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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,266,700 | 2020-06-09 23:46:07 | 3,523,898,249,167,098 | fraud_Breitenberg-Hermiston | kids_pets | 72.68 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 8f5e9bedd98ad88dd74f78a49342c623 | 1,370,821,567 | 39.952065 | -73.051432 | 0 |
1,266,701 | 2020-06-09 23:46:10 | 4,536,996,888,716,062,000 | fraud_Treutel-King | travel | 2.88 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | 46d9553fce6dab80e1ea55e0bb69ae25 | 1,370,821,570 | 35.517842 | -105.733295 | 0 |
1,266,702 | 2020-06-09 23:46:20 | 4,063,094,974,360,571,400 | fraud_Hills, Hegmann and Schaefer | health_fitness | 12.79 | Patricia | Mendoza | F | 1683 Davidson Freeway | Mendon | UT | 84,325 | 41.71 | -111.9817 | 2,078 | Scientist, audiological | 1963-06-13 | db2903dd89561a892801ffb7191e498c | 1,370,821,580 | 41.045408 | -111.260495 | 0 |
1,266,703 | 2020-06-09 23:47:21 | 2,657,850,734,909,997 | fraud_Skiles LLC | home | 122.54 | Alan | Howard | M | 04139 Johnson Prairie Suite 401 | Detroit | MI | 48,206 | 42.3749 | -83.1087 | 673,342 | Trading standards officer | 1946-11-01 | b3a6383a05ec3d432b19206f6885e6bb | 1,370,821,641 | 42.688452 | -83.60047 | 0 |
1,266,704 | 2020-06-09 23:47:35 | 501,802,953,619 | fraud_Schaefer Ltd | kids_pets | 35.79 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | 7bc139dd3cef96bff2a5ea6f487c7ccb | 1,370,821,655 | 40.741523 | -122.494463 | 0 |
1,266,705 | 2020-06-09 23:47:41 | 180,094,419,304,907 | fraud_Kerluke-Abshire | shopping_net | 1.71 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | e8729d2ac5e1a20279e61c065b801af8 | 1,370,821,661 | 33.966711 | -116.370076 | 0 |
1,266,706 | 2020-06-09 23:48:21 | 30,518,206,766,474 | fraud_Volkman-Predovic | shopping_net | 3.97 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | bba190d915d48fe762e1a0eedcb3199c | 1,370,821,701 | 36.010097 | -89.396277 | 0 |
1,266,707 | 2020-06-09 23:48:24 | 676,369,110,710 | fraud_Gulgowski LLC | home | 2.65 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | bc316b64a6b617148783f9ba415c03c9 | 1,370,821,704 | 42.684756 | -82.760421 | 0 |
1,266,708 | 2020-06-09 23:48:34 | 4,066,595,222,529 | fraud_Stark-Batz | entertainment | 112.47 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | 23c20df023c00af5196243f446b9b309 | 1,370,821,714 | 38.448968 | -82.409527 | 0 |
1,266,709 | 2020-06-09 23:48:35 | 5,104,807,169,438,134 | fraud_Beer-Jast | kids_pets | 117.14 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | 245956f22ed13e3172beac5b9d7cb6e4 | 1,370,821,715 | 41.308646 | -72.783511 | 0 |
1,266,710 | 2020-06-09 23:48:42 | 4,958,589,671,582,727,000 | fraud_Schumm PLC | health_fitness | 27.57 | Aaron | Pena | M | 793 Hooper Tunnel Suite 154 | Burke | VA | 22,015 | 38.7894 | -77.2818 | 43,102 | Health visitor | 1950-11-27 | d456c55ca182f0b48d7488aae6050405 | 1,370,821,722 | 38.09309 | -76.553758 | 0 |
1,266,711 | 2020-06-09 23:48:48 | 4,797,297,220,948,469,000 | fraud_Monahan-Morar | personal_care | 5.44 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 7c3fb84c38cc729a53e8a246b9dbdf42 | 1,370,821,728 | 39.555788 | -86.834 | 0 |
1,266,712 | 2020-06-09 23:49:02 | 3,587,044,315,915,002 | fraud_Eichmann-Kilback | home | 86.43 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | cdc8be44c14f4d25b7cf1364a6d7ff17 | 1,370,821,742 | 34.276528 | -88.865507 | 0 |
1,266,713 | 2020-06-09 23:49:06 | 343,746,486,082,492 | fraud_Schroeder Group | health_fitness | 23 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | f828b60f01ac5c13a901b48508bff780 | 1,370,821,746 | 44.225058 | -85.83705 | 0 |
1,266,714 | 2020-06-09 23:49:13 | 6,534,628,260,579,800 | fraud_Bailey-Morar | grocery_pos | 61.31 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | d7ec7eef035f960f5c9313564a104e4d | 1,370,821,753 | 43.670533 | -73.649382 | 0 |
1,266,715 | 2020-06-09 23:49:13 | 36,153,880,429,415 | fraud_Pacocha-Weissnat | kids_pets | 111.61 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | 03538abd3f6956da68fbffd5dade1a9d | 1,370,821,753 | 28.377655 | -81.620173 | 0 |
1,266,716 | 2020-06-09 23:49:36 | 4,996,263,498,048,679 | fraud_Schoen Ltd | kids_pets | 24.3 | Kendra | King | F | 154 Hernandez Keys | Smith River | CA | 95,567 | 41.9404 | -124.1587 | 1,930 | Web designer | 1983-06-13 | 2e6133b0dcd42f7bc869a87ee0cde7b7 | 1,370,821,776 | 42.200591 | -124.076275 | 0 |
1,266,717 | 2020-06-09 23:49:41 | 2,356,276,337,669,917 | fraud_Kerluke-Abshire | shopping_net | 5.12 | Benjamin | Harris | M | 0881 Lori Pines | Chester | MD | 21,619 | 38.9583 | -76.2842 | 5,848 | Paediatric nurse | 1981-02-15 | 0429d1aa819f6ef26ecb7f89ff86c302 | 1,370,821,781 | 38.128045 | -76.896534 | 0 |
1,266,718 | 2020-06-09 23:49:57 | 3,523,843,138,706,408 | fraud_O'Keefe-Wisoky | food_dining | 8.41 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | 87c9abd8d19a6b6f99950bee1ac96794 | 1,370,821,797 | 32.23354 | -87.937754 | 0 |
1,266,719 | 2020-06-09 23:50:00 | 4,400,011,257,587,662,000 | fraud_Weimann-Lockman | kids_pets | 22.14 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 60e17f160753f2503c77cd89e1071f81 | 1,370,821,800 | 42.336694 | -97.866449 | 0 |
1,266,720 | 2020-06-09 23:50:31 | 4,239,436,242,473 | fraud_Abbott-Rogahn | entertainment | 125.68 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | f14c93e8f192eec96594a87e2d0c5f17 | 1,370,821,831 | 37.947583 | -76.521855 | 0 |
1,266,721 | 2020-06-09 23:50:44 | 30,074,693,890,476 | fraud_Hoppe, Harris and Bednar | entertainment | 22.7 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | f5f11e6bdf27443c48b3834da8c9d2d4 | 1,370,821,844 | 37.475901 | -101.872923 | 0 |
1,266,722 | 2020-06-09 23:51:03 | 2,703,186,189,652,095 | fraud_Boyer-Reichert | shopping_net | 2.55 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | 02aa355b5f11e580dcf3f5e23a0947cd | 1,370,821,863 | 36.736584 | -80.92964 | 0 |
1,266,723 | 2020-06-09 23:51:06 | 30,199,621,383,748 | fraud_Kerluke-Abshire | shopping_net | 578.6 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | ef4a4a7e6b023bbda6bc188a97673570 | 1,370,821,866 | 33.051967 | -95.518706 | 0 |
1,266,724 | 2020-06-09 23:51:14 | 4,462,038,234,743,679,500 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 51.35 | Kimberly | Bush | F | 6027 Scott Meadows Suite 494 | Dell City | TX | 79,837 | 31.924 | -105.2099 | 579 | Hydrogeologist | 1945-11-26 | f9f4e7d2ee2c1278e45b0ab42c040ed0 | 1,370,821,874 | 31.407183 | -104.326675 | 0 |
1,266,725 | 2020-06-09 23:51:30 | 3,513,618,443,244,549 | fraud_Lang, Towne and Schuppe | kids_pets | 48.63 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | cd45761f31d27babda59aef6313adaf2 | 1,370,821,890 | 43.768642 | -98.700907 | 0 |
1,266,726 | 2020-06-09 23:52:18 | 6,011,542,681,743,618 | fraud_Little Ltd | kids_pets | 46.27 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | 7fb0b67b0ccdfeaadc6600aa3c69ec10 | 1,370,821,938 | 38.167807 | -78.244296 | 0 |
1,266,727 | 2020-06-09 23:52:23 | 2,291,163,933,867,244 | fraud_Beier and Sons | home | 116.83 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | ff3f2db454e1434c00f5dd573b74f807 | 1,370,821,943 | 34.397922 | -80.240534 | 0 |
1,266,728 | 2020-06-09 23:52:24 | 6,517,217,825,320,610 | fraud_Kulas Group | health_fitness | 29.74 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | b592f0ca721b0186defd50ae26dcc80a | 1,370,821,944 | 30.690139 | -89.729607 | 0 |
1,266,729 | 2020-06-09 23:52:27 | 3,552,581,383,553,463 | fraud_Lesch, D'Amore and Brown | food_dining | 126.22 | Jonathan | Castro | M | 200 Christie Mills Apt. 307 | Andrews | NC | 28,901 | 35.1959 | -83.8228 | 5,354 | Retail buyer | 1965-04-13 | f9b9471aa837f0418921060ed48778a7 | 1,370,821,947 | 35.579192 | -83.564582 | 0 |
1,266,730 | 2020-06-09 23:52:54 | 343,746,486,082,492 | fraud_Graham and Sons | health_fitness | 6.81 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | ab7bbd7fbe6ee84cfbadf545f306bc5e | 1,370,821,974 | 45.252221 | -85.939037 | 0 |
1,266,731 | 2020-06-09 23:53:13 | 4,220,495,028,289,516,500 | fraud_Larkin Ltd | kids_pets | 148.2 | Bethany | Andrade | F | 7898 Wanda Springs | Corona | CA | 92,882 | 33.8419 | -117.6043 | 233,717 | Wellsite geologist | 1966-05-22 | 36bcf9ec476f8d223684d0c9a1e1069b | 1,370,821,993 | 33.552289 | -117.991015 | 0 |
1,266,732 | 2020-06-09 23:53:55 | 372,382,441,451,095 | fraud_Bahringer, Osinski and Block | food_dining | 4.13 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | 2d2ca98a6a69854f2926e65c032f813b | 1,370,822,035 | 41.013504 | -74.443042 | 0 |
1,266,733 | 2020-06-09 23:53:56 | 38,057,513,087,029 | fraud_Leffler-Goldner | personal_care | 2.26 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | b2e1f9970b7f2442e7b0f74c4bcac345 | 1,370,822,036 | 37.728184 | -121.907634 | 0 |
1,266,734 | 2020-06-09 23:53:59 | 38,014,427,445,058 | fraud_Lang, Towne and Schuppe | kids_pets | 158.04 | Sonya | Jensen | F | 4470 Jillian Courts | Adams | WI | 53,910 | 43.8967 | -89.8219 | 3,508 | Sport and exercise psychologist | 1946-08-11 | 5fc207a7741ddefd8b31fe87c329f00b | 1,370,822,039 | 43.326815 | -89.835101 | 0 |
1,266,735 | 2020-06-09 23:56:01 | 4,613,314,721,966 | fraud_Kling-Ernser | entertainment | 73.21 | Jason | Murphy | M | 542 Steve Curve Suite 011 | Collettsville | NC | 28,611 | 35.9946 | -81.7266 | 885 | Soil scientist | 1988-09-15 | c67515475e91ad10ae7e4904d73bf019 | 1,370,822,161 | 35.1489 | -81.16417 | 0 |
1,266,736 | 2020-06-09 23:58:04 | 6,534,628,260,579,800 | fraud_Padberg-Rogahn | entertainment | 58.03 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 692df9eb7eb1d8b71c479b2ed849dc52 | 1,370,822,284 | 43.497061 | -73.281632 | 0 |
1,266,737 | 2020-06-09 23:58:15 | 571,365,235,126 | fraud_Reichert, Huels and Hoppe | shopping_net | 4.63 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 5a2af1a8e963ea5afdc5339e66a69539 | 1,370,822,295 | 44.373662 | -86.079849 | 0 |
1,266,738 | 2020-06-09 23:58:15 | 561,942,763,351 | fraud_Crona and Sons | kids_pets | 3.41 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | b3d7fde3316a0cfb14c6a1e646526592 | 1,370,822,295 | 39.82177 | -76.590814 | 0 |
1,266,739 | 2020-06-09 23:58:18 | 376,262,134,119,629 | fraud_Becker, Harris and Harvey | personal_care | 14.81 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | b1204747285f46091bd5784ec9dd0f21 | 1,370,822,298 | 28.444493 | -82.718725 | 0 |
1,266,740 | 2020-06-09 23:59:12 | 6,011,893,664,860,915 | fraud_Greenholt Ltd | health_fitness | 8.55 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | dcc5132845a329d8c86ba90310deea9b | 1,370,822,352 | 40.369441 | -104.016162 | 0 |
1,266,741 | 2020-06-09 23:59:24 | 4,069,975,342,931,683 | fraud_Hilpert-Conroy | kids_pets | 46.14 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | 1f4ac905346e87e0f91a19120cd99cf9 | 1,370,822,364 | 38.098908 | -81.409651 | 0 |
1,266,742 | 2020-06-09 23:59:41 | 30,135,235,368,675 | fraud_Cole, Hills and Jewess | home | 27.42 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | b28486ba83cf311221d22125c9881b8e | 1,370,822,381 | 39.935924 | -93.919633 | 0 |
1,266,743 | 2020-06-10 00:00:01 | 573,283,817,795 | fraud_Mayert Group | shopping_pos | 1,392.24 | Amy | Flynn | F | 46095 Tara Fords | Jaffrey | NH | 3,452 | 42.8178 | -72.0275 | 5,457 | Surveyor, hydrographic | 1950-04-17 | 947677787741ab41fd02b85363374a20 | 1,370,822,401 | 42.284816 | -71.748428 | 0 |
1,266,744 | 2020-06-10 00:00:35 | 2,383,461,948,823,908 | fraud_Bauch-Raynor | grocery_pos | 158.46 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | fe86e4cb47c5424930c1dc521dffcfd0 | 1,370,822,435 | 44.41407 | -71.685621 | 0 |
1,266,745 | 2020-06-10 00:01:28 | 340,103,199,302,564 | fraud_Cartwright-Harris | grocery_pos | 88.32 | Sophia | Dickson | F | 9047 Rodriguez Turnpike | Gibsonville | NC | 27,249 | 36.1183 | -79.5685 | 12,486 | Arboriculturist | 1934-02-09 | d4a60e6d7c47b72d769eed940d6f73ed | 1,370,822,488 | 35.549106 | -79.478681 | 0 |
1,266,746 | 2020-06-10 00:02:13 | 6,011,626,928,491,360 | fraud_Sawayn PLC | shopping_pos | 6.59 | 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 | 060976066f42c0a3f205cbe09f05396b | 1,370,822,533 | 35.147186 | -88.05047 | 0 |
1,266,747 | 2020-06-10 00:05:02 | 30,560,609,640,617 | fraud_Johns-Hoeger | entertainment | 12.55 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | fdd52f177daee04d31a0c2f61777dc72 | 1,370,822,702 | 40.408738 | -91.741457 | 0 |
1,266,748 | 2020-06-10 00:05:07 | 30,235,438,713,303 | fraud_Erdman-Kertzmann | gas_transport | 61.81 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 28e60a2a82b64a9f67b6dd538fa36a8e | 1,370,822,707 | 38.905578 | -81.202721 | 0 |
1,266,749 | 2020-06-10 00:05:08 | 4,610,050,989,831,291 | fraud_Tillman, Dickinson and Labadie | gas_transport | 77.48 | James | Lynch | M | 5155 Mary Common Apt. 927 | Utica | PA | 16,362 | 41.4798 | -79.9403 | 1,102 | Garment/textile technologist | 1989-07-08 | e2de7ece12d60760121cdc649015d5f4 | 1,370,822,708 | 41.062618 | -79.676218 | 0 |
1,266,750 | 2020-06-10 00:06:10 | 6,011,305,591,981,276 | fraud_Pacocha-Bauch | shopping_pos | 1.12 | Daniel | Jones | M | 290 Kathryn Fall | Huntsville | AL | 35,803 | 34.6205 | -86.551 | 190,178 | Engineer, automotive | 1959-06-06 | 4f2a9ce51ac781b9e229a6d9985d85f4 | 1,370,822,770 | 33.685074 | -86.684068 | 0 |
1,266,751 | 2020-06-10 00:07:14 | 30,029,052,116,970 | fraud_Trantow PLC | grocery_net | 36.45 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | 31174c246496e3d7ae038d20648765e0 | 1,370,822,834 | 41.528979 | -78.507863 | 0 |
1,266,752 | 2020-06-10 00:07:38 | 3,582,754,887,089,201 | fraud_Boyer PLC | shopping_net | 5 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 011ac626ed8720eceb54096ddaebab81 | 1,370,822,858 | 34.124461 | -93.669713 | 0 |
1,266,753 | 2020-06-10 00:07:48 | 4,181,833,256,558,614,000 | fraud_Hudson-Ratke | grocery_pos | 64.22 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 40d4a2384d239e2d4c83db62ab6ebda8 | 1,370,822,868 | 36.209756 | -105.686043 | 0 |
1,266,754 | 2020-06-10 00:09:13 | 4,223,708,906,367,574,000 | fraud_Friesen-D'Amore | gas_transport | 76.45 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | b7eb708140bafabe7807cfe8b6e2de55 | 1,370,822,953 | 38.171986 | -84.631626 | 0 |
1,266,755 | 2020-06-10 00:10:25 | 4,935,858,973,307,492 | fraud_Mosciski, Ziemann and Farrell | shopping_net | 82.48 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | 20c6f05961af8ccfa0aba1f32255083b | 1,370,823,025 | 33.766686 | -83.939864 | 0 |
1,266,756 | 2020-06-10 00:10:58 | 630,424,987,505 | fraud_Ledner-Pfannerstill | gas_transport | 76.1 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 99a5eb6f65aa227548d3c33594b83328 | 1,370,823,058 | 39.117217 | -79.093921 | 0 |
1,266,757 | 2020-06-10 00:11:46 | 4,687,263,141,103 | fraud_Donnelly PLC | misc_net | 9.04 | Sarah | Cross | F | 273 Phillip Throughway | Bigelow | MN | 56,117 | 43.5336 | -95.6515 | 399 | Economist | 1977-04-28 | fd9fce77321abd06844b4b709969657b | 1,370,823,106 | 43.251217 | -94.727794 | 0 |
1,266,758 | 2020-06-10 00:12:16 | 60,487,002,085 | fraud_Bogisich Inc | grocery_pos | 84.18 | David | White | M | 66234 Hall Lock Suite 758 | Jackson | MS | 39,211 | 32.3739 | -90.1293 | 233,060 | Horticulturist, commercial | 1972-08-15 | 5dc0603c874e4c33b6378025006cf010 | 1,370,823,136 | 31.712299 | -90.479982 | 0 |
1,266,759 | 2020-06-10 00:16:06 | 4,471,568,287,204 | fraud_O'Keefe-Hudson | grocery_pos | 68.82 | Dakota | Maldonado | M | 369 Cochran Radial | Pelham | NC | 27,311 | 36.4899 | -79.4736 | 3,402 | Insurance underwriter | 1927-10-24 | fcdc542bf7fc0da10cff0e7686182c8b | 1,370,823,366 | 37.136886 | -78.474764 | 0 |
1,266,760 | 2020-06-10 00:16:32 | 377,550,167,323,848 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 5.7 | Kevin | Walters | M | 87227 Tapia Burgs | Auburn | ME | 4,210 | 44.0948 | -70.239 | 23,045 | Tourist information centre manager | 1958-09-02 | a9627a40ea95e4727ddf0ca1bdb643fb | 1,370,823,392 | 44.662556 | -69.929871 | 0 |
1,266,761 | 2020-06-10 00:17:30 | 4,223,708,906,367,574,000 | fraud_Reynolds-Schinner | misc_pos | 32.7 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | 359c1eea0b7c5023d602783db2dcca6e | 1,370,823,450 | 39.88021 | -83.92042 | 0 |
1,266,762 | 2020-06-10 00:18:42 | 4,708,992,452,821,239 | fraud_Jast-McDermott | shopping_pos | 6.39 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 02c7a489abdb16bdd42c8994499d5c19 | 1,370,823,522 | 36.436585 | -92.223053 | 0 |
1,266,763 | 2020-06-10 00:18:53 | 4,658,117,080,136 | fraud_Rowe-Vandervort | grocery_net | 54.57 | Dwayne | Martinez | M | 490 Baldwin Alley Apt. 468 | Crownpoint | NM | 87,313 | 35.7206 | -108.0271 | 5,662 | IT consultant | 1989-04-08 | 1ee179402dd0ed2f24e82adbc963e465 | 1,370,823,533 | 35.32691 | -107.530728 | 0 |
1,266,764 | 2020-06-10 00:20:47 | 3,549,202,406,645,667 | fraud_Kutch-Hegmann | grocery_net | 12.66 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | 92a14e58d316edfcd105a98e593286fe | 1,370,823,647 | 44.503495 | -71.290786 | 1 |
1,266,765 | 2020-06-10 00:21:49 | 377,993,105,397,617 | fraud_Corwin-Collins | gas_transport | 76.32 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 3b7a4af8f121b763596405dee1b2aaf1 | 1,370,823,709 | 45.335007 | -89.008972 | 0 |
1,266,766 | 2020-06-10 00:24:01 | 5,501,083,170,975,659 | fraud_Morissette PLC | shopping_pos | 9.33 | Wayne | Payne | M | 587 Bradley Inlet Suite 281 | Cuyahoga Falls | OH | 44,223 | 41.1464 | -81.5107 | 47,772 | Equities trader | 1966-01-04 | c54f13889e6d2a123c1506fd3b54435a | 1,370,823,841 | 41.009557 | -80.928774 | 0 |
1,266,767 | 2020-06-10 00:24:21 | 374,656,033,243,756 | fraud_Morissette, Weber and Wiegand | grocery_net | 42.73 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | dedf0de89ddf5dba5eecf5b51b7c17ea | 1,370,823,861 | 39.694934 | -77.745316 | 0 |
1,266,768 | 2020-06-10 00:25:48 | 6,011,860,238,257,910 | fraud_Conroy Ltd | shopping_pos | 21.31 | 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 | ec8bbd030297457ebd2a286750ce2fab | 1,370,823,948 | 36.665768 | -97.172287 | 0 |
1,266,769 | 2020-06-10 00:25:56 | 3,506,042,666,828,517 | fraud_Sporer Inc | gas_transport | 78.45 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | dc1736c50b5482f7139f9e301917a105 | 1,370,823,956 | 38.391325 | -81.721558 | 0 |
1,266,770 | 2020-06-10 00:27:31 | 4,079,773,899,158 | fraud_Stiedemann Inc | misc_pos | 3.25 | Eric | Preston | M | 7020 Doyle Stream Apt. 951 | Mesa | ID | 83,643 | 44.6255 | -116.4493 | 129 | Cartographer | 1965-12-15 | b71a8b6339693d69eb6d70db22330590 | 1,370,824,051 | 44.477566 | -115.872371 | 0 |
1,266,771 | 2020-06-10 00:28:17 | 4,040,099,974,063,068,700 | fraud_Zboncak, Rowe and Murazik | shopping_net | 92.07 | Jeffrey | Lewis | M | 24255 Bryan Square | Palermo | ND | 58,769 | 48.3396 | -102.24 | 229 | Administrator | 1983-03-20 | 24bce5353cd7ed604cc2eff8242e2dd2 | 1,370,824,097 | 49.231144 | -101.920793 | 0 |
1,266,772 | 2020-06-10 00:29:04 | 3,575,789,281,659,026 | fraud_Brekke and Sons | gas_transport | 60.1 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 65d458ace5a3b8b6bc61be4ebf101bff | 1,370,824,144 | 39.30949 | -93.271496 | 0 |
1,266,773 | 2020-06-10 00:31:16 | 501,899,453,424 | fraud_Abbott-Rogahn | entertainment | 23.36 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 45603c8165a774691f9fa7ca43a4a368 | 1,370,824,276 | 34.06721 | -84.939907 | 0 |
1,266,774 | 2020-06-10 00:31:55 | 374,821,819,075,109 | fraud_Bernhard Inc | gas_transport | 96.35 | Zachary | Boone | M | 3703 Benson Wells | Palmyra | NY | 14,522 | 43.0622 | -77.2218 | 9,565 | Exhibition designer | 1927-12-11 | 6b5406707db665258931dfa2100b0363 | 1,370,824,315 | 43.948921 | -76.663015 | 0 |
1,266,775 | 2020-06-10 00:32:10 | 180,011,453,250,192 | fraud_Emmerich-Luettgen | grocery_net | 53.14 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | af41b6de47392fc346bddb7f12d138b6 | 1,370,824,330 | 40.724531 | -91.460361 | 0 |
1,266,776 | 2020-06-10 00:33:11 | 3,583,635,130,604,947 | fraud_Spencer-Runolfsson | misc_pos | 1.47 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 66877727e6057e42cb88623895e62564 | 1,370,824,391 | 40.996098 | -75.55387 | 0 |
1,266,777 | 2020-06-10 00:33:32 | 4,342,532,437,704,183 | fraud_Bernier, Volkman and Hoeger | misc_net | 2.81 | 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 | e01379e4a6e5dcd2776b9c058a085de0 | 1,370,824,412 | 41.853564 | -76.763367 | 0 |
1,266,778 | 2020-06-10 00:34:30 | 2,252,055,259,910,912 | fraud_Boehm, Predovic and Reinger | misc_pos | 35.78 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | f8fcd44a1c53691f744d734ee6211d6f | 1,370,824,470 | 45.395128 | -91.060195 | 0 |
1,266,779 | 2020-06-10 00:34:31 | 3,514,897,282,719,543 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 4.37 | Steven | Faulkner | M | 841 Cheryl Centers Suite 115 | Farmington | NY | 14,425 | 42.958 | -77.3083 | 10,717 | Cytogeneticist | 1952-10-13 | 2e1ac256d49e26edc56765b00cd2d242 | 1,370,824,471 | 42.277141 | -76.781811 | 0 |
1,266,780 | 2020-06-10 00:34:39 | 180,056,173,248,083 | fraud_Kiehn-Emmerich | grocery_pos | 55.41 | Larry | Warner | M | 145 Jeffrey Key Suite 668 | Lakeview | MI | 48,850 | 43.4269 | -85.2924 | 4,474 | Emergency planning/management officer | 1976-01-15 | 8355fe144e9a3b1f13841ddb6c2ade92 | 1,370,824,479 | 44.072215 | -85.867396 | 0 |
1,266,781 | 2020-06-10 00:34:41 | 3,525,668,150,756,629 | fraud_Heller, Gutmann and Zieme | grocery_pos | 119.18 | Christopher | Choi | M | 04611 Sandra Spring Suite 059 | Rumely | MI | 49,826 | 46.3481 | -87.0436 | 137 | Film/video editor | 1990-08-13 | a1b3629b79d9b6cb60b8ea31a9d569f5 | 1,370,824,481 | 46.990202 | -86.392843 | 0 |
1,266,782 | 2020-06-10 00:35:27 | 3,582,754,887,089,201 | fraud_Conroy-Cruickshank | gas_transport | 55.86 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 7e604a21106e1e4009ed55d1d2e643d1 | 1,370,824,527 | 35.040886 | -94.027387 | 0 |
1,266,783 | 2020-06-10 00:35:30 | 4,170,689,372,027,579 | fraud_Lind, Huel and McClure | gas_transport | 106.93 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 6fb22f64d4dd556cca12700bf1c5efa5 | 1,370,824,530 | 34.754507 | -98.074453 | 0 |
1,266,784 | 2020-06-10 00:35:45 | 3,519,232,971,341,141 | fraud_Rowe, Batz and Goodwin | grocery_pos | 113.38 | Michael | Jones | M | 754 Smith Isle | Amsterdam | OH | 43,903 | 40.4731 | -80.9596 | 2,208 | Mental health nurse | 1961-09-10 | cb6ef336e595e1c70d6755004cc5d764 | 1,370,824,545 | 39.564023 | -80.603912 | 0 |
1,266,785 | 2020-06-10 00:37:22 | 3,587,960,728,692,500 | fraud_Cartwright-Harris | grocery_pos | 64.82 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | 97d3c52c62ff011003ecbf2597a9c03d | 1,370,824,642 | 42.140516 | -95.821358 | 0 |
1,266,786 | 2020-06-10 00:39:12 | 6,011,348,830,550,197 | fraud_Heidenreich PLC | grocery_pos | 44.23 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 8f80e4e857f6027b407d7cf5bcb0fa1a | 1,370,824,752 | 32.570489 | -85.96287 | 0 |
1,266,787 | 2020-06-10 00:40:12 | 4,430,881,574,719,618 | fraud_Smitham-Schiller | grocery_net | 57.46 | Alicia | Morales | F | 4456 Dunn Roads | Meredith | CO | 81,642 | 39.3199 | -106.6596 | 61 | Public relations account executive | 1939-11-04 | df1d1ec373aac71887057e55b8f5d321 | 1,370,824,812 | 39.504511 | -107.558366 | 0 |
1,266,788 | 2020-06-10 00:41:50 | 676,173,792,455 | fraud_Bins, Balistreri and Beatty | shopping_pos | 7.99 | Brittany | Cox | F | 07177 William Dale Apt. 547 | Santa Monica | CA | 90,403 | 34.0287 | -118.4924 | 92,043 | Civil engineer, contracting | 1961-04-25 | 84bcfdbaa13f479e804643a7f61fe995 | 1,370,824,910 | 34.501994 | -118.258578 | 0 |
1,266,789 | 2020-06-10 00:42:36 | 30,242,921,189,660 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 5.04 | Dalton | Jones | M | 3304 Hernandez Run | Afton | MI | 49,705 | 45.3637 | -84.4695 | 937 | Technical brewer | 1958-04-06 | 74621a2f03f7769985ea8feff2953089 | 1,370,824,956 | 44.970089 | -83.496115 | 0 |
1,266,790 | 2020-06-10 00:43:25 | 2,229,378,226,512,508 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 118.69 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 2126c4a51bd9dc4ce6c21f5dad4717c0 | 1,370,825,005 | 43.623807 | -90.579515 | 0 |
1,266,791 | 2020-06-10 00:44:10 | 6,011,652,924,285,713 | fraud_Koepp-Parker | grocery_pos | 80.8 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 60cb196eec4b86ca1ea601a290a9e3ad | 1,370,825,050 | 38.530088 | -91.776143 | 0 |
1,266,792 | 2020-06-10 00:46:34 | 30,427,035,050,508 | fraud_Stark-Batz | entertainment | 15.62 | John | Chandler | M | 88325 Brandon Greens Apt. 477 | Detroit | MI | 48,202 | 42.377 | -83.0796 | 673,342 | Broadcast presenter | 1969-11-20 | c96a6206a5691f00a265a818fdaedb07 | 1,370,825,194 | 42.87554 | -83.421171 | 0 |
1,266,793 | 2020-06-10 00:51:27 | 4,777,065,439,639,721 | fraud_Paucek-Wiza | grocery_net | 57.16 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | bf8f5fae424793cbba863ccf2a256d57 | 1,370,825,487 | 40.612536 | -76.242973 | 0 |
1,266,794 | 2020-06-10 00:51:37 | 6,011,693,194,885,790 | fraud_Cummings LLC | gas_transport | 53 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | c400edbd1545bac8dc0c6eb56a281c23 | 1,370,825,497 | 45.031452 | -94.147172 | 0 |
1,266,795 | 2020-06-10 00:52:03 | 2,291,163,933,867,244 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 148.86 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | 52a83810e90d81a05b004d25ca13dc57 | 1,370,825,523 | 34.769814 | -81.498389 | 0 |
1,266,796 | 2020-06-10 00:53:41 | 6,573,561,108,825,071 | fraud_McCullough, Hudson and Schuster | food_dining | 41.49 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | 2f916f863b0f6973ff025e7367230a3f | 1,370,825,621 | 36.262386 | -95.743392 | 0 |
1,266,797 | 2020-06-10 00:57:24 | 3,502,088,871,723,054 | fraud_Lind, Huel and McClure | gas_transport | 53.62 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 1d914af6661e79ecca13c65aa4a5f459 | 1,370,825,844 | 38.759894 | -76.561931 | 0 |
1,266,798 | 2020-06-10 00:58:21 | 38,530,489,946,071 | fraud_Lehner, Mosciski and King | misc_net | 790.72 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | 95c3b618aeb4514bf3502d642e4144b3 | 1,370,825,901 | 34.693407 | -82.78809 | 0 |
1,266,799 | 2020-06-10 00:59:50 | 6,515,067,575,568,369 | fraud_O'Keefe-Hudson | grocery_pos | 76.63 | Kevin | Pena | M | 2674 Bentley Radial | Damascus | VA | 24,236 | 36.6403 | -81.7776 | 3,085 | Land/geomatics surveyor | 1990-10-15 | 88cab403c5125ded7cfeffbb89e3f835 | 1,370,825,990 | 36.556976 | -82.612073 | 0 |
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