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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6,000 | 2019-01-04 20:55:22 | 4,708,992,452,821,239 | fraud_Beier LLC | entertainment | 178.12 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 0d461512ff88565ff984f79a3a769078 | 1,325,710,522 | 36.009209 | -91.385932 | 0 |
6,001 | 2019-01-04 20:56:34 | 4,681,699,462,969 | fraud_Kerluke Inc | misc_net | 520.24 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 3ba12f13c4a715f0353403e97b703c2d | 1,325,710,594 | 35.906249 | -86.920386 | 0 |
6,002 | 2019-01-04 20:58:10 | 370,877,495,212,014 | fraud_Conroy-Emard | food_dining | 28.12 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | c8fda3825ddcf9d4b03af2f1fa67d02d | 1,325,710,690 | 36.064677 | -80.183577 | 0 |
6,003 | 2019-01-04 21:00:05 | 3,524,574,586,339,330 | fraud_Gleason and Sons | kids_pets | 218.57 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | 00ecc922493354d2c44ca3534667a50a | 1,325,710,805 | 27.300142 | -81.357131 | 0 |
6,004 | 2019-01-04 21:00:19 | 213,126,662,687,660 | fraud_Streich, Dietrich and Barton | shopping_net | 3.68 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | a87bfec572429869897d0e3f5370b451 | 1,325,710,819 | 27.338509 | -99.446988 | 0 |
6,005 | 2019-01-04 21:00:54 | 4,446,368,897,795,790 | fraud_Volkman PLC | food_dining | 54.53 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | 108e8da183df91a72773504252ad45c4 | 1,325,710,854 | 36.967495 | -75.203637 | 0 |
6,006 | 2019-01-04 21:01:02 | 3,598,215,285,024,754 | fraud_Medhurst Inc | home | 13.38 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 8de9e05824aad101fac44d5364d281e0 | 1,325,710,862 | 40.540687 | -73.800768 | 0 |
6,007 | 2019-01-04 21:01:13 | 38,797,410,705,641 | fraud_Hauck, Dietrich and Funk | kids_pets | 54.98 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | 88eca0ad4a75d073b1cb6a127c8991e7 | 1,325,710,873 | 42.743511 | -75.054283 | 0 |
6,008 | 2019-01-04 21:02:04 | 6,534,628,260,579,800 | fraud_Goldner-Lemke | entertainment | 93.1 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 147c1fc772ffe62c33225813d102b688 | 1,325,710,924 | 44.792712 | -73.488471 | 0 |
6,009 | 2019-01-04 21:02:12 | 4,861,310,130,652,567,000 | fraud_Towne, Greenholt and Koepp | shopping_net | 105.11 | Ashley | Cruz | F | 65417 Walsh Radial Suite 691 | Saint Amant | LA | 70,774 | 30.2385 | -90.8435 | 10,076 | Surveyor, rural practice | 1977-12-16 | 1bad607c576075334cffca9b863651b3 | 1,325,710,932 | 29.250204 | -91.221807 | 0 |
6,010 | 2019-01-04 21:02:52 | 5,152,054,598,359,927 | fraud_Beier LLC | entertainment | 85.45 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 63837ac52faa89b599e2f97351cb7ff8 | 1,325,710,972 | 30.787874 | -90.749973 | 0 |
6,011 | 2019-01-04 21:04:43 | 30,442,439,074,871 | fraud_Barrows PLC | shopping_pos | 21.56 | Linda | Sanchez | F | 6574 William Hill Apt. 375 | Jermyn | PA | 18,433 | 41.5744 | -75.5881 | 6,508 | Training and development officer | 1981-06-22 | 7bcf0e0a0fdecc5b094161083bc2c520 | 1,325,711,083 | 42.27658 | -75.549131 | 0 |
6,012 | 2019-01-04 21:04:55 | 4,707,867,759,656,333 | fraud_Hermiston, Pacocha and Smith | health_fitness | 127.65 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | fab5980049c5193fb45d29e04eb89127 | 1,325,711,095 | 37.102408 | -82.236059 | 0 |
6,013 | 2019-01-04 21:06:54 | 3,587,960,728,692,500 | fraud_Thompson-Gleason | health_fitness | 6.98 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | 70f4ee4ef167cd133a39e45ef0ecd553 | 1,325,711,214 | 42.195037 | -95.627854 | 0 |
6,014 | 2019-01-04 21:07:45 | 4,294,930,380,592 | fraud_Wuckert-Goldner | home | 62.64 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | 268ac3d29bc7eb280b986ec5d8ff33cb | 1,325,711,265 | 37.147537 | -80.568678 | 0 |
6,015 | 2019-01-04 21:08:34 | 3,587,960,728,692,500 | fraud_Schmeler-Howe | personal_care | 15.89 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | e8f6bb230d9c7f33d55fbfddf11517bf | 1,325,711,314 | 41.501253 | -95.038287 | 0 |
6,016 | 2019-01-04 21:08:48 | 4,716,561,796,955,522 | fraud_Koss, McLaughlin and Mayer | food_dining | 4.38 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 5010296db6350d17f44448677021d0d1 | 1,325,711,328 | 48.204099 | -112.525241 | 0 |
6,017 | 2019-01-04 21:09:31 | 30,153,452,207,526 | fraud_Kutch-Ferry | home | 24.04 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | 2c5917b668fee0ad02b7a7cd260d3ee7 | 1,325,711,371 | 32.160078 | -98.432872 | 0 |
6,018 | 2019-01-04 21:10:40 | 30,131,826,429,364 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 8.62 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | c6d7c92a815cff8170d5d7aac9add9f2 | 1,325,711,440 | 35.773911 | -83.423232 | 0 |
6,019 | 2019-01-04 21:12:51 | 3,589,255,887,819,806 | fraud_Gaylord-Powlowski | home | 146.67 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 8f95798b9f0b3daa094c39b1aa0c9ccd | 1,325,711,571 | 40.572961 | -78.981979 | 0 |
6,020 | 2019-01-04 21:13:27 | 3,547,560,454,237,873 | fraud_Moore, Williamson and Emmerich | home | 28.86 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | b5bfd1bffc352847e0c8d57f3af89e04 | 1,325,711,607 | 44.222055 | -86.055487 | 0 |
6,021 | 2019-01-04 21:13:51 | 4,423,489,490,781,412 | fraud_Padberg-Sauer | home | 58.09 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | dc2085ea316440a4c73a1246b1b35a1d | 1,325,711,631 | 41.586744 | -91.349657 | 0 |
6,022 | 2019-01-04 21:14:44 | 676,102,124,465 | fraud_O'Keefe-Wisoky | food_dining | 93.89 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 6dce85ba6cb8dd3b4c8f8fbb89cef7e9 | 1,325,711,684 | 38.781012 | -121.895802 | 0 |
6,023 | 2019-01-04 21:15:52 | 4,365,382,885,912,355 | fraud_Gaylord-Powlowski | home | 76.18 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | 8bee9555f2c1b069c09f36a7bf352470 | 1,325,711,752 | 48.643955 | -93.639322 | 0 |
6,024 | 2019-01-04 21:16:58 | 4,474,324,669,797,121 | fraud_Champlin-Casper | home | 3.11 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | d0affbb738f26f27259e79516a94e9ef | 1,325,711,818 | 38.41156 | -118.269987 | 0 |
6,025 | 2019-01-04 21:17:16 | 4,255,397,449,664,186,000 | fraud_Lubowitz, Terry and Stracke | personal_care | 24.76 | George | Smith | M | 7377 Walton Extensions Apt. 979 | Dallas | TX | 75,236 | 32.69 | -96.9177 | 1,263,321 | Designer, interior/spatial | 1952-09-27 | 31b7d45d4f7e1056b70441ae4fa8ab0e | 1,325,711,836 | 33.085827 | -97.434971 | 0 |
6,026 | 2019-01-04 21:17:17 | 6,011,860,238,257,910 | fraud_Bins-Howell | personal_care | 41.28 | 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 | 4bd397a08272a164d6a2cd73063a805c | 1,325,711,837 | 36.062445 | -97.239831 | 0 |
6,027 | 2019-01-04 21:17:22 | 60,416,207,185 | fraud_Monahan-Morar | personal_care | 26.74 | Mary | Diaz | F | 9886 Anita Drive | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Information systems manager | 1986-02-17 | 6dbbe7c58049b9b5cf6c0a29793468b0 | 1,325,711,842 | 43.598123 | -108.977767 | 0 |
6,028 | 2019-01-04 21:17:43 | 4,294,930,380,592 | fraud_Zulauf LLC | personal_care | 8.73 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | 0527838a19cec0878e45c0da2c5a5df7 | 1,325,711,863 | 36.79955 | -80.909006 | 0 |
6,029 | 2019-01-04 21:18:25 | 180,018,375,329,178 | fraud_Kozey-Boehm | shopping_net | 11.39 | Michelle | Woods | F | 952 Joseph Throughway | Munith | MI | 49,259 | 42.3703 | -84.2485 | 2,523 | Geophysicist/field seismologist | 1988-03-21 | 710dadcbad9a1be981bf139e20aef833 | 1,325,711,905 | 42.185772 | -84.73877 | 0 |
6,030 | 2019-01-04 21:19:20 | 348,789,608,637,806 | fraud_Cartwright PLC | kids_pets | 48.75 | Megan | Murphy | F | 53696 Laura Radial | Holstein | NE | 68,950 | 40.4542 | -98.6538 | 331 | Telecommunications researcher | 1950-08-19 | 1008ea61ab3386641aab71d564dfca81 | 1,325,711,960 | 40.353942 | -99.309109 | 0 |
6,031 | 2019-01-04 21:19:46 | 6,573,561,108,825,071 | fraud_Hyatt, Russel and Gleichner | health_fitness | 49.06 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | 06c17eb2fd358bab841e53f73f493574 | 1,325,711,986 | 35.541814 | -96.260482 | 0 |
6,032 | 2019-01-04 21:20:43 | 4,629,451,965,224,809 | fraud_Goyette, Howell and Collier | shopping_pos | 4.53 | Karen | Warren | F | 4900 Curtis Gardens Suite 952 | Hahira | GA | 31,632 | 30.9416 | -83.3574 | 10,295 | Teacher, special educational needs | 1997-12-26 | b0994db411d3d4dddfef85323f9276de | 1,325,712,043 | 30.447366 | -83.254425 | 0 |
6,033 | 2019-01-04 21:21:13 | 213,193,596,103,206 | fraud_Wuckert, Wintheiser and Friesen | home | 75.56 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 40cc3b6063d231aa56c3a328959ff1c9 | 1,325,712,073 | 46.350812 | -83.687973 | 0 |
6,034 | 2019-01-04 21:21:36 | 3,556,613,125,071,656 | fraud_Heaney-Marquardt | entertainment | 57.84 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 44d28e05f3f2c1d05d6e5fcf40544c65 | 1,325,712,096 | 29.406755 | -95.580943 | 0 |
6,035 | 2019-01-04 21:22:08 | 38,588,538,868,506 | fraud_Block Group | misc_pos | 6.08 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | ef6fcff8102e5078ff782ef245d1386f | 1,325,712,128 | 30.248368 | -102.724003 | 0 |
6,036 | 2019-01-04 21:22:34 | 6,011,109,736,646,996 | fraud_Will Ltd | food_dining | 40.08 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | 3ac5c75a8d9f9a20c2701bc01bec395a | 1,325,712,154 | 34.606607 | -77.149051 | 0 |
6,037 | 2019-01-04 21:23:29 | 4,607,072,969,078,276 | fraud_Hills, Hegmann and Schaefer | health_fitness | 17.71 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | b03a03f6833d5461eacc91b7a5b3ee5b | 1,325,712,209 | 36.397328 | -97.482512 | 0 |
6,038 | 2019-01-04 21:24:19 | 180,017,442,990,269 | fraud_Dickinson Ltd | personal_care | 12.15 | Michelle | Anderson | F | 28311 Dennis Trace | Albany | NY | 12,222 | 42.6853 | -73.8253 | 151,022 | Designer, textile | 1939-06-01 | a0b2da1174a99c0dfc7d259017cffb53 | 1,325,712,259 | 41.785654 | -72.907368 | 0 |
6,039 | 2019-01-04 21:24:49 | 3,521,815,216,091,574 | fraud_McDermott, Osinski and Morar | home | 85.4 | Wayne | Marsh | M | 172 Leonard Island | Dumont | CO | 80,436 | 39.7532 | -105.6356 | 565 | Mental health nurse | 1978-08-27 | dfa0db0fa68ec5e66da590c91c6ea824 | 1,325,712,289 | 40.300169 | -105.746434 | 0 |
6,040 | 2019-01-04 21:24:54 | 30,131,826,429,364 | fraud_Leffler-Goldner | personal_care | 36.9 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 1ecaf8f2b142ab448f494bb6e3a77295 | 1,325,712,294 | 35.413883 | -83.739527 | 0 |
6,041 | 2019-01-04 21:26:24 | 370,877,495,212,014 | fraud_Donnelly LLC | entertainment | 115.23 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | a3b3aa83f96a11c659a8363c29fee67c | 1,325,712,384 | 36.351753 | -80.411997 | 0 |
6,042 | 2019-01-04 21:27:21 | 4,210,078,554,961,359,000 | fraud_Ziemann-Waters | health_fitness | 56.96 | Valerie | Clark | F | 7402 West Ranch | Lowell | OR | 97,452 | 43.921 | -122.7806 | 1,420 | Systems analyst | 1965-11-11 | 81e2621fc13f83afb2398a4762de346e | 1,325,712,441 | 43.82337 | -122.430097 | 0 |
6,043 | 2019-01-04 21:29:06 | 6,011,399,591,920,186 | fraud_Quitzon-Goyette | home | 8.42 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | e2240caaa95f6790f8e334d63feb8e5c | 1,325,712,546 | 42.652948 | -72.715058 | 0 |
6,044 | 2019-01-04 21:30:21 | 4,586,810,168,620,942 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 51.73 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 900d642c6fd9d1f13dba89b1f1fb94b8 | 1,325,712,621 | 32.334694 | -80.559776 | 0 |
6,045 | 2019-01-04 21:31:31 | 4,040,099,974,063,068,700 | fraud_Fadel, Mertz and Rippin | entertainment | 79.15 | Jeffrey | Lewis | M | 24255 Bryan Square | Palermo | ND | 58,769 | 48.3396 | -102.24 | 229 | Administrator | 1983-03-20 | ffaa10712084a5e32d0fe247fbfc1834 | 1,325,712,691 | 47.342889 | -103.181785 | 0 |
6,046 | 2019-01-04 21:32:06 | 3,598,215,285,024,754 | fraud_Botsford PLC | home | 131.9 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 26900bbc455acff3f2bf673ecd14564b | 1,325,712,726 | 41.596821 | -73.144806 | 0 |
6,047 | 2019-01-04 21:32:13 | 4,189,814,094,741 | fraud_O'Hara-Wilderman | food_dining | 4.56 | Jason | Farmer | M | 33165 Larry Walks Suite 960 | Ragland | AL | 35,131 | 33.7367 | -86.1619 | 4,159 | Educational psychologist | 1998-02-03 | 925c4e75dfbc6e4e1a36953304691329 | 1,325,712,733 | 33.420233 | -85.310814 | 0 |
6,048 | 2019-01-04 21:33:13 | 2,703,186,189,652,095 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 33.3 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | e6ff8e5931f482714096deb62da1b339 | 1,325,712,793 | 35.907155 | -80.595584 | 0 |
6,049 | 2019-01-04 21:34:05 | 571,844,099,986 | fraud_Gleason and Sons | kids_pets | 214.77 | Susan | Mills | F | 005 Cody Estates | Louisville | KY | 40,202 | 38.2507 | -85.7476 | 736,284 | Engineering geologist | 1952-04-02 | a460a91d9609c256f1814833c6b45e27 | 1,325,712,845 | 37.421525 | -84.939441 | 0 |
6,050 | 2019-01-04 21:35:45 | 4,761,403,817,546,679,000 | fraud_Ledner, Hartmann and Feest | health_fitness | 47.4 | Diana | Jacobs | F | 69608 Perez Mountain Apt. 006 | Viola | AR | 72,583 | 36.3924 | -91.9932 | 1,679 | Psychiatric nurse | 1986-05-02 | 12472cdd3e3d588cdf8cc18822d6000f | 1,325,712,945 | 36.797398 | -92.953985 | 0 |
6,051 | 2019-01-04 21:36:23 | 30,131,826,429,364 | fraud_Bahringer Group | health_fitness | 17.56 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | a010480f488e97cada3797c53426d99a | 1,325,712,983 | 35.108617 | -83.721402 | 0 |
6,052 | 2019-01-04 21:36:26 | 3,559,723,917,628,303 | fraud_Bernier and Sons | kids_pets | 53.32 | Matthew | Huerta | M | 622 Williams Trafficway | Ringwood | IL | 60,072 | 42.4048 | -88.3054 | 928 | Outdoor activities/education manager | 1985-05-13 | 8d7c9484b476351d4d6b87e685248132 | 1,325,712,986 | 42.685807 | -88.140354 | 0 |
6,053 | 2019-01-04 21:37:09 | 4,841,313,716,651,064 | fraud_Reichel Inc | entertainment | 70.47 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | a2d406588572fd67a73c47a839853ec1 | 1,325,713,029 | 44.254261 | -72.378345 | 0 |
6,054 | 2019-01-04 21:37:13 | 345,933,964,507,467 | fraud_Halvorson Group | misc_pos | 2.1 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | da7a29a52a86b59db6cf125d42c29c43 | 1,325,713,033 | 37.731914 | -76.063272 | 0 |
6,055 | 2019-01-04 21:37:27 | 3,586,955,669,388,457 | fraud_Gislason Group | travel | 470.23 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | b659bdc1f031acd4b9fff81c0e0b0082 | 1,325,713,047 | 40.636034 | -78.876797 | 0 |
6,056 | 2019-01-04 21:37:46 | 4,822,367,783,500,458 | fraud_Johns-Hoeger | entertainment | 61.23 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | fd828c279244066bcda3581cc5b163a6 | 1,325,713,066 | 27.704959 | -80.713229 | 0 |
6,057 | 2019-01-04 21:37:59 | 4,469,777,115,158,235,000 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 1,545.65 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | eee4817a1ee989b269ba94df23e2d687 | 1,325,713,079 | 43.318089 | -70.893614 | 0 |
6,058 | 2019-01-04 21:38:36 | 3,524,574,586,339,330 | fraud_Metz, Russel and Metz | kids_pets | 50.91 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | 9135a582db71fb17a718524727301590 | 1,325,713,116 | 28.030625 | -80.553203 | 0 |
6,059 | 2019-01-04 21:41:54 | 561,942,763,351 | fraud_Kling, Howe and Schneider | home | 11.03 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | cc232a0640520e4cd5e00cad4cf74a37 | 1,325,713,314 | 38.839436 | -77.62733 | 0 |
6,060 | 2019-01-04 21:42:05 | 6,011,542,681,743,618 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 115.45 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | a68c353e6ccab3eff04470c99c625ca8 | 1,325,713,325 | 38.340635 | -79.292734 | 0 |
6,061 | 2019-01-04 21:42:39 | 3,596,217,206,093,829 | fraud_Weimann-Lockman | kids_pets | 84.22 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | b1cc8108416d676e7d3ca914f8cec82a | 1,325,713,359 | 40.744347 | -91.802473 | 0 |
6,062 | 2019-01-04 21:42:57 | 4,302,480,582,202,074 | fraud_Quitzon-Goyette | home | 78.18 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | ff37423e50ee633d49526be6b9780b5f | 1,325,713,377 | 42.577939 | -86.242661 | 0 |
6,063 | 2019-01-04 21:43:09 | 4,981,132,848,794 | fraud_Berge-Ullrich | home | 47.93 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 030f9e2c475b23577b4486087ea0079e | 1,325,713,389 | 40.082675 | -81.154097 | 0 |
6,064 | 2019-01-04 21:43:56 | 3,566,094,707,272,327 | fraud_Turner, Ziemann and Lehner | food_dining | 39 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 5edf47d79d62b9bd25c1db6b3eea95f5 | 1,325,713,436 | 33.523544 | -119.27055 | 0 |
6,065 | 2019-01-04 21:44:00 | 6,540,981,358,631,302 | fraud_Koss, Hansen and Lueilwitz | home | 134.1 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | b84eaf2cfbf01922eecf89328d953c38 | 1,325,713,440 | 43.238783 | -82.991478 | 0 |
6,066 | 2019-01-04 21:44:02 | 4,312,133,045,694,601,000 | fraud_Hettinger, McCullough and Fay | home | 14.67 | Julian | Price | M | 086 Pierce Cove | Pikesville | MD | 21,208 | 39.3764 | -76.729 | 33,917 | Company secretary | 1977-06-12 | c217b28c2a29691259997439a8a95dd9 | 1,325,713,442 | 38.780047 | -75.934858 | 0 |
6,067 | 2019-01-04 21:44:37 | 3,521,417,320,836,166 | fraud_Macejkovic-Lesch | shopping_pos | 17.65 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | c2f9ab67f28003a0ae682acf647866bd | 1,325,713,477 | 39.724918 | -86.735705 | 0 |
6,068 | 2019-01-04 21:44:38 | 3,512,365,128,314,616 | fraud_Padberg-Sauer | home | 144.94 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 9818ea2198b5e5374f33db297ab38371 | 1,325,713,478 | 39.04423 | -89.498053 | 0 |
6,069 | 2019-01-04 21:46:08 | 4,239,436,242,473 | fraud_Crist, Jakubowski and Littel | home | 60.97 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | 9cc5aa11409a4725612d6234dd6ed0f2 | 1,325,713,568 | 38.072543 | -76.832822 | 0 |
6,070 | 2019-01-04 21:46:16 | 3,576,431,665,303,017 | fraud_Erdman-Schaden | personal_care | 86.09 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 72227710ca3dd2a05ca4d8ffa87c32ee | 1,325,713,576 | 33.954712 | -111.883967 | 0 |
6,071 | 2019-01-04 21:46:29 | 2,252,055,259,910,912 | fraud_Larkin, Stracke and Greenfelder | entertainment | 77.15 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | 1da562778032e1a317fb3bdd1f3d4ae3 | 1,325,713,589 | 44.052009 | -90.926689 | 0 |
6,072 | 2019-01-04 21:49:09 | 3,500,969,075,198,072 | fraud_Mayert Group | shopping_pos | 187.37 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 6dc1a9d6166830f248c9fae6459d9e13 | 1,325,713,749 | 47.324704 | -117.5106 | 0 |
6,073 | 2019-01-04 21:49:23 | 3,540,075,240,003,197 | fraud_Romaguera Ltd | health_fitness | 11.25 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | 32944debcc537b944b3dd904196e2e26 | 1,325,713,763 | 45.234794 | -94.179831 | 0 |
6,074 | 2019-01-04 21:49:59 | 180,047,222,886,866 | fraud_Kub-Heaney | health_fitness | 50.78 | Christine | Shaffer | F | 14017 Thomas Plaza | Loami | IL | 62,661 | 39.6704 | -89.8588 | 1,213 | English as a foreign language teacher | 1991-04-22 | 9a0a3ad182f7fd4413e3e7d06c180301 | 1,325,713,799 | 39.943816 | -89.215157 | 0 |
6,075 | 2019-01-04 21:50:58 | 3,585,740,823,295,298 | fraud_Schroeder, Wolff and Hermiston | travel | 9.7 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 7b103a505301b335673cdab2ee0d7be8 | 1,325,713,858 | 34.281442 | -99.275184 | 0 |
6,076 | 2019-01-04 21:51:14 | 4,715,741,951,931,169,000 | fraud_Reichert-Weissnat | travel | 4.02 | Robert | Drake | M | 463 Willie Estates | Burbank | OK | 74,633 | 36.6966 | -96.7869 | 471 | Sub | 1941-03-30 | a662066ae3fce06725f6cf7b60c13e1a | 1,325,713,874 | 36.526382 | -96.897054 | 0 |
6,077 | 2019-01-04 21:51:16 | 6,011,652,924,285,713 | fraud_Bechtelar-Rippin | food_dining | 77.6 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | aff8e30671b29ca2b7280986babea70e | 1,325,713,876 | 37.673936 | -92.438673 | 0 |
6,078 | 2019-01-04 21:51:38 | 3,552,581,383,553,463 | fraud_Padberg-Sauer | home | 125.06 | Jonathan | Castro | M | 200 Christie Mills Apt. 307 | Andrews | NC | 28,901 | 35.1959 | -83.8228 | 5,354 | Retail buyer | 1965-04-13 | 7cc29e7b311756bee5dec6dadca09d0a | 1,325,713,898 | 34.388469 | -82.826392 | 0 |
6,079 | 2019-01-04 21:52:00 | 4,292,902,571,056,973,300 | fraud_Hyatt-Blick | travel | 6.71 | Jeffrey | Smith | M | 135 Joseph Mountains | Sula | MT | 59,871 | 45.8433 | -113.8748 | 218 | Therapist, horticultural | 1995-08-16 | b44af968ed68ff5124b9aff379103c4f | 1,325,713,920 | 45.156741 | -113.382615 | 0 |
6,080 | 2019-01-04 21:52:29 | 4,390,966,588,600,993,000 | fraud_Parker-Kunde | personal_care | 22.46 | Kyle | Simmons | M | 8149 Harris Divide | Oklahoma City | OK | 73,134 | 35.6174 | -97.5583 | 640,470 | Advertising copywriter | 1966-06-24 | 1a5756f4b678e84db596b6dfc56be711 | 1,325,713,949 | 34.73267 | -98.41774 | 0 |
6,081 | 2019-01-04 21:53:17 | 3,533,012,926,413,100 | fraud_Cole, Hills and Jewess | home | 79.17 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | e2d661a9d628801c258a5a7d41e2b809 | 1,325,713,997 | 43.836306 | -75.296048 | 0 |
6,082 | 2019-01-04 21:54:04 | 4,981,132,848,794 | fraud_Hauck, Dietrich and Funk | kids_pets | 10.64 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 9ac816ff343f7f273bf96a34d2eeaab6 | 1,325,714,044 | 39.142115 | -81.074536 | 0 |
6,083 | 2019-01-04 21:54:07 | 4,181,833,256,558,614,000 | fraud_Kub PLC | personal_care | 27.04 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 91579c2bf5e44fe1eabec52ee104332b | 1,325,714,047 | 37.481903 | -105.621449 | 0 |
6,084 | 2019-01-04 21:55:19 | 3,563,837,241,599,446 | fraud_Waelchi Inc | kids_pets | 6.12 | 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 | f244fed102dd5a7fabca0c9d017a29b6 | 1,325,714,119 | 46.248458 | -122.690474 | 0 |
6,085 | 2019-01-04 21:55:22 | 3,585,740,823,295,298 | fraud_Jewess LLC | shopping_pos | 3.47 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | b3c5333297cea9154d998db45aee1e65 | 1,325,714,122 | 33.888866 | -98.954435 | 0 |
6,086 | 2019-01-04 21:55:28 | 60,423,098,130 | fraud_Kling, Howe and Schneider | home | 1.08 | Jason | Gray | M | 875 Amy Point | Amorita | OK | 73,719 | 36.9412 | -98.2458 | 83 | Barrister's clerk | 1958-07-28 | 046ac59dc2f4f918cda4969de2540efc | 1,325,714,128 | 36.698861 | -98.466686 | 0 |
6,087 | 2019-01-04 21:55:29 | 30,442,439,074,871 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 227.69 | Linda | Sanchez | F | 6574 William Hill Apt. 375 | Jermyn | PA | 18,433 | 41.5744 | -75.5881 | 6,508 | Training and development officer | 1981-06-22 | 9186160bb9e0d6bb39cfe83ef0cf96ce | 1,325,714,129 | 41.279149 | -75.591796 | 0 |
6,088 | 2019-01-04 21:57:12 | 180,042,946,491,150 | fraud_Tillman LLC | travel | 6.45 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | 4f8c244c2b5f05710a6610601f47f092 | 1,325,714,232 | 28.617628 | -83.422944 | 0 |
6,089 | 2019-01-04 21:58:20 | 4,874,017,206,859,125 | fraud_Ruecker, Beer and Collier | shopping_net | 112.55 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | 587513b33fe73f245b589c9e446c3060 | 1,325,714,300 | 45.115532 | -123.137364 | 0 |
6,090 | 2019-01-04 21:59:11 | 30,238,755,902,988 | fraud_Hills-Boyer | personal_care | 12.23 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | aa7a3eed996c3dcada88ef28139ff8c7 | 1,325,714,351 | 30.180088 | -97.581362 | 0 |
6,091 | 2019-01-04 21:59:20 | 346,273,234,529,002 | fraud_Kling, Howe and Schneider | home | 70.88 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | b766b370499a9b4eb0d76b710866d107 | 1,325,714,360 | 37.675784 | -80.992105 | 0 |
6,092 | 2019-01-04 22:00:03 | 4,208,110,975,550,360,000 | fraud_Weimann-Lockman | kids_pets | 45.94 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | c2683c03a64bcffcad8924850f320d78 | 1,325,714,403 | 31.892025 | -82.200152 | 0 |
6,093 | 2019-01-04 22:00:14 | 676,372,984,911 | fraud_Schimmel-Olson | kids_pets | 18.87 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | aa1d177924431c68542130943ac95283 | 1,325,714,414 | 40.465394 | -97.812145 | 0 |
6,094 | 2019-01-04 22:01:20 | 30,030,380,240,193 | fraud_Crooks and Sons | personal_care | 71.59 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | 9f600860d23c305c5b3230f7ee2893b9 | 1,325,714,480 | 29.513696 | -99.088707 | 0 |
6,095 | 2019-01-04 22:01:30 | 3,552,581,383,553,463 | fraud_Osinski Inc | personal_care | 67.71 | Jonathan | Castro | M | 200 Christie Mills Apt. 307 | Andrews | NC | 28,901 | 35.1959 | -83.8228 | 5,354 | Retail buyer | 1965-04-13 | 6c95a6afbdd53cc6f8c2af795ce7f392 | 1,325,714,490 | 35.53791 | -83.337264 | 0 |
6,096 | 2019-01-04 22:01:47 | 4,841,313,716,651,064 | fraud_Bahringer, Osinski and Block | food_dining | 56.11 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | 32a3350ba7fef4ce262f8f9096eacf9b | 1,325,714,507 | 43.367081 | -72.45984 | 0 |
6,097 | 2019-01-04 22:02:43 | 4,561,546,772,499 | fraud_Okuneva, Schneider and Rau | shopping_pos | 9.79 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 3b0765373ed2092172e8fade40410445 | 1,325,714,563 | 35.420413 | -105.719273 | 0 |
6,098 | 2019-01-04 22:03:31 | 30,197,398,657,930 | fraud_Hills-Witting | shopping_net | 21.08 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | 6eb704befcf11983f4def597ed686832 | 1,325,714,611 | 37.104812 | -78.114938 | 0 |
6,099 | 2019-01-04 22:03:41 | 3,504,178,999,463,051 | fraud_Ernser-Lynch | food_dining | 87.35 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | 506e1f60e6445ac1b8ac96859decc282 | 1,325,714,621 | 40.213091 | -84.720141 | 0 |
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