Unnamed: 0 int64 | trans_date_trans_time string | cc_num int64 | merchant string | category string | amt float64 | first string | last string | gender string | street string | city string | state string | zip int64 | lat float64 | long float64 | city_pop int64 | job string | dob string | trans_num string | unix_time int64 | merch_lat float64 | merch_long float64 | is_fraud int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,282,200 | 2020-06-15 20:44:27 | 3,556,613,125,071,656 | fraud_Lubowitz, Terry and Stracke | personal_care | 5.68 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 217ff748441491945548e1a932e5ceda | 1,371,329,067 | 28.958118 | -95.704257 | 0 |
1,282,201 | 2020-06-15 20:44:36 | 4,102,003,771,126,577,700 | fraud_Hills, Hegmann and Schaefer | health_fitness | 26.55 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | 3df1954e16faf53f05ce5e648659acad | 1,371,329,076 | 33.502431 | -97.060313 | 0 |
1,282,202 | 2020-06-15 20:44:59 | 4,225,990,116,481,262,600 | fraud_Botsford PLC | home | 172.56 | Brian | Simpson | M | 2711 Duran Pines | Honokaa | HI | 96,727 | 20.0827 | -155.488 | 4,878 | Physiotherapist | 1966-12-03 | c7901db5c401fed45e501e037c95e792 | 1,371,329,099 | 20.231606 | -155.497373 | 0 |
1,282,203 | 2020-06-15 20:45:06 | 4,958,589,671,582,727,000 | fraud_Reichert-Weissnat | travel | 5.69 | Aaron | Pena | M | 793 Hooper Tunnel Suite 154 | Burke | VA | 22,015 | 38.7894 | -77.2818 | 43,102 | Health visitor | 1950-11-27 | dc2d3cf0390f1f948b05933b442eeec6 | 1,371,329,106 | 39.277454 | -77.275869 | 0 |
1,282,204 | 2020-06-15 20:45:08 | 30,273,037,698,427 | fraud_Hoppe, Harris and Bednar | entertainment | 73.67 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 9947310706feb16bcf19ba5239dab804 | 1,371,329,108 | 35.068071 | -91.928264 | 0 |
1,282,205 | 2020-06-15 20:45:24 | 4,623,560,839,669 | fraud_Barton LLC | kids_pets | 103.36 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | ce2e1c9544e0fdf3359e00d33744ef02 | 1,371,329,124 | 42.988542 | -94.117991 | 0 |
1,282,206 | 2020-06-15 20:45:25 | 4,446,368,897,795,790 | fraud_Will Ltd | food_dining | 72.46 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | c221df60c85f1f90b39836a175448151 | 1,371,329,125 | 38.682965 | -74.536997 | 0 |
1,282,207 | 2020-06-15 20:46:26 | 4,599,285,557,366,057 | fraud_Stiedemann Inc | misc_pos | 235.46 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | 773edef37cda5be13c72ba8ca671a104 | 1,371,329,186 | 38.32227 | -97.126472 | 0 |
1,282,208 | 2020-06-15 20:46:43 | 3,545,109,339,866,548 | fraud_McCullough, Hudson and Schuster | food_dining | 393.49 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 570d8a3a040eeef9ab87dc0366748f0e | 1,371,329,203 | 33.312574 | -90.023242 | 0 |
1,282,209 | 2020-06-15 20:47:06 | 30,404,291,151,692 | fraud_Konopelski, Schneider and Hartmann | food_dining | 22.76 | Savannah | Lewis | F | 537 Walker Freeway | North Tonawanda | NY | 14,120 | 43.0498 | -78.851 | 45,100 | Ambulance person | 1993-10-25 | 231cee05f23a15de9dfab5678742fdc6 | 1,371,329,226 | 43.694498 | -79.006947 | 0 |
1,282,210 | 2020-06-15 20:47:36 | 4,922,710,831,011,201 | fraud_Kub PLC | personal_care | 96.18 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 819c244ca7e4b2f9eae7009fed9a0c06 | 1,371,329,256 | 40.491683 | -80.587322 | 0 |
1,282,211 | 2020-06-15 20:47:54 | 6,011,724,471,098,086 | fraud_Roob-Okuneva | health_fitness | 32.65 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 7efe51ab7b2707f63eb10782336954fc | 1,371,329,274 | 45.50757 | -119.142667 | 0 |
1,282,212 | 2020-06-15 20:48:15 | 3,577,578,023,716,568 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 100.56 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 7384fa8749c694b0ec18c3f4b4d1ff32 | 1,371,329,295 | 40.204433 | -82.010762 | 0 |
1,282,213 | 2020-06-15 20:48:23 | 3,598,634,130,286,287 | fraud_Zemlak, Tillman and Cremin | personal_care | 41.87 | David | Hughes | M | 707 Butler Parkways Apt. 747 | Omaha | NE | 68,117 | 41.2064 | -95.9953 | 518,429 | Surveyor, land/geomatics | 1995-10-10 | f7b9e5e1f37eaaee97378a60d7e779c6 | 1,371,329,303 | 40.272335 | -96.650282 | 0 |
1,282,214 | 2020-06-15 20:48:29 | 4,561,368,699,336,875 | fraud_Runte-Mohr | food_dining | 4.2 | Pamela | Lewis | F | 653 Jessica Extension Apt. 668 | Clifton | SC | 29,324 | 34.9906 | -81.8327 | 167 | Museum/gallery conservator | 1988-11-01 | 050151757c9d51b54a61990834851200 | 1,371,329,309 | 35.788328 | -82.237054 | 0 |
1,282,215 | 2020-06-15 20:49:10 | 4,099,707,841,315,751 | fraud_Koss, Hansen and Lueilwitz | home | 136.96 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | c426ec9aad0ca2e749f30207ac7bd690 | 1,371,329,350 | 38.31217 | -77.922615 | 0 |
1,282,216 | 2020-06-15 20:49:58 | 676,372,984,911 | fraud_Gottlieb-Hansen | personal_care | 11.99 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | b139bcc2038236ae428443fa73930ec9 | 1,371,329,398 | 39.821193 | -99.334964 | 0 |
1,282,217 | 2020-06-15 20:50:00 | 6,011,917,798,331,152 | fraud_Schroeder, Hauck and Treutel | entertainment | 9.87 | William | Johnson | M | 50843 Vincent Mission | South Londonderry | VT | 5,155 | 43.1699 | -72.8515 | 828 | Scientific laboratory technician | 1957-08-30 | 2586344c28e35cc61183f3147bf628f2 | 1,371,329,400 | 43.01085 | -72.800764 | 0 |
1,282,218 | 2020-06-15 20:50:31 | 5,388,659,976,630,693 | fraud_Schroeder Group | health_fitness | 55.37 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 728f4f48c2185a16c82ab41c3ff8bb0c | 1,371,329,431 | 44.194917 | -91.542708 | 0 |
1,282,219 | 2020-06-15 20:52:35 | 4,292,743,669,224,718,000 | fraud_Gleason-Macejkovic | shopping_net | 5.76 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 3771811d9baa80b8b92d68f6c523cfa5 | 1,371,329,555 | 38.776135 | -76.013469 | 0 |
1,282,220 | 2020-06-15 20:53:23 | 180,094,419,304,907 | fraud_Pagac LLC | shopping_pos | 614.51 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 55ec7e879c0e4aead8102213a227bece | 1,371,329,603 | 33.890403 | -117.562009 | 0 |
1,282,221 | 2020-06-15 20:53:34 | 675,990,301,623 | fraud_Hudson-Grady | shopping_pos | 6.17 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 7101e404803e8a18e430728a81baf649 | 1,371,329,614 | 41.567098 | -73.80889 | 0 |
1,282,222 | 2020-06-15 20:54:17 | 38,295,635,583,927 | fraud_Marvin-Lind | personal_care | 2.38 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | b2d0a7da5a4b00ddbdbfe53d728ae753 | 1,371,329,657 | 32.784621 | -100.135644 | 0 |
1,282,223 | 2020-06-15 20:55:18 | 30,273,037,698,427 | fraud_Gottlieb, Considine and Schultz | shopping_net | 137.43 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | bc8b693373cf47aeb6611e3a485c6e5a | 1,371,329,718 | 36.278975 | -91.553959 | 0 |
1,282,224 | 2020-06-15 20:55:21 | 3,541,160,328,600,277 | fraud_Conroy Ltd | shopping_pos | 119.04 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 2b67aa98c4c87c2fae00ada76305342c | 1,371,329,721 | 38.804342 | -90.387756 | 0 |
1,282,225 | 2020-06-15 20:55:35 | 4,560,395,181,594,436,000 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 2.9 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 4b6be838f11d223502f978d602caef93 | 1,371,329,735 | 38.823582 | -122.306248 | 0 |
1,282,226 | 2020-06-15 20:56:05 | 4,364,010,865,167,176 | fraud_Bernier, Volkman and Hoeger | misc_net | 3.02 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 7b7559924019c2aa9e102543391d8b38 | 1,371,329,765 | 40.305548 | -119.053685 | 0 |
1,282,227 | 2020-06-15 20:56:08 | 30,501,624,614,310 | fraud_Reichert, Huels and Hoppe | shopping_net | 146.78 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 36c0486e6d4794e24bb8c64f5eddb384 | 1,371,329,768 | 32.870668 | -81.012168 | 0 |
1,282,228 | 2020-06-15 20:56:18 | 4,745,996,322,265 | fraud_Spencer-Runolfsson | misc_pos | 107.42 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 42dd8727279615db58b54aa7f22fd280 | 1,371,329,778 | 41.573342 | -86.173045 | 0 |
1,282,229 | 2020-06-15 20:56:35 | 3,506,592,072,985,012 | fraud_Kunde-Sanford | misc_net | 247.13 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | bbfeb9a742b7a8c1fdfc7885cb465665 | 1,371,329,795 | 37.663313 | -90.576286 | 0 |
1,282,230 | 2020-06-15 20:56:48 | 30,434,173,205,605 | fraud_Schmeler Inc | misc_pos | 6.34 | Kylie | Kirby | F | 79816 Jackson Squares | Shedd | OR | 97,377 | 44.453 | -123.1065 | 917 | Radio broadcast assistant | 1995-07-08 | 9610b53ce5207b8618ec845603114326 | 1,371,329,808 | 43.761311 | -124.00688 | 0 |
1,282,231 | 2020-06-15 20:57:12 | 3,590,736,522,064,285 | fraud_Howe PLC | entertainment | 95.82 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 2fd5a22350f757f357fe1f7c26499d4b | 1,371,329,832 | 34.598962 | -92.812332 | 0 |
1,282,232 | 2020-06-15 20:57:15 | 344,709,867,813,900 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 641.24 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 2344c8c6a4d6a8b19c37f3454019fb4b | 1,371,329,835 | 26.853751 | -81.676275 | 0 |
1,282,233 | 2020-06-15 20:57:48 | 6,534,628,260,579,800 | fraud_Macejkovic-Lesch | shopping_pos | 7.12 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 5200f9492c3c927b481ac4d551e24a3f | 1,371,329,868 | 44.765423 | -73.01457 | 0 |
1,282,234 | 2020-06-15 20:58:11 | 2,720,433,095,629,877 | fraud_Reichel LLC | personal_care | 32.88 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | c1c857ea82f7e7fd3d9f62d7ecad56a1 | 1,371,329,891 | 43.060328 | -70.719329 | 0 |
1,282,235 | 2020-06-15 20:58:20 | 3,523,843,138,706,408 | fraud_Dare-Gibson | health_fitness | 8.32 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | 34214728cad3967bfa71cf03b7b6426b | 1,371,329,900 | 31.654166 | -87.923498 | 0 |
1,282,236 | 2020-06-15 20:58:26 | 3,599,237,318,576,484 | fraud_Ziemann-Waters | health_fitness | 255.03 | Jessica | Smith | F | 06808 Ryan Valleys | Dubre | KY | 42,731 | 36.8421 | -85.5396 | 341 | Insurance risk surveyor | 1932-11-19 | a356198171901cb2b7ac00553807f356 | 1,371,329,906 | 37.204631 | -85.5012 | 0 |
1,282,237 | 2020-06-15 20:58:59 | 3,556,613,125,071,656 | fraud_McLaughlin, Armstrong and Koepp | travel | 4.36 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 8fe102d510ee791486e3bdf8210f56c5 | 1,371,329,939 | 29.743221 | -94.712777 | 0 |
1,282,238 | 2020-06-15 20:59:39 | 213,136,802,746,375 | fraud_Fritsch LLC | travel | 256.59 | Christine | Davis | F | 736 Moss Motorway Suite 549 | Humboldt | AZ | 86,329 | 34.5189 | -112.2523 | 1,179 | Civil engineer, contracting | 1955-01-20 | bae41f88592c4cbb438420dd8f147fad | 1,371,329,979 | 34.391469 | -111.481214 | 0 |
1,282,239 | 2020-06-15 20:59:48 | 38,530,489,946,071 | fraud_Baumbach Ltd | personal_care | 245.84 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | a83e356faebecc17af6048a538a12688 | 1,371,329,988 | 35.566067 | -81.133696 | 0 |
1,282,240 | 2020-06-15 20:59:50 | 4,265,776,278,887,457 | fraud_Schimmel-Olson | kids_pets | 7.35 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | 9dbf2c727a08844c7f1c99880ef21d4a | 1,371,329,990 | 35.373899 | -91.706382 | 0 |
1,282,241 | 2020-06-15 20:59:58 | 6,538,441,737,335,434 | fraud_Baumbach Ltd | personal_care | 2.75 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 241f4ab801ab1cc2146997345d649f37 | 1,371,329,998 | 41.040574 | -79.699136 | 0 |
1,282,242 | 2020-06-15 21:00:06 | 4,607,072,969,078,276 | fraud_Boyer PLC | shopping_net | 5.31 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 81ba862bf46d2a4347894642a09d8a40 | 1,371,330,006 | 36.61725 | -97.583541 | 0 |
1,282,243 | 2020-06-15 21:00:08 | 342,952,484,382,519 | fraud_Herman, Treutel and Dickens | misc_net | 26.6 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 08fd834c773d28e2344427dc61848285 | 1,371,330,008 | 41.308195 | -72.630707 | 0 |
1,282,244 | 2020-06-15 21:00:21 | 376,445,266,762,684 | fraud_Stiedemann Ltd | food_dining | 9.51 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 68a7465c50f68c85e9d693f76b37513a | 1,371,330,021 | 41.244017 | -101.470097 | 0 |
1,282,245 | 2020-06-15 21:00:22 | 4,169,759,661,243,568 | fraud_Kling, Howe and Schneider | home | 22.11 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | ce31fca97568348c379144d315d2552d | 1,371,330,022 | 40.488002 | -75.805433 | 0 |
1,282,246 | 2020-06-15 21:00:39 | 36,722,699,017,270 | fraud_Klein Group | entertainment | 237.9 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 3f5c9d9e381cd05933faaee9a28ec76c | 1,371,330,039 | 32.717604 | -110.570643 | 0 |
1,282,247 | 2020-06-15 21:00:51 | 3,529,597,810,116,815 | fraud_Hickle Group | shopping_pos | 2.85 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | f0567e0da6a6d0139f1b349699f17b04 | 1,371,330,051 | 41.046922 | -77.665812 | 0 |
1,282,248 | 2020-06-15 21:01:02 | 4,635,330,563,105,903 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 9.16 | Christina | Rose | F | 1984 Taylor Island Suite 836 | Falls Church | VA | 22,046 | 38.8856 | -77.1802 | 116,155 | Chartered accountant | 1983-07-10 | f418672dd5dc5db4c200c65c6ed2ba09 | 1,371,330,062 | 39.348241 | -76.932439 | 0 |
1,282,249 | 2020-06-15 21:01:12 | 630,423,337,322 | fraud_McDermott, Osinski and Morar | home | 171.46 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 4f025a25e9191530b289ba9d55eae4f5 | 1,371,330,072 | 48.827805 | -118.548613 | 0 |
1,282,250 | 2020-06-15 21:02:00 | 30,026,790,933,302 | fraud_Denesik, Powlowski and Pouros | home | 79.54 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | 198da3fcf02bf48739a73b1498b3e4c2 | 1,371,330,120 | 33.483219 | -90.823784 | 0 |
1,282,251 | 2020-06-15 21:02:10 | 3,551,217,896,304,745 | fraud_Kutch, Steuber and Gerhold | food_dining | 87.75 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | 576c35764319c126b4115658f5b7d7d2 | 1,371,330,130 | 45.066932 | -74.521255 | 0 |
1,282,252 | 2020-06-15 21:02:28 | 4,155,021,259,183,870 | fraud_Ernser-Feest | home | 254.3 | 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 | 1c368c2eb2f06c8f1102fd60c1978fd5 | 1,371,330,148 | 34.218972 | -99.652801 | 0 |
1,282,253 | 2020-06-15 21:02:56 | 4,997,733,566,924,489 | fraud_Eichmann-Kilback | home | 23.71 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | de12953f2fdedad0e51e2ba5b097fa62 | 1,371,330,176 | 45.311466 | -93.149487 | 0 |
1,282,254 | 2020-06-15 21:03:33 | 577,588,686,219 | fraud_Kertzmann LLC | health_fitness | 12.12 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | c94869e9a2611367b85e8eae51dcb32f | 1,371,330,213 | 39.657936 | -80.223008 | 0 |
1,282,255 | 2020-06-15 21:04:00 | 6,011,999,606,625,827 | fraud_Lynch-Wisozk | home | 62.17 | Ronald | Carson | M | 870 Rocha Drive | Harrington Park | NJ | 7,640 | 40.9918 | -73.98 | 4,664 | Radiographer, diagnostic | 1965-06-30 | 2cf15af5f295499aa9344b81adec4ebc | 1,371,330,240 | 41.705707 | -73.581821 | 0 |
1,282,256 | 2020-06-15 21:04:52 | 30,561,214,688,470 | fraud_Cormier, Stracke and Thiel | entertainment | 4.91 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | 45d80f92a323387cd7b12bb025b6c510 | 1,371,330,292 | 41.33791 | -75.764998 | 0 |
1,282,257 | 2020-06-15 21:04:59 | 2,235,335,206,132,667 | fraud_Feil-Morar | health_fitness | 42.8 | Maria | Rosales | F | 6611 Parrish Garden Apt. 428 | Waynesfield | OH | 45,896 | 40.6072 | -83.9585 | 2,089 | Building control surveyor | 1963-06-22 | bb4874142f563bea140a49814247820a | 1,371,330,299 | 40.543314 | -84.668426 | 0 |
1,282,258 | 2020-06-15 21:05:01 | 676,102,124,465 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 74.31 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 5e492faeeba9999e99dc37f3118f54ac | 1,371,330,301 | 39.384703 | -121.305598 | 0 |
1,282,259 | 2020-06-15 21:05:02 | 3,512,365,128,314,616 | fraud_Reichel Inc | entertainment | 121.49 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 4e953f9df5966fd38d9a98fb21deea16 | 1,371,330,302 | 39.019679 | -89.914756 | 0 |
1,282,260 | 2020-06-15 21:05:34 | 30,404,291,151,692 | fraud_Auer-West | shopping_net | 5.82 | Savannah | Lewis | F | 537 Walker Freeway | North Tonawanda | NY | 14,120 | 43.0498 | -78.851 | 45,100 | Ambulance person | 1993-10-25 | dbc7fdb8c0726ba19d64b0f4e1058342 | 1,371,330,334 | 42.789362 | -79.469473 | 0 |
1,282,261 | 2020-06-15 21:05:38 | 4,713,464,490,314,802 | fraud_Streich Ltd | home | 72.09 | Wesley | Parker | M | 7452 Browning Port | Mc Intosh | SD | 57,641 | 45.7084 | -101.1546 | 295 | Designer, industrial/product | 1981-01-26 | b8759121a969d86f116684144a991316 | 1,371,330,338 | 46.31736 | -101.377664 | 0 |
1,282,262 | 2020-06-15 21:05:57 | 6,597,888,193,422,452 | fraud_Haag-Blanda | food_dining | 73.91 | Bill | Lane | M | 4725 Hurst Curve Apt. 634 | Holliday | TX | 76,366 | 33.6751 | -98.6576 | 2,317 | Chief Technology Officer | 1964-08-23 | f70355c499b16a2e7581f20e56d8c850 | 1,371,330,357 | 34.251933 | -98.777026 | 0 |
1,282,263 | 2020-06-15 21:06:21 | 213,157,767,990,030 | fraud_Stoltenberg-Beatty | shopping_pos | 146.53 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 6e898388c129e1706c8af96ad779cf4f | 1,371,330,381 | 41.132257 | -109.690985 | 0 |
1,282,264 | 2020-06-15 21:06:32 | 6,011,399,591,920,186 | fraud_Bernier and Sons | kids_pets | 47.28 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | ff9cfb95c9173a96e9405affd9114332 | 1,371,330,392 | 42.489211 | -74.188448 | 0 |
1,282,265 | 2020-06-15 21:06:50 | 2,283,743,876,903,625 | fraud_Yost, Block and Koepp | misc_pos | 311.59 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 4eeee519c6ee1056ce813f0c02df6fb9 | 1,371,330,410 | 33.592667 | -83.846815 | 0 |
1,282,266 | 2020-06-15 21:07:09 | 3,501,365,119,557,234 | fraud_Fadel-Hilpert | health_fitness | 91.71 | Danielle | Allen | F | 87198 Macias Drive Suite 389 | Loving | NM | 88,256 | 32.274 | -104.0914 | 1,925 | Educational psychologist | 1952-05-26 | 9e71ab3c7e56b50d9625ce63317a9ec6 | 1,371,330,429 | 31.586301 | -103.866146 | 0 |
1,282,267 | 2020-06-15 21:07:28 | 2,720,433,095,629,877 | fraud_Windler, Goodwin and Kovacek | home | 22.12 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 6147c023a7d61d26766051e0f274b203 | 1,371,330,448 | 44.216464 | -70.285437 | 0 |
1,282,268 | 2020-06-15 21:07:34 | 4,992,346,398,065,154,000 | fraud_Homenick LLC | personal_care | 97.68 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | 0caf466bfa4f53376c78ae3b69b9596b | 1,371,330,454 | 40.717759 | -89.281058 | 0 |
1,282,269 | 2020-06-15 21:08:05 | 4,839,615,922,685,395 | fraud_Reilly LLC | home | 1.74 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | 923e433c0877fc21f3403b613c0e1533 | 1,371,330,485 | 39.867947 | -86.294846 | 0 |
1,282,270 | 2020-06-15 21:08:18 | 4,301,028,321,766,222,300 | fraud_Waelchi-Wolf | kids_pets | 56.18 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | b123e378f7b044d7076af5143272c1d4 | 1,371,330,498 | 41.563201 | -81.186471 | 0 |
1,282,271 | 2020-06-15 21:08:28 | 213,124,978,348,176 | fraud_Dare-Gibson | health_fitness | 3.52 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | 868314c45ebbfc566637363638bf195b | 1,371,330,508 | 42.795005 | -78.803629 | 0 |
1,282,272 | 2020-06-15 21:09:01 | 3,559,160,581,764,413 | fraud_O'Keefe-Wisoky | food_dining | 60.46 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 197f5d37a140a535a866fff3563a7ff5 | 1,371,330,541 | 42.004521 | -78.959693 | 0 |
1,282,273 | 2020-06-15 21:09:36 | 5,289,285,402,893,489 | fraud_Lakin, Ferry and Beatty | food_dining | 49.8 | Amanda | Adams | F | 08580 Jeremy Falls | Bay City | OR | 97,107 | 45.5197 | -123.8761 | 1,530 | Colour technologist | 1986-11-24 | 0b237739acf567ad0d37d30fefcc47d8 | 1,371,330,576 | 44.554205 | -122.998424 | 0 |
1,282,274 | 2020-06-15 21:09:39 | 4,423,489,490,781,412 | fraud_Haley, Batz and Auer | health_fitness | 72.55 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | 2fc949df813c1979ee119b7782168bf1 | 1,371,330,579 | 41.482586 | -90.742451 | 0 |
1,282,275 | 2020-06-15 21:10:11 | 4,908,846,471,916,297 | fraud_Daugherty-Thompson | food_dining | 64.01 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | 7fe0b900e6a8ac06ae58454fef888ce8 | 1,371,330,611 | 31.563587 | -96.986111 | 0 |
1,282,276 | 2020-06-15 21:10:18 | 4,855,488,158,131,690,000 | fraud_Wuckert, Wintheiser and Friesen | home | 82.56 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | 92833640b55b9c9ea9e1d0b4c2725ca2 | 1,371,330,618 | 44.153633 | -71.892672 | 0 |
1,282,277 | 2020-06-15 21:10:22 | 30,270,432,095,985 | fraud_Lesch Ltd | shopping_pos | 7.31 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 14dbf23a412a2486c20aad797603a277 | 1,371,330,622 | 40.192661 | -91.119783 | 0 |
1,282,278 | 2020-06-15 21:12:08 | 5,130,484,058,948,421 | fraud_Jast and Sons | food_dining | 54.08 | Ronald | White | M | 25713 Hamilton Grove Apt. 903 | Beaverdam | OH | 45,808 | 40.8314 | -83.9758 | 349 | Museum/gallery conservator | 1978-12-25 | 9911bc69e1a23cd8392eb6ff48fc17fd | 1,371,330,728 | 40.062994 | -84.269288 | 0 |
1,282,279 | 2020-06-15 21:12:19 | 3,598,215,285,024,754 | fraud_Upton PLC | entertainment | 32.4 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 9f41cdc753b4ca745606472c6c57751f | 1,371,330,739 | 40.140053 | -72.585463 | 0 |
1,282,280 | 2020-06-15 21:12:20 | 4,646,845,581,490,336,000 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 144.38 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 9bc5abcde5089262c649ce16515c90dc | 1,371,330,740 | 41.447942 | -73.724627 | 0 |
1,282,281 | 2020-06-15 21:12:30 | 630,484,879,808 | fraud_Sawayn PLC | shopping_pos | 143.16 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | 7f25d0f8dc5650c1c0b93af1a82be740 | 1,371,330,750 | 37.05593 | -119.111211 | 0 |
1,282,282 | 2020-06-15 21:12:37 | 4,464,457,352,619 | fraud_Hermiston, Russel and Price | food_dining | 47.12 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | c6de417f6e474b755d415bb69bd79e91 | 1,371,330,757 | 28.94524 | -85.525933 | 0 |
1,282,283 | 2020-06-15 21:12:53 | 4,181,833,256,558,614,000 | fraud_Mayert Group | shopping_pos | 7.3 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 1284590352e0fed615207ce5d0d816db | 1,371,330,773 | 36.954895 | -106.065879 | 0 |
1,282,284 | 2020-06-15 21:12:59 | 4,103,158,249,977 | fraud_Brown Inc | kids_pets | 60.63 | Christopher | Adkins | M | 3512 Knight Center | Lorenzo | TX | 79,343 | 33.6666 | -101.5277 | 1,571 | Petroleum engineer | 1982-06-27 | 166c2d072b4014eb69612c6efc1beb33 | 1,371,330,779 | 32.938933 | -100.619679 | 0 |
1,282,285 | 2020-06-15 21:13:14 | 376,445,266,762,684 | fraud_Lakin, Ferry and Beatty | food_dining | 8.58 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 42cc61bd17a1d0308c30b9eac1ae847b | 1,371,330,794 | 41.375293 | -100.567953 | 0 |
1,282,286 | 2020-06-15 21:13:41 | 30,143,535,920,989 | fraud_Lemke-Gutmann | shopping_net | 1.53 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | a1783728fd25f711a68f44e7d6668cc7 | 1,371,330,821 | 39.860636 | -75.656823 | 0 |
1,282,287 | 2020-06-15 21:13:49 | 4,067,137,330,196,900 | fraud_Kub PLC | personal_care | 85.07 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | 76afc84efddf6adc475fa2057fb0b154 | 1,371,330,829 | 33.306348 | -88.283194 | 0 |
1,282,288 | 2020-06-15 21:14:07 | 3,545,109,339,866,548 | fraud_Deckow-O'Conner | grocery_pos | 67.96 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 4d8ba316f49951e9ff127daedc892592 | 1,371,330,847 | 33.429995 | -91.312292 | 0 |
1,282,289 | 2020-06-15 21:14:08 | 213,193,596,103,206 | fraud_Schoen, Nienow and Bauch | personal_care | 74.89 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 382a8f08053b9185134033f90249276d | 1,371,330,848 | 45.59413 | -85.047931 | 0 |
1,282,290 | 2020-06-15 21:14:17 | 4,908,846,471,916,297 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 36.36 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | eaee7fc3069023edb11950234d07ff0a | 1,371,330,857 | 32.635513 | -96.810798 | 0 |
1,282,291 | 2020-06-15 21:14:23 | 3,595,192,916,105,588 | fraud_Padberg-Sauer | home | 74.45 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 3e5ca4cf38e38486870f894c0b8e1bd7 | 1,371,330,863 | 36.046858 | -78.443407 | 0 |
1,282,292 | 2020-06-15 21:14:31 | 213,125,815,021,702 | fraud_Ullrich Ltd | kids_pets | 14.61 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | 04c08a2d6024ae79408f9eba077894b6 | 1,371,330,871 | 42.348708 | -75.211465 | 0 |
1,282,293 | 2020-06-15 21:14:47 | 4,839,615,922,685,395 | fraud_Schaefer, Fay and Hilll | entertainment | 99.75 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | e827b44c4b8cc0cc78846826623e0fc3 | 1,371,330,887 | 38.752938 | -87.541842 | 0 |
1,282,294 | 2020-06-15 21:15:25 | 4,430,881,574,719,618 | fraud_Lang, Towne and Schuppe | kids_pets | 23.04 | Alicia | Morales | F | 4456 Dunn Roads | Meredith | CO | 81,642 | 39.3199 | -106.6596 | 61 | Public relations account executive | 1939-11-04 | a53b66d0914e4b94f3ef744c1a9b44ce | 1,371,330,925 | 38.575549 | -106.547777 | 0 |
1,282,295 | 2020-06-15 21:15:59 | 30,135,235,368,675 | fraud_Gaylord-Powlowski | home | 176.21 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | 03e143cb3d62a51a599d2d456e84beab | 1,371,330,959 | 39.50263 | -93.738458 | 0 |
1,282,296 | 2020-06-15 21:16:02 | 4,428,780,983,793,657,300 | fraud_Erdman-Ebert | personal_care | 27.3 | Richard | Waters | M | 7683 Natasha Way Apt. 945 | Waukesha | WI | 53,186 | 42.9993 | -88.2196 | 95,015 | Therapist, occupational | 1946-01-02 | 120306096d79169c3c8a4a25c9cf0b91 | 1,371,330,962 | 42.306632 | -88.717178 | 0 |
1,282,297 | 2020-06-15 21:16:12 | 3,549,202,406,645,667 | fraud_Walter, Hettinger and Kessler | personal_care | 54.77 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | 387f1f7c6427bea6b6fb587d34cd2ad1 | 1,371,330,972 | 42.978898 | -69.702889 | 0 |
1,282,298 | 2020-06-15 21:16:36 | 30,434,173,205,605 | fraud_Ritchie, Bradtke and Stiedemann | travel | 1.86 | Kylie | Kirby | F | 79816 Jackson Squares | Shedd | OR | 97,377 | 44.453 | -123.1065 | 917 | Radio broadcast assistant | 1995-07-08 | ebb9e72581477cff66a151ba3947f3fc | 1,371,330,996 | 43.469921 | -123.85685 | 0 |
1,282,299 | 2020-06-15 21:16:40 | 371,009,169,330,125 | fraud_Bechtelar-Rippin | food_dining | 193.93 | 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 | 61105babb5d60ed3a9926accd10203ce | 1,371,331,000 | 30.394424 | -82.683546 | 0 |
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