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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2,700 | 2020-06-22 05:20:21 | 38,797,410,705,641 | fraud_Kiehn Inc | grocery_pos | 95.38 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | 4b66fb48a17737183e9c66e96416bc27 | 1,371,878,421 | 41.925265 | -74.202263 | 0 |
2,701 | 2020-06-22 05:21:49 | 4,328,928,491,302,401 | fraud_Bednar Group | misc_net | 18.8 | Margaret | Ray | F | 927 Cummings Manor Suite 318 | Greendale | WI | 53,129 | 42.9373 | -87.9943 | 13,973 | Logistics and distribution manager | 1981-05-06 | 50e882529f226de3d2e4e553203681ac | 1,371,878,509 | 43.343499 | -87.734672 | 0 |
2,702 | 2020-06-22 05:21:56 | 30,118,423,745,458 | fraud_Lebsack and Sons | misc_net | 7.63 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 2024f29a31126c6c580333282aedc268 | 1,371,878,516 | 39.922781 | -74.621476 | 0 |
2,703 | 2020-06-22 05:22:09 | 3,564,839,259,330,465 | fraud_Christiansen, Goyette and Schamberger | gas_transport | 51.36 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | 34a63edc40374ed88b0170807a47ee19 | 1,371,878,529 | 38.905038 | -121.804571 | 0 |
2,704 | 2020-06-22 05:23:12 | 4,396,682,467,723 | fraud_Sporer Inc | gas_transport | 69.38 | Scott | Cole | M | 646 Louis Fort Apt. 665 | North Las Vegas | NV | 89,084 | 36.2815 | -115.1482 | 214,518 | Catering manager | 1960-01-16 | 6d932fda0c44bc40b12285fdf3193dae | 1,371,878,592 | 36.989349 | -114.95915 | 0 |
2,705 | 2020-06-22 05:23:29 | 3,598,215,285,024,754 | fraud_McDermott-Rice | misc_pos | 96.17 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 64015c68fdf5b9df55171525f8b70c02 | 1,371,878,609 | 40.94605 | -72.57096 | 0 |
2,706 | 2020-06-22 05:23:35 | 4,958,589,671,582,727,000 | fraud_Ankunding LLC | shopping_net | 4.06 | Aaron | Pena | M | 793 Hooper Tunnel Suite 154 | Burke | VA | 22,015 | 38.7894 | -77.2818 | 43,102 | Health visitor | 1950-11-27 | 9768d3213b02b2d928a6e8ae5688232c | 1,371,878,615 | 39.307981 | -76.589723 | 0 |
2,707 | 2020-06-22 05:23:41 | 3,514,865,930,894,695 | fraud_Roob, Conn and Tremblay | shopping_pos | 19.24 | Christopher | Castaneda | M | 1632 Cohen Drive Suite 639 | High Rolls Mountain Park | NM | 88,325 | 32.9396 | -105.8189 | 899 | Naval architect | 1967-08-30 | 39364d3b2f60827f885403f697e7363c | 1,371,878,621 | 33.63907 | -106.694252 | 0 |
2,708 | 2020-06-22 05:23:44 | 4,716,561,796,955,522 | fraud_Huels-Hahn | gas_transport | 59.93 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 26dfeab7a08ed270868a069980f245b6 | 1,371,878,624 | 49.081364 | -112.070224 | 0 |
2,709 | 2020-06-22 05:24:34 | 4,424,338,559,877,976 | fraud_Connelly, Reichert and Fritsch | gas_transport | 55.31 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | 3d412cd74d0713bc7f331949c41b8bd5 | 1,371,878,674 | 41.258461 | -83.354479 | 0 |
2,710 | 2020-06-22 05:25:35 | 2,229,824,890,647,120 | fraud_Kuphal-Predovic | misc_net | 7.74 | Walter | Blair | M | 44951 Williams Brooks | Pearlington | MS | 39,572 | 30.2508 | -89.6011 | 1,414 | Therapist, occupational | 1958-02-17 | 024a4da262552c81e7e9594c9e07c732 | 1,371,878,735 | 30.685125 | -89.533571 | 0 |
2,711 | 2020-06-22 05:27:14 | 374,238,209,524,200 | fraud_Rodriguez Group | gas_transport | 52.51 | Daniel | Martinez | M | 8510 Acevedo Burgs | Kent | OR | 97,033 | 45.0838 | -120.6649 | 60 | Museum education officer | 1942-04-03 | 8b6c5be88ff9a520f0eb4b430dcf371b | 1,371,878,834 | 46.06544 | -120.383142 | 0 |
2,712 | 2020-06-22 05:28:34 | 2,348,245,054,386,329 | fraud_Wisozk and Sons | misc_pos | 23.31 | Justin | Gay | M | 268 Hayes Rue Suite 811 | Harborcreek | PA | 16,421 | 42.1767 | -79.9416 | 2,518 | Event organiser | 1946-02-02 | 6ee81bd702f54d893f1d79833635f63f | 1,371,878,914 | 43.034765 | -79.431686 | 0 |
2,713 | 2020-06-22 05:28:37 | 3,560,797,065,840,735 | fraud_Schaefer, Maggio and Daugherty | gas_transport | 47.22 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | dab34bf900fd71cafecd6399d68359e6 | 1,371,878,917 | 45.88377 | -101.531976 | 0 |
2,714 | 2020-06-22 05:28:46 | 630,423,337,322 | fraud_Luettgen PLC | gas_transport | 39.67 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 188c1f4761094e63ab72060d1f97c0be | 1,371,878,926 | 48.461056 | -117.26491 | 0 |
2,715 | 2020-06-22 05:29:01 | 343,668,971,234,893 | fraud_Haag-Blanda | food_dining | 37.34 | Sally | Moore | F | 835 Reese Views Suite 884 | Hopkins | SC | 29,061 | 33.9349 | -80.8449 | 13,717 | Chiropodist | 1949-11-16 | bf32e594704426181ac0099839bff936 | 1,371,878,941 | 34.413279 | -79.96878 | 0 |
2,716 | 2020-06-22 05:29:11 | 4,809,701,904,914 | fraud_Moore, Dibbert and Koepp | misc_net | 270.17 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 2fe3586d74657b1a3a458745d32dc5c9 | 1,371,878,951 | 32.543418 | -84.538262 | 0 |
2,717 | 2020-06-22 05:29:13 | 213,178,850,083,780 | fraud_Zboncak, Rowe and Murazik | shopping_net | 94.66 | Shawn | King | M | 31493 Garcia Summit | Athena | OR | 97,813 | 45.8289 | -118.4971 | 1,302 | Dealer | 1976-10-18 | 59c8126ba4445df31b5a4584642333b8 | 1,371,878,953 | 45.643441 | -118.598728 | 0 |
2,718 | 2020-06-22 05:31:35 | 2,229,378,226,512,508 | fraud_Collier Inc | grocery_net | 47.94 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 1470c7d6646a39bec82a761c504e777c | 1,371,879,095 | 44.021013 | -89.417536 | 0 |
2,719 | 2020-06-22 05:32:20 | 370,612,217,861,404 | fraud_Kutch Group | grocery_net | 70.47 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | fe3b49e5caa7e8caf4841ae5243fc307 | 1,371,879,140 | 39.283332 | -74.641787 | 0 |
2,720 | 2020-06-22 05:33:38 | 6,011,148,190,095,209 | fraud_Emard Inc | gas_transport | 55.5 | Terri | Bailey | F | 508 Erin Mount | Daly City | CA | 94,015 | 37.6787 | -122.478 | 107,941 | Buyer, industrial | 1991-10-04 | 92dda0bb4f39d6d624b83104232646a4 | 1,371,879,218 | 38.044382 | -122.752 | 0 |
2,721 | 2020-06-22 05:33:43 | 6,569,097,840,281,287 | fraud_Thiel-Thiel | entertainment | 7.1 | Steven | Johnson | M | 7470 John Tunnel Suite 937 | Aurora | CO | 80,014 | 39.6662 | -104.835 | 389,246 | Scientist, marine | 1969-12-12 | 5e50c03b18754f63e63db673f5a644fa | 1,371,879,223 | 39.772463 | -104.682788 | 0 |
2,722 | 2020-06-22 05:36:00 | 6,547,670,341,037,171 | fraud_Erdman-Kertzmann | gas_transport | 47.52 | Bryce | Joseph | M | 148 Baker Field | Chester Heights | PA | 19,017 | 39.8839 | -75.4669 | 348 | Management consultant | 1945-05-05 | bb0ad55b95d024aeedc459ba960de2f7 | 1,371,879,360 | 39.149167 | -76.081841 | 0 |
2,723 | 2020-06-22 05:36:33 | 3,547,574,373,318,979 | fraud_Cummerata-Jones | gas_transport | 62.48 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | 789682896bfacf0cba11a7385460b4f9 | 1,371,879,393 | 39.580485 | -88.678162 | 0 |
2,724 | 2020-06-22 05:36:37 | 4,129,767,952,109,660 | fraud_Moen, Reinger and Murphy | grocery_pos | 133.55 | Cheryl | Ballard | F | 248 James Squares Apt. 838 | Halstad | MN | 56,548 | 47.3551 | -96.798 | 771 | Scientist, audiological | 1972-06-14 | 585b5667242306309ede483478362b44 | 1,371,879,397 | 46.376308 | -97.301793 | 0 |
2,725 | 2020-06-22 05:36:48 | 180,040,027,502,291 | fraud_Bradtke PLC | grocery_pos | 65.35 | Mary | Schmidt | F | 022 Moore Island | New York City | NY | 10,162 | 40.7699 | -73.9511 | 1,577,385 | Audiological scientist | 1957-12-29 | 4297e1ef9c77defea09b788a2c720efa | 1,371,879,408 | 41.280224 | -73.836306 | 0 |
2,726 | 2020-06-22 05:37:09 | 213,161,293,389,774 | fraud_Jakubowski Group | food_dining | 187.54 | 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 | 8bfc105c734b07378da56bf3eb6e5072 | 1,371,879,429 | 42.558935 | -77.346164 | 0 |
2,727 | 2020-06-22 05:37:41 | 343,464,013,864,032 | fraud_Sawayn PLC | shopping_pos | 4.43 | Jodi | Foster | F | 551 Zachary Freeway | Bailey | NC | 27,807 | 35.8072 | -78.0892 | 6,629 | Call centre manager | 1962-08-13 | 36f8321aa3a49adfeb114464f83704be | 1,371,879,461 | 34.897471 | -78.810718 | 0 |
2,728 | 2020-06-22 05:37:51 | 676,281,772,837 | fraud_Christiansen, Goyette and Schamberger | gas_transport | 54.53 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | 8348ab52c313e764447b3eed2a4c0cfd | 1,371,879,471 | 30.285849 | -84.22589 | 0 |
2,729 | 2020-06-22 05:38:09 | 30,033,162,392,091 | fraud_Bradtke PLC | grocery_pos | 102.87 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | f464ed93b70034ce63515640d1110a6a | 1,371,879,489 | 42.158671 | -97.026778 | 0 |
2,730 | 2020-06-22 05:38:42 | 2,284,059,275,940,012 | fraud_Pouros-Conroy | shopping_pos | 8.49 | Thomas | Mathis | M | 26615 Nelson Lane | Moores Hill | IN | 47,032 | 39.0945 | -85.0638 | 3,289 | Sub | 1969-11-22 | da693d7749c29ed2f3f491d88f2de02b | 1,371,879,522 | 40.066883 | -84.875816 | 0 |
2,731 | 2020-06-22 05:39:02 | 30,270,432,095,985 | fraud_Emard Inc | gas_transport | 43.36 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | caee1ab1944da87190ad00c6f9b191bc | 1,371,879,542 | 40.333947 | -91.328809 | 0 |
2,732 | 2020-06-22 05:40:59 | 180,067,784,565,096 | fraud_Swaniawski, Bahringer and Ledner | grocery_net | 59.49 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | 6352e44984345a16d7460a1406d929dd | 1,371,879,659 | 42.785237 | -89.345564 | 0 |
2,733 | 2020-06-22 05:41:16 | 4,561,892,980,175 | fraud_Kuvalis Ltd | gas_transport | 65.39 | Jacqueline | Allen | F | 166 Lisa Fords | Greenwood | IN | 46,143 | 39.596 | -86.1309 | 78,968 | Financial adviser | 1968-02-10 | d8730ff84eb47c5cb466cbf8c723861a | 1,371,879,676 | 38.775559 | -85.314042 | 0 |
2,734 | 2020-06-22 05:41:51 | 347,073,228,412,010 | fraud_Osinski, Ledner and Leuschke | grocery_pos | 100.86 | Ryan | Johnson | M | 40178 Lisa Mission | Alva | WY | 82,711 | 44.6873 | -104.4414 | 110 | Administrator, local government | 1973-05-16 | 76b5639ae9809dfdd2a3bd5001ec0297 | 1,371,879,711 | 45.05658 | -103.464652 | 0 |
2,735 | 2020-06-22 05:42:51 | 180,064,817,343,047 | fraud_Balistreri-Nader | misc_pos | 8.89 | Patricia | Gonzalez | F | 8973 Mark Drive | Stephensport | KY | 40,170 | 37.9048 | -86.524 | 344 | Chartered public finance accountant | 1967-03-30 | 120d322f5f67c9acffe133a1ed6b3956 | 1,371,879,771 | 37.187413 | -86.107947 | 0 |
2,736 | 2020-06-22 05:43:00 | 30,082,025,922,891 | fraud_Jewess LLC | shopping_pos | 5.28 | Kathleen | Thompson | F | 199 Patterson Fords Apt. 132 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Pilot, airline | 1934-06-23 | 902e6debc8005e121d72cff6c04358d0 | 1,371,879,780 | 25.472238 | -81.509782 | 0 |
2,737 | 2020-06-22 05:43:24 | 3,567,697,931,646,329 | fraud_Greenholt, Jacobi and Gleason | gas_transport | 63.48 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 04d2aa4275970906645fdd1fcf2c310d | 1,371,879,804 | 43.087571 | -72.974481 | 0 |
2,738 | 2020-06-22 05:43:43 | 4,210,078,554,961,359,000 | fraud_Harris Inc | gas_transport | 80.77 | Valerie | Clark | F | 7402 West Ranch | Lowell | OR | 97,452 | 43.921 | -122.7806 | 1,420 | Systems analyst | 1965-11-11 | 7a71e5f98acb1168034f3cdbf52ef141 | 1,371,879,823 | 43.192317 | -122.640439 | 0 |
2,739 | 2020-06-22 05:44:17 | 5,596,347,693,144,598 | fraud_Kunze Inc | grocery_pos | 139.44 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | 2e69a0bc78114ebf5ac71a49a08afe94 | 1,371,879,857 | 30.435092 | -89.646724 | 0 |
2,740 | 2020-06-22 05:44:18 | 6,011,603,272,871,604 | fraud_Stamm-Rodriguez | misc_pos | 1.32 | Robert | Holland | M | 431 Tracy Expressway | Milner | GA | 30,257 | 33.141 | -84.1759 | 4,138 | Field seismologist | 1969-05-16 | 19c2a8286e21e49655d69e2f1475cc2f | 1,371,879,858 | 33.239743 | -83.787747 | 0 |
2,741 | 2020-06-22 05:44:25 | 501,899,453,424 | fraud_Kilback LLC | grocery_pos | 79.44 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 91ea82da1e394f282c51a184b0978ca2 | 1,371,879,865 | 34.166565 | -86.709601 | 0 |
2,742 | 2020-06-22 05:44:28 | 2,450,829,271,795,901 | fraud_Bernier, Streich and Jewess | grocery_net | 33.38 | Timothy | Kirby | M | 7309 Sophia Causeway Suite 702 | Sauk Rapids | MN | 56,379 | 45.604 | -94.1591 | 16,163 | Hydrographic surveyor | 1987-02-22 | 2f30fb290c42a9ac44f93ea2c4d58f79 | 1,371,879,868 | 46.068384 | -93.918878 | 0 |
2,743 | 2020-06-22 05:44:39 | 3,560,697,798,177,746 | fraud_Prohaska-Murray | gas_transport | 97.36 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 8e01dd017816fb34f55dba511f969dfd | 1,371,879,879 | 34.110209 | -116.150732 | 0 |
2,744 | 2020-06-22 05:46:02 | 4,147,608,975,828,480 | fraud_Cole PLC | grocery_pos | 124.11 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | 8537f987394cda50a0576d64e0cf2378 | 1,371,879,962 | 43.785896 | -94.931134 | 0 |
2,745 | 2020-06-22 05:46:16 | 30,328,384,440,870 | fraud_Reichert, Huels and Hoppe | shopping_net | 9.2 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | c61c3e547bb08a582d1b3f14929ea503 | 1,371,879,976 | 39.760247 | -92.982573 | 0 |
2,746 | 2020-06-22 05:46:27 | 4,826,655,832,045,236 | fraud_Hermann and Sons | shopping_pos | 6.19 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | 02c133d60bb3cc77d5b0c032deb1b610 | 1,371,879,987 | 42.211302 | -71.123953 | 0 |
2,747 | 2020-06-22 05:46:28 | 4,979,422,371,139,333 | fraud_Connelly, Reichert and Fritsch | gas_transport | 67.2 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | 3d65ea39ea996df669e55938c9ca1fb7 | 1,371,879,988 | 40.860981 | -100.187417 | 0 |
2,748 | 2020-06-22 05:47:31 | 676,245,600,876 | fraud_Friesen-Stamm | gas_transport | 50.94 | Ashley | Blanchard | F | 292 Lowe Dam Suite 858 | West Palm Beach | FL | 33,417 | 26.7197 | -80.1248 | 459,921 | Historic buildings inspector/conservation officer | 1960-06-14 | 43f2319cbc8bf02d1e70d50710ef390f | 1,371,880,051 | 26.193968 | -79.920562 | 0 |
2,749 | 2020-06-22 05:48:15 | 4,810,839,835,482,794,000 | fraud_Kunze Inc | grocery_pos | 78.34 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | 910f08cd289146439834a7ab4990b309 | 1,371,880,095 | 37.231581 | -93.201129 | 0 |
2,750 | 2020-06-22 05:48:32 | 2,703,186,189,652,095 | fraud_Zieme, Bode and Dooley | gas_transport | 90.77 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | 263ad4e46cc79107a074fc2b81d359fb | 1,371,880,112 | 35.631273 | -81.884593 | 0 |
2,751 | 2020-06-22 05:49:21 | 3,582,754,887,089,201 | fraud_Goyette Inc | shopping_net | 3.58 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 74700561152fc856c753365f1a139885 | 1,371,880,161 | 33.497012 | -94.129192 | 0 |
2,752 | 2020-06-22 05:49:33 | 213,112,402,583,773 | fraud_Raynor, Feest and Miller | gas_transport | 54.8 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | c62230e609570ffaa5a02ff173f29cb7 | 1,371,880,173 | 33.859776 | -81.265692 | 0 |
2,753 | 2020-06-22 05:49:39 | 213,180,742,685,905 | fraud_Gottlieb, Considine and Schultz | shopping_net | 9.08 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 7084d07ad6e5c6eee478a5aa547c46f6 | 1,371,880,179 | 39.558127 | -123.158925 | 0 |
2,754 | 2020-06-22 05:49:49 | 344,342,339,068,828 | fraud_Lemke-Gutmann | shopping_net | 6.6 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | b3a6d264c6b35e55f4bab78bd1785b37 | 1,371,880,189 | 31.024458 | -82.157008 | 0 |
2,755 | 2020-06-22 05:49:49 | 3,536,818,734,263,520 | fraud_Rutherford-Mertz | grocery_pos | 54.06 | Gerald | Frank | M | 95793 Andrea Ville Suite 533 | Des Moines | IA | 50,314 | 41.603 | -93.633 | 222,785 | Interior and spatial designer | 1981-08-10 | b6661d1d3ff96e00f1a8986197c54e95 | 1,371,880,189 | 41.5106 | -94.067257 | 0 |
2,756 | 2020-06-22 05:50:11 | 3,514,865,930,894,695 | fraud_Prohaska-Murray | gas_transport | 72.68 | Christopher | Castaneda | M | 1632 Cohen Drive Suite 639 | High Rolls Mountain Park | NM | 88,325 | 32.9396 | -105.8189 | 899 | Naval architect | 1967-08-30 | 60638f6c251ff7146afeaa69c59d2432 | 1,371,880,211 | 32.340776 | -105.319452 | 0 |
2,757 | 2020-06-22 05:50:28 | 4,384,910,379,661,778 | fraud_Morissette PLC | shopping_pos | 1.65 | Michelle | Russell | F | 55505 Christy Via | Hawley | MN | 56,549 | 46.9777 | -96.4092 | 4,508 | Naval architect | 1949-04-24 | 71150c87baf8e552d19081e53c8c3d9e | 1,371,880,228 | 46.986498 | -95.90358 | 0 |
2,758 | 2020-06-22 05:51:11 | 213,136,802,746,375 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 7.56 | Christine | Davis | F | 736 Moss Motorway Suite 549 | Humboldt | AZ | 86,329 | 34.5189 | -112.2523 | 1,179 | Civil engineer, contracting | 1955-01-20 | 0554c68f35111fbed1e78a415e358f04 | 1,371,880,271 | 35.067866 | -112.39643 | 0 |
2,759 | 2020-06-22 05:51:17 | 3,564,839,259,330,465 | fraud_Olson, Becker and Koch | gas_transport | 72.41 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | 6578655c3d05e08f42ed84c7444634eb | 1,371,880,277 | 38.464077 | -121.7623 | 0 |
2,760 | 2020-06-22 05:51:24 | 3,500,969,075,198,072 | fraud_Friesen-D'Amore | gas_transport | 75.51 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | eb141e9f114b69ef164bdaba63680d2d | 1,371,880,284 | 46.987127 | -117.92145 | 0 |
2,761 | 2020-06-22 05:51:45 | 4,908,846,471,916,297 | fraud_Simonis-Prohaska | misc_pos | 59.41 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | 2b752cb4113fd9c2df5aea034a072fb2 | 1,371,880,305 | 32.677434 | -98.174541 | 0 |
2,762 | 2020-06-22 05:52:23 | 2,286,236,465,059,468 | fraud_Kutch LLC | gas_transport | 77.02 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | 8b466e34957ade6007953eae6e45cb8c | 1,371,880,343 | 37.754991 | -93.966596 | 0 |
2,763 | 2020-06-22 05:52:27 | 371,284,424,780,634 | fraud_Hackett-Lueilwitz | grocery_pos | 72.83 | Jeremy | Moore | M | 574 Patricia Extensions | Lubbock | TX | 79,413 | 33.5466 | -101.8871 | 254,282 | Doctor, general practice | 1952-01-29 | aecd97ef4463751e9bcc7523f8e038e4 | 1,371,880,347 | 34.309001 | -102.745581 | 0 |
2,764 | 2020-06-22 05:52:43 | 4,344,955,088,481,397 | fraud_Kunze Inc | grocery_pos | 117.43 | Christopher | Rodgers | M | 30587 Fox Shores Apt. 627 | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Communications engineer | 1976-09-29 | 772a03745ac56dacd7b52e5876d598f3 | 1,371,880,363 | 41.072334 | -79.877247 | 0 |
2,765 | 2020-06-22 05:52:52 | 502,012,776,709 | fraud_Dickinson-Rempel | misc_pos | 1.93 | Sherry | Martinez | F | 144 Yu Locks Apt. 754 | Garrattsville | NY | 13,342 | 42.6315 | -75.1866 | 165 | Naval architect | 1945-09-20 | bf6479ecf6fbc11602f4b1c6d848f206 | 1,371,880,372 | 41.782667 | -74.684954 | 0 |
2,766 | 2020-06-22 05:53:16 | 2,229,378,226,512,508 | fraud_Runolfsson and Sons | grocery_net | 42.94 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 13fc10f61e4282e48b218772357361ed | 1,371,880,396 | 43.041542 | -89.893288 | 0 |
2,767 | 2020-06-22 05:53:32 | 3,593,118,134,380,341 | fraud_Kunze Inc | grocery_pos | 108.94 | Laura | Casey | F | 6114 Moran Way | Steuben | ME | 4,680 | 44.4971 | -67.9503 | 1,131 | Make | 1959-05-10 | b67d290a557dfebc299e64164b38f0e8 | 1,371,880,412 | 43.592642 | -68.607563 | 0 |
2,768 | 2020-06-22 05:54:12 | 213,112,402,583,773 | fraud_Kunze Inc | grocery_pos | 79.69 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | 8b662a91204c69a22f13afc9c92296e7 | 1,371,880,452 | 33.321643 | -82.166995 | 0 |
2,769 | 2020-06-22 05:54:22 | 4,481,131,401,752 | fraud_Mosciski, Gislason and Mertz | grocery_pos | 37.47 | 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 | d414a152499518967cea9b441457797c | 1,371,880,462 | 41.972786 | -72.138527 | 0 |
2,770 | 2020-06-22 05:54:53 | 4,997,733,566,924,489 | fraud_Maggio-Fahey | misc_pos | 70.44 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | d1be140a528f493e1708903453337ddb | 1,371,880,493 | 45.53629 | -92.549589 | 0 |
2,771 | 2020-06-22 05:55:21 | 4,223,708,906,367,574,000 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 140.95 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | 58f9ab32a8e2c24241cfa4218de00985 | 1,371,880,521 | 39.802465 | -83.994187 | 0 |
2,772 | 2020-06-22 05:58:27 | 378,278,619,832,195 | fraud_Conroy-Emard | food_dining | 35.62 | Mary | Mcintyre | F | 77921 Costa Villages | Eugene | OR | 97,403 | 44.0385 | -123.0614 | 191,096 | Scientist, physiological | 1964-04-06 | f1cf92a12090550940a2d5ceedbb7171 | 1,371,880,707 | 44.175584 | -122.876986 | 0 |
2,773 | 2020-06-22 05:58:39 | 3,566,875,419,572,867 | fraud_Gottlieb, Considine and Schultz | shopping_net | 97.49 | Adam | Mcdonald | M | 997 Cameron Meadow Apt. 980 | South Hero | VT | 5,486 | 44.64 | -73.3113 | 1,654 | Transport planner | 1991-01-31 | 6cbfd386b08feb65cb6fc15fbd437521 | 1,371,880,719 | 44.029778 | -72.420684 | 0 |
2,774 | 2020-06-22 05:59:08 | 4,451,952,084,362,894 | fraud_Reichert, Shanahan and Hayes | shopping_net | 100.2 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 507d6b26a10e23a0538fae93d380ee9d | 1,371,880,748 | 35.128414 | -102.699747 | 0 |
2,775 | 2020-06-22 05:59:09 | 30,487,648,872,433 | fraud_Rau and Sons | grocery_pos | 139.69 | Stephanie | Crane | F | 144 Martinez Curve | Central | IN | 47,110 | 38.097 | -86.1723 | 350 | Counsellor | 1955-01-05 | 45261cb8a4dd17ed43fb9e101dee3576 | 1,371,880,749 | 37.897147 | -85.975108 | 0 |
2,776 | 2020-06-22 05:59:35 | 2,242,542,703,101,233 | fraud_Harris Inc | gas_transport | 94.34 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 16606ad5a0826ce415d45c935c56789f | 1,371,880,775 | 37.981436 | -85.830094 | 0 |
2,777 | 2020-06-22 05:59:45 | 213,154,573,301,411 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 83.65 | Christopher | Sheppard | M | 39218 Baker Shoals | Bristow | IN | 47,515 | 38.1981 | -86.6821 | 965 | Horticultural therapist | 1982-02-10 | a82c427805a1422d16d0a073ceb59a6a | 1,371,880,785 | 38.555339 | -87.097891 | 0 |
2,778 | 2020-06-22 05:59:50 | 4,335,531,783,520,911 | fraud_Reilly, Heaney and Cole | gas_transport | 67.33 | Amy | Daugherty | F | 852 Thomas Well Suite 339 | Owensville | MO | 65,066 | 38.3511 | -91.4867 | 6,703 | Naval architect | 1998-05-20 | 7bb849ac372d0202a6d1d0846bf8b02f | 1,371,880,790 | 37.884515 | -90.718481 | 0 |
2,779 | 2020-06-22 06:00:22 | 2,286,236,465,059,468 | fraud_Turner and Sons | shopping_pos | 4.58 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | 5eec9cd35861c4603688e99907df9c28 | 1,371,880,822 | 38.274792 | -94.545784 | 0 |
2,780 | 2020-06-22 06:00:22 | 213,124,978,348,176 | fraud_Boyer-Reichert | shopping_net | 3.97 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | 175a1722ccf1cec706fd2b16d6e439ba | 1,371,880,822 | 41.643587 | -77.816402 | 0 |
2,781 | 2020-06-22 06:00:30 | 3,552,581,383,553,463 | fraud_Halvorson Group | misc_pos | 55.02 | Jonathan | Castro | M | 200 Christie Mills Apt. 307 | Andrews | NC | 28,901 | 35.1959 | -83.8228 | 5,354 | Retail buyer | 1965-04-13 | 7975850389f14ef8a26149fb5ab40d3a | 1,371,880,830 | 35.829863 | -83.410601 | 0 |
2,782 | 2020-06-22 06:00:39 | 4,634,955,908,138,648 | fraud_Friesen-D'Amore | gas_transport | 60.03 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | 000b46f6ad188e8128882e667bdb890d | 1,371,880,839 | 42.602507 | -97.372669 | 0 |
2,783 | 2020-06-22 06:00:43 | 4,642,255,475,285,942 | fraud_Moen, Reinger and Murphy | grocery_pos | 98.14 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 0371e189e1b28f5f107b0fcf3e1f6420 | 1,371,880,843 | 38.177789 | -109.575185 | 0 |
2,784 | 2020-06-22 06:01:14 | 30,270,432,095,985 | fraud_Schaefer, McGlynn and Bosco | gas_transport | 62.21 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 446822fd22f0319886ec32a2000aa25d | 1,371,880,874 | 39.704564 | -90.578177 | 0 |
2,785 | 2020-06-22 06:01:46 | 6,011,329,966,782,895 | fraud_Berge LLC | gas_transport | 43.86 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | 11f140392d54e1bbbbc7a9a67f004a9e | 1,371,880,906 | 35.897386 | -95.288977 | 0 |
2,786 | 2020-06-22 06:02:12 | 676,173,792,455 | fraud_Welch, Rath and Koepp | entertainment | 60.57 | 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 | 1616e0ac30081b12baa0566e33d16d52 | 1,371,880,932 | 33.059967 | -119.023016 | 0 |
2,787 | 2020-06-22 06:02:19 | 30,030,380,240,193 | fraud_Lockman, West and Runte | grocery_pos | 99.67 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | a715f29c5e7c8bc76fb108b5de959fc6 | 1,371,880,939 | 29.500176 | -98.622749 | 0 |
2,788 | 2020-06-22 06:03:17 | 3,538,520,143,479,972 | fraud_Kutch, Hermiston and Farrell | gas_transport | 44.94 | Cassandra | Nunez | F | 9572 Austin Forge Suite 612 | Clay Center | OH | 43,408 | 41.5686 | -83.3632 | 269 | Insurance underwriter | 1965-09-15 | f9384f5d50afc07010c18cabf3f91f9b | 1,371,880,997 | 41.769589 | -84.298248 | 0 |
2,789 | 2020-06-22 06:03:56 | 4,149,238,353,975,790 | fraud_Towne, Walker and Borer | grocery_net | 62.09 | Tanner | Carroll | M | 494 Burke Ports | Cokeburg | PA | 15,324 | 40.1008 | -80.0652 | 632 | Dealer | 1989-04-08 | 3b9e806b79784d75de64f8b8f81b843c | 1,371,881,036 | 39.847184 | -80.288595 | 0 |
2,790 | 2020-06-22 06:04:39 | 6,011,542,681,743,618 | fraud_Kunze Inc | grocery_pos | 77.78 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | 439c55f99b673dd5ca24c551b9471635 | 1,371,881,079 | 38.980232 | -78.325612 | 0 |
2,791 | 2020-06-22 06:04:53 | 38,052,002,992,326 | fraud_Friesen-D'Amore | gas_transport | 49.8 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | 24ae6fb42d88518b808ea41e1999fc5d | 1,371,881,093 | 30.197021 | -94.276259 | 0 |
2,792 | 2020-06-22 06:06:12 | 4,509,142,395,811,241 | fraud_Schamberger-O'Keefe | grocery_pos | 120.51 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 7f5d3f39a0e2a809cd58a4fa801bd1aa | 1,371,881,172 | 31.242477 | -81.444238 | 0 |
2,793 | 2020-06-22 06:07:24 | 3,577,578,023,716,568 | fraud_Halvorson Group | misc_pos | 86.74 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 8c5daee528ed81809102131e8fcd3cdf | 1,371,881,244 | 40.973823 | -81.718344 | 0 |
2,794 | 2020-06-22 06:07:26 | 213,125,815,021,702 | fraud_Herman, Treutel and Dickens | misc_net | 2.55 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | b7161ea83c24c750469173e7cd8a162a | 1,371,881,246 | 41.811873 | -74.419126 | 0 |
2,795 | 2020-06-22 06:07:54 | 3,576,021,480,694,169 | fraud_Mraz-Herzog | gas_transport | 85.99 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 2fc67673f773138bf797f8f9f72676aa | 1,371,881,274 | 39.38756 | -95.162012 | 0 |
2,796 | 2020-06-22 06:08:04 | 4,538,566,639,857 | fraud_Boyer-Reichert | shopping_net | 520.22 | Jerry | Kelly | M | 3539 Mckenzie Stream | Fairview | NJ | 7,022 | 40.817 | -74 | 13,835 | Programmer, multimedia | 1967-05-28 | 7259ab5907cab36eb38d280b4b91641a | 1,371,881,284 | 40.33161 | -74.498504 | 0 |
2,797 | 2020-06-22 06:08:06 | 30,343,344,410,970 | fraud_Sporer Inc | gas_transport | 46.84 | Jacob | Dawson | M | 663 Anna Plaza | Marienville | PA | 16,239 | 41.4622 | -79.1306 | 4,172 | Copywriter, advertising | 1962-03-20 | 7812a34535f07f4003a9ed06fed89719 | 1,371,881,286 | 40.643281 | -78.275757 | 0 |
2,798 | 2020-06-22 06:08:15 | 4,476,840,372,112 | fraud_Streich, Hansen and Veum | gas_transport | 68.04 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 289a62eb92b776fd93065eb3662edb0b | 1,371,881,295 | 35.047865 | -87.217125 | 0 |
2,799 | 2020-06-22 06:11:35 | 4,103,158,249,977 | fraud_Schultz, Simonis and Little | grocery_pos | 104.03 | Christopher | Adkins | M | 3512 Knight Center | Lorenzo | TX | 79,343 | 33.6666 | -101.5277 | 1,571 | Petroleum engineer | 1982-06-27 | c932eb3baea21aab83ccd9a25382a631 | 1,371,881,495 | 34.480861 | -102.425898 | 0 |
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