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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13,400 | 2020-06-25 19:04:59 | 3,541,160,328,600,277 | fraud_Kihn-Fritsch | food_dining | 1.64 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | e02c83397335fa22cd780ec66fab1c0d | 1,372,187,099 | 40.064288 | -89.847111 | 0 |
13,401 | 2020-06-25 19:05:10 | 630,424,987,505 | fraud_Ratke and Sons | health_fitness | 213.44 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | a79faf6856fd08e37f42e3567651b61f | 1,372,187,110 | 39.890936 | -80.12161 | 0 |
13,402 | 2020-06-25 19:07:34 | 3,545,109,339,866,548 | fraud_McCullough LLC | misc_pos | 9.53 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 9b896244d6f183b8fe6d7db67930aa59 | 1,372,187,254 | 32.897302 | -90.132406 | 0 |
13,403 | 2020-06-25 19:07:34 | 4,048,508,450,704,760 | fraud_Gottlieb-Hansen | personal_care | 80.15 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | cd9d77fbe74e93d9ebf9072bd4f74b68 | 1,372,187,254 | 41.068323 | -97.964344 | 0 |
13,404 | 2020-06-25 19:07:49 | 213,199,865,312,311 | fraud_Fadel Inc | health_fitness | 28.4 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | 5b90970da8346d2bd986dfa8f9661ba5 | 1,372,187,269 | 35.513774 | -85.850418 | 0 |
13,405 | 2020-06-25 19:08:16 | 560,881,134,780 | fraud_Botsford and Sons | home | 3.5 | Audrey | Martinez | F | 343 Joshua Views | Liberty Mills | IN | 46,946 | 41.0356 | -85.7358 | 136 | Soil scientist | 1953-03-19 | a727746c2a7244b9e18a324e8fa1d416 | 1,372,187,296 | 40.13521 | -85.554431 | 0 |
13,406 | 2020-06-25 19:08:20 | 30,273,037,698,427 | fraud_Crist, Jakubowski and Littel | home | 1.84 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 1eb97ef9c9212403bed00d5d95b9fa76 | 1,372,187,300 | 35.007237 | -91.841557 | 0 |
13,407 | 2020-06-25 19:08:23 | 4,424,338,559,877,976 | fraud_Lesch, D'Amore and Brown | food_dining | 13.93 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | 2adf6674200e02aeec80bdf0c6f8331c | 1,372,187,303 | 40.630369 | -83.185993 | 0 |
13,408 | 2020-06-25 19:08:29 | 3,576,431,665,303,017 | fraud_Hammes-Beatty | kids_pets | 74.43 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | a2e7591073531915fe41fee1c45bca10 | 1,372,187,309 | 33.592699 | -111.743331 | 0 |
13,409 | 2020-06-25 19:08:30 | 6,011,504,998,544,485 | fraud_Beer-Jast | kids_pets | 27.82 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 08114bd1a9d57e57c06e6c7a46c64ec7 | 1,372,187,310 | 33.107644 | -86.167492 | 0 |
13,410 | 2020-06-25 19:08:37 | 2,248,348,993,063,230 | fraud_Wilkinson Ltd | entertainment | 78.1 | Jennifer | Scott | F | 376 John Fork Suite 848 | Randolph | OH | 44,265 | 41.0109 | -81.2977 | 51 | Mechanical engineer | 1960-08-05 | d60447bd530bb1efd90900eb07eb29b9 | 1,372,187,317 | 41.723144 | -81.484353 | 0 |
13,411 | 2020-06-25 19:08:40 | 676,298,633,337 | fraud_Runte, Green and Emard | health_fitness | 9.71 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | b11f1427f79ecdd09c13b39cfb4da794 | 1,372,187,320 | 38.948328 | -81.388318 | 0 |
13,412 | 2020-06-25 19:09:37 | 213,124,978,348,176 | fraud_Eichmann-Kilback | home | 33.91 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | 45a0caf624dc97bd90f956e5fa52929e | 1,372,187,377 | 41.57905 | -79.0873 | 0 |
13,413 | 2020-06-25 19:10:37 | 6,011,438,889,172,900 | fraud_Little, Gutmann and Lynch | shopping_net | 3.84 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 3068b5386559917ea54d3de654483af1 | 1,372,187,437 | 34.35402 | -90.843193 | 0 |
13,414 | 2020-06-25 19:10:52 | 30,407,675,418,785 | fraud_Parker, Nolan and Trantow | entertainment | 15.87 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | 0aa72a7a08c8be846c225e05c78e73ab | 1,372,187,452 | 42.340857 | -76.081319 | 0 |
13,415 | 2020-06-25 19:10:59 | 3,527,536,963,490,470 | fraud_Quitzon-Goyette | home | 74.92 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | ac36f229e4e113b83498d71d7a97e3cd | 1,372,187,459 | 33.102052 | -80.368887 | 0 |
13,416 | 2020-06-25 19:12:10 | 3,553,629,419,254,918 | fraud_Volkman-Predovic | shopping_net | 4.36 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | db1eb67acd66d23e762203c7cec854db | 1,372,187,530 | 47.485091 | -122.764856 | 0 |
13,417 | 2020-06-25 19:15:50 | 4,904,681,492,230,012 | fraud_Douglas, Schneider and Turner | shopping_pos | 2.17 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 1c150cc05a2237b0efb1c5cb408f49e1 | 1,372,187,750 | 41.034325 | -74.492725 | 0 |
13,418 | 2020-06-25 19:16:20 | 213,141,712,584,544 | fraud_Connelly-Carter | home | 21.28 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | b9b2fda6135fffa26cb4fc3abb073318 | 1,372,187,780 | 31.154342 | -89.182112 | 0 |
13,419 | 2020-06-25 19:16:24 | 2,714,019,737,356,678 | fraud_Sporer-Keebler | personal_care | 7.13 | Christina | Moore | F | 542 Finley Ports Apt. 396 | West Finley | PA | 15,377 | 39.9914 | -80.4408 | 724 | Theme park manager | 1995-08-30 | 26369794287e5d6e6773cece598976a8 | 1,372,187,784 | 39.241239 | -80.922973 | 0 |
13,420 | 2020-06-25 19:17:07 | 377,113,842,678,100 | fraud_Shanahan-Lehner | personal_care | 99.19 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 9453fafce8d3258f9668fa426a0e63db | 1,372,187,827 | 39.034553 | -75.981123 | 0 |
13,421 | 2020-06-25 19:17:31 | 60,427,851,591 | fraud_Gutmann, McLaughlin and Wiza | home | 77.44 | Bradley | Martinez | M | 3426 David Divide Suite 717 | Burns Flat | OK | 73,624 | 35.3492 | -99.188 | 2,142 | Politician's assistant | 1976-06-30 | f913d4a7cc5aaac1aa32a80a3f4b92cc | 1,372,187,851 | 35.932114 | -98.710508 | 0 |
13,422 | 2020-06-25 19:18:10 | 3,561,212,938,177,173 | fraud_Douglas, Schneider and Turner | shopping_pos | 1.49 | Jose | Campbell | M | 550 Cunningham Squares | Dadeville | AL | 36,853 | 32.8224 | -85.7704 | 8,269 | Minerals surveyor | 1977-01-04 | 6c2475ab1133cc4cb38ccc4fdc0f266a | 1,372,187,890 | 32.815141 | -85.607223 | 0 |
13,423 | 2020-06-25 19:18:23 | 4,259,996,134,423 | fraud_Mueller, Gerhold and Mueller | health_fitness | 44.58 | Julie | Johnson | F | 9331 Robert Passage Suite 327 | Hudson | KS | 67,545 | 38.1485 | -98.6408 | 215 | Probation officer | 1968-11-22 | cabcbfd55cfdefd10cdc0e9c61ffbcc7 | 1,372,187,903 | 38.106728 | -98.600937 | 0 |
13,424 | 2020-06-25 19:19:38 | 36,078,114,201,167 | fraud_Jast and Sons | food_dining | 22.54 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | e5c9b21d17bfbf3a63927ee6191555b4 | 1,372,187,978 | 37.116141 | -83.358026 | 0 |
13,425 | 2020-06-25 19:20:08 | 348,253,506,557,335 | fraud_Weimann-Lockman | kids_pets | 15.72 | Thomas | Gibson | M | 32745 Silva Springs Suite 040 | Grand Bay | AL | 36,541 | 30.4983 | -88.3282 | 15,647 | Armed forces logistics/support/administrative officer | 1948-03-22 | f0d92e6538d2d6f6d99cc82c824812bc | 1,372,188,008 | 31.22171 | -88.203363 | 0 |
13,426 | 2020-06-25 19:20:18 | 379,897,244,598,068 | fraud_Swift PLC | kids_pets | 108.99 | Frank | Key | M | 5537 Jessica Plaza | Pewee Valley | KY | 40,056 | 38.3039 | -85.4834 | 3,263 | Stage manager | 1930-02-28 | 37d0dc229d43e9940abcdaed1870ad7f | 1,372,188,018 | 39.097965 | -85.96232 | 0 |
13,427 | 2020-06-25 19:21:09 | 3,528,407,217,576,457 | fraud_Jast and Sons | food_dining | 130.17 | Patricia | Leach | F | 71309 Martinez Stravenue | Kingsport | TN | 37,663 | 36.4715 | -82.4834 | 87,124 | Warden/ranger | 1987-02-14 | f31acc54a66cb31ff0e1a95e6f80acb4 | 1,372,188,069 | 36.326008 | -81.805482 | 0 |
13,428 | 2020-06-25 19:21:52 | 4,646,845,581,490,336,000 | fraud_Jakubowski Group | food_dining | 51.13 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | ca4fbb4870b72f51e8ae9ef5b89d0781 | 1,372,188,112 | 41.076075 | -73.846613 | 0 |
13,429 | 2020-06-25 19:22:33 | 3,561,963,695,236,764 | fraud_Lind-Buckridge | entertainment | 78.98 | Michael | Lee | M | 7915 Dawn Roads Apt. 544 | Shelter Island | NY | 11,964 | 41.064 | -72.3366 | 1,858 | Clinical biochemist | 1984-03-03 | 29f672fb3e434535eaa8916b2c449dc7 | 1,372,188,153 | 41.964873 | -72.20595 | 0 |
13,430 | 2020-06-25 19:24:01 | 6,540,981,358,631,302 | fraud_Champlin, Rolfson and Connelly | travel | 6.17 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | 7fbc030db561e09c1533eb41f45bb807 | 1,372,188,241 | 42.5794 | -82.932046 | 0 |
13,431 | 2020-06-25 19:25:26 | 4,708,992,452,821,239 | fraud_Kling-Ernser | entertainment | 13.43 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | fee033a94b9d8dd1e60a5f32ecc87cc7 | 1,372,188,326 | 36.288037 | -91.005883 | 0 |
13,432 | 2020-06-25 19:26:33 | 36,078,114,201,167 | fraud_Cole, Hills and Jewess | home | 127.18 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 9e1f47d45cca4b8caf20fe488f9bfa94 | 1,372,188,393 | 36.684552 | -83.487667 | 0 |
13,433 | 2020-06-25 19:26:42 | 2,248,348,993,063,230 | fraud_Schoen, Nienow and Bauch | personal_care | 23.05 | Jennifer | Scott | F | 376 John Fork Suite 848 | Randolph | OH | 44,265 | 41.0109 | -81.2977 | 51 | Mechanical engineer | 1960-08-05 | 69f5287bfe39ab6022c3bd61434512a3 | 1,372,188,402 | 41.012621 | -81.160051 | 0 |
13,434 | 2020-06-25 19:27:37 | 377,113,842,678,100 | fraud_Moore, Williamson and Emmerich | home | 54.6 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 9a48b0347d64d12c12bdc3f4842641a5 | 1,372,188,457 | 40.334691 | -74.529633 | 0 |
13,435 | 2020-06-25 19:27:46 | 4,587,577,161,160,601 | fraud_Block Group | misc_pos | 6.06 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | e7e60514e69b21c85030b073df400f3c | 1,372,188,466 | 44.545057 | -69.131373 | 0 |
13,436 | 2020-06-25 19:28:19 | 4,809,701,904,914 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 399.91 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | be0fe37cf89297af73d1b0ef346b30a7 | 1,372,188,499 | 32.58288 | -84.910954 | 0 |
13,437 | 2020-06-25 19:28:31 | 2,283,743,876,903,625 | fraud_Kerluke, Considine and Macejkovic | misc_net | 9.33 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 859e63035b3291f17106eae567437eb7 | 1,372,188,511 | 33.500195 | -83.774097 | 0 |
13,438 | 2020-06-25 19:29:32 | 4,181,833,256,558,614,000 | fraud_Wilkinson Ltd | entertainment | 11.36 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 2ab2ffbd1943bf148bb51108eb5b4420 | 1,372,188,572 | 36.318095 | -105.384925 | 0 |
13,439 | 2020-06-25 19:29:51 | 213,173,753,804,333 | fraud_Larkin Ltd | kids_pets | 109.74 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | 8e4db6932158fce21d79db9ddc812d9b | 1,372,188,591 | 41.674891 | -86.246384 | 0 |
13,440 | 2020-06-25 19:30:02 | 38,057,513,087,029 | fraud_Adams-Barrows | health_fitness | 35.56 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | 21dd32180f49f959a0e8206c3239344e | 1,372,188,602 | 36.861418 | -122.683195 | 0 |
13,441 | 2020-06-25 19:30:10 | 4,671,727,014,157,745 | fraud_Reichel Inc | entertainment | 13.16 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | 7e1e63b7fb6c6b288de448330952c1ff | 1,372,188,610 | 40.284718 | -86.125738 | 0 |
13,442 | 2020-06-25 19:30:22 | 3,529,597,930,342,630 | fraud_Morissette LLC | entertainment | 97.53 | Melissa | Rodriguez | F | 81708 Christopher Plaza | Jordanville | NY | 13,361 | 42.8948 | -74.8209 | 824 | Travel agency manager | 1985-09-01 | 6d533db286e619167d2cbea0bc71b5c9 | 1,372,188,622 | 42.364524 | -75.219393 | 0 |
13,443 | 2020-06-25 19:30:24 | 675,990,301,623 | fraud_Fisher-Schowalter | shopping_net | 5.28 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 30eada1a417e8ad766550d897126ce4f | 1,372,188,624 | 40.128917 | -74.007218 | 0 |
13,444 | 2020-06-25 19:30:56 | 4,102,003,771,126,577,700 | fraud_Kulas Group | health_fitness | 28.89 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | 2dfc99e56a1fb7d495d23fcd8bdcc6f5 | 1,372,188,656 | 32.736402 | -96.429296 | 0 |
13,445 | 2020-06-25 19:30:56 | 3,560,797,065,840,735 | fraud_Fadel-Hilpert | health_fitness | 41.1 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | b5cff7510147f681642d2b3162ed4aa8 | 1,372,188,656 | 46.570414 | -101.990713 | 0 |
13,446 | 2020-06-25 19:31:34 | 6,592,861,994,408,652 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 15.55 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | 2ee1fb56dcaad4f68d62bfe9819033d4 | 1,372,188,694 | 43.795356 | -77.478132 | 0 |
13,447 | 2020-06-25 19:32:20 | 4,906,628,655,840,914,000 | fraud_Beier-Hyatt | shopping_pos | 7.6 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | 66fe6634bf36a921c817997e282121ce | 1,372,188,740 | 23.980391 | -80.51665 | 0 |
13,448 | 2020-06-25 19:32:29 | 639,023,984,367 | fraud_Kautzer and Sons | personal_care | 87.87 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | f9488a6682c5a3554db525f734e92eaa | 1,372,188,749 | 45.299096 | -74.240325 | 0 |
13,449 | 2020-06-25 19:32:36 | 5,501,083,170,975,659 | fraud_Ledner, Hartmann and Feest | health_fitness | 12.77 | Wayne | Payne | M | 587 Bradley Inlet Suite 281 | Cuyahoga Falls | OH | 44,223 | 41.1464 | -81.5107 | 47,772 | Equities trader | 1966-01-04 | 7c400a1bf38b794b22f42bc19cfffbe0 | 1,372,188,756 | 42.059127 | -81.346961 | 0 |
13,450 | 2020-06-25 19:33:37 | 38,588,538,868,506 | fraud_Dickinson-Rempel | misc_pos | 4.89 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | e171b6c8e8203698903da2b782fc2c1d | 1,372,188,817 | 30.140267 | -104.164673 | 0 |
13,451 | 2020-06-25 19:35:23 | 4,089,096,483,689,733,600 | fraud_Pacocha-Bauch | shopping_pos | 8.84 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 67cc466f9c837a1fbbbcaa9e6361638c | 1,372,188,923 | 32.79834 | -94.925919 | 0 |
13,452 | 2020-06-25 19:35:25 | 371,284,100,299,909 | fraud_Zboncak LLC | food_dining | 4.89 | Hannah | Thomas | F | 1004 Willis Pass | Hedley | TX | 79,237 | 34.8698 | -100.6806 | 513 | Early years teacher | 1976-05-24 | 0cbc5aa44c3b0717df750d3a7037b3f3 | 1,372,188,925 | 35.112096 | -100.077007 | 0 |
13,453 | 2020-06-25 19:36:19 | 4,586,810,168,620,942 | fraud_Klein Group | entertainment | 103.75 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | c8a6ca88c9ccd01f4820c1fa3e8fecab | 1,372,188,979 | 33.457953 | -79.759647 | 0 |
13,454 | 2020-06-25 19:37:52 | 573,860,193,545 | fraud_Romaguera Ltd | health_fitness | 27.85 | Cristian | Jones | M | 0423 Kirby Field Suite 623 | Wilmette | IL | 60,091 | 42.0765 | -87.7246 | 27,020 | Trade mark attorney | 1986-07-23 | 6d53a8db8ddc6024490d95310addd5fb | 1,372,189,072 | 41.751286 | -88.229333 | 0 |
13,455 | 2020-06-25 19:38:33 | 3,589,289,942,931,264 | fraud_Hyatt, Russel and Gleichner | health_fitness | 53.37 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | dd8c913fb1b60020e809431986a8c9f0 | 1,372,189,113 | 43.364548 | -97.59783 | 0 |
13,456 | 2020-06-25 19:38:39 | 2,713,913,904,780,408 | fraud_Bode-Rempel | kids_pets | 134.66 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 3734de08035836c897b278657f15ee78 | 1,372,189,119 | 32.107421 | -90.738571 | 0 |
13,457 | 2020-06-25 19:39:19 | 374,497,717,543,058 | fraud_Koss, Hansen and Lueilwitz | home | 68.4 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | 74169bc8fd0aa2eff46c0e1625bbc12b | 1,372,189,159 | 47.467793 | -100.132109 | 0 |
13,458 | 2020-06-25 19:39:24 | 3,560,697,798,177,746 | fraud_Larkin Ltd | kids_pets | 14.38 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 47f4b7317f23d53c4a9ce4ba4cdd2c21 | 1,372,189,164 | 33.409661 | -117.21895 | 0 |
13,459 | 2020-06-25 19:39:58 | 2,706,977,570,537,524 | fraud_Kling, Howe and Schneider | home | 83.94 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 5eac8e0fd4277dc0d9e305b1c57f9706 | 1,372,189,198 | 39.366879 | -82.82136 | 0 |
13,460 | 2020-06-25 19:40:22 | 377,993,105,397,617 | fraud_Skiles LLC | home | 110.08 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 7b752d5d86ce1ee738839769242ea8fa | 1,372,189,222 | 45.669971 | -88.220322 | 0 |
13,461 | 2020-06-25 19:41:00 | 6,502,195,877,055,606 | fraud_Bechtelar-Rippin | food_dining | 52.99 | Nathan | Byrd | M | 155 Gregory Mount Suite 791 | Red Cliff | CO | 81,649 | 39.4584 | -106.3851 | 277 | Human resources officer | 1985-04-03 | e918663a893884f0c83244699bed28f5 | 1,372,189,260 | 39.733726 | -106.51736 | 0 |
13,462 | 2020-06-25 19:41:46 | 4,908,846,471,916,297 | fraud_Kilback Group | food_dining | 15.4 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | 060db21c059ab034c5bb5921f486fb46 | 1,372,189,306 | 31.731795 | -97.127353 | 0 |
13,463 | 2020-06-25 19:42:00 | 30,427,035,050,508 | fraud_Carroll PLC | health_fitness | 39.7 | John | Chandler | M | 88325 Brandon Greens Apt. 477 | Detroit | MI | 48,202 | 42.377 | -83.0796 | 673,342 | Broadcast presenter | 1969-11-20 | 5c5a82f6b37c50d2afe64a1e1b2f7d36 | 1,372,189,320 | 41.822735 | -82.100953 | 0 |
13,464 | 2020-06-25 19:42:11 | 3,583,635,130,604,947 | fraud_Cormier LLC | shopping_net | 8.42 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | cb9aef9dbef620b226eec024b04a9620 | 1,372,189,331 | 40.785575 | -75.031481 | 0 |
13,465 | 2020-06-25 19:42:28 | 4,474,324,669,797,121 | fraud_Abernathy and Sons | food_dining | 88.92 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | 067c25bef8f7bd90ab433c3c8af48a06 | 1,372,189,348 | 38.275266 | -119.613226 | 0 |
13,466 | 2020-06-25 19:43:13 | 4,378,993,458,389,626 | fraud_Fritsch LLC | travel | 6,600.44 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 6ad730c17f10beeb66462e8e0bdb8651 | 1,372,189,393 | 43.741878 | -71.699656 | 0 |
13,467 | 2020-06-25 19:43:56 | 180,048,185,037,117 | fraud_Bernier and Sons | kids_pets | 25.7 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | b6bd06fbcb64941c3edc5e93ce6c69c3 | 1,372,189,436 | 40.746583 | -73.554585 | 0 |
13,468 | 2020-06-25 19:44:45 | 375,974,680,629,816 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 57.98 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | d3c8762644cee7e7cf5b86580f4b5e3a | 1,372,189,485 | 41.694435 | -72.645005 | 0 |
13,469 | 2020-06-25 19:44:47 | 630,424,987,505 | fraud_Durgan-Auer | misc_net | 5.65 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 3bb50f0e9374cbef701bcb968716bbdb | 1,372,189,487 | 39.714181 | -79.473058 | 0 |
13,470 | 2020-06-25 19:44:55 | 60,487,002,085 | fraud_Haley, Batz and Auer | health_fitness | 110.55 | David | White | M | 66234 Hall Lock Suite 758 | Jackson | MS | 39,211 | 32.3739 | -90.1293 | 233,060 | Horticulturist, commercial | 1972-08-15 | 9ef53be92cd3b91666e9b56e0aba6578 | 1,372,189,495 | 32.084747 | -89.420459 | 0 |
13,471 | 2020-06-25 19:45:00 | 4,839,615,922,685,395 | fraud_Baumbach Ltd | personal_care | 12.26 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | 6f51fe3033b27c199f6fe83d7b9b07ec | 1,372,189,500 | 39.799939 | -87.141805 | 0 |
13,472 | 2020-06-25 19:45:17 | 2,235,613,922,823,698 | fraud_McCullough, Hudson and Schuster | food_dining | 2.28 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 392c4af2533dac95d03c47ce00828b2a | 1,372,189,517 | 43.670331 | -103.813261 | 0 |
13,473 | 2020-06-25 19:45:44 | 2,348,245,054,386,329 | fraud_Schoen, Nienow and Bauch | personal_care | 38.22 | Justin | Gay | M | 268 Hayes Rue Suite 811 | Harborcreek | PA | 16,421 | 42.1767 | -79.9416 | 2,518 | Event organiser | 1946-02-02 | ae5198c09d28f90374a414d94e5902a2 | 1,372,189,544 | 42.171914 | -80.036837 | 0 |
13,474 | 2020-06-25 19:45:51 | 376,445,266,762,684 | fraud_Pfeffer and Sons | shopping_pos | 132.02 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | e6b94fa5abfc63390dc5bc0ff5f93a66 | 1,372,189,551 | 40.790706 | -100.419845 | 0 |
13,475 | 2020-06-25 19:45:52 | 6,011,104,316,292,105 | fraud_Schimmel-Olson | kids_pets | 47.39 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 6826eedfc20d57ff91e9023231d7f45a | 1,372,189,552 | 37.866879 | -77.724798 | 0 |
13,476 | 2020-06-25 19:46:04 | 4,247,921,790,666 | fraud_Treutel-King | travel | 3.23 | 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 | 1673af434fb1a1f9d43171f840d828f7 | 1,372,189,564 | 40.157859 | -83.753737 | 0 |
13,477 | 2020-06-25 19:46:20 | 3,577,578,023,716,568 | fraud_Cruickshank-Mills | entertainment | 41.32 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 2efaf2107e9e06a278c0d4f75912be4c | 1,372,189,580 | 42.028872 | -81.605033 | 0 |
13,478 | 2020-06-25 19:46:44 | 3,576,431,665,303,017 | fraud_Roob-Okuneva | health_fitness | 2.73 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 74bb56bc77cfc71d083f05195156d658 | 1,372,189,604 | 33.174069 | -111.64695 | 0 |
13,479 | 2020-06-25 19:46:45 | 4,328,928,491,302,401 | fraud_Kirlin and Sons | personal_care | 33.95 | 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 | 8b7de05c0d732adb525aefe2a5e221a5 | 1,372,189,605 | 43.602256 | -88.450454 | 0 |
13,480 | 2020-06-25 19:47:15 | 5,127,412,150,261,034 | fraud_Dibbert and Sons | entertainment | 20.07 | David | Campbell | M | 2989 Murray Inlet | Washington | DC | 20,017 | 38.9367 | -76.994 | 601,723 | Psychotherapist, child | 1991-02-04 | 208a04fa2b36a80be00bf8d857c757fe | 1,372,189,635 | 38.871586 | -77.106357 | 0 |
13,481 | 2020-06-25 19:48:39 | 3,576,021,480,694,169 | fraud_Miller-Harris | misc_net | 2.9 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 9c0f5bb1230fafcfd3e956812cb73f46 | 1,372,189,719 | 39.245397 | -96.228468 | 0 |
13,482 | 2020-06-25 19:50:15 | 3,533,012,926,413,100 | fraud_Kuhn LLC | shopping_pos | 9.43 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | 6f4383cd4bb0d9bf35e6ea3d25857e2b | 1,372,189,815 | 43.67632 | -74.507612 | 0 |
13,483 | 2020-06-25 19:50:52 | 370,877,495,212,014 | fraud_Cole, Hills and Jewess | home | 25.26 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | c78997d2920fd25a0c56de38a6ce6b99 | 1,372,189,852 | 36.853875 | -80.603989 | 0 |
13,484 | 2020-06-25 19:51:05 | 4,514,242,065,619,750 | fraud_Thiel-Thiel | entertainment | 252.44 | Janet | Carpenter | F | 9870 Collins Flat | Laramie | WY | 82,072 | 41.4247 | -105.4781 | 35,371 | Pilot, airline | 1988-09-02 | f8ded2d934946b7e6f9ffaa992ef755d | 1,372,189,865 | 41.395269 | -105.187637 | 0 |
13,485 | 2020-06-25 19:51:53 | 3,554,849,923,339,851 | fraud_Brown, Homenick and Lesch | health_fitness | 85.13 | John | Hudson | M | 886 Nicole Key | Stillwater | OK | 74,074 | 36.1043 | -97.0609 | 55,345 | Cabin crew | 1948-05-01 | 354a2786ab0e4fe42fb74a8a3b93b386 | 1,372,189,913 | 35.695914 | -97.356161 | 0 |
13,486 | 2020-06-25 19:52:01 | 4,512,828,414,983,802,000 | fraud_Kub-Heaney | health_fitness | 46.99 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 97d63aa4ac93f9de36ce36b3816ae4c3 | 1,372,189,921 | 39.806715 | -79.771585 | 0 |
13,487 | 2020-06-25 19:52:28 | 3,521,417,320,836,166 | fraud_Heathcote LLC | shopping_net | 2.64 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 5cd8738767fa4372844ce01659be7d64 | 1,372,189,948 | 39.321385 | -87.056953 | 0 |
13,488 | 2020-06-25 19:53:24 | 3,557,442,674,264,531 | fraud_Vandervort-Funk | grocery_pos | 79.16 | Angela | Edwards | F | 486 Wilkins Pines | Lithopolis | OH | 43,136 | 39.8013 | -82.8125 | 460 | Lecturer, higher education | 2004-06-19 | 60ab73625ccdfc0f8e57a67b7e77d3da | 1,372,190,004 | 39.345381 | -82.289365 | 0 |
13,489 | 2020-06-25 19:53:37 | 3,547,560,454,237,873 | fraud_Cronin, Kshlerin and Weber | health_fitness | 15.01 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | 0af9225ea847d60baff1c28108989d9f | 1,372,190,017 | 43.781198 | -86.185468 | 0 |
13,490 | 2020-06-25 19:53:37 | 30,235,438,713,303 | fraud_Feil, Hilpert and Koss | food_dining | 23.51 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | d796826ee89199bb17909eeecacf722d | 1,372,190,017 | 39.123828 | -82.47433 | 0 |
13,491 | 2020-06-25 19:57:00 | 30,273,037,698,427 | fraud_Carroll PLC | health_fitness | 72.56 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 88d1d3a6c74217b4af5e502f65738cd1 | 1,372,190,220 | 34.85154 | -90.816136 | 0 |
13,492 | 2020-06-25 19:57:21 | 6,011,366,578,560,244 | fraud_Cormier, Stracke and Thiel | entertainment | 84.46 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 7d6b142b25f60f598d1b5b84b2942cc7 | 1,372,190,241 | 41.242738 | -77.201726 | 0 |
13,493 | 2020-06-25 19:58:12 | 36,153,880,429,415 | fraud_Schroeder, Wolff and Hermiston | travel | 3.46 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | 12e8d62a6ad0c521a4fe7ddd18afe09c | 1,372,190,292 | 27.422697 | -82.504967 | 0 |
13,494 | 2020-06-25 19:58:48 | 4,488,941,175,228,467 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 115.81 | Jacqueline | Washington | F | 138 Stephen Ridges Apt. 978 | Umatilla | FL | 32,784 | 28.9254 | -81.6801 | 11,432 | Private music teacher | 1986-03-31 | f0903be80c31b750ba1c84cc1121d4d1 | 1,372,190,328 | 29.414838 | -82.447489 | 0 |
13,495 | 2020-06-25 20:00:41 | 4,745,996,322,265 | fraud_Kilback LLC | food_dining | 47.91 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 403493b4cc9addf0ff0484d7b2cdceb1 | 1,372,190,441 | 40.770111 | -86.359016 | 0 |
13,496 | 2020-06-25 20:01:43 | 4,155,021,259,183,870 | fraud_Larkin Ltd | kids_pets | 69.83 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | 8462d68e4379fed0169313d8a77f11d2 | 1,372,190,503 | 34.078163 | -98.628787 | 0 |
13,497 | 2020-06-25 20:01:55 | 4,836,998,673,805,450 | fraud_Gibson-Deckow | entertainment | 69.64 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 9ddb167b6e684c1ae4986e1f40e977b2 | 1,372,190,515 | 45.548843 | -86.694143 | 0 |
13,498 | 2020-06-25 20:02:24 | 213,161,869,125,933 | fraud_Kutch-Wilderman | home | 236.83 | Monica | Lane | F | 3270 Scott Islands | East Andover | ME | 4,226 | 44.6084 | -70.6993 | 190 | Animal nutritionist | 1970-04-17 | c7771ddb48745c9f243698547344ec42 | 1,372,190,544 | 45.24948 | -70.968296 | 0 |
13,499 | 2020-06-25 20:02:28 | 581,686,439,828 | fraud_Turner and Sons | shopping_pos | 5.41 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 11fcb04d4e2f2296782c70561ebb192c | 1,372,190,548 | 42.499237 | -81.011878 | 0 |
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