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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,266,400 | 2020-06-09 22:13:58 | 4,048,508,450,704,760 | fraud_Sawayn PLC | shopping_pos | 5.89 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 23874b2ef7db79556e36121b83055d42 | 1,370,816,038 | 42.008184 | -98.542486 | 0 |
1,266,401 | 2020-06-09 22:14:15 | 4,400,011,257,587,662,000 | fraud_Beer-Jast | kids_pets | 75.62 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 1f0d85de94c9b7ba6e5accf95cafd51e | 1,370,816,055 | 41.114387 | -99.695523 | 0 |
1,266,402 | 2020-06-09 22:14:34 | 30,561,214,688,470 | fraud_Abernathy and Sons | food_dining | 2.09 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | 174e1267521858aa2889021fed3dc5fe | 1,370,816,074 | 40.586731 | -75.646989 | 0 |
1,266,403 | 2020-06-09 22:14:43 | 180,067,151,859,700 | fraud_Stark-Koss | home | 59.39 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | 0267423c415b2183bcf07c120ec94499 | 1,370,816,083 | 42.113081 | -87.141132 | 0 |
1,266,404 | 2020-06-09 22:15:01 | 344,709,867,813,900 | fraud_Bogisich-Weimann | kids_pets | 198.78 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | b7180232f0aed9c8e4881ad72da1f926 | 1,370,816,101 | 28.35167 | -81.416414 | 0 |
1,266,405 | 2020-06-09 22:15:55 | 501,899,453,424 | fraud_Eichmann, Hayes and Treutel | travel | 6.34 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | a9fbdb85fbcab79b0f8da88f925bd52b | 1,370,816,155 | 33.951449 | -85.246391 | 0 |
1,266,406 | 2020-06-09 22:16:02 | 4,509,142,395,811,241 | fraud_Mante, Luettgen and Hackett | health_fitness | 11.03 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 1a7009a3eafbc3b47848be33d793a328 | 1,370,816,162 | 31.603164 | -82.182408 | 0 |
1,266,407 | 2020-06-09 22:17:01 | 3,583,293,909,206,278 | fraud_Roob, Conn and Tremblay | shopping_pos | 9.74 | Deborah | Fisher | F | 1911 Fisher Brook | Kirtland Afb | NM | 87,117 | 35.0203 | -106.5503 | 310 | Surveyor, land/geomatics | 1978-09-30 | 90e80f1f78de8e208ab26262033483a0 | 1,370,816,221 | 34.189997 | -105.693849 | 0 |
1,266,408 | 2020-06-09 22:17:21 | 3,531,129,874,770,000 | fraud_Corwin-Romaguera | travel | 2.6 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | a11444996ac3a8e1717e4e2d60066636 | 1,370,816,241 | 43.498228 | -73.065912 | 0 |
1,266,409 | 2020-06-09 22:17:28 | 30,273,037,698,427 | fraud_Torphy-Kertzmann | health_fitness | 5.82 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 1eb7920395bdbd8307546f6354447bcd | 1,370,816,248 | 34.851857 | -91.707516 | 0 |
1,266,410 | 2020-06-09 22:17:58 | 370,877,495,212,014 | fraud_Altenwerth-Kilback | home | 40.09 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 60e6f4b7b39cdf278c7c6e9315e6fee6 | 1,370,816,278 | 35.990745 | -80.499971 | 0 |
1,266,411 | 2020-06-09 22:18:00 | 4,423,489,490,781,412 | fraud_Schmidt-Larkin | home | 11.03 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | 44ce52bd036a3646b704d72aecb05682 | 1,370,816,280 | 42.455169 | -90.468105 | 0 |
1,266,412 | 2020-06-09 22:18:12 | 3,511,378,610,369,890 | fraud_Lemke-Gutmann | shopping_net | 6.01 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | d07a5a56f9fb3dc6c8b800944797a8ae | 1,370,816,292 | 35.459964 | -86.771777 | 0 |
1,266,413 | 2020-06-09 22:18:32 | 6,538,441,737,335,434 | fraud_Becker, Harris and Harvey | personal_care | 11.03 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 3249df3215497a49a2a4325ffcfe5e9f | 1,370,816,312 | 41.259549 | -79.6788 | 0 |
1,266,414 | 2020-06-09 22:19:21 | 573,860,193,545 | fraud_Kemmer-Buckridge | misc_pos | 2.14 | Cristian | Jones | M | 0423 Kirby Field Suite 623 | Wilmette | IL | 60,091 | 42.0765 | -87.7246 | 27,020 | Trade mark attorney | 1986-07-23 | 6a7e6b05d717538eeb2d0ec5a349d57b | 1,370,816,361 | 42.434319 | -88.542872 | 0 |
1,266,415 | 2020-06-09 22:19:37 | 4,302,480,582,202,074 | fraud_Lynch-Wisozk | home | 14.96 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | d9923dfc0896b1367b706b437652e079 | 1,370,816,377 | 42.28453 | -85.896561 | 0 |
1,266,416 | 2020-06-09 22:19:47 | 3,518,234,918,950,662 | fraud_Metz, Russel and Metz | kids_pets | 65 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 90ad2c4e9f82d96c88494427f9535f25 | 1,370,816,387 | 34.439674 | -97.247045 | 0 |
1,266,417 | 2020-06-09 22:19:50 | 340,951,438,290,556 | fraud_Homenick LLC | personal_care | 65.05 | Maria | Garcia | F | 865 Thomas Village | Orangeburg | NY | 10,962 | 41.0442 | -73.9609 | 5,950 | Records manager | 1971-07-02 | 34c1a8c92e8086fab3fab7ac5354a879 | 1,370,816,390 | 40.581024 | -74.856553 | 0 |
1,266,418 | 2020-06-09 22:19:52 | 376,028,110,684,021 | fraud_Gerhold LLC | home | 92.21 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | f095d5338bd360d23dac75d3311d2336 | 1,370,816,392 | 40.341124 | -93.5954 | 0 |
1,266,419 | 2020-06-09 22:20:07 | 567,868,110,212 | fraud_Marvin-Lind | personal_care | 68.53 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 1f06075feee4fcf1462367a0bd327691 | 1,370,816,407 | 28.893661 | -94.465869 | 0 |
1,266,420 | 2020-06-09 22:20:14 | 3,518,669,219,150,142 | fraud_Barrows PLC | shopping_pos | 1.63 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | dfe143083f147fe3cbd7fddfd50fa3bc | 1,370,816,414 | 38.66109 | -84.483443 | 0 |
1,266,421 | 2020-06-09 22:20:32 | 375,248,307,838,179 | fraud_Johns Inc | entertainment | 25.08 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | 88892dda84d843a79f70fe64616145ea | 1,370,816,432 | 39.295245 | -79.883179 | 0 |
1,266,422 | 2020-06-09 22:20:42 | 6,011,693,194,885,790 | fraud_Nolan-Williamson | kids_pets | 58.65 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 2d4ec307138c2620599b1b29bfc67ba9 | 1,370,816,442 | 46.125812 | -93.3789 | 0 |
1,266,423 | 2020-06-09 22:20:48 | 346,273,234,529,002 | fraud_Hills, Hegmann and Schaefer | health_fitness | 157.94 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | f40fcddc73ce79cd12348d1f9fd68b4e | 1,370,816,448 | 37.623484 | -79.599307 | 0 |
1,266,424 | 2020-06-09 22:21:10 | 676,118,385,837 | fraud_Mosciski Group | travel | 3.4 | Katelyn | Wise | F | 674 Maureen Summit Apt. 276 | Scotts Mills | OR | 97,375 | 44.9897 | -122.6187 | 1,252 | Engineer, petroleum | 1937-02-06 | d64d3d50c9ac14b62e89e994cd2d74c6 | 1,370,816,470 | 44.849862 | -122.402175 | 0 |
1,266,425 | 2020-06-09 22:21:13 | 30,364,087,349,027 | fraud_Mosciski Group | travel | 8.84 | Samuel | Sandoval | M | 0005 Morrison Land | Mounds | OK | 74,047 | 35.8896 | -96.0887 | 7,163 | Fitness centre manager | 1982-02-05 | 90967e609b0ff91e4a67a9e2f4b86dfd | 1,370,816,473 | 36.266173 | -95.544822 | 0 |
1,266,426 | 2020-06-09 22:21:14 | 3,506,042,666,828,517 | fraud_Beer-Jast | kids_pets | 145.81 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | c10a97482d43fdd1be8321d9eba60a36 | 1,370,816,474 | 38.786021 | -81.174793 | 0 |
1,266,427 | 2020-06-09 22:21:19 | 4,873,783,502,705,038 | fraud_Volkman-Predovic | shopping_net | 598.48 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 2acfd2e7ab479959e9a7ce5e80b3300f | 1,370,816,479 | 48.755389 | -121.605468 | 0 |
1,266,428 | 2020-06-09 22:21:23 | 30,501,624,614,310 | fraud_Yost, Block and Koepp | misc_pos | 14.23 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 2569e4fbd71f2a9ff6169499e8a747e7 | 1,370,816,483 | 33.119532 | -81.835187 | 0 |
1,266,429 | 2020-06-09 22:21:27 | 180,094,419,304,907 | fraud_Goyette-Gerhold | kids_pets | 18.2 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | ff2def80db19a23623f79946ad46b183 | 1,370,816,487 | 33.367617 | -117.061822 | 0 |
1,266,430 | 2020-06-09 22:21:37 | 371,683,116,218,417 | fraud_Pollich LLC | home | 9.07 | Debra | Becker | F | 384 Jonathan Hills | Iselin | NJ | 8,830 | 40.5716 | -74.3167 | 18,459 | Emergency planning/management officer | 1929-03-19 | 0ef37465f136634619134c244885acab | 1,370,816,497 | 39.780116 | -73.567783 | 0 |
1,266,431 | 2020-06-09 22:21:48 | 676,298,633,337 | fraud_Hills, Hegmann and Schaefer | health_fitness | 114.78 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | dd24ccc74fa5e5c55912cb5b8ec0b0cf | 1,370,816,508 | 38.466561 | -80.254803 | 0 |
1,266,432 | 2020-06-09 22:21:53 | 3,573,030,041,201,292 | fraud_Bahringer, Bergnaum and Quitzon | home | 27.49 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | b649c407ca730049a799c823c7e735d3 | 1,370,816,513 | 41.234941 | -109.753525 | 0 |
1,266,433 | 2020-06-09 22:22:00 | 3,568,255,211,412,877 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 26.93 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 9b5f0c06ec6c06d85b8a4e909c7e100b | 1,370,816,520 | 41.091723 | -84.417315 | 0 |
1,266,434 | 2020-06-09 22:22:25 | 372,520,049,757,633 | fraud_Block Group | misc_pos | 39.85 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 2b970b4704f182f0e244ab5024a84436 | 1,370,816,545 | 48.762876 | -93.471585 | 0 |
1,266,435 | 2020-06-09 22:22:40 | 2,266,735,643,685,262 | fraud_Bogisich-Weimann | kids_pets | 3.36 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 58c4a4d21b15f3ba3542426128369e92 | 1,370,816,560 | 35.346786 | -85.778881 | 0 |
1,266,436 | 2020-06-09 22:22:56 | 378,278,619,832,195 | fraud_Runte, Green and Emard | health_fitness | 15.19 | Mary | Mcintyre | F | 77921 Costa Villages | Eugene | OR | 97,403 | 44.0385 | -123.0614 | 191,096 | Scientist, physiological | 1964-04-06 | 9bee9f653dbe4f0e1889472190690ce8 | 1,370,816,576 | 43.47553 | -123.560987 | 0 |
1,266,437 | 2020-06-09 22:22:59 | 3,551,217,896,304,745 | fraud_Wuckert-Goldner | home | 37.9 | 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 | 078bf8b01b99376a8faa63de9aba4e3e | 1,370,816,579 | 43.593105 | -73.938135 | 0 |
1,266,438 | 2020-06-09 22:23:01 | 4,430,881,574,719,618 | fraud_Weimann-Lockman | kids_pets | 26.13 | Alicia | Morales | F | 4456 Dunn Roads | Meredith | CO | 81,642 | 39.3199 | -106.6596 | 61 | Public relations account executive | 1939-11-04 | c2d97e6fe87fb7c124257447d9a869b5 | 1,370,816,581 | 38.800858 | -107.341191 | 0 |
1,266,439 | 2020-06-09 22:23:07 | 30,596,478,689,301 | fraud_Block-Hauck | travel | 1.89 | Daniel | Graham | M | 28223 Ward Summit Apt. 664 | Arvada | CO | 80,005 | 39.8422 | -105.1097 | 122,111 | Hotel manager | 1987-05-23 | ebf4662a12cada3cb619a42518d56ccf | 1,370,816,587 | 39.764611 | -104.660698 | 0 |
1,266,440 | 2020-06-09 22:24:38 | 4,066,595,222,529 | fraud_Tillman LLC | travel | 6.93 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | 14fca0c2f38f6c6c5593313d402220ab | 1,370,816,678 | 37.126901 | -82.382491 | 0 |
1,266,441 | 2020-06-09 22:24:44 | 375,248,307,838,179 | fraud_Brown, Homenick and Lesch | health_fitness | 12.61 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | b3e9c76bd2065c63d80e380e36c27090 | 1,370,816,684 | 39.078628 | -80.334756 | 0 |
1,266,442 | 2020-06-09 22:24:52 | 30,150,717,898,388 | fraud_Cronin, Kshlerin and Weber | health_fitness | 29.96 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | a2c4851811daca45f457cad1079338e4 | 1,370,816,692 | 34.406266 | -85.38129 | 0 |
1,266,443 | 2020-06-09 22:25:31 | 3,560,246,577,314,524 | fraud_Schoen Ltd | kids_pets | 71.12 | Sarah | Scott | F | 03090 Fisher Forges Apt. 200 | Wichita | KS | 67,216 | 37.6223 | -97.3136 | 409,656 | Textile designer | 1930-10-21 | 79e92d44aa7a97b21dd26754556d0a41 | 1,370,816,731 | 37.263965 | -96.819013 | 0 |
1,266,444 | 2020-06-09 22:25:57 | 180,036,456,789,979 | fraud_Botsford and Sons | home | 69.36 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | c89159c1cc00a797b2a30cc7fadbb662 | 1,370,816,757 | 43.317892 | -91.081103 | 0 |
1,266,445 | 2020-06-09 22:26:06 | 4,792,627,764,422,478,000 | fraud_Howe PLC | entertainment | 63.39 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | c5311102bd61718c276c1ec5e6eee327 | 1,370,816,766 | 38.015497 | -93.972624 | 0 |
1,266,446 | 2020-06-09 22:27:00 | 3,502,088,871,723,054 | fraud_McKenzie-Huels | food_dining | 7.92 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | a3091e14faf283073db6b027bf635a50 | 1,370,816,820 | 38.544387 | -76.55431 | 0 |
1,266,447 | 2020-06-09 22:27:06 | 6,011,388,901,471,808 | fraud_Bogisich-Weimann | kids_pets | 70.08 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | 3f5fed388f67267500b7bf6bd3b7b1ec | 1,370,816,826 | 40.529733 | -78.900593 | 0 |
1,266,448 | 2020-06-09 22:27:19 | 6,011,109,736,646,996 | fraud_Pagac LLC | shopping_pos | 9.48 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | b8f41b198058532aee17af930a5f6f6b | 1,370,816,839 | 34.131238 | -78.153064 | 0 |
1,266,449 | 2020-06-09 22:27:40 | 3,545,109,339,866,548 | fraud_Deckow-Dare | food_dining | 8.35 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 4de14ce7376de15a7d9abf3e874a4cd4 | 1,370,816,860 | 33.122561 | -91.383084 | 0 |
1,266,450 | 2020-06-09 22:27:48 | 5,456,776,410,929,288 | fraud_Zulauf LLC | personal_care | 28.87 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | 05032941b213db76cc3df4d798acbc95 | 1,370,816,868 | 40.852027 | -79.321943 | 0 |
1,266,451 | 2020-06-09 22:28:13 | 6,011,893,664,860,915 | fraud_Stoltenberg-Beatty | shopping_pos | 7.31 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 79dd6983041aaa87ca860d1a6343f48b | 1,370,816,893 | 39.34748 | -104.166715 | 0 |
1,266,452 | 2020-06-09 22:28:27 | 3,566,094,707,272,327 | fraud_Langworth LLC | personal_care | 16.92 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | b24eb9181b4a2e11a5a4bae3f0e36d45 | 1,370,816,907 | 34.125035 | -118.535234 | 0 |
1,266,453 | 2020-06-09 22:28:28 | 346,273,234,529,002 | fraud_Cruickshank-Mills | entertainment | 234.43 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | db2bb512c1132eca4aad0aaed1670d45 | 1,370,816,908 | 37.927822 | -79.778465 | 0 |
1,266,454 | 2020-06-09 22:29:11 | 4,956,828,990,005,111,000 | fraud_Schmidt and Sons | shopping_net | 3.87 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 3896df6590aa7c839b66f0947ee8bc4a | 1,370,816,951 | 39.973773 | -74.167963 | 0 |
1,266,455 | 2020-06-09 22:29:41 | 4,169,759,661,243,568 | fraud_Pagac LLC | shopping_pos | 4.5 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 703518a3d2c079a5e380157bcffb04b0 | 1,370,816,981 | 39.792792 | -76.253319 | 0 |
1,266,456 | 2020-06-09 22:29:43 | 2,242,542,703,101,233 | fraud_Medhurst Inc | home | 150.68 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 9737bb2c79ae54eb057b3c0d56cb87c5 | 1,370,816,983 | 38.245998 | -85.597886 | 0 |
1,266,457 | 2020-06-09 22:29:53 | 376,656,886,990,758 | fraud_Hills, Hegmann and Schaefer | health_fitness | 285.3 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | 53bb2353eda8b31294424fb0a617e9e6 | 1,370,816,993 | 31.87464 | -93.77555 | 0 |
1,266,458 | 2020-06-09 22:30:11 | 4,440,581,794,652 | fraud_Kautzer and Sons | personal_care | 108.69 | Karen | Cooper | F | 425 Caleb Point Apt. 050 | San Diego | CA | 92,128 | 33.0067 | -117.069 | 1,241,364 | Pharmacist, hospital | 1960-03-01 | 88c195166e4990df612df131c285bbab | 1,370,817,011 | 33.118424 | -117.208884 | 0 |
1,266,459 | 2020-06-09 22:31:16 | 2,318,062,975,163,331 | fraud_Adams-Barrows | health_fitness | 64.05 | William | Martinez | M | 0207 Griffith Plains Apt. 544 | Louisiana | MO | 63,353 | 39.4336 | -91.0664 | 4,593 | Teacher, early years/pre | 1940-11-11 | 090c7dd9f404de66cd9be2a8e5c12f78 | 1,370,817,076 | 39.162321 | -91.356649 | 0 |
1,266,460 | 2020-06-09 22:31:37 | 3,587,044,315,915,002 | fraud_Bechtelar-Rippin | food_dining | 57.87 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | a77cf82dd4965f305fb7168a3045c2c2 | 1,370,817,097 | 34.760382 | -88.987975 | 0 |
1,266,461 | 2020-06-09 22:32:03 | 571,365,235,126 | fraud_Boyer-Reichert | shopping_net | 2.69 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | b1c824e7f7ceb98e3a439c759711ca95 | 1,370,817,123 | 43.861652 | -85.755057 | 0 |
1,266,462 | 2020-06-09 22:32:14 | 4,666,314,527,820,883,000 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 70.79 | Guy | Thompson | M | 5812 Ramos Oval Suite 598 | Ravenna | NE | 68,869 | 41.0233 | -98.9041 | 2,202 | Solicitor, Scotland | 1974-06-21 | 389c251e9f383c04fe3591d1a1e790a4 | 1,370,817,134 | 42.018038 | -97.920789 | 0 |
1,266,463 | 2020-06-09 22:32:21 | 4,809,701,904,914 | fraud_Zboncak, Rowe and Murazik | shopping_net | 5.56 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 84ecc5eac445d84619a83c31c6ec9618 | 1,370,817,141 | 31.703189 | -84.255219 | 0 |
1,266,464 | 2020-06-09 22:32:27 | 30,266,994,494,236 | fraud_Nienow PLC | entertainment | 24.31 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | 3270e133873ba6b5af01b8bd407ae315 | 1,370,817,147 | 36.242036 | -77.986271 | 0 |
1,266,465 | 2020-06-09 22:33:13 | 4,334,230,547,694,630 | fraud_Hirthe-Beier | health_fitness | 22.66 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | dec4c0fd026b9d4a331acd623d0c76f7 | 1,370,817,193 | 43.407014 | -110.272627 | 0 |
1,266,466 | 2020-06-09 22:33:15 | 5,388,659,976,630,693 | fraud_Shields-Wunsch | health_fitness | 6.16 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | a7cb23ee73aae5337fb5ab1f2f5f0ab9 | 1,370,817,195 | 43.371283 | -91.534477 | 0 |
1,266,467 | 2020-06-09 22:33:22 | 3,521,815,216,091,574 | fraud_Hyatt, Russel and Gleichner | health_fitness | 71.91 | Wayne | Marsh | M | 172 Leonard Island | Dumont | CO | 80,436 | 39.7532 | -105.6356 | 565 | Mental health nurse | 1978-08-27 | 75453a3cf303f1f9241312620a9b0779 | 1,370,817,202 | 38.84465 | -105.231561 | 0 |
1,266,468 | 2020-06-09 22:33:35 | 4,755,696,071,492 | fraud_Bednar Inc | travel | 8.1 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | e3547c7645a01b44edd5422f7885563e | 1,370,817,215 | 32.94258 | -96.225623 | 0 |
1,266,469 | 2020-06-09 22:33:57 | 4,992,346,398,065,154,000 | fraud_Gibson-Deckow | entertainment | 67.57 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | 3190c3c80b4385d8153e5ebffb460147 | 1,370,817,237 | 40.696067 | -89.146077 | 0 |
1,266,470 | 2020-06-09 22:34:07 | 4,998,109,455,173,950 | fraud_Johns Inc | entertainment | 90.3 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 47653977813b0826fdb19b9cea6cf7b3 | 1,370,817,247 | 39.005759 | -95.297873 | 0 |
1,266,471 | 2020-06-09 22:34:17 | 4,319,584,480,204,989,000 | fraud_Wuckert-Goldner | home | 84.74 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 881a131c4e9512659de643dff0a7261d | 1,370,817,257 | 36.917363 | -83.416277 | 0 |
1,266,472 | 2020-06-09 22:35:29 | 3,543,299,015,720,986 | fraud_Koss, Hansen and Lueilwitz | home | 37.04 | Angela | White | F | 137 Adam Dale | Lebanon | VA | 24,266 | 36.8809 | -82.0956 | 9,521 | Teacher, English as a foreign language | 1977-10-19 | 6feb70e7ac8c6e3e0125cbb3937c78f1 | 1,370,817,329 | 36.23654 | -81.720996 | 0 |
1,266,473 | 2020-06-09 22:35:32 | 502,012,776,709 | fraud_Nienow, Barrows and Romaguera | personal_care | 40.6 | Sherry | Martinez | F | 144 Yu Locks Apt. 754 | Garrattsville | NY | 13,342 | 42.6315 | -75.1866 | 165 | Naval architect | 1945-09-20 | 1878713f902b7a46089bb1a6362d3232 | 1,370,817,332 | 43.297029 | -76.099624 | 0 |
1,266,474 | 2020-06-09 22:35:58 | 2,296,006,538,441,789 | fraud_Rippin, Kub and Mann | misc_net | 9.42 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | 343a8503d36f93555ab46723fd95be84 | 1,370,817,358 | 39.766326 | -73.276454 | 0 |
1,266,475 | 2020-06-09 22:36:50 | 30,446,018,552,504 | fraud_O'Connell-Ullrich | home | 209.8 | Felicia | Thomas | F | 47035 Murray Harbors | Achille | OK | 74,720 | 33.8396 | -96.3648 | 608 | Seismic interpreter | 1993-05-27 | 8769a7e004766c539b8f7707dfefc351 | 1,370,817,410 | 33.155007 | -96.519644 | 0 |
1,266,476 | 2020-06-09 22:37:20 | 6,011,652,924,285,713 | fraud_Kihn-Fritsch | food_dining | 30.49 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 76d4cca4edd55f3e989f604a884e0957 | 1,370,817,440 | 38.266567 | -91.805809 | 0 |
1,266,477 | 2020-06-09 22:37:25 | 4,855,488,158,131,690,000 | fraud_Gibson-Deckow | entertainment | 74.05 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | 19296a16feba9238fb50fffec036027c | 1,370,817,445 | 43.517169 | -73.104665 | 0 |
1,266,478 | 2020-06-09 22:37:42 | 3,553,629,419,254,918 | fraud_Durgan, Gislason and Spencer | home | 57.08 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | afbfb061f4c1bd547e0e9a1e9e1f9f63 | 1,370,817,462 | 49.319753 | -122.04857 | 0 |
1,266,479 | 2020-06-09 22:37:48 | 340,953,839,692,349 | fraud_Nader-Maggio | personal_care | 2.5 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | 0fc76834f41edc2e9025c3ef01b45d94 | 1,370,817,468 | 41.633204 | -82.590063 | 0 |
1,266,480 | 2020-06-09 22:38:00 | 30,103,132,002,433 | fraud_Upton PLC | entertainment | 473.16 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | da5b77f92e5f986223b6baa1c4ff3fcd | 1,370,817,480 | 41.30591 | -78.066916 | 0 |
1,266,481 | 2020-06-09 22:38:36 | 3,590,736,522,064,285 | fraud_Kutch-Ferry | home | 64.78 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 5e83d7abda921549a527f33dab107c71 | 1,370,817,516 | 34.325867 | -93.378865 | 0 |
1,266,482 | 2020-06-09 22:38:54 | 3,572,976,568,630,035 | fraud_Lynch Ltd | shopping_pos | 758.19 | William | Lopez | M | 785 Kevin Walk Suite 237 | Brainard | NE | 68,626 | 41.1832 | -96.9882 | 614 | Associate Professor | 1967-06-20 | 79de0eb69b0e4d9ec31550578ed5e6d9 | 1,370,817,534 | 40.26184 | -96.842227 | 1 |
1,266,483 | 2020-06-09 22:39:14 | 6,596,735,789,587,928 | fraud_Mosciski Group | travel | 6.16 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | 4a411e0104ff98b9ab0e56bf0931ad7d | 1,370,817,554 | 44.495417 | -94.054704 | 0 |
1,266,484 | 2020-06-09 22:39:18 | 4,471,568,287,204 | fraud_Durgan, Gislason and Spencer | home | 16.88 | Dakota | Maldonado | M | 369 Cochran Radial | Pelham | NC | 27,311 | 36.4899 | -79.4736 | 3,402 | Insurance underwriter | 1927-10-24 | 9ceee6a0bd067d1fe661434578544eac | 1,370,817,558 | 37.259374 | -79.113949 | 0 |
1,266,485 | 2020-06-09 22:40:11 | 2,229,824,890,647,120 | fraud_Champlin and Sons | home | 75.94 | Walter | Blair | M | 44951 Williams Brooks | Pearlington | MS | 39,572 | 30.2508 | -89.6011 | 1,414 | Therapist, occupational | 1958-02-17 | f6836e7bdd295ac89db6411443103340 | 1,370,817,611 | 29.355295 | -89.581502 | 0 |
1,266,486 | 2020-06-09 22:40:15 | 3,519,607,465,576,254 | fraud_Cartwright PLC | kids_pets | 22.96 | Audrey | Gonzalez | F | 34180 Lopez Plaza | Fields Landing | CA | 95,537 | 40.7268 | -124.2174 | 276 | Scientist, audiological | 1929-05-06 | 89f08614d77f94813e489e790de022f5 | 1,370,817,615 | 40.189734 | -125.09073 | 0 |
1,266,487 | 2020-06-09 22:41:09 | 4,809,701,904,914 | fraud_Beier-Hyatt | shopping_pos | 53.14 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 960679eba480228223167d47ac41e900 | 1,370,817,669 | 32.867499 | -84.900189 | 0 |
1,266,488 | 2020-06-09 22:41:27 | 180,084,576,295,055 | fraud_Lind-Buckridge | entertainment | 1.84 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | df0e6e8626c502a2030c9debfff9d17a | 1,370,817,687 | 29.426188 | -95.903319 | 0 |
1,266,489 | 2020-06-09 22:41:34 | 4,683,638,447,911 | fraud_Champlin-Casper | home | 83.38 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | 6f7b116e3761288834b6121b69d92c2f | 1,370,817,694 | 30.957023 | -91.834867 | 0 |
1,266,490 | 2020-06-09 22:41:38 | 4,518,350,514,020,532 | fraud_Bogisich-Weimann | kids_pets | 23.55 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | f5d146b060e3f1d5ecec8ceb6ef945f5 | 1,370,817,698 | 26.554458 | -82.601085 | 0 |
1,266,491 | 2020-06-09 22:41:52 | 3,590,736,522,064,285 | fraud_Hettinger, McCullough and Fay | home | 180.11 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | c7d2ad8d8e95f4756077cbf3d979f97a | 1,370,817,712 | 35.165369 | -91.918824 | 0 |
1,266,492 | 2020-06-09 22:42:03 | 375,534,208,663,984 | fraud_Hyatt, Russel and Gleichner | health_fitness | 75.73 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | ee55b921ebff0541d4fa8902086077d7 | 1,370,817,723 | 38.92199 | -80.199115 | 0 |
1,266,493 | 2020-06-09 22:42:19 | 3,541,554,378,551,366 | fraud_Medhurst Inc | home | 126.98 | Brianna | Wilson | F | 257 Victor Stravenue | Hampton | VA | 23,666 | 37.0462 | -76.4096 | 136,895 | Accounting technician | 1939-09-19 | f87be99a1b71a9d1fdcf58217f3794cb | 1,370,817,739 | 37.866273 | -76.081285 | 0 |
1,266,494 | 2020-06-09 22:42:20 | 3,518,669,219,150,142 | fraud_Cole, Hills and Jewess | home | 11.01 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | c00e7fd290f573a29b64b409cda818ec | 1,370,817,740 | 38.927719 | -84.952255 | 0 |
1,266,495 | 2020-06-09 22:42:27 | 567,868,110,212 | fraud_Hirthe-Beier | health_fitness | 143.03 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | b1af6b6ef801cfd446a9325fb031ef4d | 1,370,817,747 | 30.387922 | -96.018129 | 0 |
1,266,496 | 2020-06-09 22:42:29 | 4,797,297,220,948,469,000 | fraud_Hammes-Beatty | kids_pets | 168.9 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 2fcc7323dfb03b16ee3d2a651c38d74c | 1,370,817,749 | 39.56523 | -86.263238 | 0 |
1,266,497 | 2020-06-09 22:43:21 | 6,011,893,664,860,915 | fraud_Denesik and Sons | shopping_pos | 16.25 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | f1fd85f7d0eaf7245a8807f33ac24ade | 1,370,817,801 | 40.092412 | -105.044089 | 0 |
1,266,498 | 2020-06-09 22:43:43 | 3,527,536,963,490,470 | fraud_Reynolds-Schinner | misc_pos | 2.89 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | ed1ca3a52c67daf1a23d697a04a6eec0 | 1,370,817,823 | 32.253911 | -81.943011 | 0 |
1,266,499 | 2020-06-09 22:43:50 | 349,612,764,943,496 | fraud_Watsica LLC | personal_care | 75.54 | Xavier | Beltran | M | 61107 Edwards Dam Apt. 463 | Big Creek | KY | 40,914 | 37.1046 | -83.5706 | 467 | Psychologist, forensic | 1984-06-04 | 7d871b7b49c83ab0027fd4816de368fc | 1,370,817,830 | 37.376045 | -84.135237 | 0 |
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