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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4,600 | 2020-06-22 16:46:12 | 30,273,037,698,427 | fraud_Kirlin and Sons | personal_care | 37.5 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 82a99b4446602eaf856fd5b7ce257f30 | 1,371,919,572 | 35.16467 | -91.827863 | 0 |
4,601 | 2020-06-22 16:46:21 | 676,195,318,214 | fraud_Hills-Witting | shopping_net | 7.46 | Brandy | Quinn | F | 9734 Beard Fields Suite 885 | Altair | TX | 77,412 | 29.6047 | -96.5249 | 106 | Editor, film/video | 1983-07-24 | 26172577eacddfff4553e718d9ae49d3 | 1,371,919,581 | 30.08204 | -97.149738 | 0 |
4,602 | 2020-06-22 16:46:25 | 4,981,132,848,794 | fraud_Welch, Rath and Koepp | entertainment | 17.81 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 9247d72c6ea1f889fa53c6139e4fb990 | 1,371,919,585 | 40.863951 | -80.825986 | 0 |
4,603 | 2020-06-22 16:46:35 | 6,011,231,546,538,393 | fraud_Romaguera Ltd | health_fitness | 56.05 | Johnny | Bennett | M | 321 Camacho Causeway | Boonton | NJ | 7,005 | 40.9115 | -74.414 | 15,269 | Psychologist, sport and exercise | 1993-07-05 | 1fdad0d0749fbc8064c5720f441de532 | 1,371,919,595 | 41.404717 | -73.59462 | 0 |
4,604 | 2020-06-22 16:47:16 | 4,806,443,445,305 | fraud_Pacocha-O'Reilly | grocery_pos | 76.4 | Eric | Patel | M | 69459 Rachel Prairie Apt. 850 | Ironton | OH | 45,638 | 38.5294 | -82.6654 | 21,635 | Geochemist | 2001-07-10 | 741f1ecfe01a07892ed3d5d221bb7254 | 1,371,919,636 | 39.43449 | -82.674124 | 0 |
4,605 | 2020-06-22 16:47:33 | 676,292,294,938 | fraud_Kling, Howe and Schneider | home | 23.13 | Lisa | Fitzpatrick | F | 58761 Brewer Rapids | Skytop | PA | 18,357 | 41.2336 | -75.2389 | 104 | Financial trader | 1927-08-25 | 5d53b5524c9370440355b2990a9ae401 | 1,371,919,653 | 41.681155 | -74.581516 | 0 |
4,606 | 2020-06-22 16:47:56 | 3,550,554,389,581,384 | fraud_Shields-Wunsch | health_fitness | 74.5 | Ryan | Foster | M | 03921 Cole Mission Suite 882 | Hampton | FL | 32,044 | 29.8575 | -82.1483 | 2,060 | Oncologist | 1983-11-10 | 49c3b636626fd1a34b8671983f64b5c6 | 1,371,919,676 | 30.348702 | -82.795142 | 0 |
4,607 | 2020-06-22 16:49:10 | 4,384,910,379,661,778 | fraud_Gutmann, McLaughlin and Wiza | home | 13.83 | Michelle | Russell | F | 55505 Christy Via | Hawley | MN | 56,549 | 46.9777 | -96.4092 | 4,508 | Naval architect | 1949-04-24 | f854bf50f7c211b961d5a1f8d319f56f | 1,371,919,750 | 46.329617 | -96.605007 | 0 |
4,608 | 2020-06-22 16:49:14 | 3,523,843,138,706,408 | fraud_Jewess LLC | shopping_pos | 4.93 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | bb9b7eb4121d1509511d97cea61d5e25 | 1,371,919,754 | 32.588046 | -87.026843 | 0 |
4,609 | 2020-06-22 16:49:27 | 4,708,992,452,821,239 | fraud_Terry Ltd | home | 42.86 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 36dd20efdb635665d380a511fc28c81a | 1,371,919,767 | 36.483501 | -91.828252 | 0 |
4,610 | 2020-06-22 16:50:02 | 30,248,898,834,493 | fraud_Kuphal-Toy | food_dining | 7.51 | Michael | Rodriguez | M | 172 Paula Inlet Apt. 650 | Cross Plains | TX | 76,443 | 32.1482 | -99.1872 | 1,897 | Chief Operating Officer | 1953-04-19 | 0ba19320162845e109c698ade73181cc | 1,371,919,802 | 32.532258 | -98.701948 | 0 |
4,611 | 2020-06-22 16:50:08 | 4,069,975,342,931,683 | fraud_Streich, Rolfson and Wilderman | kids_pets | 26.66 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | 5437a317026fe891cd32bca80c96204c | 1,371,919,808 | 38.489152 | -82.168667 | 0 |
4,612 | 2020-06-22 16:50:27 | 4,178,097,073,221,156 | fraud_Mayert Group | shopping_pos | 14.61 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | b93fdfab6bb6e970fd50f8d042b874fd | 1,371,919,827 | 41.087248 | -87.421178 | 0 |
4,613 | 2020-06-22 16:50:31 | 30,407,675,418,785 | fraud_Watsica, Haag and Considine | shopping_pos | 3.58 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | e761722dd0f6594dc115eca10027d58d | 1,371,919,831 | 41.96837 | -75.8046 | 0 |
4,614 | 2020-06-22 16:50:33 | 6,011,860,238,257,910 | fraud_Gerhold LLC | home | 56.85 | Lisa | Mendez | F | 44259 Beth Station Suite 215 | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Programme researcher, broadcasting/film/video | 1952-07-06 | b187efa01df7cb950dc7437331704272 | 1,371,919,833 | 36.063374 | -98.200293 | 0 |
4,615 | 2020-06-22 16:50:54 | 4,956,828,990,005,111,000 | fraud_Stamm-Rodriguez | misc_pos | 1.52 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 7db58ddcd1b4b27fa5aa56cc7f86197c | 1,371,919,854 | 41.486812 | -74.632225 | 0 |
4,616 | 2020-06-22 16:51:19 | 180,072,527,505,094 | fraud_Gottlieb-Hansen | personal_care | 20.19 | Cody | Miller | M | 25748 John Wells | Mooresville | NC | 28,117 | 35.584 | -80.8685 | 69,793 | Control and instrumentation engineer | 1953-12-08 | 8ae6d814235684ccd8068589da0c4be7 | 1,371,919,879 | 36.492644 | -81.716569 | 0 |
4,617 | 2020-06-22 16:51:22 | 4,003,989,662,068,504 | fraud_Lynch-Wisozk | home | 76.69 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 963a5f52c42a652300b426bc0fe6bad6 | 1,371,919,882 | 33.920921 | -86.528202 | 0 |
4,618 | 2020-06-22 16:51:26 | 675,945,690,716 | fraud_Hudson-Grady | shopping_pos | 2.31 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | 41e8b44415dd95023462e212be190693 | 1,371,919,886 | 40.044477 | -80.911838 | 0 |
4,619 | 2020-06-22 16:51:43 | 4,536,996,888,716,062,000 | fraud_Wilkinson PLC | kids_pets | 105.98 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | 1c5b1ded27b8c7571e34c3892e74a7fd | 1,371,919,903 | 35.427854 | -106.047715 | 0 |
4,620 | 2020-06-22 16:51:45 | 3,529,597,810,116,815 | fraud_Auer LLC | personal_care | 17.18 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | 453c9e42d97bb0bdcfc2390669b7b66f | 1,371,919,905 | 40.430663 | -77.593511 | 0 |
4,621 | 2020-06-22 16:51:58 | 213,178,765,398,315 | fraud_Skiles LLC | home | 75.9 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | f209495f07b3968b59cc131ea926945f | 1,371,919,918 | 42.588636 | -107.756411 | 0 |
4,622 | 2020-06-22 16:52:06 | 38,947,654,498,698 | fraud_Pacocha-Bauch | shopping_pos | 1.79 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | ddff1fdac672703108ced10aa1fa47bc | 1,371,919,926 | 39.40402 | -82.690521 | 0 |
4,623 | 2020-06-22 16:52:29 | 6,011,504,998,544,485 | fraud_Pollich LLC | home | 47.71 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 6704470a0608f202bb25d4246631ffe0 | 1,371,919,949 | 31.692514 | -87.307644 | 0 |
4,624 | 2020-06-22 16:52:40 | 3,541,160,328,600,277 | fraud_Koss, McLaughlin and Mayer | food_dining | 91.15 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | c0de4905c350e542f78128d760711de5 | 1,371,919,960 | 39.251486 | -90.632555 | 0 |
4,625 | 2020-06-22 16:52:52 | 371,226,440,126,102 | fraud_Lehner, Reichert and Mills | misc_pos | 1.61 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 34f5804af72ba45b1a50c0e7eab4ccc4 | 1,371,919,972 | 39.403388 | -88.452932 | 0 |
4,626 | 2020-06-22 16:52:53 | 375,237,305,371,366 | fraud_Abbott-Steuber | personal_care | 10.29 | David | Erickson | M | 616 Jimenez Meadow Apt. 701 | East Rochester | NY | 14,445 | 43.1128 | -77.4906 | 8,019 | Retail buyer | 1928-06-26 | 14cee075fec0007b2ef1817f8612cc06 | 1,371,919,973 | 42.210559 | -77.699198 | 0 |
4,627 | 2020-06-22 16:53:05 | 3,565,996,340,207,976 | fraud_Dare, Casper and Bartoletti | kids_pets | 52.39 | Warren | Daniels | M | 23656 Harris Gardens Suite 698 | El Paso | TX | 79,906 | 31.8092 | -106.4247 | 749,635 | Market researcher | 1973-01-21 | 901782a30d4ef6ecebcaf0dc0e1eaac0 | 1,371,919,985 | 32.516262 | -106.801932 | 0 |
4,628 | 2020-06-22 16:53:25 | 3,596,357,274,378,601 | fraud_Turcotte-Halvorson | misc_pos | 2.86 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | fcc20ef4dbbd96bd5a1b8d6d493964b8 | 1,371,920,005 | 41.739399 | -78.808358 | 0 |
4,629 | 2020-06-22 16:54:08 | 30,082,025,922,891 | fraud_Ernser-Lynch | food_dining | 151.82 | Kathleen | Thompson | F | 199 Patterson Fords Apt. 132 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Pilot, airline | 1934-06-23 | ae5ace06e916a1ba07356d21fcc8e992 | 1,371,920,048 | 25.298605 | -82.494503 | 0 |
4,630 | 2020-06-22 16:54:11 | 30,551,643,947,183 | fraud_Ritchie, Bradtke and Stiedemann | travel | 6.76 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 89d26bbecb35668f6eba703e3292a54b | 1,371,920,051 | 34.595696 | -81.788595 | 0 |
4,631 | 2020-06-22 16:54:27 | 3,554,849,923,339,851 | fraud_Kautzer and Sons | personal_care | 33.38 | John | Hudson | M | 886 Nicole Key | Stillwater | OK | 74,074 | 36.1043 | -97.0609 | 55,345 | Cabin crew | 1948-05-01 | 74af19d8080f862f74dd12aa3d73b4cd | 1,371,920,067 | 36.465963 | -96.120209 | 0 |
4,632 | 2020-06-22 16:54:28 | 4,681,699,462,969 | fraud_Berge, Kautzer and Harris | personal_care | 204.24 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | aaa234fa8c0e208d3c53f1bc31f11e9c | 1,371,920,068 | 36.154737 | -86.006697 | 0 |
4,633 | 2020-06-22 16:54:35 | 346,243,940,647,414 | fraud_Waelchi-Wolf | kids_pets | 60.15 | Sean | Miller | M | 6340 Jeffrey Dale | Thornville | OH | 43,076 | 39.8974 | -82.4071 | 9,051 | Audiological scientist | 1983-01-08 | a977a222573ba64ca59b149417c68b2b | 1,371,920,075 | 39.666671 | -81.654492 | 0 |
4,634 | 2020-06-22 16:54:44 | 213,112,402,583,773 | fraud_Lubowitz-Walter | kids_pets | 43.22 | 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 | 97a5c3ad3a220deb32ebd696d1532016 | 1,371,920,084 | 33.947067 | -81.960936 | 0 |
4,635 | 2020-06-22 16:54:51 | 343,746,486,082,492 | fraud_Dibbert and Sons | entertainment | 15.56 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | e57204047e639ee23efbef6f92d34526 | 1,371,920,091 | 44.79554 | -85.991439 | 0 |
4,636 | 2020-06-22 16:55:01 | 3,543,299,015,720,986 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 3.17 | 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 | 6ad4a686b048a9e8823fe17dfba14023 | 1,371,920,101 | 36.738108 | -82.464624 | 0 |
4,637 | 2020-06-22 16:55:08 | 2,720,433,095,629,877 | fraud_Breitenberg LLC | travel | 2.85 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | ebd1cd34b89fa2976e455705cfe7c41c | 1,371,920,108 | 43.192064 | -69.522984 | 0 |
4,638 | 2020-06-22 16:55:34 | 180,048,185,037,117 | fraud_Waelchi-Wolf | kids_pets | 62.25 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | 9d9d0988767015a20127b021f967c4bb | 1,371,920,134 | 41.602499 | -73.730697 | 0 |
4,639 | 2020-06-22 16:55:34 | 213,153,151,785,052 | fraud_Skiles LLC | home | 12.4 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 0514d4f1efceb38c81bec1f01f4c190e | 1,371,920,134 | 45.356293 | -89.035623 | 0 |
4,640 | 2020-06-22 16:56:32 | 4,809,701,904,914 | fraud_Bins-Tillman | entertainment | 170.7 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 3e939c7c0f09b6e3d32464bbaa9be564 | 1,371,920,192 | 31.533959 | -84.625993 | 0 |
4,641 | 2020-06-22 16:56:50 | 3,527,536,963,490,470 | fraud_Erdman-Schaden | personal_care | 8.01 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 43c91fecb11913c47ab0cad7412327d7 | 1,371,920,210 | 32.357821 | -81.53158 | 0 |
4,642 | 2020-06-22 16:57:02 | 3,560,725,013,359,375 | fraud_Ernser-Feest | home | 147.14 | Brooke | Smith | F | 63542 Luna Brook Apt. 012 | Notrees | TX | 79,759 | 31.8599 | -102.7413 | 23 | Cytogeneticist | 1969-09-15 | 3dd659914ca7631ae1d5f7b923961d6a | 1,371,920,222 | 31.019741 | -102.590913 | 0 |
4,643 | 2020-06-22 16:57:15 | 3,513,618,443,244,549 | fraud_Kilback Group | food_dining | 21.62 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | 6c43e2769f981b429a95cc727a0ffd49 | 1,371,920,235 | 44.542284 | -97.158494 | 0 |
4,644 | 2020-06-22 16:58:11 | 376,656,886,990,758 | fraud_Dietrich-Fadel | health_fitness | 56.38 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | 394b4074f4ad8e5be7fe373dfdfed9a0 | 1,371,920,291 | 30.270179 | -93.827805 | 0 |
4,645 | 2020-06-22 16:58:13 | 4,149,635,823,017 | fraud_Roberts-Beahan | misc_pos | 113.4 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 8cd94a30cb95e4288d55a544da16013c | 1,371,920,293 | 34.712499 | -85.815088 | 0 |
4,646 | 2020-06-22 16:58:26 | 30,143,713,661,454 | fraud_Fadel-Hilpert | health_fitness | 69.8 | Nicholas | Thornton | M | 5270 Megan Burg Suite 756 | Halma | MN | 56,729 | 48.6669 | -96.5969 | 140 | Embryologist, clinical | 1942-01-06 | b14e21577808695f40d21f38d1160604 | 1,371,920,306 | 49.119269 | -96.908574 | 0 |
4,647 | 2020-06-22 16:58:27 | 4,900,628,639,996 | fraud_Rau-Robel | kids_pets | 86.65 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | a182cc1fae31bc22633de4faab8c936c | 1,371,920,307 | 33.324065 | -117.64362 | 0 |
4,648 | 2020-06-22 16:58:32 | 567,868,110,212 | fraud_Waters-Cruickshank | health_fitness | 95.08 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | e4aac5e2b9b1042f469098da30a429f7 | 1,371,920,312 | 28.872906 | -96.313917 | 0 |
4,649 | 2020-06-22 16:58:33 | 372,520,049,757,633 | fraud_Waters-Cruickshank | health_fitness | 33.44 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | a2d50973ca2fea48eb52c054d8e5164e | 1,371,920,313 | 48.887314 | -93.190057 | 0 |
4,650 | 2020-06-22 16:58:42 | 3,558,881,852,140,592 | fraud_Weber and Sons | food_dining | 60.55 | Christopher | Holt | M | 05597 Michael Spurs | Parks | AZ | 86,018 | 35.2563 | -111.95 | 759 | Geologist, engineering | 1957-03-28 | aaf1b5a67d9c57973859bc00abc0641a | 1,371,920,322 | 35.362987 | -111.141805 | 0 |
4,651 | 2020-06-22 16:58:50 | 4,653,879,239,169,997 | fraud_Gibson-Deckow | entertainment | 14.35 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | af5a72e43644c451f96bb1db228b57ba | 1,371,920,330 | 37.608053 | -87.066133 | 0 |
4,652 | 2020-06-22 16:59:30 | 3,545,109,339,866,548 | fraud_Monahan-Morar | personal_care | 7.59 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | dc7e8b850142ad2cd9db77b49c8dc5e0 | 1,371,920,370 | 33.240432 | -91.369108 | 0 |
4,653 | 2020-06-22 16:59:40 | 3,560,797,065,840,735 | fraud_Hermiston, Pacocha and Smith | health_fitness | 14.68 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 32cbbe01eece49d8093f85ef6b8a6e52 | 1,371,920,380 | 47.131819 | -101.150377 | 0 |
4,654 | 2020-06-22 16:59:53 | 6,011,438,889,172,900 | fraud_Schmidt and Sons | shopping_net | 6 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | a49092e960f1a192c11f8fbb6a8df764 | 1,371,920,393 | 33.886966 | -92.157426 | 0 |
4,655 | 2020-06-22 17:00:26 | 4,464,457,352,619 | fraud_Heathcote LLC | shopping_net | 6.27 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 0f397e2e868e63c224a3214ce25e2f1d | 1,371,920,426 | 29.424523 | -85.152799 | 0 |
4,656 | 2020-06-22 17:01:53 | 3,514,865,930,894,695 | fraud_Medhurst, Cartwright and Ebert | personal_care | 3.21 | 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 | ee5394aa7f1796f18225b080818601a8 | 1,371,920,513 | 32.666719 | -105.125492 | 0 |
4,657 | 2020-06-22 17:01:57 | 4,935,858,973,307,492 | fraud_Eichmann-Kilback | home | 79.81 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | c82dc111021a28fc35d5ea05e350ab46 | 1,371,920,517 | 33.098431 | -82.705049 | 0 |
4,658 | 2020-06-22 17:03:29 | 30,234,966,027,947 | fraud_Kulas Group | health_fitness | 60.99 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 4a7fad2900911ef3ea5d2d5b78e4a51e | 1,371,920,609 | 44.348521 | -87.620979 | 0 |
4,659 | 2020-06-22 17:03:39 | 630,484,879,808 | fraud_Crooks and Sons | personal_care | 79.7 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | c2e8d9cf694947865c3ba164f16249db | 1,371,920,619 | 37.437436 | -120.711733 | 0 |
4,660 | 2020-06-22 17:03:41 | 4,124,536,010,991,657 | fraud_Waelchi-Wolf | kids_pets | 22.25 | Sydney | Montoya | F | 265 Christian Summit Suite 231 | Fairhope | AL | 36,532 | 30.5012 | -87.8835 | 27,829 | Presenter, broadcasting | 1954-07-21 | 9a92b4eaf6e9f59380f36c02e4c3580b | 1,371,920,621 | 30.667226 | -88.856447 | 0 |
4,661 | 2020-06-22 17:03:51 | 6,011,999,606,625,827 | fraud_Ruecker-Mayert | kids_pets | 198.65 | Ronald | Carson | M | 870 Rocha Drive | Harrington Park | NJ | 7,640 | 40.9918 | -73.98 | 4,664 | Radiographer, diagnostic | 1965-06-30 | e58bc1645dd88929c7134ac5c17b824e | 1,371,920,631 | 40.670876 | -74.14936 | 0 |
4,662 | 2020-06-22 17:04:54 | 2,719,496,466,799,416 | fraud_Gulgowski LLC | home | 46.45 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | 97ded4f620a3d7e0867d6dadf9b403b9 | 1,371,920,694 | 44.187793 | -102.85688 | 0 |
4,663 | 2020-06-22 17:05:07 | 630,424,987,505 | fraud_Conroy Ltd | shopping_pos | 10.41 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 50dcaf5f047f4159c3c80fc3e796ac6e | 1,371,920,707 | 39.203525 | -79.835857 | 0 |
4,664 | 2020-06-22 17:05:12 | 213,113,338,379,864 | fraud_Champlin and Sons | home | 57.65 | Larry | Vaughan | M | 83555 Melinda Spurs | Kingsville | MD | 21,087 | 39.4558 | -76.4147 | 5,451 | Science writer | 1961-12-05 | 9ed0d5df74a515e46110f084ecf18fb9 | 1,371,920,712 | 39.293991 | -75.751092 | 0 |
4,665 | 2020-06-22 17:05:18 | 3,529,597,810,116,815 | fraud_Goyette-Gerhold | kids_pets | 4.77 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | c0eae4c271e4493e3899c20776bc7455 | 1,371,920,718 | 39.564181 | -78.771646 | 0 |
4,666 | 2020-06-22 17:05:46 | 347,612,609,554,823 | fraud_Thompson-Gleason | health_fitness | 8.33 | Robert | James | M | 18316 Cannon Place | Newport | ME | 4,953 | 44.8393 | -69.2675 | 3,228 | Lexicographer | 1995-12-28 | 6a15ebf7da0b9512a3e40275c8c620db | 1,371,920,746 | 45.424938 | -69.367183 | 0 |
4,667 | 2020-06-22 17:06:17 | 213,153,151,785,052 | fraud_Gottlieb-Hansen | personal_care | 10.27 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 7d28eb5f0c00834efdb41670d45e3053 | 1,371,920,777 | 45.116111 | -89.421137 | 0 |
4,668 | 2020-06-22 17:06:37 | 372,520,049,757,633 | fraud_Gutmann-Upton | misc_pos | 72.15 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 60f58d9362ff59e08b51dfb60281b016 | 1,371,920,797 | 49.595204 | -94.162048 | 0 |
4,669 | 2020-06-22 17:06:38 | 502,012,776,709 | fraud_Ziemann-Waters | health_fitness | 26.71 | Sherry | Martinez | F | 144 Yu Locks Apt. 754 | Garrattsville | NY | 13,342 | 42.6315 | -75.1866 | 165 | Naval architect | 1945-09-20 | 498a182edf08c65426b9d2de9792014e | 1,371,920,798 | 42.348054 | -75.549387 | 0 |
4,670 | 2020-06-22 17:07:17 | 676,369,110,710 | fraud_Spencer PLC | entertainment | 31.29 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 563c0ef39c557612360aece31c88ec1f | 1,371,920,837 | 41.529755 | -82.533268 | 0 |
4,671 | 2020-06-22 17:07:21 | 581,686,439,828 | fraud_Hyatt, Russel and Gleichner | health_fitness | 91.22 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | a2bc41f229fe69f55b65475d849a8270 | 1,371,920,841 | 42.090138 | -80.539338 | 0 |
4,672 | 2020-06-22 17:07:51 | 3,521,815,216,091,574 | fraud_Abshire PLC | entertainment | 82.43 | Wayne | Marsh | M | 172 Leonard Island | Dumont | CO | 80,436 | 39.7532 | -105.6356 | 565 | Mental health nurse | 1978-08-27 | 6448ca929d617bd9a6ca5340c787dc31 | 1,371,920,871 | 40.736816 | -106.087501 | 0 |
4,673 | 2020-06-22 17:07:55 | 4,745,996,322,265 | fraud_Bradtke, Torp and Bahringer | personal_care | 145.44 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | b4de3c16f263784f09689ba5e9b1ce57 | 1,371,920,875 | 41.249287 | -86.143028 | 0 |
4,674 | 2020-06-22 17:08:02 | 4,198,470,814,557 | fraud_Goyette-Gerhold | kids_pets | 12.99 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 000c1ac9591cf104ba78ba03fe99d9ad | 1,371,920,882 | 41.270973 | -95.633647 | 0 |
4,675 | 2020-06-22 17:08:11 | 371,226,440,126,102 | fraud_Abbott-Rogahn | entertainment | 59.46 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | b092690598e31de4ae0b03db726c4086 | 1,371,920,891 | 38.577665 | -89.986059 | 0 |
4,676 | 2020-06-22 17:08:31 | 3,501,509,250,702,469 | fraud_Kihn, Brakus and Goyette | personal_care | 157.18 | Frank | Anderson | M | 0611 Stafford Valley Suite 504 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Programme researcher, broadcasting/film/video | 1979-01-02 | 1cbd067d8c2665b6a3a5cfffba4f4646 | 1,371,920,911 | 26.772322 | -82.336029 | 0 |
4,677 | 2020-06-22 17:09:21 | 4,292,743,669,224,718,000 | fraud_Bahringer-Streich | food_dining | 69.7 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 37e60fce92ee7e04e2d429a7cd3962a0 | 1,371,920,961 | 38.735038 | -77.401301 | 0 |
4,678 | 2020-06-22 17:09:39 | 3,577,578,023,716,568 | fraud_Roob, Conn and Tremblay | shopping_pos | 7.28 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | e1307b78249e16a9b1adc32b8b04d4d4 | 1,371,920,979 | 40.735303 | -81.897627 | 0 |
4,679 | 2020-06-22 17:10:00 | 4,560,004,149,983,868,400 | fraud_Barrows PLC | shopping_pos | 1.96 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | cdf24e18780675f73a04be3548abb3f8 | 1,371,921,000 | 38.991925 | -104.792039 | 0 |
4,680 | 2020-06-22 17:10:30 | 36,485,887,555,770 | fraud_Towne LLC | misc_pos | 138.43 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | 5333fb0cffb0c061ebb1a22bf9b66615 | 1,371,921,030 | 41.453858 | -82.6144 | 0 |
4,681 | 2020-06-22 17:10:39 | 4,102,003,771,126,577,700 | fraud_Schmeler Inc | misc_pos | 77.42 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | aa98ca56c7f36efd713102902a99f7c6 | 1,371,921,039 | 32.129627 | -96.268365 | 0 |
4,682 | 2020-06-22 17:11:16 | 630,484,879,808 | fraud_Moore, Williamson and Emmerich | home | 81.58 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | f774f70d6d8406c66e25dd7e3278d269 | 1,371,921,076 | 35.504047 | -120.97383 | 0 |
4,683 | 2020-06-22 17:11:22 | 4,642,894,980,163 | fraud_Runte-Mohr | food_dining | 34.75 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 074c8822d02c978456671805da35bd62 | 1,371,921,082 | 40.598222 | -94.038983 | 0 |
4,684 | 2020-06-22 17:11:24 | 30,029,052,116,970 | fraud_Schmeler, Bashirian and Price | shopping_net | 6.83 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | c048d2478ec1b2a5a3e3e9470ee5e7ca | 1,371,921,084 | 41.81589 | -78.452817 | 0 |
4,685 | 2020-06-22 17:11:32 | 4,089,096,483,689,733,600 | fraud_Schuppe LLC | entertainment | 106.74 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 48b7281adcb40639158d19f9a51bfb75 | 1,371,921,092 | 31.462285 | -95.548695 | 0 |
4,686 | 2020-06-22 17:11:35 | 180,031,190,491,743 | fraud_Skiles LLC | home | 55.94 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | 73444a21c301efc59eff8c441de61951 | 1,371,921,095 | 31.085591 | -87.224473 | 0 |
4,687 | 2020-06-22 17:11:58 | 4,390,966,588,600,993,000 | fraud_Hammes-Beatty | kids_pets | 107.09 | Kyle | Simmons | M | 8149 Harris Divide | Oklahoma City | OK | 73,134 | 35.6174 | -97.5583 | 640,470 | Advertising copywriter | 1966-06-24 | ad6e3657246e627a85b2c5e343ba20d4 | 1,371,921,118 | 35.186415 | -96.627764 | 0 |
4,688 | 2020-06-22 17:12:14 | 3,596,217,206,093,829 | fraud_Beer-Jast | kids_pets | 5.35 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 1b49a929968047de12c66fce901286f4 | 1,371,921,134 | 41.813034 | -91.575474 | 0 |
4,689 | 2020-06-22 17:12:17 | 30,131,826,429,364 | fraud_Lang, Towne and Schuppe | kids_pets | 83.63 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 265d336711b84e39c399494e0a21be7b | 1,371,921,137 | 35.637383 | -83.186239 | 0 |
4,690 | 2020-06-22 17:12:48 | 4,713,464,490,314,802 | fraud_Kozey-McDermott | travel | 494.6 | Wesley | Parker | M | 7452 Browning Port | Mc Intosh | SD | 57,641 | 45.7084 | -101.1546 | 295 | Designer, industrial/product | 1981-01-26 | 7e09eae3a8d8a829f4be01456bed2877 | 1,371,921,168 | 45.281971 | -100.328082 | 0 |
4,691 | 2020-06-22 17:12:54 | 6,011,438,889,172,900 | fraud_Kassulke PLC | shopping_net | 58.85 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | f13b4ae2462212685b6439e2210cbb53 | 1,371,921,174 | 34.461233 | -91.895628 | 0 |
4,692 | 2020-06-22 17:13:11 | 4,469,777,115,158,235,000 | fraud_Lakin, Ferry and Beatty | food_dining | 312.57 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 4f5cd019f21051664ed7a2ae82c240ca | 1,371,921,191 | 43.116664 | -71.674267 | 0 |
4,693 | 2020-06-22 17:13:25 | 345,389,171,551,808 | fraud_Koss, McLaughlin and Mayer | food_dining | 12.56 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | 38fa0e14b01e0cd4cfafe6aa25418188 | 1,371,921,205 | 33.972927 | -88.889918 | 0 |
4,694 | 2020-06-22 17:13:32 | 3,576,021,480,694,169 | fraud_Little, Gutmann and Lynch | shopping_net | 9.87 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 14ecba1792731935a571248921af6cd1 | 1,371,921,212 | 38.909107 | -96.341277 | 0 |
4,695 | 2020-06-22 17:13:44 | 4,364,010,865,167,176 | fraud_Barton Inc | grocery_pos | 70.69 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 3f34919eea75cc04778ee6dfcaf59e31 | 1,371,921,224 | 40.378492 | -120.18311 | 0 |
4,696 | 2020-06-22 17:13:47 | 3,593,399,694,467,427 | fraud_Gerhold LLC | home | 14.3 | Douglas | Smith | M | 85932 Marc Throughway Apt. 080 | Knowlesville | NY | 14,479 | 43.2363 | -78.3138 | 275 | TEFL teacher | 1964-08-18 | 2d61ff26d5db381cf7f21cdd050579df | 1,371,921,227 | 42.542286 | -78.54124 | 0 |
4,697 | 2020-06-22 17:13:50 | 4,653,879,239,169,997 | fraud_Bode-Rempel | kids_pets | 37.35 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | 9a46869088e94ae022afb3984c249af3 | 1,371,921,230 | 37.196358 | -86.006455 | 0 |
4,698 | 2020-06-22 17:14:09 | 371,009,169,330,125 | fraud_Dach-Nader | misc_net | 116.69 | 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 | 09e2398578ee978b383840d3b56e3bcc | 1,371,921,249 | 30.450412 | -82.725708 | 0 |
4,699 | 2020-06-22 17:14:47 | 213,156,747,557,083 | fraud_Schuppe-Schuppe | food_dining | 3.9 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | aeb2230806d8ce0f1fd888a554f90cf6 | 1,371,921,287 | 34.916497 | -118.030296 | 0 |
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