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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5,700 | 2020-06-22 22:02:25 | 180,094,419,304,907 | fraud_Heathcote LLC | shopping_net | 614.58 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 2d35d0c0e520b6c5076e2c55a7a8e6b2 | 1,371,938,545 | 33.264704 | -117.679621 | 0 |
5,701 | 2020-06-22 22:02:29 | 180,031,190,491,743 | fraud_Bednar PLC | kids_pets | 40.44 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | c47cb1053cb3ac038cb45a59201d2cf2 | 1,371,938,549 | 30.440582 | -87.410709 | 0 |
5,702 | 2020-06-22 22:03:09 | 4,586,260,469,584 | fraud_Schiller, Blanda and Johnson | home | 24.74 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | e7c4858ca5c440206d3b8e329d525e96 | 1,371,938,589 | 40.771711 | -95.141658 | 0 |
5,703 | 2020-06-22 22:03:24 | 4,836,998,673,805,450 | fraud_Heaney-Marquardt | entertainment | 187.85 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 86d49a1ecd71cc6f7795d46348b52ed3 | 1,371,938,604 | 46.346623 | -85.626563 | 0 |
5,704 | 2020-06-22 22:03:49 | 4,745,996,322,265 | fraud_Donnelly LLC | entertainment | 20.15 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | c7f44de0ac78644ab2faecc6a73dd687 | 1,371,938,629 | 42.215039 | -87.333231 | 0 |
5,705 | 2020-06-22 22:03:49 | 4,229,733,778,084,049 | fraud_McLaughlin, Armstrong and Koepp | travel | 7.27 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | dcd589a29057910ca6e9d49908eda433 | 1,371,938,629 | 38.325651 | -86.153485 | 0 |
5,706 | 2020-06-22 22:04:04 | 3,525,590,521,269,779 | fraud_Lubowitz-Walter | kids_pets | 58.49 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | f78922924b9eb311b0ef014fa7c13db9 | 1,371,938,644 | 36.107281 | -79.754773 | 0 |
5,707 | 2020-06-22 22:04:54 | 374,656,033,243,756 | fraud_Schaefer Ltd | kids_pets | 9.51 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 546563bda6c80b3128967ba6245c80d5 | 1,371,938,694 | 39.141388 | -76.304688 | 0 |
5,708 | 2020-06-22 22:05:15 | 30,273,037,698,427 | fraud_Beer-Jast | kids_pets | 14.08 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 1d9beea02a3bbeb826c261256d589bfa | 1,371,938,715 | 35.649655 | -90.768351 | 0 |
5,709 | 2020-06-22 22:05:28 | 3,560,697,798,177,746 | fraud_Wilkinson PLC | kids_pets | 2.95 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 238e00c78fac254f2905035e4db52d0e | 1,371,938,728 | 32.917488 | -116.325873 | 0 |
5,710 | 2020-06-22 22:05:32 | 676,102,124,465 | fraud_Goyette, Howell and Collier | shopping_pos | 2.11 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 82635073aeb1c69b5c0fab111993cff2 | 1,371,938,732 | 38.120617 | -123.046955 | 0 |
5,711 | 2020-06-22 22:06:03 | 2,297,447,006,766,555 | fraud_Will Ltd | food_dining | 26.77 | Laura | Walker | F | 611 Michael Rue | Cisco | IL | 61,830 | 39.9972 | -88.6962 | 478 | Landscape architect | 1960-01-13 | fb388d1b9511d425b46db68b25a1a09a | 1,371,938,763 | 39.172453 | -87.81923 | 0 |
5,712 | 2020-06-22 22:06:37 | 30,371,006,069,917 | fraud_Reilly and Sons | health_fitness | 46.22 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | d0efe163118c551fe01f01d7e359a0dd | 1,371,938,797 | 38.665278 | -89.187891 | 0 |
5,713 | 2020-06-22 22:06:48 | 4,010,002,218,955,876 | fraud_Heathcote LLC | shopping_net | 66.45 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | 9ff93d01eb0ae56c362770d8871e43f2 | 1,371,938,808 | 29.870415 | -96.020997 | 0 |
5,714 | 2020-06-22 22:06:55 | 6,011,381,817,520,024 | fraud_Heller PLC | health_fitness | 16.19 | Kristen | Allen | F | 8619 Lisa Manors Apt. 871 | Lagrange | WY | 82,221 | 41.6423 | -104.1974 | 635 | Product/process development scientist | 1973-07-13 | e941149adf906ed443ac01fadecee211 | 1,371,938,815 | 42.354847 | -103.971537 | 0 |
5,715 | 2020-06-22 22:07:39 | 4,897,067,971,111,210,000 | fraud_Stiedemann Ltd | food_dining | 12.54 | Randy | Wood | M | 542 Howe Mission Apt. 092 | Port Richey | FL | 34,668 | 28.3011 | -82.6927 | 42,619 | Environmental education officer | 1975-10-07 | 960a3be63fff89ee1937271cd0a3d73a | 1,371,938,859 | 28.230627 | -82.163024 | 0 |
5,716 | 2020-06-22 22:08:21 | 4,400,011,257,587,662,000 | fraud_Abernathy and Sons | food_dining | 90.48 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | baa7955a5461d61e6ff5beaedf638625 | 1,371,938,901 | 42.042651 | -98.684861 | 0 |
5,717 | 2020-06-22 22:08:35 | 4,809,701,904,914 | fraud_Nicolas, Hills and McGlynn | entertainment | 71.3 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 54fd1f0f8bddedcab38304dbbfe80c35 | 1,371,938,915 | 33.069545 | -84.255495 | 0 |
5,718 | 2020-06-22 22:09:33 | 180,018,375,329,178 | fraud_Dooley Inc | shopping_pos | 1,060.92 | Michelle | Woods | F | 952 Joseph Throughway | Munith | MI | 49,259 | 42.3703 | -84.2485 | 2,523 | Geophysicist/field seismologist | 1988-03-21 | aab7812ba81e0bcabb38d313174ae320 | 1,371,938,973 | 42.341918 | -83.369734 | 0 |
5,719 | 2020-06-22 22:10:24 | 60,423,098,130 | fraud_Lowe, Dietrich and Erdman | kids_pets | 140.87 | Jason | Gray | M | 875 Amy Point | Amorita | OK | 73,719 | 36.9412 | -98.2458 | 83 | Barrister's clerk | 1958-07-28 | 2389bddd349b9d6f968532cf9532c70b | 1,371,939,024 | 36.046146 | -98.69303 | 0 |
5,720 | 2020-06-22 22:10:33 | 378,278,619,832,195 | fraud_Johnston-Casper | travel | 9.98 | Mary | Mcintyre | F | 77921 Costa Villages | Eugene | OR | 97,403 | 44.0385 | -123.0614 | 191,096 | Scientist, physiological | 1964-04-06 | cd962b27ccd8adcc546036f1fda53e3b | 1,371,939,033 | 43.909174 | -123.040114 | 0 |
5,721 | 2020-06-22 22:10:38 | 4,587,657,402,165,341,700 | fraud_Keeling-Crist | misc_pos | 32.9 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | e88ee95882a04f16502917ed15630c7c | 1,371,939,038 | 41.525973 | -88.041639 | 0 |
5,722 | 2020-06-22 22:10:39 | 3,527,536,963,490,470 | fraud_Brown Inc | kids_pets | 80.62 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 6d20c4698eb27f97f70cbdaa58e6713e | 1,371,939,039 | 32.497401 | -81.953852 | 0 |
5,723 | 2020-06-22 22:11:01 | 36,721,445,180,895 | fraud_Gottlieb Group | kids_pets | 140.23 | Cesar | Smith | M | 901 Ariel Points | Jefferson | NY | 12,093 | 42.4999 | -74.6117 | 1,666 | Diagnostic radiographer | 1968-07-01 | f7d697ba6bd399bcfc1066c7f44cc712 | 1,371,939,061 | 42.364665 | -75.104457 | 0 |
5,724 | 2020-06-22 22:11:19 | 567,868,110,212 | fraud_Torphy-Goyette | shopping_pos | 9.71 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 52c81464f0d14e036024c076089f8244 | 1,371,939,079 | 30.207856 | -94.416267 | 0 |
5,725 | 2020-06-22 22:11:47 | 3,521,417,320,836,166 | fraud_Friesen Inc | shopping_pos | 8.66 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | f70bc41b6ce9be08d700936f2b09d4af | 1,371,939,107 | 40.067688 | -85.792273 | 0 |
5,726 | 2020-06-22 22:11:54 | 374,125,201,044,065 | fraud_O'Connell-Ullrich | home | 60.06 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | 3f7e8bd1c8da6b922f45c40da00ea855 | 1,371,939,114 | 38.288655 | -77.646111 | 0 |
5,727 | 2020-06-22 22:12:04 | 2,288,813,824,604,479 | fraud_Kovacek Ltd | travel | 4.58 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | 69288813631a21e0ba73cbc882468ef9 | 1,371,939,124 | 40.572048 | -74.252161 | 0 |
5,728 | 2020-06-22 22:12:33 | 4,092,452,671,396,169,700 | fraud_Jacobi Inc | health_fitness | 66.95 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | 81ec251e39f4c1206117e235a4a539d8 | 1,371,939,153 | 34.147422 | -77.84047 | 0 |
5,729 | 2020-06-22 22:12:41 | 6,538,441,737,335,434 | fraud_Morissette-Schaefer | personal_care | 53.25 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 3d4267690af087667f12023a48499e8a | 1,371,939,161 | 41.278907 | -80.026189 | 0 |
5,730 | 2020-06-22 22:12:55 | 3,583,793,405,872,580 | fraud_Kilback and Sons | entertainment | 40.9 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 10beba9b547b41d637f87c1a3e75b38d | 1,371,939,175 | 34.463789 | -97.991871 | 0 |
5,731 | 2020-06-22 22:13:08 | 4,797,297,220,948,469,000 | fraud_Thiel PLC | misc_pos | 6.07 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 1a365473036b35188d57b25937ccedc3 | 1,371,939,188 | 38.175069 | -87.130229 | 0 |
5,732 | 2020-06-22 22:13:31 | 3,540,075,240,003,197 | fraud_Turcotte, Batz and Buckridge | health_fitness | 161.85 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | b3ef2a2df5fb307aaa8eea7b26271a70 | 1,371,939,211 | 43.604955 | -94.312124 | 0 |
5,733 | 2020-06-22 22:13:58 | 30,135,235,368,675 | fraud_Erdman-Durgan | health_fitness | 113.95 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | 48310c13c89cd119f3372fe60cd1530a | 1,371,939,238 | 39.854447 | -94.627736 | 0 |
5,734 | 2020-06-22 22:14:13 | 36,913,587,729,122 | fraud_Cormier LLC | shopping_net | 53.33 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 7ad79193ccd55e8f37ed9999d57bf716 | 1,371,939,253 | 44.120313 | -117.216151 | 0 |
5,735 | 2020-06-22 22:14:21 | 377,234,009,633,447 | fraud_Kling, Howe and Schneider | home | 5.47 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | ae79b552b6e73cdecad9c0699f857bee | 1,371,939,261 | 39.550354 | -77.78366 | 0 |
5,736 | 2020-06-22 22:14:33 | 4,400,011,257,587,662,000 | fraud_Kerluke-Abshire | shopping_net | 1.09 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 2d0eadb567e0cbbbf018d186226a375b | 1,371,939,273 | 40.723656 | -99.782456 | 0 |
5,737 | 2020-06-22 22:15:15 | 30,234,966,027,947 | fraud_Hettinger, McCullough and Fay | home | 124.39 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | d665b08102f0c92aa8cac9bcfd4da47f | 1,371,939,315 | 44.569651 | -88.624183 | 0 |
5,738 | 2020-06-22 22:15:28 | 4,169,759,661,243,568 | fraud_Reichert, Huels and Hoppe | shopping_net | 3.84 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 73e245857ca5fe53f1170b42f2bd0a51 | 1,371,939,328 | 39.789526 | -75.737251 | 0 |
5,739 | 2020-06-22 22:15:54 | 3,500,969,075,198,072 | fraud_Okuneva, Schneider and Rau | shopping_pos | 126.02 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 3f6b039b0479497cdb281a361a1e5d49 | 1,371,939,354 | 48.124012 | -116.403685 | 0 |
5,740 | 2020-06-22 22:16:30 | 36,192,615,525,683 | fraud_Effertz, Welch and Schowalter | entertainment | 34.69 | Susan | Garcia | F | 582 Rodriguez Wells | Albuquerque | NM | 87,109 | 35.1506 | -106.569 | 641,349 | Civil Service administrator | 1976-04-11 | 118000a2bc5a1ff125a34dab33927b31 | 1,371,939,390 | 35.232681 | -106.148072 | 0 |
5,741 | 2020-06-22 22:16:38 | 341,283,058,448,499 | fraud_Roob-Okuneva | health_fitness | 63.23 | Mario | Johns | M | 62130 Miller Square Suite 785 | Brinson | GA | 39,825 | 30.9788 | -84.7373 | 1,461 | Engineer, broadcasting (operations) | 1935-09-08 | a6aa98abac92eabe41d80075b4867120 | 1,371,939,398 | 30.421115 | -85.224899 | 0 |
5,742 | 2020-06-22 22:16:51 | 4,063,094,974,360,571,400 | fraud_Schulist Ltd | food_dining | 10.69 | Patricia | Mendoza | F | 1683 Davidson Freeway | Mendon | UT | 84,325 | 41.71 | -111.9817 | 2,078 | Scientist, audiological | 1963-06-13 | f89aab87563a90a09c7272c093b432da | 1,371,939,411 | 41.266064 | -111.802108 | 0 |
5,743 | 2020-06-22 22:17:19 | 4,179,719,215,697,782 | fraud_Kuphal-Bartoletti | misc_net | 2.38 | Belinda | Jimenez | F | 6807 Jacob Skyway Apt. 331 | Rockwell | IA | 50,469 | 43.0032 | -93.2167 | 1,574 | Scientist, audiological | 1982-12-27 | 2f149d7583d7dd41c807b983a8f3ec06 | 1,371,939,439 | 42.449914 | -92.767093 | 0 |
5,744 | 2020-06-22 22:17:31 | 4,862,293,128,558 | fraud_Schmeler-Howe | personal_care | 59.81 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | 6332ab327c19c026f6baf19022ba4076 | 1,371,939,451 | 41.987341 | -78.703507 | 0 |
5,745 | 2020-06-22 22:17:45 | 3,560,797,065,840,735 | fraud_Dooley Inc | shopping_pos | 6.82 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | cd067a0a2105d74980eb9609df44fca1 | 1,371,939,465 | 47.056628 | -102.057838 | 0 |
5,746 | 2020-06-22 22:17:56 | 372,509,258,176,510 | fraud_Langworth LLC | personal_care | 76.06 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 7ed51bcf30f3e85e01be8882520efd92 | 1,371,939,476 | 43.160889 | -84.277042 | 0 |
5,747 | 2020-06-22 22:18:01 | 3,568,736,585,751,727 | fraud_Hintz, Bauch and Smith | health_fitness | 73.98 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | 7c16ecaf47df3f170602cc78cf59a1b6 | 1,371,939,481 | 41.219081 | -92.693724 | 0 |
5,748 | 2020-06-22 22:18:29 | 5,152,054,598,359,927 | fraud_Ernser-Feest | home | 44.21 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 9f97f9831f14a6b3eff9835e0e1d05e2 | 1,371,939,509 | 29.471303 | -90.219478 | 0 |
5,749 | 2020-06-22 22:18:32 | 4,364,010,865,167,176 | fraud_Stiedemann Ltd | food_dining | 2.07 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 719045abdd3e94ca8994ac5a532dc2a2 | 1,371,939,512 | 39.156065 | -120.250756 | 0 |
5,750 | 2020-06-22 22:18:34 | 3,568,736,585,751,727 | fraud_McKenzie-Huels | food_dining | 61.98 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | 79524d07bedab53109a1dc0caf65db13 | 1,371,939,514 | 41.057534 | -92.986431 | 0 |
5,751 | 2020-06-22 22:18:40 | 630,424,987,505 | fraud_Parker, Nolan and Trantow | entertainment | 10.36 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 1d444192c6f8343fea06540df84a697e | 1,371,939,520 | 39.937526 | -79.535486 | 0 |
5,752 | 2020-06-22 22:18:51 | 3,518,669,219,150,142 | fraud_Hagenes, Hermann and Stroman | travel | 5.57 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | c34aba560bc1429cc9316f4da532257b | 1,371,939,531 | 39.023842 | -83.413116 | 0 |
5,753 | 2020-06-22 22:18:53 | 3,518,234,918,950,662 | fraud_Renner Ltd | home | 23.31 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | b3cbf38961468f3ed89571dc1d06b7b1 | 1,371,939,533 | 33.44612 | -96.856243 | 0 |
5,754 | 2020-06-22 22:19:26 | 377,234,009,633,447 | fraud_Lowe, Dietrich and Erdman | kids_pets | 96.54 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | ee3fcf98fa6780bdcd3f9166801cfc86 | 1,371,939,566 | 39.741189 | -77.235855 | 0 |
5,755 | 2020-06-22 22:19:30 | 213,191,402,330,021 | fraud_Bahringer, Bergnaum and Quitzon | home | 13.78 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | 809fb27f442c04e4155eb304fd3e2f1e | 1,371,939,570 | 42.126515 | -88.309363 | 0 |
5,756 | 2020-06-22 22:19:59 | 213,157,767,990,030 | fraud_Cole, Hills and Jewess | home | 98.85 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 763ec5a8f8cb1a06ec0a9eb6e81f29e4 | 1,371,939,599 | 41.764357 | -108.880619 | 0 |
5,757 | 2020-06-22 22:20:13 | 3,524,574,586,339,330 | fraud_Shanahan-Lehner | personal_care | 21.92 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | a965da9bc7daef7f526ce640d5c090ae | 1,371,939,613 | 27.339943 | -81.199244 | 1 |
5,758 | 2020-06-22 22:20:53 | 676,248,282,243 | fraud_Schoen, Nienow and Bauch | personal_care | 38.4 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | 175c54b230354413505b493536c014b3 | 1,371,939,653 | 25.718819 | -81.843634 | 0 |
5,759 | 2020-06-22 22:21:16 | 30,270,432,095,985 | fraud_Christiansen-Gusikowski | misc_pos | 14.54 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 78007e66a39b411b6b86829b549559c6 | 1,371,939,676 | 41.578057 | -90.354228 | 0 |
5,760 | 2020-06-22 22:21:54 | 36,722,699,017,270 | fraud_Wuckert, Wintheiser and Friesen | home | 46.9 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | f8a8e16ad3e653a2e25bc0c081f2ae64 | 1,371,939,714 | 33.178866 | -112.028902 | 0 |
5,761 | 2020-06-22 22:22:04 | 30,030,380,240,193 | fraud_Effertz, Welch and Schowalter | entertainment | 81.4 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | a1e1932008826332ec9d2fcbb8991767 | 1,371,939,724 | 30.086779 | -99.665495 | 0 |
5,762 | 2020-06-22 22:22:13 | 341,542,810,616,333 | fraud_Crist, Jakubowski and Littel | home | 22.78 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | 0498b2c67ec8012a923575123f5ad1b5 | 1,371,939,733 | 40.024663 | -93.574236 | 0 |
5,763 | 2020-06-22 22:22:19 | 4,464,457,352,619 | fraud_Hyatt, Russel and Gleichner | health_fitness | 2.97 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 103478515199163dc7dbf88814757190 | 1,371,939,739 | 29.380978 | -84.800006 | 0 |
5,764 | 2020-06-22 22:22:34 | 213,112,402,583,773 | fraud_Kautzer and Sons | personal_care | 54.46 | 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 | 6299aa250a8886d891a07ba2f97fed3f | 1,371,939,754 | 34.009368 | -81.418475 | 0 |
5,765 | 2020-06-22 22:22:47 | 639,046,421,587 | fraud_Kassulke Inc | entertainment | 63.37 | Dylan | Bonilla | M | 2497 John Motorway Suite 922 | Leetsdale | PA | 15,056 | 40.5662 | -80.2099 | 1,140 | Administrator, education | 1986-06-20 | 2d8ea3b121a5ef3d993ceb94c93b3d7f | 1,371,939,767 | 40.750482 | -79.533394 | 0 |
5,766 | 2020-06-22 22:22:57 | 30,238,755,902,988 | fraud_Effertz, Welch and Schowalter | entertainment | 26.61 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 5a2137677ac7dc2ee68ca8a10b63ce42 | 1,371,939,777 | 30.992172 | -96.891302 | 0 |
5,767 | 2020-06-22 22:23:13 | 4,997,733,566,924,489 | fraud_Upton PLC | entertainment | 149.61 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 8613e940306cda5225f080059d26a853 | 1,371,939,793 | 44.227371 | -93.244712 | 0 |
5,768 | 2020-06-22 22:23:24 | 4,708,992,452,821,239 | fraud_Schoen-Quigley | kids_pets | 32.19 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 63d9262fbd33c39bf5a46ced4a624d9e | 1,371,939,804 | 35.157774 | -91.287857 | 0 |
5,769 | 2020-06-22 22:23:29 | 36,913,587,729,122 | fraud_Hermiston, Russel and Price | food_dining | 9.53 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 2489b1fe6a4bc7f60e2dbdb6363bb161 | 1,371,939,809 | 43.237247 | -116.832316 | 0 |
5,770 | 2020-06-22 22:23:43 | 3,547,560,454,237,873 | fraud_White and Sons | home | 84.67 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | 390acf3ef8cc6f6e256a4354dfe458ee | 1,371,939,823 | 43.600328 | -86.590576 | 0 |
5,771 | 2020-06-22 22:23:50 | 3,540,017,235,499,519 | fraud_Beier LLC | entertainment | 88.54 | Lawrence | Frost | M | 82448 Tucker Cliff | Kittery Point | ME | 3,905 | 43.0976 | -70.7121 | 1,780 | Broadcast engineer | 1983-01-21 | e94961f8a3bd408c0531d2967c012cb9 | 1,371,939,830 | 43.994695 | -71.000784 | 0 |
5,772 | 2020-06-22 22:23:56 | 4,873,783,502,705,038 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 1.07 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 8a4ab39c5297121902a75cca154ccc60 | 1,371,939,836 | 49.42179 | -122.353509 | 0 |
5,773 | 2020-06-22 22:24:11 | 375,974,680,629,816 | fraud_Dickinson Ltd | misc_pos | 4.81 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 2445d3936386fac8ee3eac39d2f06b1e | 1,371,939,851 | 40.882374 | -72.097849 | 0 |
5,774 | 2020-06-22 22:24:12 | 372,382,441,451,095 | fraud_Auer LLC | personal_care | 21.86 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | cabacaab6325145520478ad5ac0d1e64 | 1,371,939,852 | 41.999264 | -73.170081 | 0 |
5,775 | 2020-06-22 22:24:26 | 345,933,964,507,467 | fraud_Kling-Ernser | entertainment | 56.14 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | d059e22038ffaa7fb777a2ceb93d687a | 1,371,939,866 | 37.462801 | -74.38036 | 0 |
5,776 | 2020-06-22 22:24:28 | 2,720,012,583,106,919 | fraud_Kutch-Ferry | home | 74.84 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | dcd99662abcfab8ec1417e28e93b388c | 1,371,939,868 | 44.218315 | -102.265946 | 0 |
5,777 | 2020-06-22 22:24:30 | 3,565,414,434,959,494 | fraud_Jakubowski Group | food_dining | 57.41 | Ryan | Arnold | M | 2056 Michael Wells Apt. 348 | Prairie Creek | IN | 47,869 | 39.4336 | -87.4101 | 137 | Materials engineer | 1967-03-12 | 9b79bdf34ce13f70ce87e6f1aed94a7d | 1,371,939,870 | 40.29488 | -87.770143 | 0 |
5,778 | 2020-06-22 22:24:55 | 4,671,727,014,157,745 | fraud_Hackett Group | travel | 7.37 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | 8d90e8f6b2c937be96bb6691cecc6435 | 1,371,939,895 | 41.689918 | -85.455091 | 0 |
5,779 | 2020-06-22 22:24:57 | 581,686,439,828 | fraud_Monahan-Morar | personal_care | 18.17 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | ead967c78261cf9336712a213d46122f | 1,371,939,897 | 41.150866 | -79.628098 | 0 |
5,780 | 2020-06-22 22:25:06 | 213,191,402,330,021 | fraud_Fisher Inc | shopping_net | 1.55 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | fcbc34d704ffa81f8d047b27917a03a9 | 1,371,939,906 | 42.587994 | -87.713387 | 0 |
5,781 | 2020-06-22 22:25:35 | 6,592,074,504,369,261 | fraud_Lemke-Gutmann | shopping_net | 89.96 | Amanda | Molina | F | 8425 Daniel Knolls Suite 288 | Philadelphia | PA | 19,154 | 40.0897 | -74.9781 | 1,526,206 | Commercial horticulturist | 1972-05-23 | 4a1bb725c0a9a6eb06d0e19253a05891 | 1,371,939,935 | 39.52683 | -75.755931 | 0 |
5,782 | 2020-06-22 22:25:52 | 4,063,094,974,360,571,400 | fraud_Dare-Gibson | health_fitness | 188.71 | Patricia | Mendoza | F | 1683 Davidson Freeway | Mendon | UT | 84,325 | 41.71 | -111.9817 | 2,078 | Scientist, audiological | 1963-06-13 | 54e483735a92b08f71523cc70bd5ef22 | 1,371,939,952 | 42.323316 | -111.785404 | 0 |
5,783 | 2020-06-22 22:25:53 | 30,501,624,614,310 | fraud_Brown Inc | kids_pets | 270.78 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 01dd905a02cb6b56032d89e60351bd0c | 1,371,939,953 | 31.908319 | -82.06137 | 0 |
5,784 | 2020-06-22 22:26:13 | 501,802,953,619 | fraud_Streich Ltd | home | 54.12 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | f613ba947bf7e98edfe034a2f591e25e | 1,371,939,973 | 42.331586 | -122.269725 | 0 |
5,785 | 2020-06-22 22:26:19 | 580,954,173,374 | fraud_Labadie LLC | personal_care | 29.29 | Jessica | Benitez | F | 31281 Thomas Inlet | Montrose | NY | 10,548 | 41.2496 | -73.9446 | 3,487 | Race relations officer | 1960-01-13 | d4c2ea43439dadc873520117a051026e | 1,371,939,979 | 42.17627 | -74.659617 | 0 |
5,786 | 2020-06-22 22:26:40 | 3,563,837,241,599,446 | fraud_Langworth LLC | personal_care | 12.87 | Timothy | Simmons | M | 1049 John Ports Suite 057 | Newberg | OR | 97,132 | 45.3099 | -122.9685 | 28,278 | Research scientist (physical sciences) | 1977-07-17 | e47c6778da43b923633084f707411f26 | 1,371,940,000 | 45.376769 | -122.880836 | 0 |
5,787 | 2020-06-22 22:26:55 | 4,452,366,298,769,043 | fraud_Sporer-Keebler | personal_care | 9.56 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | 4a957b5385983a7167b053c1f5d57773 | 1,371,940,015 | 32.574642 | -96.252165 | 0 |
5,788 | 2020-06-22 22:26:58 | 371,009,169,330,125 | fraud_Herman, Treutel and Dickens | misc_net | 13.49 | Randall | Burgess | M | 393 Carroll Route Suite 197 | Norman Park | GA | 31,771 | 31.2462 | -83.6549 | 5,666 | Rural practice surveyor | 2003-09-14 | 5991f2ed4e5069e035088dde436b0076 | 1,371,940,018 | 31.220855 | -84.547345 | 0 |
5,789 | 2020-06-22 22:27:02 | 4,509,142,395,811,241 | fraud_Fahey Inc | kids_pets | 25.07 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 37c238e8ed72a7a4c9ba31743ac42238 | 1,371,940,022 | 31.978944 | -81.298977 | 0 |
5,790 | 2020-06-22 22:27:05 | 345,933,964,507,467 | fraud_Waelchi-Wolf | kids_pets | 12.41 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 6a6de6d2eb8ef6d16a405408f74f71c7 | 1,371,940,025 | 37.662314 | -74.879465 | 0 |
5,791 | 2020-06-22 22:27:10 | 3,576,431,665,303,017 | fraud_Bernhard-Lesch | food_dining | 137.01 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 0059f2b06d19ca13afca5eaaddfc1fbe | 1,371,940,030 | 32.92309 | -112.65576 | 0 |
5,792 | 2020-06-22 22:27:11 | 4,939,976,756,738,216 | fraud_Douglas-White | entertainment | 93.95 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 9935a305e7f3690f803fa8193b0eade4 | 1,371,940,031 | 26.927419 | -99.109672 | 0 |
5,793 | 2020-06-22 22:27:19 | 2,254,917,871,818,484 | fraud_Collier LLC | home | 8.71 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 2b0fe23279210de425457810f099c2e4 | 1,371,940,039 | 38.760122 | -76.499863 | 0 |
5,794 | 2020-06-22 22:27:25 | 2,454,076,758,463,217 | fraud_Kilback LLC | food_dining | 60 | Robert | Andrade | M | 27720 Martin Hills | Remer | MN | 56,672 | 47.0874 | -93.9196 | 2,097 | Insurance risk surveyor | 1987-10-27 | b4a9a616b287c69239d3bd5886b23809 | 1,371,940,045 | 46.380657 | -94.55366 | 0 |
5,795 | 2020-06-22 22:27:45 | 676,309,913,934 | fraud_Boehm, Block and Jakubowski | misc_pos | 4.9 | Robert | Martinez | M | 3683 Parrish Circles | Pueblo | CO | 81,005 | 38.2352 | -104.66 | 151,815 | Further education lecturer | 1988-01-04 | 870f7f2d64b086951fd1a8aea25cfb45 | 1,371,940,065 | 37.601844 | -104.411281 | 0 |
5,796 | 2020-06-22 22:27:57 | 6,501,313,409,525,696 | fraud_Reichel LLC | personal_care | 164.85 | Carrie | Lewis | F | 28925 Powell Mountains Apt. 762 | Pecos | TX | 79,772 | 31.4467 | -103.5791 | 12,747 | Merchandiser, retail | 1987-05-05 | 5bbbe6ab25b7efe83278c4eab60a2dc6 | 1,371,940,077 | 30.779741 | -103.607129 | 0 |
5,797 | 2020-06-22 22:28:20 | 2,235,613,922,823,698 | fraud_Berge, Kautzer and Harris | personal_care | 27.97 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 516905417190fb9d5d4e6f9a1ef5f815 | 1,371,940,100 | 42.499507 | -104.32836 | 0 |
5,798 | 2020-06-22 22:28:49 | 180,084,576,295,055 | fraud_Konopelski, Schneider and Hartmann | food_dining | 8.36 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | dbba465fda6d555713184256bed68afe | 1,371,940,129 | 29.531661 | -97.079729 | 0 |
5,799 | 2020-06-22 22:29:14 | 3,543,299,015,720,986 | fraud_Champlin-Casper | home | 26.43 | Angela | White | F | 137 Adam Dale | Lebanon | VA | 24,266 | 36.8809 | -82.0956 | 9,521 | Teacher, English as a foreign language | 1977-10-19 | e5fb34ffe4a50fe0e3c972a9e8a8e150 | 1,371,940,154 | 36.305848 | -82.295592 | 0 |
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