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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,278,600 | 2020-06-14 23:24:30 | 344,709,867,813,900 | fraud_Koss, Hansen and Lueilwitz | home | 24.92 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | fa939cdea2927c47b416215af50e874d | 1,371,252,270 | 28.225052 | -82.271192 | 0 |
1,278,601 | 2020-06-14 23:24:44 | 4,653,178,848,915,023,000 | fraud_Treutel-King | travel | 5.32 | Robert | Hall | M | 371 Anthony Trail Suite 354 | Glade Spring | VA | 24,340 | 36.7779 | -81.7676 | 5,657 | Clinical psychologist | 1987-04-29 | 193bfdde33fcd3beedb0b80da13a2931 | 1,371,252,284 | 37.120485 | -82.359881 | 0 |
1,278,602 | 2020-06-14 23:25:18 | 4,939,976,756,738,216 | fraud_Wuckert, Wintheiser and Friesen | home | 51.41 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 7ef8812af9766e2afc264a75e69b35e8 | 1,371,252,318 | 25.537912 | -98.52253 | 0 |
1,278,603 | 2020-06-14 23:25:25 | 30,074,693,890,476 | fraud_Towne, Greenholt and Koepp | shopping_net | 4.98 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | dd6d028da65b2562f5d8f118da48b222 | 1,371,252,325 | 37.146527 | -100.646163 | 0 |
1,278,604 | 2020-06-14 23:25:35 | 30,033,162,392,091 | fraud_Wuckert-Goldner | home | 92.64 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | a7fc159f387788521caf414713082b01 | 1,371,252,335 | 43.071329 | -96.471967 | 0 |
1,278,605 | 2020-06-14 23:25:53 | 4,836,998,673,805,450 | fraud_Larson, Quitzon and Spencer | travel | 4.12 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 6a957bb00a5ae18bcbd8aaa6f64eec07 | 1,371,252,353 | 45.901445 | -85.371056 | 0 |
1,278,606 | 2020-06-14 23:25:55 | 6,011,542,681,743,618 | fraud_Barrows PLC | shopping_pos | 5.06 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | 9513e8c2c3c5f0feef9d7d516016e74a | 1,371,252,355 | 38.139778 | -79.541473 | 0 |
1,278,607 | 2020-06-14 23:26:10 | 180,056,173,248,083 | fraud_Windler LLC | kids_pets | 47.57 | 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 | c398994d7b9aab5dec6a170564129c62 | 1,371,252,370 | 43.414192 | -85.214646 | 0 |
1,278,608 | 2020-06-14 23:26:11 | 30,273,037,698,427 | fraud_Halvorson Group | misc_pos | 107.1 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 8ceb4391908901418e55507d1c0f354d | 1,371,252,371 | 35.770013 | -92.276682 | 0 |
1,278,609 | 2020-06-14 23:26:18 | 6,011,104,316,292,105 | fraud_Hills-Witting | shopping_net | 1.12 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 6ecb5be6ee1a9b54a0490ed607fafc0a | 1,371,252,378 | 36.336868 | -79.193681 | 0 |
1,278,610 | 2020-06-14 23:26:18 | 3,533,177,016,567,295 | fraud_Erdman-Durgan | health_fitness | 41.25 | Derek | Bentley | M | 782 Lee Crossing Apt. 209 | Weeping Water | NE | 68,463 | 40.8731 | -96.1528 | 1,517 | Dealer | 1951-11-08 | 8c7c155505350c27f1fdff0b11354a9c | 1,371,252,378 | 40.332549 | -96.874755 | 0 |
1,278,611 | 2020-06-14 23:26:27 | 6,011,438,889,172,900 | fraud_Gottlieb, Considine and Schultz | shopping_net | 2.08 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 59a16005d739106e34c284402d96cb8e | 1,371,252,387 | 34.631085 | -90.945027 | 0 |
1,278,612 | 2020-06-14 23:26:38 | 180,058,696,935,600 | fraud_Greenholt, O'Hara and Balistreri | shopping_net | 19.28 | Richard | Barnes | M | 1339 Johnson Landing Suite 007 | De Lancey | NY | 13,752 | 42.189 | -74.9229 | 782 | Chartered accountant | 2000-08-28 | 44c4567ba363ce4ad77a2887061f176f | 1,371,252,398 | 42.113481 | -74.139172 | 0 |
1,278,613 | 2020-06-14 23:26:53 | 5,388,659,976,630,693 | fraud_Dibbert and Sons | entertainment | 5.03 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 93345fc643716f75beadc6007d313782 | 1,371,252,413 | 42.975492 | -90.01479 | 0 |
1,278,614 | 2020-06-14 23:27:02 | 3,521,417,320,836,166 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 4.36 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 352b7c9a27b1661d700ad8da0b0d156a | 1,371,252,422 | 40.589767 | -86.018521 | 0 |
1,278,615 | 2020-06-14 23:27:19 | 6,011,934,240,159,560 | fraud_Feil-Morar | health_fitness | 73.65 | Joshua | Cohen | M | 426 Mark Ports | Brooklin | ME | 4,616 | 44.2541 | -68.5565 | 824 | Loss adjuster, chartered | 1974-11-02 | 38d887545a366e724fed132b36ab056d | 1,371,252,439 | 45.186793 | -69.499584 | 0 |
1,278,616 | 2020-06-14 23:27:23 | 213,112,402,583,773 | fraud_Roberts-Beahan | misc_pos | 3 | 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 | 4e8b4fa4a89b8447280165eb6ae4462b | 1,371,252,443 | 34.206943 | -81.333782 | 0 |
1,278,617 | 2020-06-14 23:28:08 | 6,011,679,934,075,347 | fraud_Parker-Kunde | personal_care | 12.07 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | 864c093e0857d300781e8d544f215a6d | 1,371,252,488 | 41.728646 | -106.42956 | 0 |
1,278,618 | 2020-06-14 23:28:13 | 6,011,693,194,885,790 | fraud_Reichel LLC | personal_care | 10.34 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 93bcb519a78cf5cddc30a3cbc1cea300 | 1,371,252,493 | 46.641675 | -92.94739 | 0 |
1,278,619 | 2020-06-14 23:28:17 | 4,467,456,915,153,312,300 | fraud_Stiedemann Ltd | food_dining | 46.27 | Rita | Myers | F | 75703 Hernandez Corner Suite 348 | Tampa | FL | 33,620 | 28.06 | -82.4079 | 717,255 | Waste management officer | 1966-09-16 | 75b1a0c2d2911ef7c1d1b4f86b411f14 | 1,371,252,497 | 27.385269 | -81.947255 | 0 |
1,278,620 | 2020-06-14 23:28:39 | 180,084,576,295,055 | fraud_Thompson-Gleason | health_fitness | 115.52 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | a7230e5c1563ae2affe75585a7729cd3 | 1,371,252,519 | 28.918571 | -96.822569 | 0 |
1,278,621 | 2020-06-14 23:28:51 | 6,011,329,966,782,895 | fraud_Koss, Hansen and Lueilwitz | home | 14.7 | 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 | 5d3d903f13fa79a0329c78e8727eb083 | 1,371,252,531 | 36.391805 | -96.706139 | 0 |
1,278,622 | 2020-06-14 23:29:02 | 4,601,636,330,889 | fraud_Auer LLC | personal_care | 4.51 | Mark | Rivera | M | 383 Contreras Hills Suite 658 | Humble | TX | 77,338 | 30.0041 | -95.2825 | 194,500 | Tax adviser | 1990-12-18 | 9824389a36f1f7455772c3ca3fc53786 | 1,371,252,542 | 29.328099 | -94.653985 | 0 |
1,278,623 | 2020-06-14 23:29:07 | 4,066,595,222,529 | fraud_Larson-Moen | entertainment | 38.66 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | 65e16f7478ad88e7f0c1714327454bef | 1,371,252,547 | 37.121642 | -83.131231 | 0 |
1,278,624 | 2020-06-14 23:29:55 | 6,011,366,578,560,244 | fraud_Dooley-Thompson | misc_net | 2.95 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 4b7d98c2b99e5bbde577a38711c07eee | 1,371,252,595 | 40.927674 | -77.617327 | 0 |
1,278,625 | 2020-06-14 23:30:42 | 3,524,574,586,339,330 | fraud_Brown-Greenholt | entertainment | 213.16 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | a6151153ab5b43a4c1cec64c8f87a7a7 | 1,371,252,642 | 27.731214 | -81.082328 | 0 |
1,278,626 | 2020-06-14 23:31:19 | 4,229,733,778,084,049 | fraud_Harris Group | food_dining | 9.82 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | 4dab7c2fec4359d2ea65a811321189b3 | 1,371,252,679 | 37.41456 | -86.495217 | 0 |
1,278,627 | 2020-06-14 23:31:26 | 6,534,628,260,579,800 | fraud_Brown, Homenick and Lesch | health_fitness | 24.65 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 29a180c0328778abeba570af53dde283 | 1,371,252,686 | 43.842624 | -72.536217 | 0 |
1,278,628 | 2020-06-14 23:31:46 | 180,056,173,248,083 | fraud_Jakubowski Inc | home | 14.99 | 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 | 9f4b5c504574113e044d1656c499207f | 1,371,252,706 | 43.087941 | -84.780349 | 0 |
1,278,629 | 2020-06-14 23:31:56 | 4,328,928,491,302,401 | fraud_Schumm PLC | shopping_net | 3.38 | 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 | 256e27ca52707c7562697cf9c7020882 | 1,371,252,716 | 42.436202 | -87.161761 | 0 |
1,278,630 | 2020-06-14 23:32:06 | 3,575,789,281,659,026 | fraud_Kuhn Group | food_dining | 10.97 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 57dd8a3e6858a05f75b257ab42e964d6 | 1,371,252,726 | 39.51563 | -94.519491 | 0 |
1,278,631 | 2020-06-14 23:32:11 | 5,152,054,598,359,927 | fraud_Welch Inc | misc_net | 39.22 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 5a2a471af249392f5d3b0e1207b658eb | 1,371,252,731 | 30.39874 | -90.955711 | 0 |
1,278,632 | 2020-06-14 23:32:20 | 675,990,301,623 | fraud_Little-Gleichner | travel | 4.46 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | df812005af0be3c6a2d953504e1511a2 | 1,371,252,740 | 41.529412 | -74.989994 | 0 |
1,278,633 | 2020-06-14 23:32:21 | 4,430,881,574,719,618 | fraud_Watsica LLC | personal_care | 76.7 | Alicia | Morales | F | 4456 Dunn Roads | Meredith | CO | 81,642 | 39.3199 | -106.6596 | 61 | Public relations account executive | 1939-11-04 | bba11cae28dfc7b9f685d30bc37f8f88 | 1,371,252,741 | 39.63618 | -107.586544 | 0 |
1,278,634 | 2020-06-14 23:32:28 | 4,681,699,462,969 | fraud_O'Keefe-Wisoky | food_dining | 27.6 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 3e24d9f1c0aa0ead08ce58ae5ac8d7f7 | 1,371,252,748 | 36.212608 | -86.864368 | 0 |
1,278,635 | 2020-06-14 23:33:06 | 4,755,696,071,492 | fraud_White and Sons | home | 8.18 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | f85ded44410e54f1e3c2060fbc575138 | 1,371,252,786 | 32.428025 | -96.243501 | 0 |
1,278,636 | 2020-06-14 23:33:08 | 4,379,260,813,815,979,500 | fraud_Hartmann, Rowe and Hermann | travel | 2.9 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | cd98299a0fa9a5f99063e3d5b80a5533 | 1,371,252,788 | 37.105692 | -123.170833 | 0 |
1,278,637 | 2020-06-14 23:33:40 | 3,531,129,874,770,000 | fraud_Cole, Hills and Jewess | home | 119.05 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | a4d0e3501290ea63c868676420cf278e | 1,371,252,820 | 44.043931 | -72.950991 | 0 |
1,278,638 | 2020-06-14 23:33:40 | 630,424,987,505 | fraud_Feil-Morar | health_fitness | 24.75 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | fe1642380a89ab5c8f30be43566e715b | 1,371,252,820 | 39.957705 | -80.299501 | 1 |
1,278,639 | 2020-06-14 23:33:59 | 4,010,002,218,955,876 | fraud_Nader-Maggio | personal_care | 6.09 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | 9c1d06549bd741837b2bafdd8ecdba09 | 1,371,252,839 | 29.459495 | -94.493148 | 0 |
1,278,640 | 2020-06-14 23:34:17 | 4,951,647,200,979,051 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 5.41 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | 371dd521292d2f448fc3ed20b2ea7f09 | 1,371,252,857 | 37.230563 | -88.301571 | 0 |
1,278,641 | 2020-06-14 23:34:41 | 2,657,850,734,909,997 | fraud_Yost-Rogahn | personal_care | 32.41 | Alan | Howard | M | 04139 Johnson Prairie Suite 401 | Detroit | MI | 48,206 | 42.3749 | -83.1087 | 673,342 | Trading standards officer | 1946-11-01 | 7c2245cd02fddee6f048dd95467c9917 | 1,371,252,881 | 41.399838 | -82.148151 | 0 |
1,278,642 | 2020-06-14 23:34:50 | 4,102,003,771,126,577,700 | fraud_Kuhn Group | food_dining | 19.87 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | 4206d9e96bec19943905261dc3a7f2b8 | 1,371,252,890 | 32.973993 | -96.648126 | 0 |
1,278,643 | 2020-06-14 23:34:58 | 30,551,643,947,183 | fraud_Koss, Hansen and Lueilwitz | home | 20.52 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 481a21ff1cf5c625e7602dc3c3d93cba | 1,371,252,898 | 34.826126 | -80.95982 | 0 |
1,278,644 | 2020-06-14 23:35:13 | 4,904,681,492,230,012 | fraud_Bechtelar-Rippin | food_dining | 2.46 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 02c1d2c60f88e3d7e57328f431f6e8a4 | 1,371,252,913 | 41.736213 | -74.614678 | 0 |
1,278,645 | 2020-06-14 23:35:19 | 6,550,399,784,335,736 | fraud_Jewess LLC | shopping_pos | 9.97 | Harry | Mckee | M | 95351 Sullivan Viaduct Apt. 239 | Port Charlotte | FL | 33,981 | 26.9379 | -82.2388 | 79,008 | Quantity surveyor | 1984-08-31 | 925ea382df3ab89bceb671efaae53a63 | 1,371,252,919 | 27.842404 | -82.724838 | 0 |
1,278,646 | 2020-06-14 23:36:09 | 4,342,532,437,704,183 | fraud_Kovacek Ltd | travel | 9.74 | 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 | 4051df333210ee5edea0974c08a41958 | 1,371,252,969 | 41.670001 | -77.154298 | 0 |
1,278,647 | 2020-06-14 23:36:10 | 577,588,686,219 | fraud_Lebsack and Sons | misc_net | 139.1 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 57adea4f721d4f1ef9f421fa508a7b26 | 1,371,252,970 | 39.777739 | -78.462574 | 0 |
1,278,648 | 2020-06-14 23:36:30 | 4,134,456,652,433,447 | fraud_Pollich LLC | home | 20.46 | Lawrence | Ellis | M | 1471 Alicia Flat Apt. 993 | Springfield Gardens | NY | 11,413 | 40.6645 | -73.7559 | 38,912 | Production manager | 1961-11-07 | bdf9b3115ffe75f5fdab8348ee834bec | 1,371,252,990 | 40.16191 | -73.759575 | 0 |
1,278,649 | 2020-06-14 23:36:31 | 213,198,837,352,314 | fraud_Kertzmann LLC | health_fitness | 75.35 | John | Vega | M | 4483 Sharp Ferry Apt. 468 | Garfield | KS | 67,529 | 38.0649 | -99.2374 | 365 | Equality and diversity officer | 1991-02-03 | 5ba65436190c7e13337795984446d374 | 1,371,252,991 | 38.046177 | -98.799436 | 0 |
1,278,650 | 2020-06-14 23:36:54 | 4,761,403,817,546,679,000 | fraud_Kunze, Larkin and Mayert | travel | 6.34 | Diana | Jacobs | F | 69608 Perez Mountain Apt. 006 | Viola | AR | 72,583 | 36.3924 | -91.9932 | 1,679 | Psychiatric nurse | 1986-05-02 | 5398b3692672f515d063cce9fe57833a | 1,371,253,014 | 36.842495 | -91.954064 | 0 |
1,278,651 | 2020-06-14 23:37:02 | 4,906,628,655,840,914,000 | fraud_Little, Gutmann and Lynch | shopping_net | 2,162.2 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | fc4b8623287f2d5f75aab0447e798abf | 1,371,253,022 | 24.995325 | -81.869535 | 0 |
1,278,652 | 2020-06-14 23:37:02 | 4,220,495,028,289,516,500 | fraud_Schmidt-Larkin | home | 113.7 | Bethany | Andrade | F | 7898 Wanda Springs | Corona | CA | 92,882 | 33.8419 | -117.6043 | 233,717 | Wellsite geologist | 1966-05-22 | dfa56e8a7fcdc6aed628ed4f91d2ab04 | 1,371,253,022 | 34.428318 | -118.274111 | 0 |
1,278,653 | 2020-06-14 23:37:12 | 4,629,451,965,224,809 | fraud_Mohr-Bayer | shopping_net | 41.02 | Karen | Warren | F | 4900 Curtis Gardens Suite 952 | Hahira | GA | 31,632 | 30.9416 | -83.3574 | 10,295 | Teacher, special educational needs | 1997-12-26 | c4e5785b77838ff85e77aabac395c4cd | 1,371,253,032 | 29.942914 | -83.261476 | 0 |
1,278,654 | 2020-06-14 23:37:30 | 4,761,403,817,546,679,000 | fraud_Cartwright PLC | kids_pets | 13.82 | Diana | Jacobs | F | 69608 Perez Mountain Apt. 006 | Viola | AR | 72,583 | 36.3924 | -91.9932 | 1,679 | Psychiatric nurse | 1986-05-02 | 73d6b5925b23c3ddff9adcfa1050f10f | 1,371,253,050 | 36.483437 | -92.920865 | 0 |
1,278,655 | 2020-06-14 23:37:55 | 343,464,013,864,032 | fraud_Bode-Rempel | kids_pets | 113.32 | Jodi | Foster | F | 551 Zachary Freeway | Bailey | NC | 27,807 | 35.8072 | -78.0892 | 6,629 | Call centre manager | 1962-08-13 | 521f0f48200ab7a4cdde3856d14f5e93 | 1,371,253,075 | 36.18819 | -78.732269 | 0 |
1,278,656 | 2020-06-14 23:38:10 | 4,063,094,974,360,571,400 | fraud_Cartwright PLC | kids_pets | 33.03 | Patricia | Mendoza | F | 1683 Davidson Freeway | Mendon | UT | 84,325 | 41.71 | -111.9817 | 2,078 | Scientist, audiological | 1963-06-13 | 995a7acea210a9998273f5ad1ee92576 | 1,371,253,090 | 42.659041 | -111.864417 | 0 |
1,278,657 | 2020-06-14 23:38:12 | 3,500,969,075,198,072 | fraud_Fadel Inc | health_fitness | 27.04 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | bb5c7760292bd143fd3f490ba841bf7f | 1,371,253,092 | 47.602862 | -116.972334 | 0 |
1,278,658 | 2020-06-14 23:38:22 | 4,855,488,158,131,690,000 | fraud_Feil-Morar | health_fitness | 75.12 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | 0d3668a5996ce312282dbb587b0dc4d5 | 1,371,253,102 | 44.025643 | -72.44024 | 0 |
1,278,659 | 2020-06-14 23:38:45 | 4,005,676,619,255,478 | fraud_Ruecker, Beer and Collier | shopping_net | 4.67 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | ce37da5228c8e7a979f1e4ea8ba67c0d | 1,371,253,125 | 30.869685 | -90.522842 | 0 |
1,278,660 | 2020-06-14 23:39:05 | 2,291,163,933,867,244 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 22.43 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | f94035db52ecae4007890134e26722c9 | 1,371,253,145 | 34.065312 | -80.373406 | 0 |
1,278,661 | 2020-06-14 23:39:05 | 4,710,792,708,725,663 | fraud_Medhurst, Cartwright and Ebert | personal_care | 7.29 | Justin | Bell | M | 954 Green Wall | Churubusco | IN | 46,723 | 41.229 | -85.3244 | 7,692 | Research officer, trade union | 1986-12-13 | 7d59da3de91b8357d1746db9d75d811b | 1,371,253,145 | 41.380306 | -85.523268 | 0 |
1,278,662 | 2020-06-14 23:39:43 | 4,745,996,322,265 | fraud_Larkin Ltd | kids_pets | 9.4 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | c6f6c3ed6743cf5d061149b4eeb291f7 | 1,371,253,183 | 40.536787 | -86.624139 | 0 |
1,278,663 | 2020-06-14 23:39:47 | 30,344,654,314,976 | fraud_Rau-Grant | kids_pets | 94.72 | Christine | Johnson | F | 8011 Chapman Tunnel Apt. 568 | Blairsden-Graeagle | CA | 96,103 | 39.8127 | -120.6405 | 1,725 | Chartered legal executive (England and Wales) | 1967-05-27 | 7b71f3845d8272c8fa7a4d0d5fa0f206 | 1,371,253,187 | 39.414642 | -120.702421 | 0 |
1,278,664 | 2020-06-14 23:40:08 | 3,568,736,585,751,727 | fraud_Bahringer, Bergnaum and Quitzon | home | 86.18 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | ac77fd41420f0ed3576a1bf5972d20df | 1,371,253,208 | 42.261757 | -94.300292 | 0 |
1,278,665 | 2020-06-14 23:40:13 | 3,564,839,259,330,465 | fraud_Johns Inc | entertainment | 31.16 | 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 | 48be13f36a458c7800f8c4c4ab9f9785 | 1,371,253,213 | 37.381398 | -122.447201 | 0 |
1,278,666 | 2020-06-14 23:40:21 | 4,681,601,008,538,160 | fraud_Ernser-Feest | home | 60.7 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | d5cdac014825003920c51b4dd87f9556 | 1,371,253,221 | 39.613941 | -80.029737 | 0 |
1,278,667 | 2020-06-14 23:40:49 | 36,722,699,017,270 | fraud_Mohr Inc | shopping_pos | 3.59 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | a35976877236e5abdee08f957d8c62f0 | 1,371,253,249 | 33.114415 | -110.159519 | 0 |
1,278,668 | 2020-06-14 23:41:13 | 30,135,235,368,675 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 41.65 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | dbaaea2ca4ee0e642cf02b5717d9120f | 1,371,253,273 | 39.083098 | -93.511378 | 0 |
1,278,669 | 2020-06-14 23:41:15 | 676,372,984,911 | fraud_Welch Inc | misc_net | 3.05 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 2a10d241d325db588dc07a5734ba2a3f | 1,371,253,275 | 40.397262 | -98.537453 | 0 |
1,278,670 | 2020-06-14 23:41:30 | 567,868,110,212 | fraud_Marvin-Lind | personal_care | 79.43 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | d6b31d7ae2a93962a1b11ab233ba397b | 1,371,253,290 | 30.533983 | -95.88223 | 0 |
1,278,671 | 2020-06-14 23:41:39 | 3,586,008,444,788,268 | fraud_Yost-Rogahn | personal_care | 9.56 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 123b1bd36c25a5ddc3256b60bacf5871 | 1,371,253,299 | 47.605719 | -122.490186 | 0 |
1,278,672 | 2020-06-14 23:41:40 | 4,797,297,220,948,469,000 | fraud_Weimann-Lockman | kids_pets | 49.86 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | a9d6cd2feb3a6daa41ffe6847d65c0ea | 1,371,253,300 | 38.024311 | -86.054042 | 0 |
1,278,673 | 2020-06-14 23:42:10 | 2,254,799,658,404,120 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 404.33 | Barbara | Nelson | F | 7337 Browning Falls Suite 027 | Valdosta | GA | 31,605 | 30.946 | -83.2474 | 94,325 | Educational psychologist | 1987-09-08 | bdb9f2c890438fec822c131c9f56b0bf | 1,371,253,330 | 31.423626 | -82.511299 | 0 |
1,278,674 | 2020-06-14 23:42:13 | 343,668,971,234,893 | fraud_Homenick LLC | personal_care | 66.15 | Sally | Moore | F | 835 Reese Views Suite 884 | Hopkins | SC | 29,061 | 33.9349 | -80.8449 | 13,717 | Chiropodist | 1949-11-16 | ae591fca163766b019a8ee12469883b6 | 1,371,253,333 | 33.79085 | -81.24165 | 0 |
1,278,675 | 2020-06-14 23:42:48 | 30,442,439,074,871 | fraud_Yost, Schamberger and Windler | kids_pets | 13.26 | Linda | Sanchez | F | 6574 William Hill Apt. 375 | Jermyn | PA | 18,433 | 41.5744 | -75.5881 | 6,508 | Training and development officer | 1981-06-22 | 44faadc34cd4a59d0b103f3672066036 | 1,371,253,368 | 41.954797 | -76.373572 | 0 |
1,278,676 | 2020-06-14 23:42:50 | 4,006,047,418,382 | fraud_Dare-Gibson | health_fitness | 11.4 | Robert | Sanchez | M | 7314 Johnson Square Apt. 296 | Parkers Lake | KY | 42,634 | 36.8347 | -84.4436 | 1,565 | Designer, industrial/product | 1968-07-24 | 01cf99c38d31e1ff4e25ea5e8ef614c8 | 1,371,253,370 | 36.90025 | -83.571149 | 0 |
1,278,677 | 2020-06-14 23:42:52 | 4,822,367,783,500,458 | fraud_Nienow, Ankunding and Collier | misc_pos | 21.95 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | a3e165a1bafb29753e633d1dace0f3f0 | 1,371,253,372 | 27.603578 | -81.183581 | 0 |
1,278,678 | 2020-06-14 23:42:59 | 375,974,680,629,816 | fraud_Boyer-Reichert | shopping_net | 7.68 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 473d9bcf9b1099921d133fb13541cea2 | 1,371,253,379 | 40.951199 | -72.23967 | 0 |
1,278,679 | 2020-06-14 23:43:22 | 6,564,459,919,350,820 | fraud_Schoen-Quigley | kids_pets | 27.4 | Douglas | Willis | M | 619 Jeremy Garden Apt. 681 | Benton | WI | 53,803 | 42.5545 | -90.3508 | 1,306 | Public relations officer | 1958-09-10 | 570f4c89764a0d09649f780bf3412b93 | 1,371,253,402 | 42.883645 | -90.191008 | 0 |
1,278,680 | 2020-06-14 23:43:24 | 675,945,690,716 | fraud_Fadel, Mertz and Rippin | entertainment | 20.27 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | 913b0eee228f382ac177e1a29cca2ad5 | 1,371,253,404 | 40.279727 | -80.376 | 0 |
1,278,681 | 2020-06-14 23:43:42 | 4,464,457,352,619 | fraud_Hamill-Daugherty | misc_net | 3.63 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | db1271e9a0c35e06bf24a5779a541c7e | 1,371,253,422 | 29.194731 | -84.707159 | 0 |
1,278,682 | 2020-06-14 23:44:01 | 3,519,232,971,341,141 | fraud_Rau-Grant | kids_pets | 3.28 | Michael | Jones | M | 754 Smith Isle | Amsterdam | OH | 43,903 | 40.4731 | -80.9596 | 2,208 | Mental health nurse | 1961-09-10 | 1ed544550a9e0d653bef33d5ccb5d8c4 | 1,371,253,441 | 41.333978 | -81.840573 | 0 |
1,278,683 | 2020-06-14 23:45:04 | 343,746,486,082,492 | fraud_Mayert Group | shopping_pos | 8.01 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | 0f5b16fc0777b26ca1ce21e46a2856a7 | 1,371,253,504 | 45.619975 | -85.202642 | 0 |
1,278,684 | 2020-06-14 23:45:21 | 4,102,003,771,126,577,700 | fraud_Hodkiewicz, Prohaska and Paucek | travel | 1.19 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | e74deb894fbcf599321f85328acf0635 | 1,371,253,521 | 32.810171 | -96.852964 | 0 |
1,278,685 | 2020-06-14 23:45:28 | 4,505,383,113,689 | fraud_Hettinger, McCullough and Fay | home | 36.05 | Alicia | Hawkins | F | 507 John Overpass Suite 424 | Harwood | MD | 20,776 | 38.8582 | -76.6145 | 3,289 | Quantity surveyor | 1933-03-15 | d8b7dd451936de292469860fe37f0896 | 1,371,253,528 | 39.362822 | -76.89164 | 0 |
1,278,686 | 2020-06-14 23:45:36 | 343,819,048,608,995 | fraud_Bahringer Group | health_fitness | 13.96 | Shelby | Cannon | F | 1535 Ryan Burgs Suite 919 | Des Moines | IA | 50,312 | 41.5855 | -93.6719 | 222,785 | Wellsite geologist | 1956-01-24 | 52806ff0f70da4f287dfb4e9f56332ad | 1,371,253,536 | 41.132601 | -94.430276 | 0 |
1,278,687 | 2020-06-14 23:45:50 | 30,026,790,933,302 | fraud_Waelchi Inc | kids_pets | 49.76 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | f71540f3387a227ec1456aee7fa94588 | 1,371,253,550 | 33.140031 | -91.928049 | 0 |
1,278,688 | 2020-06-14 23:45:55 | 374,930,071,163,758 | fraud_Goyette, Howell and Collier | shopping_pos | 3.99 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 5fb247d848a6b4dd03f9cb885064dd13 | 1,371,253,555 | 42.892998 | -83.640141 | 0 |
1,278,689 | 2020-06-14 23:46:37 | 6,011,693,194,885,790 | fraud_Gleason and Sons | kids_pets | 82.41 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | dbc090e1a7ae3108cb3bda636203d1b3 | 1,371,253,597 | 44.765649 | -93.537841 | 0 |
1,278,690 | 2020-06-14 23:47:05 | 3,562,264,947,797,243 | fraud_Leannon-Nikolaus | travel | 5.74 | Anthony | Velasquez | M | 609 Hunt Grove | Saint Francis | KY | 40,062 | 37.6047 | -85.4251 | 301 | Research officer, political party | 1967-03-17 | 3a262d2df5065fecd0d4d14a598a27f2 | 1,371,253,625 | 38.563736 | -85.292403 | 0 |
1,278,691 | 2020-06-14 23:47:28 | 30,044,330,818,990 | fraud_Schumm PLC | health_fitness | 109.88 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 9d54c2f3496b11df007d5c505fa21eb6 | 1,371,253,648 | 26.781025 | -81.929258 | 0 |
1,278,692 | 2020-06-14 23:48:38 | 4,707,867,759,656,333 | fraud_Daugherty LLC | kids_pets | 65.56 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | e1a7c1805622cb0f54b9fa8bf4a95b23 | 1,371,253,718 | 35.76522 | -82.868285 | 0 |
1,278,693 | 2020-06-14 23:48:45 | 4,450,831,335,606,294 | fraud_Lesch Ltd | shopping_pos | 3.51 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | 23c5cad7a4ced1f16df5efadb84a19e6 | 1,371,253,725 | 35.155411 | -95.516978 | 0 |
1,278,694 | 2020-06-14 23:48:56 | 4,890,424,426,862,857,000 | fraud_Little Ltd | kids_pets | 87.7 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 3fb89239a2cefe808bdd9271a45a5b6c | 1,371,253,736 | 39.310591 | -120.872319 | 0 |
1,278,695 | 2020-06-14 23:49:08 | 213,161,293,389,774 | fraud_Kirlin and Sons | personal_care | 39.18 | 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 | 6e66f5bcb81a8279c8a439698ee19a91 | 1,371,253,748 | 42.493992 | -77.722433 | 0 |
1,278,696 | 2020-06-14 23:49:26 | 503,848,303,379 | fraud_Haley Group | misc_pos | 112.13 | Gregory | Wallace | M | 27203 Darrell Landing | Saint James City | FL | 33,956 | 26.529 | -82.0916 | 3,776 | Sport and exercise psychologist | 1976-09-12 | d3eae39d7dab942972ca733feed95b35 | 1,371,253,766 | 25.871542 | -82.762055 | 0 |
1,278,697 | 2020-06-14 23:49:30 | 4,562,827,002,127 | fraud_Metz-Boehm | shopping_pos | 2,098.72 | Christopher | Johnson | M | 28711 Kristine Junction Suite 309 | Greenville | OH | 45,331 | 40.0987 | -84.6342 | 22,930 | Media planner | 1971-11-26 | 11bff5c04e5f41ddcd63092637700953 | 1,371,253,770 | 39.323159 | -84.567285 | 0 |
1,278,698 | 2020-06-14 23:49:30 | 4,247,921,790,666 | fraud_Prosacco, Kreiger and Kovacek | home | 42.93 | Judith | Moss | F | 46297 Benjamin Plains Suite 703 | Washington Court House | OH | 43,160 | 39.537 | -83.455 | 22,305 | Television floor manager | 1939-03-09 | 0385a4fb1c57e1c9410b2ec8a9fe3b75 | 1,371,253,770 | 40.104138 | -84.452592 | 0 |
1,278,699 | 2020-06-14 23:49:33 | 5,104,807,169,438,134 | fraud_Weber and Sons | food_dining | 59.85 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | e790441b58467de6d5c56ba5883d206e | 1,371,253,773 | 41.028173 | -72.441321 | 0 |
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