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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,285,700 | 2020-06-16 18:36:39 | 6,011,693,194,885,790 | fraud_White and Sons | home | 2.08 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 63947728bba4f776c92ed893bebba746 | 1,371,407,799 | 44.930218 | -94.2396 | 0 |
1,285,701 | 2020-06-16 18:36:39 | 30,407,675,418,785 | fraud_Erdman-Durgan | health_fitness | 44 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | cdbde3eb7acb1aaa3cdf438edf24b6ad | 1,371,407,799 | 41.278451 | -75.79911 | 0 |
1,285,702 | 2020-06-16 18:36:39 | 4,998,109,455,173,950 | fraud_Yost, Schamberger and Windler | kids_pets | 126.18 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | d042b671e794efac6266818691947e0f | 1,371,407,799 | 38.696134 | -94.889047 | 0 |
1,285,703 | 2020-06-16 18:36:57 | 4,836,998,673,805,450 | fraud_Ullrich Ltd | kids_pets | 4.39 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 913a3e15411dc41a6a0a1b9b95d2d2d4 | 1,371,407,817 | 45.968458 | -85.408526 | 0 |
1,285,704 | 2020-06-16 18:37:00 | 3,517,527,805,128,735 | fraud_Gleason-Macejkovic | shopping_net | 2.26 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | 397a07b239a5089a53ed89f850c2325b | 1,371,407,820 | 40.562817 | -87.178958 | 0 |
1,285,705 | 2020-06-16 18:37:30 | 213,161,293,389,774 | fraud_Monahan, Hermann and Johns | travel | 4.63 | Catherine | Weber | F | 74890 Rodriguez Springs Apt. 540 | West Henrietta | NY | 14,586 | 43.0397 | -77.6871 | 10,256 | Teacher, primary school | 1968-06-24 | 1d43565e1c8c5422fbd313dfa533984c | 1,371,407,850 | 42.197781 | -76.931168 | 0 |
1,285,706 | 2020-06-16 18:37:53 | 4,428,154,703,770,710 | fraud_Runte-Mohr | food_dining | 49.86 | Brittany | Guerra | F | 79209 Gary Dale | Colton | WA | 99,113 | 46.5901 | -117.1692 | 761 | Chief Marketing Officer | 1943-06-30 | 5679cff5f7babbd20aff3106d1815566 | 1,371,407,873 | 46.409042 | -117.329941 | 0 |
1,285,707 | 2020-06-16 18:38:06 | 4,904,681,492,230,012 | fraud_Abbott-Rogahn | entertainment | 26.53 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 75152cf405740b0309704200355b39eb | 1,371,407,886 | 41.97505 | -74.372133 | 0 |
1,285,708 | 2020-06-16 18:38:23 | 577,588,686,219 | fraud_Rippin-VonRueden | health_fitness | 5.06 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 8a80e343ca07340b682c7a0b882862b1 | 1,371,407,903 | 40.225034 | -80.426818 | 0 |
1,285,709 | 2020-06-16 18:38:32 | 502,012,776,709 | fraud_Koss, Hansen and Lueilwitz | home | 18.95 | Sherry | Martinez | F | 144 Yu Locks Apt. 754 | Garrattsville | NY | 13,342 | 42.6315 | -75.1866 | 165 | Naval architect | 1945-09-20 | ba554dd69d04b4c333fa5fe4f9087ea7 | 1,371,407,912 | 42.669193 | -74.282368 | 0 |
1,285,710 | 2020-06-16 18:38:35 | 4,610,050,989,831,291 | fraud_Botsford PLC | home | 69.64 | James | Lynch | M | 5155 Mary Common Apt. 927 | Utica | PA | 16,362 | 41.4798 | -79.9403 | 1,102 | Garment/textile technologist | 1989-07-08 | c92219aa7d19a82d933fb143e60178d0 | 1,371,407,915 | 42.431822 | -80.638657 | 0 |
1,285,711 | 2020-06-16 18:38:45 | 4,862,293,128,558 | fraud_Hammes-Beatty | kids_pets | 2.28 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | b40f22f04d129f29d8f53bf79350fdc3 | 1,371,407,925 | 40.822852 | -77.124001 | 0 |
1,285,712 | 2020-06-16 18:38:53 | 3,558,881,852,140,592 | fraud_Waelchi-Wolf | kids_pets | 49.87 | Christopher | Holt | M | 05597 Michael Spurs | Parks | AZ | 86,018 | 35.2563 | -111.95 | 759 | Geologist, engineering | 1957-03-28 | 077d69be80cf9dd9d2ddf29cb5bfdc32 | 1,371,407,933 | 35.423928 | -111.71261 | 0 |
1,285,713 | 2020-06-16 18:38:59 | 3,527,536,963,490,470 | fraud_Collier LLC | home | 67 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 9e3d6e4d3f5aaf01a1c0b9f6cbf2b1b4 | 1,371,407,939 | 33.525498 | -80.187505 | 0 |
1,285,714 | 2020-06-16 18:39:04 | 2,475,085,306,462,014 | fraud_Barton LLC | kids_pets | 49.84 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | 873ae53d011ac71cd47acb0eb0c54ca9 | 1,371,407,944 | 44.516174 | -94.557373 | 0 |
1,285,715 | 2020-06-16 18:39:20 | 4,956,828,990,005,111,000 | fraud_Little, Gutmann and Lynch | shopping_net | 9.95 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | f968d50ebb41cc0ffc497f2eddd8d33c | 1,371,407,960 | 40.657941 | -73.37477 | 0 |
1,285,716 | 2020-06-16 18:39:27 | 3,558,881,852,140,592 | fraud_Mante, Luettgen and Hackett | health_fitness | 1.11 | Christopher | Holt | M | 05597 Michael Spurs | Parks | AZ | 86,018 | 35.2563 | -111.95 | 759 | Geologist, engineering | 1957-03-28 | ca32ca178675450440011ced553ecbb9 | 1,371,407,967 | 35.677666 | -111.852297 | 0 |
1,285,717 | 2020-06-16 18:39:29 | 343,819,048,608,995 | fraud_Baumbach Ltd | personal_care | 4.95 | Shelby | Cannon | F | 1535 Ryan Burgs Suite 919 | Des Moines | IA | 50,312 | 41.5855 | -93.6719 | 222,785 | Wellsite geologist | 1956-01-24 | 53b806b88766ebc0a8093323fc6e8571 | 1,371,407,969 | 41.66549 | -93.708763 | 0 |
1,285,718 | 2020-06-16 18:39:36 | 4,681,601,008,538,160 | fraud_Streich, Dietrich and Barton | shopping_net | 96.2 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 82d4593e0046b13fe1a21f4525adfdc7 | 1,371,407,976 | 40.323212 | -80.264092 | 0 |
1,285,719 | 2020-06-16 18:39:45 | 4,158,008,602,445 | fraud_Volkman PLC | food_dining | 6.21 | Alicia | Miller | F | 976 Hubbard Lodge | Randolph | MN | 55,065 | 44.5274 | -93.0196 | 1,201 | Barrister | 1979-12-27 | 2d64ba6205ffdbb04abe185bd3229f11 | 1,371,407,985 | 44.867989 | -93.901695 | 0 |
1,285,720 | 2020-06-16 18:39:48 | 2,283,743,876,903,625 | fraud_Kemmer-Buckridge | misc_pos | 99.21 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 683e06fc49a5146f761642319399504c | 1,371,407,988 | 34.784004 | -84.371653 | 0 |
1,285,721 | 2020-06-16 18:41:08 | 4,561,892,980,175 | fraud_Bogisich-Weimann | kids_pets | 62.97 | Jacqueline | Allen | F | 166 Lisa Fords | Greenwood | IN | 46,143 | 39.596 | -86.1309 | 78,968 | Financial adviser | 1968-02-10 | c81143797d0f96e42b4369f58a7bc93a | 1,371,408,068 | 39.520874 | -85.496082 | 0 |
1,285,722 | 2020-06-16 18:41:24 | 6,011,893,664,860,915 | fraud_Goyette, Howell and Collier | shopping_pos | 22.26 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 75ab253baaa6f37e68cc440894e97d4d | 1,371,408,084 | 38.812293 | -105.304915 | 0 |
1,285,723 | 2020-06-16 18:42:13 | 4,981,132,848,794 | fraud_Beier and Sons | home | 87.73 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | e02fff258faf3fdfbac64f91aad2f726 | 1,371,408,133 | 40.066215 | -80.418438 | 0 |
1,285,724 | 2020-06-16 18:43:00 | 4,727,244,663,135,968 | fraud_Reichel LLC | personal_care | 2.19 | Mary | Lewis | F | 118 Justin Extension | Bay Minette | AL | 36,507 | 30.8635 | -87.7644 | 19,090 | Science writer | 1929-05-30 | 35fdbcb6c3c1c0849026e32ce75504b8 | 1,371,408,180 | 31.796266 | -88.535897 | 0 |
1,285,725 | 2020-06-16 18:43:25 | 4,302,480,582,202,074 | fraud_Pacocha-Weissnat | kids_pets | 96.54 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | af6d291b81c579900dacbd2a5238767b | 1,371,408,205 | 42.866761 | -85.55929 | 0 |
1,285,726 | 2020-06-16 18:43:32 | 4,509,922,033,272,157 | fraud_Kozey-Kuhlman | personal_care | 4.07 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | 3633d8406353c4d9e27325723013fe15 | 1,371,408,212 | 42.390268 | -96.718954 | 0 |
1,285,727 | 2020-06-16 18:44:03 | 349,612,764,943,496 | fraud_Lind-Buckridge | entertainment | 81.85 | Xavier | Beltran | M | 61107 Edwards Dam Apt. 463 | Big Creek | KY | 40,914 | 37.1046 | -83.5706 | 467 | Psychologist, forensic | 1984-06-04 | a393762f8b6a1ca13c57ac39ce736c8b | 1,371,408,243 | 36.260712 | -82.804613 | 0 |
1,285,728 | 2020-06-16 18:44:22 | 639,023,984,367 | fraud_Mohr Inc | shopping_pos | 9.7 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 2801488ad8bd70b3446f8986ffe4fe50 | 1,371,408,262 | 45.338724 | -74.124386 | 0 |
1,285,729 | 2020-06-16 18:44:26 | 4,481,131,401,752 | fraud_Dare-Marvin | entertainment | 106.03 | Frank | Foster | M | 37910 Ward Lights | Shrewsbury | MA | 1,545 | 42.2848 | -71.7205 | 35,299 | English as a second language teacher | 1975-04-30 | e27c68a745d6da49ffde7cf55e3d7c6a | 1,371,408,266 | 41.60737 | -71.859446 | 0 |
1,285,730 | 2020-06-16 18:45:10 | 4,092,452,671,396,169,700 | fraud_Turcotte, McKenzie and Koss | entertainment | 19.99 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | f637f4fee2bef65a01a1d8063067e1f7 | 1,371,408,310 | 34.263245 | -77.674742 | 0 |
1,285,731 | 2020-06-16 18:45:19 | 4,025,612,008,285,111 | fraud_Rau-Robel | kids_pets | 17.84 | Krystal | Key | F | 23142 Montoya Island Apt. 742 | Corsica | PA | 15,829 | 41.1762 | -79.1976 | 1,274 | Maintenance engineer | 1949-03-20 | 35e4e6274cfb149148ea89cfe730cd35 | 1,371,408,319 | 41.243537 | -78.266521 | 0 |
1,285,732 | 2020-06-16 18:45:55 | 3,521,417,320,836,166 | fraud_Quitzon-Goyette | home | 45.12 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 21a39ef55f8c39fd91348b693e86fb29 | 1,371,408,355 | 39.30668 | -86.269254 | 0 |
1,285,733 | 2020-06-16 18:45:55 | 3,596,357,274,378,601 | fraud_Dare, Casper and Bartoletti | kids_pets | 30.02 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | b50d7e2a6dc073fde3af4f7fad78e9b7 | 1,371,408,355 | 40.332728 | -78.374481 | 0 |
1,285,734 | 2020-06-16 18:46:23 | 4,334,230,547,694,630 | fraud_Romaguera Ltd | health_fitness | 43.63 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | ab7aa2a675eb529eb5070987750a856c | 1,371,408,383 | 42.438254 | -111.557044 | 0 |
1,285,735 | 2020-06-16 18:46:55 | 375,974,680,629,816 | fraud_Fisher-Schowalter | shopping_net | 2.31 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | c5a6ec16a17d9fdfc637d5f9e45e58da | 1,371,408,415 | 42.162512 | -72.36874 | 0 |
1,285,736 | 2020-06-16 18:47:06 | 346,273,234,529,002 | fraud_Lemke-Gutmann | shopping_net | 2.4 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | 395d8ce2037309f11a6cd835efab9b80 | 1,371,408,426 | 37.457668 | -81.267747 | 0 |
1,285,737 | 2020-06-16 18:47:27 | 4,169,759,661,243,568 | fraud_Yost, Block and Koepp | misc_pos | 36.26 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 171efb0cb99428c0770f34001b18a88d | 1,371,408,447 | 40.555999 | -77.531327 | 0 |
1,285,738 | 2020-06-16 18:47:49 | 341,283,058,448,499 | fraud_Fadel-Hilpert | health_fitness | 1 | Mario | Johns | M | 62130 Miller Square Suite 785 | Brinson | GA | 39,825 | 30.9788 | -84.7373 | 1,461 | Engineer, broadcasting (operations) | 1935-09-08 | 87b08fb4e68fc057ef9c34b1807b433e | 1,371,408,469 | 30.328103 | -85.606165 | 0 |
1,285,739 | 2020-06-16 18:47:53 | 630,441,765,090 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 29.07 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | 4e94bda172556e87cc5cb4197c311b3b | 1,371,408,473 | 32.524965 | -99.01761 | 0 |
1,285,740 | 2020-06-16 18:48:07 | 180,049,032,966,888 | fraud_Daugherty-Thompson | food_dining | 55.92 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | 62e89cb62bfa1caaefc45ef331c12a34 | 1,371,408,487 | 46.579942 | -91.290459 | 0 |
1,285,741 | 2020-06-16 18:48:13 | 30,234,966,027,947 | fraud_Schneider, Hayes and Nikolaus | food_dining | 51.57 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 51c7fa77bf7779fbdc8485698ac6a0f2 | 1,371,408,493 | 43.208349 | -87.545534 | 0 |
1,285,742 | 2020-06-16 18:48:46 | 213,124,978,348,176 | fraud_Reilly LLC | home | 84.69 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | 4cf1bef5b71e0df6b487b153b8c7186a | 1,371,408,526 | 42.94004 | -77.445403 | 0 |
1,285,743 | 2020-06-16 18:49:23 | 36,722,699,017,270 | fraud_Dare-Marvin | entertainment | 103.79 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 9bbe8532fd03ddaca9269c0148e4b7dc | 1,371,408,563 | 32.533968 | -110.240568 | 0 |
1,285,744 | 2020-06-16 18:49:49 | 4,725,673,654,161,314 | fraud_Schroeder, Hauck and Treutel | entertainment | 69.07 | Alex | White | M | 874 Fred Knolls Apt. 609 | Orient | NY | 11,957 | 41.1437 | -72.2879 | 743 | Video editor | 1968-09-19 | 4b2c11415b74323edad687761e35e2ee | 1,371,408,589 | 40.69412 | -71.797992 | 0 |
1,285,745 | 2020-06-16 18:50:20 | 3,551,217,896,304,745 | fraud_Schiller, Blanda and Johnson | home | 99.24 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | c19af7b82b6c5ef60a07d5fd89bf1a5b | 1,371,408,620 | 44.6181 | -74.139636 | 0 |
1,285,746 | 2020-06-16 18:50:32 | 6,011,542,681,743,618 | fraud_Larkin, Stracke and Greenfelder | entertainment | 132.55 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | 1ee904b7077a06335e8b829f1319e248 | 1,371,408,632 | 39.745489 | -79.509021 | 0 |
1,285,747 | 2020-06-16 18:50:34 | 577,588,686,219 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 110.38 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 147ef06376cfe8040e3577a827dbfe1a | 1,371,408,634 | 40.526469 | -79.925626 | 0 |
1,285,748 | 2020-06-16 18:50:38 | 4,191,109,180,926,792 | fraud_Nader-Maggio | personal_care | 48.92 | Jennifer | Spencer | F | 477 Wheeler Burg | Amanda | OH | 43,102 | 39.6251 | -82.7552 | 4,512 | Farm manager | 1992-10-03 | de922752c7d2929db2c9ec328071d119 | 1,371,408,638 | 40.38333 | -83.437303 | 0 |
1,285,749 | 2020-06-16 18:50:53 | 3,565,414,434,959,494 | fraud_Hoppe-Parisian | kids_pets | 28.35 | Ryan | Arnold | M | 2056 Michael Wells Apt. 348 | Prairie Creek | IN | 47,869 | 39.4336 | -87.4101 | 137 | Materials engineer | 1967-03-12 | 1f135a2f467fe5ee52a9fafe7a8eda3d | 1,371,408,653 | 39.361581 | -87.379293 | 0 |
1,285,750 | 2020-06-16 18:50:54 | 6,596,735,789,587,928 | fraud_Runte, Green and Emard | health_fitness | 53.53 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | 70609a2862b286c727919536ad86d4f9 | 1,371,408,654 | 44.668397 | -94.38474 | 0 |
1,285,751 | 2020-06-16 18:51:02 | 4,512,828,414,983,802,000 | fraud_Pouros, Walker and Spencer | kids_pets | 38.09 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | b82ab692767915c2141bc0e6726c821c | 1,371,408,662 | 39.71424 | -78.804981 | 0 |
1,285,752 | 2020-06-16 18:51:38 | 4,025,612,008,285,111 | fraud_Schaefer, Fay and Hilll | entertainment | 13.78 | Krystal | Key | F | 23142 Montoya Island Apt. 742 | Corsica | PA | 15,829 | 41.1762 | -79.1976 | 1,274 | Maintenance engineer | 1949-03-20 | 4e4ab9fc04a54ef34b26a07cab6aeed2 | 1,371,408,698 | 41.021509 | -79.712401 | 0 |
1,285,753 | 2020-06-16 18:52:14 | 371,284,100,299,909 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 52.77 | Hannah | Thomas | F | 1004 Willis Pass | Hedley | TX | 79,237 | 34.8698 | -100.6806 | 513 | Early years teacher | 1976-05-24 | e24fd0f97fda80fbee2fd6d4d3af4972 | 1,371,408,734 | 35.405726 | -101.434358 | 0 |
1,285,754 | 2020-06-16 18:52:30 | 4,482,427,013,979,020 | fraud_Yost, Schamberger and Windler | kids_pets | 100.27 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | 96c929651690f81cce9658a0dcda1c08 | 1,371,408,750 | 37.854106 | -82.086643 | 0 |
1,285,755 | 2020-06-16 18:53:02 | 3,521,417,320,836,166 | fraud_Schoen-Quigley | kids_pets | 32.98 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 08245e99dfabb2909af13eef11254561 | 1,371,408,782 | 40.123778 | -86.605614 | 0 |
1,285,756 | 2020-06-16 18:53:50 | 36,890,292,963,032 | fraud_Kling-Ernser | entertainment | 36.16 | Kimberly | Webb | F | 380 Martin Mission | Girard | GA | 30,426 | 33.0437 | -81.7106 | 1,100 | Conservator, museum/gallery | 1950-04-05 | cf490354bf61ebe394bb85c6ab21ec7b | 1,371,408,830 | 33.737957 | -80.741952 | 0 |
1,285,757 | 2020-06-16 18:55:05 | 3,533,800,906,065,217 | fraud_Fahey Inc | kids_pets | 130.95 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | eea15f83acc1f0e143db52aaceb6e03e | 1,371,408,905 | 40.110163 | -99.066225 | 0 |
1,285,758 | 2020-06-16 18:55:20 | 3,598,215,285,024,754 | fraud_Donnelly LLC | entertainment | 58.56 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 532d83fba0cf3c8e420c1fcd6867b7dd | 1,371,408,920 | 40.31159 | -73.677404 | 0 |
1,285,759 | 2020-06-16 18:55:51 | 4,005,676,619,255,478 | fraud_Kilback Group | food_dining | 21.81 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 4f46dc8779b993c5a46bddf2ee4b2eef | 1,371,408,951 | 31.17448 | -89.930714 | 0 |
1,285,760 | 2020-06-16 18:56:13 | 180,048,185,037,117 | fraud_Stark-Koss | home | 41.81 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | a5484ec6994451f2f9f5857e26fa4e62 | 1,371,408,973 | 41.098762 | -75.306532 | 0 |
1,285,761 | 2020-06-16 18:56:31 | 4,223,708,906,367,574,000 | fraud_Lesch, D'Amore and Brown | food_dining | 64.6 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | d29bf25937d132117b732857f8fe5cd8 | 1,371,408,991 | 38.276157 | -85.100757 | 0 |
1,285,762 | 2020-06-16 18:56:48 | 4,424,338,559,877,976 | fraud_Kertzmann LLC | health_fitness | 6.38 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | 3c595fb634c452ff7c3f10cfe2d7f2d4 | 1,371,409,008 | 40.037094 | -83.934375 | 0 |
1,285,763 | 2020-06-16 18:57:20 | 2,291,163,933,867,244 | fraud_Schoen, Nienow and Bauch | personal_care | 40.74 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | 1f45e8578410039382cac88ecb16705d | 1,371,409,040 | 34.404867 | -81.529718 | 0 |
1,285,764 | 2020-06-16 18:57:22 | 5,456,776,410,929,288 | fraud_Kub-Heaney | health_fitness | 36.4 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | 2f1d0ffa9919c45bcd9e2ad56f9f75af | 1,371,409,042 | 40.386301 | -79.117385 | 0 |
1,285,765 | 2020-06-16 18:57:36 | 375,904,527,651,269 | fraud_Torphy-Kertzmann | health_fitness | 2.81 | Ryan | Cook | M | 75952 Wilson Course | Roseland | NE | 68,973 | 40.4591 | -98.5551 | 463 | Nurse, mental health | 1948-05-31 | 57305e34b347732f8a84f4e3a29a2cd5 | 1,371,409,056 | 40.10702 | -98.353363 | 0 |
1,285,766 | 2020-06-16 18:57:51 | 4,561,546,772,499 | fraud_Ernser-Lynch | food_dining | 29.37 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | d3caff6ccbb7abe699ffd1f3d94a808d | 1,371,409,071 | 34.18958 | -105.208471 | 0 |
1,285,767 | 2020-06-16 18:58:42 | 6,011,581,063,717,667 | fraud_Abbott-Steuber | personal_care | 18.23 | Jerry | Perkins | M | 3867 Susan Corners Apt. 883 | Brashear | MO | 63,533 | 40.1959 | -92.4333 | 805 | Private music teacher | 1970-06-27 | 025c569905372e22c0b8955d000c5638 | 1,371,409,122 | 40.737483 | -91.5747 | 0 |
1,285,768 | 2020-06-16 18:59:00 | 676,369,110,710 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 2.59 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 62c6ddfcba704f083d04038a6d685473 | 1,371,409,140 | 42.175982 | -83.769483 | 0 |
1,285,769 | 2020-06-16 18:59:06 | 3,525,590,521,269,779 | fraud_Ritchie, Oberbrunner and Cremin | travel | 2.97 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | c78d78fabc6156d9a1328a0c0e15c647 | 1,371,409,146 | 36.847516 | -79.874493 | 0 |
1,285,770 | 2020-06-16 19:00:35 | 2,233,882,705,243,596 | fraud_O'Connell-Ullrich | home | 26.25 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | ce0449c9bcc82e044f94225bbd8d4ac6 | 1,371,409,235 | 32.638485 | -89.235226 | 0 |
1,285,771 | 2020-06-16 19:00:46 | 180,094,608,895,855 | fraud_Abbott-Rogahn | entertainment | 4.9 | Tammie | Harper | F | 57887 Gutierrez Harbor | Westfir | OR | 97,492 | 43.7575 | -122.481 | 597 | Forensic psychologist | 1961-05-19 | 432e31caee503a356fc23c4783df36be | 1,371,409,246 | 43.458724 | -122.904429 | 0 |
1,285,772 | 2020-06-16 19:01:16 | 375,534,208,663,984 | fraud_Haag-Blanda | food_dining | 59.14 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | 752d2b921d7fc25f6c057fc6cb3ff4bf | 1,371,409,276 | 38.209534 | -79.252777 | 0 |
1,285,773 | 2020-06-16 19:01:21 | 377,113,842,678,100 | fraud_Beier and Sons | home | 45.97 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 14f2936402145f28165577baa8ae94f1 | 1,371,409,281 | 38.764405 | -74.34679 | 0 |
1,285,774 | 2020-06-16 19:01:49 | 3,524,574,586,339,330 | fraud_Wilkinson LLC | personal_care | 9.95 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | 4560487557cbf869dd4fa8cdf32a8e7e | 1,371,409,309 | 27.692023 | -80.070405 | 0 |
1,285,775 | 2020-06-16 19:03:04 | 6,011,399,591,920,186 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 8.42 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | 0471a7da164779ffe40f9e4f71f1cf9e | 1,371,409,384 | 42.955667 | -73.848552 | 0 |
1,285,776 | 2020-06-16 19:04:11 | 3,518,669,219,150,142 | fraud_Prosacco LLC | personal_care | 6.47 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | 7cbc2ffa0ec3afca81c2af48626ae480 | 1,371,409,451 | 38.976508 | -83.27215 | 0 |
1,285,777 | 2020-06-16 19:04:12 | 2,242,542,703,101,233 | fraud_Kutch, Steuber and Gerhold | food_dining | 51.81 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | ac9a26371f699d7c86fd84e7e54dc7bb | 1,371,409,452 | 38.060625 | -84.672648 | 0 |
1,285,778 | 2020-06-16 19:04:16 | 370,348,764,075,623 | fraud_Beer-Jast | kids_pets | 59.99 | Christopher | Gomez | M | 950 Dunn Squares | Tickfaw | LA | 70,466 | 30.5668 | -90.482 | 8,512 | Accountant, chartered public finance | 1951-09-03 | 915e2eb704283c86a4fc2d7142e1f2bd | 1,371,409,456 | 30.944373 | -89.707501 | 0 |
1,285,779 | 2020-06-16 19:04:27 | 3,540,075,240,003,197 | fraud_Ledner, Hartmann and Feest | health_fitness | 9.26 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | 52e26cd8bfabf95bf40d7f5fdeaaa140 | 1,371,409,467 | 44.987677 | -92.902194 | 0 |
1,285,780 | 2020-06-16 19:04:54 | 30,428,204,673,351 | fraud_Lang, Towne and Schuppe | kids_pets | 44.92 | Greg | Villarreal | M | 2851 Foster Shoals | Schaefferstown | PA | 17,088 | 40.3087 | -76.2963 | 823 | Gaffer | 1982-07-02 | 022be7cbd1ff07589a1d278759d17f1c | 1,371,409,494 | 40.914589 | -75.996108 | 0 |
1,285,781 | 2020-06-16 19:05:12 | 3,567,697,931,646,329 | fraud_Stamm-Rodriguez | misc_pos | 6.16 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 2d335f65c8637a620695c936f10beaae | 1,371,409,512 | 42.308701 | -73.947738 | 0 |
1,285,782 | 2020-06-16 19:06:05 | 4,301,028,321,766,222,300 | fraud_Abshire PLC | entertainment | 72.04 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | dfb529b27e4d773f322fb4d5a7bac988 | 1,371,409,565 | 39.634451 | -80.235743 | 0 |
1,285,783 | 2020-06-16 19:06:13 | 4,681,699,462,969 | fraud_Durgan, Gislason and Spencer | home | 36.8 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | e33b5bc5a4b948b0591885d4c56535aa | 1,371,409,573 | 36.580821 | -85.623869 | 0 |
1,285,784 | 2020-06-16 19:07:00 | 4,378,993,458,389,626 | fraud_Ruecker Group | misc_net | 9.51 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 048b6d9b3756cb871f69a872a9e783b2 | 1,371,409,620 | 43.031223 | -71.338505 | 0 |
1,285,785 | 2020-06-16 19:07:16 | 30,546,453,310,167 | fraud_Tromp Group | travel | 9.06 | Nicholas | Tran | M | 672 Randall Burg Suite 551 | Belmont | NH | 3,220 | 43.4512 | -71.489 | 7,430 | Scientist, research (medical) | 1955-01-13 | ed46de023545933ae755c8157b1ec38a | 1,371,409,636 | 44.097104 | -71.247216 | 0 |
1,285,786 | 2020-06-16 19:07:32 | 3,518,758,680,062,249 | fraud_Collier LLC | home | 35.32 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | a539a883f8f2e84801f10f661ec885c2 | 1,371,409,652 | 38.861124 | -110.202519 | 0 |
1,285,787 | 2020-06-16 19:08:00 | 3,520,550,088,202,337 | fraud_Pfeffer and Sons | shopping_pos | 164.26 | Micheal | Walters | M | 15315 Vaughn Park Suite 356 | Hovland | MN | 55,606 | 47.8342 | -90.0476 | 272 | Freight forwarder | 2001-07-05 | 288927c6ba2971cc6a1e4940e6f46bb2 | 1,371,409,680 | 47.089806 | -90.911794 | 0 |
1,285,788 | 2020-06-16 19:09:59 | 4,658,490,815,480,264 | fraud_Haley, Batz and Auer | health_fitness | 9.88 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 5698ee967cc8ffc0c576d7d85422145e | 1,371,409,799 | 39.747304 | -80.490299 | 0 |
1,285,789 | 2020-06-16 19:10:03 | 3,576,511,691,045,060 | fraud_Hoppe, Harris and Bednar | entertainment | 135.16 | Leah | Garner | F | 147 Mckinney Run Apt. 743 | Ehrhardt | SC | 29,081 | 33.1044 | -81.0221 | 1,352 | Engineer, materials | 1992-10-08 | bb40f1884116c787f5769dacb411ddd0 | 1,371,409,803 | 33.970034 | -80.649328 | 0 |
1,285,790 | 2020-06-16 19:10:08 | 378,858,024,506,425 | fraud_Parker-Kunde | personal_care | 249.03 | Debra | Eaton | F | 72743 Brian Run | Paradise Valley | AZ | 85,253 | 33.5494 | -111.9565 | 17,047 | Building surveyor | 1935-01-29 | aa4508a3a17e6bf954218ca9d737dc6e | 1,371,409,808 | 34.458067 | -112.257763 | 0 |
1,285,791 | 2020-06-16 19:10:13 | 6,544,734,391,390,261 | fraud_Carroll PLC | health_fitness | 22.75 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 2b35227bbcf3432a865fa32db9d6882f | 1,371,409,813 | 42.415727 | -88.28747 | 0 |
1,285,792 | 2020-06-16 19:10:22 | 4,640,395,708,703 | fraud_Little Ltd | kids_pets | 27.13 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | 1d2aac4b58043449a8d2846d37c25232 | 1,371,409,822 | 31.12647 | -91.970058 | 0 |
1,285,793 | 2020-06-16 19:10:32 | 6,506,116,513,503,136 | fraud_McDermott, Osinski and Morar | home | 27.07 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | 562cf84210248cd3d4c095af4d4f9873 | 1,371,409,832 | 31.502442 | -95.432359 | 0 |
1,285,794 | 2020-06-16 19:10:37 | 38,057,513,087,029 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 22.7 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | 4c3c2e2ae3ea16d0879a4b437842ff49 | 1,371,409,837 | 36.534371 | -122.450019 | 0 |
1,285,795 | 2020-06-16 19:10:53 | 4,377,338,765,909,719 | fraud_Bahringer-Streich | food_dining | 9.72 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | dcbcbdce3b15f5f22ae6ae6bd7d19d5c | 1,371,409,853 | 35.777784 | -83.477624 | 0 |
1,285,796 | 2020-06-16 19:11:08 | 30,561,214,688,470 | fraud_Rempel Inc | shopping_net | 2.26 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | 587b78a69109ecd11e54950df30d7cba | 1,371,409,868 | 41.250371 | -74.516158 | 0 |
1,285,797 | 2020-06-16 19:11:28 | 6,595,970,453,799,027 | fraud_Medhurst Inc | home | 52.71 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 04522e4da6d9d554b199c58ff3c23fae | 1,371,409,888 | 39.948285 | -73.567858 | 0 |
1,285,798 | 2020-06-16 19:11:32 | 180,011,453,250,192 | fraud_Medhurst Inc | home | 98.03 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | 58e9f551331473b024eaab696fdd926f | 1,371,409,892 | 40.225598 | -91.381238 | 0 |
1,285,799 | 2020-06-16 19:11:32 | 30,074,693,890,476 | fraud_Terry-Huel | shopping_net | 2.65 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | 8bf4845bf793657a54e69d3ca339ab9f | 1,371,409,892 | 38.172377 | -100.921366 | 0 |
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