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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,292,500 | 2020-06-19 20:21:31 | 3,586,008,444,788,268 | fraud_Watsica, Haag and Considine | shopping_pos | 28.65 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 61479e8003e613590db24a4160ab359f | 1,371,673,291 | 47.984348 | -121.987544 | 0 |
1,292,501 | 2020-06-19 20:22:04 | 4,265,776,278,887,457 | fraud_Hagenes, Kohler and Hoppe | food_dining | 17.01 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | 89f120cecce18d9ab93d92cd5c616b43 | 1,371,673,324 | 34.709992 | -92.70622 | 0 |
1,292,502 | 2020-06-19 20:22:06 | 30,235,438,713,303 | fraud_Dare-Gibson | health_fitness | 9.93 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 9add37a78c66164a0cf3b668e15bf46a | 1,371,673,326 | 37.599982 | -81.611875 | 0 |
1,292,503 | 2020-06-19 20:22:08 | 6,011,626,928,491,360 | fraud_Brown, Homenick and Lesch | health_fitness | 7.69 | Heather | Roberts | F | 62934 Maria Cliffs Suite 350 | Bethel Springs | TN | 38,315 | 35.2289 | -88.644 | 3,876 | Senior tax professional/tax inspector | 1960-11-19 | 16acb4ec57ac87317032ab0c0d3a9858 | 1,371,673,328 | 34.428297 | -88.22383 | 0 |
1,292,504 | 2020-06-19 20:22:15 | 6,573,561,108,825,071 | fraud_Koss, Hansen and Lueilwitz | home | 65.17 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | 90d005de2f66a22f8aa805031b13b365 | 1,371,673,335 | 35.651739 | -95.505773 | 0 |
1,292,505 | 2020-06-19 20:22:18 | 3,599,237,318,576,484 | fraud_Skiles LLC | home | 17.95 | Jessica | Smith | F | 06808 Ryan Valleys | Dubre | KY | 42,731 | 36.8421 | -85.5396 | 341 | Insurance risk surveyor | 1932-11-19 | d80510046b699408319acd790980a030 | 1,371,673,338 | 37.112695 | -86.154657 | 0 |
1,292,506 | 2020-06-19 20:22:24 | 3,590,736,522,064,285 | fraud_Volkman-Predovic | shopping_net | 27.27 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | c72f090f2ede7ce3038b1c132efbb150 | 1,371,673,344 | 33.629908 | -92.896041 | 0 |
1,292,507 | 2020-06-19 20:22:54 | 375,534,208,663,984 | fraud_Cummerata-Hilpert | entertainment | 76.52 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | b3f6450f4a9d374cacd4ae74b685c9f6 | 1,371,673,374 | 38.760287 | -79.662681 | 0 |
1,292,508 | 2020-06-19 20:23:09 | 4,653,879,239,169,997 | fraud_Terry Ltd | home | 11.14 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | a94b847e562c2098eaebdecb495d8b25 | 1,371,673,389 | 36.288688 | -85.817539 | 0 |
1,292,509 | 2020-06-19 20:24:49 | 30,263,540,414,123 | fraud_Lynch-Mohr | travel | 1.56 | Erik | Patterson | M | 162 Jessica Row Apt. 072 | Hatch | UT | 84,735 | 37.7175 | -112.4777 | 258 | Geoscientist | 1961-11-24 | a9d304b7569cc0a7f10cf32dd792bda9 | 1,371,673,489 | 38.480362 | -112.877694 | 0 |
1,292,510 | 2020-06-19 20:25:10 | 60,422,928,733 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 34.72 | 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 | a03b9d2adacc8aca80bea2746aa992ce | 1,371,673,510 | 34.305119 | -81.600657 | 0 |
1,292,511 | 2020-06-19 20:26:43 | 30,235,438,713,303 | fraud_Breitenberg-Hermiston | kids_pets | 67.68 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | ce116cdd3b5cf48c8d8b9c4e5dc5b6af | 1,371,673,603 | 39.392883 | -81.053102 | 0 |
1,292,512 | 2020-06-19 20:26:57 | 4,935,858,973,307,492 | fraud_Gutmann, McLaughlin and Wiza | home | 88.23 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | 2613928c4baabc1d96ddb1048282a54c | 1,371,673,617 | 32.088877 | -83.599113 | 0 |
1,292,513 | 2020-06-19 20:27:04 | 30,270,432,095,985 | fraud_Koss, McLaughlin and Mayer | food_dining | 19.21 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | d8c4070a141153427fc6662fe3db109b | 1,371,673,624 | 41.504468 | -90.732753 | 0 |
1,292,514 | 2020-06-19 20:27:09 | 4,906,628,655,840,914,000 | fraud_Bradtke, Torp and Bahringer | personal_care | 1.01 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | 78c1c67eabedbdf0e1a728deb8f1c3ca | 1,371,673,629 | 24.295425 | -81.833605 | 0 |
1,292,515 | 2020-06-19 20:27:53 | 630,425,673,344 | fraud_O'Reilly, Mohr and Purdy | home | 1.1 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | d31f78cdb543cecbf7d4523dfa115bb6 | 1,371,673,673 | 38.704192 | -79.364528 | 0 |
1,292,516 | 2020-06-19 20:28:31 | 213,191,402,330,021 | fraud_Schmeler, Bashirian and Price | shopping_net | 2.89 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | cfeee1982a2ae1817db86abd924f5357 | 1,371,673,711 | 42.139344 | -87.497766 | 0 |
1,292,517 | 2020-06-19 20:30:55 | 4,181,833,256,558,614,000 | fraud_Waelchi Inc | kids_pets | 3.19 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 18e5f8ab4c0dd117f1f2a7d638873729 | 1,371,673,855 | 36.77045 | -104.989579 | 0 |
1,292,518 | 2020-06-19 20:32:02 | 38,199,021,865,320 | fraud_Breitenberg-Hermiston | kids_pets | 38.34 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | 959616625229db9e3b20296df2b80335 | 1,371,673,922 | 43.676968 | -71.337339 | 0 |
1,292,519 | 2020-06-19 20:33:46 | 30,518,206,766,474 | fraud_Gerhold LLC | home | 54.46 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | fbb5855f20fc4d1ed33a690061e261d4 | 1,371,674,026 | 37.367833 | -89.312061 | 0 |
1,292,520 | 2020-06-19 20:33:55 | 4,958,589,671,582,727,000 | fraud_Reilly and Sons | health_fitness | 11.88 | Aaron | Pena | M | 793 Hooper Tunnel Suite 154 | Burke | VA | 22,015 | 38.7894 | -77.2818 | 43,102 | Health visitor | 1950-11-27 | dacf4b8fbf7b33d47a09b91815fc33d3 | 1,371,674,035 | 38.557498 | -76.407482 | 0 |
1,292,521 | 2020-06-19 20:33:56 | 4,344,955,088,481,397 | fraud_Romaguera Ltd | health_fitness | 75.31 | Christopher | Rodgers | M | 30587 Fox Shores Apt. 627 | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Communications engineer | 1976-09-29 | 1f9952163b7cfafd302e3ed099066921 | 1,371,674,036 | 40.708293 | -78.956421 | 0 |
1,292,522 | 2020-06-19 20:34:13 | 4,433,091,568,498,503 | fraud_Pacocha-Weissnat | kids_pets | 83.69 | Linda | Davis | F | 493 Todd Views | Gaithersburg | MD | 20,882 | 39.2335 | -77.1458 | 135,332 | Clinical biochemist | 1936-03-28 | f5253481a4c9c0188d9c9ce7a523061d | 1,371,674,053 | 39.225928 | -76.293996 | 0 |
1,292,523 | 2020-06-19 20:34:23 | 6,528,911,529,051,375 | fraud_Hermiston, Russel and Price | food_dining | 155.21 | Diane | Smith | F | 195 Murray Overpass Apt. 384 | Winter | WI | 54,896 | 45.8327 | -91.0144 | 1,478 | Neurosurgeon | 1965-04-27 | 22871a562d83e2355cc01ad6e448437b | 1,371,674,063 | 45.043449 | -91.361966 | 0 |
1,292,524 | 2020-06-19 20:35:04 | 213,199,865,312,311 | fraud_Powlowski-Weimann | food_dining | 92.61 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | ceaf39c2ba80dff41072c328eb3216da | 1,371,674,104 | 35.576631 | -85.011454 | 0 |
1,292,525 | 2020-06-19 20:35:49 | 38,588,538,868,506 | fraud_Stark-Koss | home | 13.66 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | 0f558db4a397130ccb1e6fc6fb51f056 | 1,371,674,149 | 29.257702 | -103.341806 | 0 |
1,292,526 | 2020-06-19 20:36:12 | 30,407,675,418,785 | fraud_Lang, Towne and Schuppe | kids_pets | 105.19 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | 3e21aaa5a99106eecb2607b05afbb71f | 1,371,674,172 | 42.340075 | -76.008735 | 0 |
1,292,527 | 2020-06-19 20:36:27 | 375,248,307,838,179 | fraud_Konopelski, Schneider and Hartmann | food_dining | 72.85 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | e450b93751cd4ba9db7f99f1dcb21407 | 1,371,674,187 | 39.460609 | -79.602419 | 0 |
1,292,528 | 2020-06-19 20:37:12 | 38,052,002,992,326 | fraud_Gutmann, McLaughlin and Wiza | home | 81.17 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | 681be1545aaba74aa5c0abae152abf44 | 1,371,674,232 | 31.133169 | -95.875191 | 0 |
1,292,529 | 2020-06-19 20:37:26 | 3,511,378,610,369,890 | fraud_Lubowitz-Walter | kids_pets | 132.57 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 4e00c9f7ffe499b58000fe0eb7124984 | 1,371,674,246 | 35.643974 | -86.657021 | 0 |
1,292,530 | 2020-06-19 20:38:09 | 343,472,729,187,663 | fraud_Barrows PLC | shopping_pos | 8.52 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | deea0efe8fac2ca6c52fa1d7e09a10c0 | 1,371,674,289 | 43.701168 | -70.989082 | 0 |
1,292,531 | 2020-06-19 20:38:47 | 561,942,763,351 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 39.17 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | d438d98775a419ab67254eac71643d4c | 1,371,674,327 | 38.968702 | -77.670914 | 0 |
1,292,532 | 2020-06-19 20:39:33 | 2,719,496,466,799,416 | fraud_Bednar Inc | travel | 8.84 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | 193fb08e089d598ddde5f69233db124e | 1,371,674,373 | 44.658823 | -103.842195 | 0 |
1,292,533 | 2020-06-19 20:39:42 | 3,545,109,339,866,548 | fraud_Armstrong, Walter and Gottlieb | food_dining | 32.28 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | cdda49d01b2bfa960fd8274963e913d5 | 1,371,674,382 | 34.343934 | -90.903447 | 0 |
1,292,534 | 2020-06-19 20:40:16 | 213,141,712,584,544 | fraud_Kihn Inc | shopping_pos | 65.8 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | bad91ca98e7d3d32ea66883fa28c9ea2 | 1,371,674,416 | 32.927826 | -90.620716 | 0 |
1,292,535 | 2020-06-19 20:40:36 | 4,104,312,520,615,374 | fraud_Stoltenberg-Beatty | shopping_pos | 4.73 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | a12ff622ddedadaaeb57e346b656239c | 1,371,674,436 | 33.418921 | -115.821459 | 0 |
1,292,536 | 2020-06-19 20:40:43 | 4,653,178,848,915,023,000 | fraud_Reichel, Bradtke and Blanda | travel | 3.54 | Robert | Hall | M | 371 Anthony Trail Suite 354 | Glade Spring | VA | 24,340 | 36.7779 | -81.7676 | 5,657 | Clinical psychologist | 1987-04-29 | 63a6c4e82d20ae356bfe2c95716b8f9e | 1,371,674,443 | 36.53025 | -80.891174 | 0 |
1,292,537 | 2020-06-19 20:42:38 | 372,509,258,176,510 | fraud_Larkin Ltd | kids_pets | 138.46 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 7386effcf9e9b68d8a8d70e79ec9a790 | 1,371,674,558 | 42.742071 | -82.606564 | 0 |
1,292,538 | 2020-06-19 20:42:48 | 6,538,441,737,335,434 | fraud_Weber and Sons | food_dining | 8.69 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 4f401261b88a1b8693bbba3ac83ed912 | 1,371,674,568 | 40.812338 | -80.060442 | 0 |
1,292,539 | 2020-06-19 20:43:46 | 4,208,110,975,550,360,000 | fraud_Harris Group | food_dining | 59.1 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | a1320e24795ae16446a78f1589d227bb | 1,371,674,626 | 30.722206 | -82.942968 | 0 |
1,292,540 | 2020-06-19 20:44:45 | 374,497,717,543,058 | fraud_Medhurst, Cartwright and Ebert | personal_care | 28.85 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | ebd98b406069792008adb3cdb04fc2cb | 1,371,674,685 | 47.704478 | -100.78529 | 0 |
1,292,541 | 2020-06-19 20:45:03 | 2,266,735,643,685,262 | fraud_Kihn Inc | shopping_pos | 439.31 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 9b85fedbea96d4e8577aa1e16f0c7456 | 1,371,674,703 | 34.669511 | -86.321502 | 0 |
1,292,542 | 2020-06-19 20:45:44 | 3,529,597,930,342,630 | fraud_McCullough, Hudson and Schuster | food_dining | 82.52 | Melissa | Rodriguez | F | 81708 Christopher Plaza | Jordanville | NY | 13,361 | 42.8948 | -74.8209 | 824 | Travel agency manager | 1985-09-01 | 89812530b9095bc2c38486d3d0381729 | 1,371,674,744 | 42.957262 | -75.334708 | 0 |
1,292,543 | 2020-06-19 20:45:46 | 3,529,597,930,342,630 | fraud_Lakin, Ferry and Beatty | food_dining | 8.39 | Melissa | Rodriguez | F | 81708 Christopher Plaza | Jordanville | NY | 13,361 | 42.8948 | -74.8209 | 824 | Travel agency manager | 1985-09-01 | 8c3e0810fb92e4bbf94feeb9d9191815 | 1,371,674,746 | 42.187602 | -75.429734 | 0 |
1,292,544 | 2020-06-19 20:45:54 | 348,789,608,637,806 | fraud_Connelly-Carter | home | 14.74 | Megan | Murphy | F | 53696 Laura Radial | Holstein | NE | 68,950 | 40.4542 | -98.6538 | 331 | Telecommunications researcher | 1950-08-19 | 508ddcfc6d4d5e47adf77750fdd56762 | 1,371,674,754 | 39.733886 | -98.001741 | 0 |
1,292,545 | 2020-06-19 20:45:57 | 30,343,344,410,970 | fraud_Ernser-Lynch | food_dining | 19.23 | Jacob | Dawson | M | 663 Anna Plaza | Marienville | PA | 16,239 | 41.4622 | -79.1306 | 4,172 | Copywriter, advertising | 1962-03-20 | d27f9bf8a066c3aaded6301ac4ab825d | 1,371,674,757 | 42.17729 | -78.245095 | 0 |
1,292,546 | 2020-06-19 20:47:34 | 30,364,087,349,027 | fraud_Gleason and Sons | kids_pets | 75.97 | Samuel | Sandoval | M | 0005 Morrison Land | Mounds | OK | 74,047 | 35.8896 | -96.0887 | 7,163 | Fitness centre manager | 1982-02-05 | b781063b47216525a5cb2681ce33676d | 1,371,674,854 | 35.947025 | -96.360104 | 0 |
1,292,547 | 2020-06-19 20:47:47 | 374,930,071,163,758 | fraud_Shanahan-Lehner | personal_care | 93.8 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 4e5e673615b4574a82515cdcf9665112 | 1,371,674,867 | 41.925337 | -83.892852 | 0 |
1,292,548 | 2020-06-19 20:48:07 | 349,612,764,943,496 | fraud_Hauck, Dietrich and Funk | kids_pets | 55.21 | Xavier | Beltran | M | 61107 Edwards Dam Apt. 463 | Big Creek | KY | 40,914 | 37.1046 | -83.5706 | 467 | Psychologist, forensic | 1984-06-04 | 8d0054472360918c02fcc2ccd3a157f1 | 1,371,674,887 | 37.413078 | -82.778865 | 0 |
1,292,549 | 2020-06-19 20:48:09 | 180,048,185,037,117 | fraud_Terry, Johns and Bins | misc_pos | 52.78 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | f05c1f7340b958822434a763bb8c3fbd | 1,371,674,889 | 39.646349 | -74.729743 | 0 |
1,292,550 | 2020-06-19 20:48:45 | 4,312,133,045,694,601,000 | fraud_Ruecker-Mayert | kids_pets | 6.12 | Julian | Price | M | 086 Pierce Cove | Pikesville | MD | 21,208 | 39.3764 | -76.729 | 33,917 | Company secretary | 1977-06-12 | b915ebf629c1d4e51ab5242b22481530 | 1,371,674,925 | 39.055452 | -76.161044 | 0 |
1,292,551 | 2020-06-19 20:48:46 | 4,861,310,130,652,567,000 | fraud_Durgan, Gislason and Spencer | home | 30.38 | 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 | a1a87a9a83f5ac5418d8e92913a78250 | 1,371,674,926 | 31.199778 | -91.609188 | 0 |
1,292,552 | 2020-06-19 20:49:34 | 2,254,799,658,404,120 | fraud_Streich Ltd | home | 94.26 | Barbara | Nelson | F | 7337 Browning Falls Suite 027 | Valdosta | GA | 31,605 | 30.946 | -83.2474 | 94,325 | Educational psychologist | 1987-09-08 | 433e74a4759d58853f1247f08f6159b5 | 1,371,674,974 | 30.988268 | -83.872747 | 0 |
1,292,553 | 2020-06-19 20:49:47 | 370,877,495,212,014 | fraud_Hauck, Dietrich and Funk | kids_pets | 24.17 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 241730a9be3ff20a673b283023955abd | 1,371,674,987 | 35.644637 | -81.288832 | 0 |
1,292,554 | 2020-06-19 20:50:13 | 3,540,017,235,499,519 | fraud_Quitzon, Green and Bashirian | shopping_pos | 122.4 | Lawrence | Frost | M | 82448 Tucker Cliff | Kittery Point | ME | 3,905 | 43.0976 | -70.7121 | 1,780 | Broadcast engineer | 1983-01-21 | de6cb5718824705553d06b0c7679f3f1 | 1,371,675,013 | 43.32392 | -69.789415 | 0 |
1,292,555 | 2020-06-19 20:51:23 | 36,721,445,180,895 | fraud_Donnelly LLC | entertainment | 6.38 | Cesar | Smith | M | 901 Ariel Points | Jefferson | NY | 12,093 | 42.4999 | -74.6117 | 1,666 | Diagnostic radiographer | 1968-07-01 | a1da6ef2839adb308f0c943d872f2c26 | 1,371,675,083 | 42.114034 | -73.66064 | 0 |
1,292,556 | 2020-06-19 20:52:10 | 3,506,042,666,828,517 | fraud_Spencer PLC | entertainment | 110.75 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | 628446d0706dcdb64dfb924cb8feb503 | 1,371,675,130 | 37.941779 | -81.514999 | 0 |
1,292,557 | 2020-06-19 20:52:46 | 501,882,822,387 | fraud_Hoppe-Parisian | kids_pets | 31.62 | Melissa | Phillips | F | 5069 Scott Pass Apt. 654 | Meadville | MS | 39,653 | 31.4285 | -90.8578 | 2,799 | Therapist, horticultural | 1961-01-21 | 9bdbe03347fc4674b567c21f83e4cd3d | 1,371,675,166 | 30.547322 | -90.078544 | 0 |
1,292,558 | 2020-06-19 20:54:15 | 180,048,185,037,117 | fraud_White and Sons | home | 91.3 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | 96bbc0ab4a69596003f528a4a0e109a1 | 1,371,675,255 | 40.025104 | -75.384342 | 0 |
1,292,559 | 2020-06-19 20:54:45 | 3,500,969,075,198,072 | fraud_Dibbert-Green | entertainment | 97.71 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 2ee9d3d8f8d93ea5b33fdb5c73e89db1 | 1,371,675,285 | 48.091447 | -118.05188 | 0 |
1,292,560 | 2020-06-19 20:54:55 | 3,535,808,924,394,848 | fraud_Lynch-Mohr | travel | 546.22 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | e9b4b81b77d4397a6fcb50b106e3872d | 1,371,675,295 | 39.882995 | -89.798991 | 0 |
1,292,561 | 2020-06-19 20:54:58 | 675,945,690,716 | fraud_Padberg-Rogahn | entertainment | 73.4 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | b1aa137ee5f893377ba1eabe3e413206 | 1,371,675,298 | 41.325265 | -79.946183 | 0 |
1,292,562 | 2020-06-19 20:55:59 | 2,248,735,346,244,816 | fraud_Durgan, Gislason and Spencer | home | 32.17 | Jacob | Weber | M | 29156 Mark Park Apt. 108 | Utica | KS | 67,584 | 38.6411 | -100.138 | 269 | Product/process development scientist | 1962-11-11 | 64917072de6bd7f7c4cf52b331fbd68a | 1,371,675,359 | 38.962757 | -99.58858 | 0 |
1,292,563 | 2020-06-19 20:56:01 | 630,425,673,344 | fraud_Bradtke, Torp and Bahringer | personal_care | 33.91 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | d5cfdc4c19c373095afbfd037aa914a0 | 1,371,675,361 | 37.728301 | -80.876603 | 0 |
1,292,564 | 2020-06-19 20:56:21 | 4,600,155,880,464 | fraud_Connelly-Carter | home | 34.07 | Charles | Copeland | M | 92213 Lee Well | West Palm Beach | FL | 33,404 | 26.7832 | -80.0638 | 459,921 | Administrator, arts | 1969-09-08 | 17d6e58de9a37f1f5fc790a3c6abf29b | 1,371,675,381 | 26.910428 | -80.648208 | 0 |
1,292,565 | 2020-06-19 20:56:22 | 2,712,209,726,293,386 | fraud_Powlowski-Weimann | food_dining | 22.08 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | b51ede359e456929e705b575928b256d | 1,371,675,382 | 30.14865 | -90.490125 | 0 |
1,292,566 | 2020-06-19 20:56:41 | 4,956,828,990,005,111,000 | fraud_Mayert Group | shopping_pos | 2.52 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 35ccedb0c8a5d12355da6e70a89055d2 | 1,371,675,401 | 40.122927 | -73.606381 | 0 |
1,292,567 | 2020-06-19 20:57:09 | 30,551,643,947,183 | fraud_Powlowski-Weimann | food_dining | 59.74 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | a391ead56bb7aa2c34053f5736b363e8 | 1,371,675,429 | 36.084031 | -82.334505 | 0 |
1,292,568 | 2020-06-19 20:57:14 | 4,169,759,661,243,568 | fraud_Dare-Marvin | entertainment | 242.26 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | a80671b279be9e3e38e8a8b764cc967e | 1,371,675,434 | 40.780512 | -76.86186 | 0 |
1,292,569 | 2020-06-19 20:57:33 | 4,561,546,772,499 | fraud_Prosacco, Kreiger and Kovacek | home | 151.99 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 3c927bed7cc99fba1398e8c91ba36fa8 | 1,371,675,453 | 35.835277 | -105.89987 | 0 |
1,292,570 | 2020-06-19 20:59:00 | 4,348,786,085,525,522 | fraud_Altenwerth-Kilback | home | 75.05 | John | Nichols | M | 862 Anderson Highway | Bryant | WI | 54,418 | 45.203 | -88.9983 | 1,080 | Information systems manager | 1979-01-08 | a07a99bfbb92aadd211ae21abefe8e52 | 1,371,675,540 | 44.332535 | -89.876528 | 0 |
1,292,571 | 2020-06-19 20:59:11 | 3,521,417,320,836,166 | fraud_Monahan-Morar | personal_care | 24.99 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 14d6eeb54e4aac7592fcba53dd52a8bf | 1,371,675,551 | 40.836343 | -86.175655 | 0 |
1,292,572 | 2020-06-19 21:00:22 | 4,279,161,831,637 | fraud_Spencer-Runolfsson | misc_pos | 470.29 | Lisa | Hendrix | F | 35737 Kirby Fall Suite 409 | Vanderbilt | PA | 15,486 | 40.0246 | -79.6955 | 2,303 | Physiotherapist | 1987-08-16 | 038a4a560f79c882624aa67e27b8e732 | 1,371,675,622 | 39.32081 | -80.332469 | 0 |
1,292,573 | 2020-06-19 21:01:07 | 6,011,366,578,560,244 | fraud_Lesch Ltd | shopping_pos | 9.47 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | c9f7e589fadf3322649c7607444ab67c | 1,371,675,667 | 41.034631 | -76.73482 | 0 |
1,292,574 | 2020-06-19 21:01:47 | 567,868,110,212 | fraud_Fisher-Schowalter | shopping_net | 9.56 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 205edebaeaf7164e4695604bb120e8c8 | 1,371,675,707 | 30.09739 | -95.465255 | 0 |
1,292,575 | 2020-06-19 21:02:09 | 6,011,860,238,257,910 | fraud_Kihn-Fritsch | food_dining | 73.73 | Lisa | Mendez | F | 44259 Beth Station Suite 215 | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Programme researcher, broadcasting/film/video | 1952-07-06 | 65fea4944074430ec06fa16cd7bf300e | 1,371,675,729 | 35.834547 | -97.443732 | 0 |
1,292,576 | 2020-06-19 21:03:34 | 4,040,099,974,063,068,700 | fraud_Haag-Blanda | food_dining | 67.77 | Jeffrey | Lewis | M | 24255 Bryan Square | Palermo | ND | 58,769 | 48.3396 | -102.24 | 229 | Administrator | 1983-03-20 | bd3b93b68f7dc9f3073b15faad4713c5 | 1,371,675,814 | 49.033623 | -103.02478 | 0 |
1,292,577 | 2020-06-19 21:03:48 | 4,890,424,426,862,857,000 | fraud_Dare-Marvin | entertainment | 27.33 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 34f9a9e13c3d6a9df2d67d66aecb2042 | 1,371,675,828 | 37.734951 | -120.640664 | 0 |
1,292,578 | 2020-06-19 21:04:23 | 3,587,044,315,915,002 | fraud_Kuphal-Toy | food_dining | 54.05 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | d27e5a87fa4843e65f9a437c62d45307 | 1,371,675,863 | 35.97834 | -90.108007 | 0 |
1,292,579 | 2020-06-19 21:04:49 | 2,235,613,922,823,698 | fraud_Bednar PLC | kids_pets | 90.94 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 3f36e4c3ee39498d72bfe4c8ba609369 | 1,371,675,889 | 41.85369 | -104.62606 | 0 |
1,292,580 | 2020-06-19 21:05:00 | 5,388,659,976,630,693 | fraud_Osinski Inc | personal_care | 7.23 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 32f099a635ea3e5fb44c1709f7cc0cd0 | 1,371,675,900 | 44.01525 | -91.667866 | 0 |
1,292,581 | 2020-06-19 21:05:08 | 4,640,395,708,703 | fraud_Monahan-Morar | personal_care | 7.23 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | e870a03822d4f2be24504ce301ffe059 | 1,371,675,908 | 31.153903 | -90.947454 | 0 |
1,292,582 | 2020-06-19 21:05:09 | 4,707,867,759,656,333 | fraud_Medhurst, Cartwright and Ebert | personal_care | 15.86 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | 178b17f358f4c1daa1431d8f47b2fd1e | 1,371,675,909 | 37.213954 | -83.63289 | 0 |
1,292,583 | 2020-06-19 21:05:21 | 345,933,964,507,467 | fraud_Abbott-Steuber | personal_care | 125.83 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 1d37ecdf1f64cf2538202f3ab2c1ad06 | 1,371,675,921 | 38.939991 | -75.240239 | 0 |
1,292,584 | 2020-06-19 21:05:24 | 3,587,044,315,915,002 | fraud_Ernser-Lynch | food_dining | 58 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | 4b1a483146fd492faaef59ae04417022 | 1,371,675,924 | 34.101357 | -88.260035 | 0 |
1,292,585 | 2020-06-19 21:05:52 | 342,319,985,983,023 | fraud_Mueller, Gerhold and Mueller | health_fitness | 74.63 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 9cc0f6cd8e92e43acf73fb5a6b89732d | 1,371,675,952 | 41.64553 | -74.823982 | 0 |
1,292,586 | 2020-06-19 21:06:01 | 6,011,399,591,920,186 | fraud_Waelchi Inc | kids_pets | 10.86 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | ec93273c017e1495295dd579f1fe15d3 | 1,371,675,961 | 42.796758 | -72.674972 | 0 |
1,292,587 | 2020-06-19 21:06:06 | 4,653,879,239,169,997 | fraud_Turcotte-Halvorson | misc_pos | 2.08 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | 13e3e7b48b8d827890060e3df15ce3ad | 1,371,675,966 | 37.583361 | -87.051799 | 0 |
1,292,588 | 2020-06-19 21:06:36 | 4,099,707,841,315,751 | fraud_Powlowski-Weimann | food_dining | 13.29 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | ba6cffbc266cf39ea61e263139057232 | 1,371,675,996 | 38.735697 | -79.380392 | 0 |
1,292,589 | 2020-06-19 21:07:18 | 3,577,794,103,155,425 | fraud_Emmerich-Rau | personal_care | 56.21 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | f65ef97f1f8773c091304683b60942b3 | 1,371,676,038 | 46.794422 | -96.990398 | 0 |
1,292,590 | 2020-06-19 21:08:46 | 6,011,504,998,544,485 | fraud_Gerhold LLC | home | 97.76 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 9b32a7c5262824c9b2d253324f3bcb6f | 1,371,676,126 | 33.30494 | -87.196735 | 0 |
1,292,591 | 2020-06-19 21:09:34 | 4,755,696,071,492 | fraud_Streich, Dietrich and Barton | shopping_net | 5.08 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | a9c9baa3198ba03be14ae09c1b6a3886 | 1,371,676,174 | 33.281563 | -96.917467 | 0 |
1,292,592 | 2020-06-19 21:10:12 | 3,589,255,887,819,806 | fraud_Gaylord-Powlowski | home | 83.22 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 8fd40575f42017b59143fdaa17d35ff3 | 1,371,676,212 | 40.094956 | -78.220466 | 0 |
1,292,593 | 2020-06-19 21:10:16 | 676,369,110,710 | fraud_Kihn-Schuster | food_dining | 22.61 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 20783aab81798e32fa0cc4e379c8efc0 | 1,371,676,216 | 42.534551 | -84.094129 | 0 |
1,292,594 | 2020-06-19 21:10:40 | 30,199,621,383,748 | fraud_Powlowski-Weimann | food_dining | 21.56 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | ed64a6e83c53805c431f5840e869b3de | 1,371,676,240 | 34.240462 | -97.146598 | 0 |
1,292,595 | 2020-06-19 21:10:59 | 4,715,741,951,931,169,000 | fraud_Gerhold LLC | home | 34 | Robert | Drake | M | 463 Willie Estates | Burbank | OK | 74,633 | 36.6966 | -96.7869 | 471 | Sub | 1941-03-30 | aae6ecc8d72fe9a48917d9324e4f0446 | 1,371,676,259 | 36.173115 | -96.562824 | 0 |
1,292,596 | 2020-06-19 21:11:20 | 3,586,008,444,788,268 | fraud_Stark-Koss | home | 15.32 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 57112f28b23d613c86000ebb4e5b007f | 1,371,676,280 | 46.51196 | -122.412309 | 0 |
1,292,597 | 2020-06-19 21:11:20 | 6,524,376,634,971,418 | fraud_Hammes-Beatty | kids_pets | 61.68 | Jasmine | Foster | F | 954 White Alley Apt. 251 | Phil Campbell | AL | 35,581 | 34.347 | -87.7154 | 5,778 | Engineer, aeronautical | 1952-12-05 | d5dae604cf855575e92c04c4e6eb442a | 1,371,676,280 | 33.52903 | -87.479944 | 0 |
1,292,598 | 2020-06-19 21:11:23 | 4,342,532,437,704,183 | fraud_Gutmann-Upton | misc_pos | 4.2 | Kevin | Elliott | M | 1852 Vincent Isle Suite 328 | Newark Valley | NY | 13,811 | 42.2281 | -76.1625 | 4,354 | Further education lecturer | 1994-02-16 | 3d4338ff802ba83fa51aa412622ff6b7 | 1,371,676,283 | 42.711499 | -77.136006 | 0 |
1,292,599 | 2020-06-19 21:11:25 | 4,149,238,353,975,790 | fraud_Kassulke Inc | entertainment | 64.04 | Tanner | Carroll | M | 494 Burke Ports | Cokeburg | PA | 15,324 | 40.1008 | -80.0652 | 632 | Dealer | 1989-04-08 | cec79a57a4dc6b4863926a919ee0539b | 1,371,676,285 | 39.694972 | -79.944608 | 0 |
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