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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,286,500 | 2020-06-16 22:51:33 | 3,576,431,665,303,017 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 1,855.18 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 5ce465e29e769465ffdc9f7a022d2693 | 1,371,423,093 | 33.219428 | -112.689173 | 0 |
1,286,501 | 2020-06-16 22:52:02 | 30,596,478,689,301 | fraud_Frami Group | entertainment | 40.39 | Daniel | Graham | M | 28223 Ward Summit Apt. 664 | Arvada | CO | 80,005 | 39.8422 | -105.1097 | 122,111 | Hotel manager | 1987-05-23 | c57a625ccf49df6912e341e19906e1d3 | 1,371,423,122 | 39.124003 | -105.61073 | 0 |
1,286,502 | 2020-06-16 22:52:05 | 371,226,440,126,102 | fraud_Fritsch LLC | travel | 21.35 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 40762ed6ed13b8d1da9606da59a4d088 | 1,371,423,125 | 39.617142 | -89.121511 | 0 |
1,286,503 | 2020-06-16 22:52:06 | 30,044,330,818,990 | fraud_Sporer-Keebler | personal_care | 30.38 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | cb4be420529c6a6b85d61557e0b6b49f | 1,371,423,126 | 26.538005 | -81.976299 | 0 |
1,286,504 | 2020-06-16 22:52:36 | 4,634,955,908,138,648 | fraud_Block-Parisian | misc_net | 92.47 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | cc188808706412c7a94bba1bb79d323f | 1,371,423,156 | 41.188991 | -96.101903 | 0 |
1,286,505 | 2020-06-16 22:52:39 | 36,913,587,729,122 | fraud_Pagac LLC | shopping_pos | 4.97 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | ac7056c05bdde5a41ca97f3d3d13cb8b | 1,371,423,159 | 44.427838 | -116.454344 | 0 |
1,286,506 | 2020-06-16 22:52:40 | 4,254,074,738,931,278 | fraud_Schiller, Blanda and Johnson | home | 64.52 | Gary | Hall | M | 69085 Short Shores | Allentown | NY | 14,707 | 42.0737 | -78.0594 | 239 | Radio producer | 1956-05-02 | 3d1731afaee843288813678d90a7c4f8 | 1,371,423,160 | 42.077192 | -77.224918 | 0 |
1,286,507 | 2020-06-16 22:53:03 | 3,502,088,871,723,054 | fraud_Abshire PLC | entertainment | 28.65 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | a3fa007155b0bb6213ad60d4b812c3f2 | 1,371,423,183 | 39.115589 | -76.743768 | 0 |
1,286,508 | 2020-06-16 22:53:38 | 4,642,255,475,285,942 | fraud_Medhurst Inc | home | 3.2 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 4587560c56c1f13427371344ad88632e | 1,371,423,218 | 39.116949 | -110.556725 | 0 |
1,286,509 | 2020-06-16 22:53:46 | 6,593,939,509,150,446 | fraud_Kihn, Brakus and Goyette | personal_care | 100.94 | Margaret | Ward | F | 244 Jeffery Rapids | Azusa | CA | 91,702 | 34.1248 | -117.9031 | 59,705 | Civil Service fast streamer | 1983-06-23 | 421d3fa1efbb6d51390a75719237e863 | 1,371,423,226 | 34.323113 | -117.114846 | 0 |
1,286,510 | 2020-06-16 22:53:47 | 4,777,065,439,639,721 | fraud_Waelchi Inc | kids_pets | 56.61 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | a07efe03cd9cfd4dcf7daec8e5beddf9 | 1,371,423,227 | 39.669209 | -76.163077 | 0 |
1,286,511 | 2020-06-16 22:53:47 | 567,868,110,212 | fraud_Streich, Rolfson and Wilderman | kids_pets | 59.71 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 024cf7187fd45d8a655ae09f10e86e01 | 1,371,423,227 | 28.853606 | -96.208078 | 0 |
1,286,512 | 2020-06-16 22:54:08 | 6,538,891,242,532,018 | fraud_Volkman-Predovic | shopping_net | 1.62 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | 979d04167dd2258ce319f479bfda4aa2 | 1,371,423,248 | 35.098919 | -90.064647 | 0 |
1,286,513 | 2020-06-16 22:54:20 | 4,716,561,796,955,522 | fraud_Keeling-Crist | misc_pos | 3.2 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 49e144abeef29f0493023371ec9db8ff | 1,371,423,260 | 49.187 | -112.784976 | 0 |
1,286,514 | 2020-06-16 22:54:31 | 30,235,438,713,303 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 22.9 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 8f108f7bfb9355dc6fbba42c103a32d4 | 1,371,423,271 | 39.13805 | -82.809161 | 0 |
1,286,515 | 2020-06-16 22:54:39 | 4,992,346,398,065,154,000 | fraud_Skiles LLC | home | 31.15 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | 1ae172f6a709c89edfa2567be4c1fd3f | 1,371,423,279 | 41.239855 | -89.673757 | 0 |
1,286,516 | 2020-06-16 22:55:23 | 4,005,676,619,255,478 | fraud_Ullrich Ltd | kids_pets | 22.74 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 9086bd218e4e99d348d858824b1840a2 | 1,371,423,323 | 29.950914 | -90.203287 | 0 |
1,286,517 | 2020-06-16 22:55:24 | 30,230,540,139,182 | fraud_Schneider, Hayes and Nikolaus | food_dining | 56.61 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | 472b9591f34c35344314648963c3d823 | 1,371,423,324 | 41.409071 | -77.572316 | 0 |
1,286,518 | 2020-06-16 22:55:33 | 2,291,163,933,867,244 | fraud_Walter, Hettinger and Kessler | personal_care | 18.94 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | 1fa1044352297c87a87061d0f8be4cc9 | 1,371,423,333 | 34.749546 | -81.884414 | 0 |
1,286,519 | 2020-06-16 22:56:35 | 4,040,099,974,063,068,700 | fraud_Shanahan-Lehner | personal_care | 67.22 | Jeffrey | Lewis | M | 24255 Bryan Square | Palermo | ND | 58,769 | 48.3396 | -102.24 | 229 | Administrator | 1983-03-20 | b998f9a47fa81fde98833d00e4cc0c5e | 1,371,423,395 | 47.480503 | -102.253385 | 0 |
1,286,520 | 2020-06-16 22:56:56 | 568,279,015,842 | fraud_Fadel Inc | health_fitness | 79.83 | Micheal | Hernandez | M | 6139 Mark Rapid Apt. 651 | Christine | ND | 58,015 | 46.5522 | -96.7909 | 291 | Television floor manager | 1991-05-01 | c6e965da24c33f0b400c909ab212f3d1 | 1,371,423,416 | 46.445156 | -97.141826 | 0 |
1,286,521 | 2020-06-16 22:56:57 | 5,596,347,693,144,598 | fraud_Abbott-Steuber | personal_care | 88.92 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | 9bf411142c3967a0d404a268ce25a1e3 | 1,371,423,417 | 29.652104 | -90.906631 | 0 |
1,286,522 | 2020-06-16 22:57:12 | 4,149,635,823,017 | fraud_Schoen-Quigley | kids_pets | 32.07 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | c639001c2d35d60a8c6ea6f0c9940138 | 1,371,423,432 | 34.640418 | -86.480519 | 0 |
1,286,523 | 2020-06-16 22:57:32 | 6,011,603,272,871,604 | fraud_Larkin Ltd | kids_pets | 36.5 | Robert | Holland | M | 431 Tracy Expressway | Milner | GA | 30,257 | 33.141 | -84.1759 | 4,138 | Field seismologist | 1969-05-16 | da7353079110efe8675afa46536dbe42 | 1,371,423,452 | 33.527082 | -83.976965 | 0 |
1,286,524 | 2020-06-16 22:58:38 | 36,192,615,525,683 | fraud_Stamm-Witting | shopping_net | 398.3 | Susan | Garcia | F | 582 Rodriguez Wells | Albuquerque | NM | 87,109 | 35.1506 | -106.569 | 641,349 | Civil Service administrator | 1976-04-11 | 385c099f4f04f7947ae9fbbb5f4761dc | 1,371,423,518 | 35.851414 | -107.060409 | 0 |
1,286,525 | 2020-06-16 22:59:44 | 344,709,867,813,900 | fraud_Bahringer Group | health_fitness | 12.95 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | b606311db70e31cea6ebf8fc291f9b5f | 1,371,423,584 | 26.728126 | -80.948322 | 0 |
1,286,526 | 2020-06-16 23:01:06 | 346,273,234,529,002 | fraud_Stark-Batz | entertainment | 62.19 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | 7573fcd2a33c7413c3beedd5a1c2281e | 1,371,423,666 | 38.61262 | -80.930262 | 0 |
1,286,527 | 2020-06-16 23:01:37 | 377,895,991,033,232 | fraud_Brown Inc | kids_pets | 17.77 | Kimberly | Myers | F | 6881 King Isle Suite 228 | Higganum | CT | 6,441 | 41.4682 | -72.5751 | 5,438 | Librarian, academic | 1964-11-17 | 27bd39ad462b44feec0b807e288ecdf5 | 1,371,423,697 | 41.405226 | -72.415581 | 0 |
1,286,528 | 2020-06-16 23:01:38 | 676,148,621,961 | fraud_Jacobi Inc | health_fitness | 7 | Jennifer | Vega | F | 91644 Crystal Drives | Eagarville | IL | 62,023 | 39.1118 | -89.7855 | 91 | Materials engineer | 1962-11-18 | c328fcd945d81028ed0abe0ebf58316f | 1,371,423,698 | 39.400178 | -90.740574 | 0 |
1,286,529 | 2020-06-16 23:02:31 | 4,951,647,200,979,051 | fraud_Turcotte, McKenzie and Koss | entertainment | 590.39 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | b7fc189d00bb82992919a820a9141f65 | 1,371,423,751 | 38.534568 | -89.686556 | 1 |
1,286,530 | 2020-06-16 23:02:39 | 3,563,837,241,599,446 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 9.62 | 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 | 79fab3d3ad1327ed3cad2ddcafb7102e | 1,371,423,759 | 44.986782 | -122.864348 | 0 |
1,286,531 | 2020-06-16 23:03:17 | 4,099,707,841,315,751 | fraud_Wiza LLC | misc_pos | 5.09 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 38e59bbce3713cd4bd3de0afccbd5235 | 1,371,423,797 | 39.091432 | -77.76907 | 0 |
1,286,532 | 2020-06-16 23:03:21 | 2,254,917,871,818,484 | fraud_Kihn, Abernathy and Douglas | shopping_net | 7.98 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | c90bbab03a98daad73089817cdcdc7ed | 1,371,423,801 | 37.331857 | -75.42672 | 0 |
1,286,533 | 2020-06-16 23:04:15 | 3,598,014,571,045,296 | fraud_Crona and Sons | kids_pets | 91.84 | Lisa | Clark | F | 07943 Davis River | Grimesland | NC | 27,837 | 35.558 | -77.2566 | 5,903 | Manufacturing systems engineer | 1993-10-07 | e38e2b706868e232a5a366d2586ae4c9 | 1,371,423,855 | 35.876881 | -76.61619 | 0 |
1,286,534 | 2020-06-16 23:04:24 | 180,067,151,859,700 | fraud_Pacocha-Weissnat | kids_pets | 96.08 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | d5445acddda7de7bc6d3fdb950ddc9c5 | 1,371,423,864 | 40.79563 | -88.909484 | 0 |
1,286,535 | 2020-06-16 23:04:40 | 3,506,592,072,985,012 | fraud_Barrows PLC | shopping_pos | 6.8 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | 72ea00935ccf57f34d3c06fe70472873 | 1,371,423,880 | 39.576094 | -91.239486 | 0 |
1,286,536 | 2020-06-16 23:04:53 | 2,268,221,587,779,419 | fraud_Fahey Inc | kids_pets | 4.77 | Peggy | Berry | F | 517 Vasquez Lodge | Vancouver | WA | 98,665 | 45.6892 | -122.6616 | 299,480 | Teaching laboratory technician | 1985-01-02 | c453b009b41fee1bd4c1e7aabc4de79d | 1,371,423,893 | 46.225873 | -123.340922 | 0 |
1,286,537 | 2020-06-16 23:05:36 | 4,587,577,161,160,601 | fraud_Leannon-Nikolaus | travel | 1.73 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 5aa10d2d75ae5a95ed7841e2fc7c3558 | 1,371,423,936 | 44.244674 | -69.816938 | 0 |
1,286,538 | 2020-06-16 23:06:03 | 6,011,893,664,860,915 | fraud_Fadel-Hilpert | health_fitness | 59.5 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 23228ea4db0ade84d2c7de309b245446 | 1,371,423,963 | 39.076158 | -105.60934 | 0 |
1,286,539 | 2020-06-16 23:06:52 | 4,890,424,426,862,857,000 | fraud_Swift PLC | kids_pets | 9.01 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 8c74eb4a5d8bb96ffbde110d15ed59d2 | 1,371,424,012 | 39.22703 | -120.717654 | 0 |
1,286,540 | 2020-06-16 23:07:02 | 3,586,008,444,788,268 | fraud_Morissette-Schaefer | personal_care | 109.98 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | f9cc30dcbd8c2eb2179e53ced8092304 | 1,371,424,022 | 47.724394 | -121.088505 | 0 |
1,286,541 | 2020-06-16 23:07:07 | 3,525,590,521,269,779 | fraud_Kihn-Fritsch | food_dining | 3.71 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | fa0f3d4ff76e276092f2fbeb7d02e448 | 1,371,424,027 | 35.440032 | -79.127984 | 0 |
1,286,542 | 2020-06-16 23:07:32 | 30,263,540,414,123 | fraud_Welch, Rath and Koepp | entertainment | 113.97 | Erik | Patterson | M | 162 Jessica Row Apt. 072 | Hatch | UT | 84,735 | 37.7175 | -112.4777 | 258 | Geoscientist | 1961-11-24 | 3bb17a61c1d3c6d28a9793b08792bcf6 | 1,371,424,052 | 38.581463 | -113.434383 | 0 |
1,286,543 | 2020-06-16 23:07:57 | 4,560,395,181,594,436,000 | fraud_Padberg-Rogahn | entertainment | 48.67 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | d0affa58a902739840d9077afcb95f92 | 1,371,424,077 | 38.218725 | -123.450807 | 0 |
1,286,544 | 2020-06-16 23:08:04 | 3,566,875,419,572,867 | fraud_Hills, Hegmann and Schaefer | health_fitness | 74.48 | Adam | Mcdonald | M | 997 Cameron Meadow Apt. 980 | South Hero | VT | 5,486 | 44.64 | -73.3113 | 1,654 | Transport planner | 1991-01-31 | fa67080bdf100682b52d35eb65466da4 | 1,371,424,084 | 44.734718 | -74.276801 | 0 |
1,286,545 | 2020-06-16 23:08:28 | 4,874,017,206,859,125 | fraud_Kihn-Fritsch | food_dining | 193.41 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | ed31b5728c8962b6b9a88e342c702f8a | 1,371,424,108 | 45.162849 | -121.801249 | 0 |
1,286,546 | 2020-06-16 23:08:41 | 3,551,217,896,304,745 | fraud_Rau-Grant | kids_pets | 7.3 | 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 | 9d47f6a1850568af2c532838c707b73b | 1,371,424,121 | 43.934728 | -73.719489 | 0 |
1,286,547 | 2020-06-16 23:08:50 | 377,550,167,323,848 | fraud_Homenick LLC | personal_care | 16.35 | Kevin | Walters | M | 87227 Tapia Burgs | Auburn | ME | 4,210 | 44.0948 | -70.239 | 23,045 | Tourist information centre manager | 1958-09-02 | 39028f0cebe8785477fdb0e48e63d85b | 1,371,424,130 | 44.017836 | -69.265936 | 0 |
1,286,548 | 2020-06-16 23:09:07 | 3,560,697,798,177,746 | fraud_Bednar PLC | kids_pets | 57.89 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 231725fb2a0da281341740cd079186a1 | 1,371,424,147 | 34.527302 | -115.682642 | 0 |
1,286,549 | 2020-06-16 23:10:43 | 2,297,447,006,766,555 | fraud_Morissette LLC | entertainment | 51.9 | Laura | Walker | F | 611 Michael Rue | Cisco | IL | 61,830 | 39.9972 | -88.6962 | 478 | Landscape architect | 1960-01-13 | 085aba1ee5b8c1965af07e4f00f85d05 | 1,371,424,243 | 39.845161 | -88.796104 | 0 |
1,286,550 | 2020-06-16 23:10:53 | 30,238,755,902,988 | fraud_Erdman-Ebert | personal_care | 36.01 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | d391d6d2705089c53da6f240071fd0cb | 1,371,424,253 | 29.786368 | -97.956104 | 0 |
1,286,551 | 2020-06-16 23:10:54 | 2,227,671,554,547,514 | fraud_Lubowitz, Terry and Stracke | personal_care | 27.57 | Angie | Jones | F | 6970 Blake Trail | Clearwater | FL | 33,760 | 27.9004 | -82.7152 | 172,247 | Geneticist, molecular | 1979-10-22 | 7a54ee38276fae28f6a8f1d25f6c0f5f | 1,371,424,254 | 28.773566 | -83.566968 | 0 |
1,286,552 | 2020-06-16 23:12:14 | 4,841,313,716,651,064 | fraud_Erdman-Ebert | personal_care | 69.98 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | c88c73004df0447ee83e1692c3d490d7 | 1,371,424,334 | 43.273893 | -73.379603 | 0 |
1,286,553 | 2020-06-16 23:12:16 | 4,561,546,772,499 | fraud_Botsford PLC | home | 260.27 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | cd9e145c2f1a629dddb756d4e71a1d47 | 1,371,424,336 | 35.470772 | -105.090583 | 0 |
1,286,554 | 2020-06-16 23:12:36 | 6,011,252,220,172,077 | fraud_Osinski Inc | personal_care | 6.76 | Melvin | Wright | M | 210 Dean Causeway Suite 130 | Alton | IA | 51,003 | 42.9782 | -96.0173 | 1,700 | Engineer, land | 2001-12-19 | e251d3f94a071c9ade2e0fe4a8289b41 | 1,371,424,356 | 42.340835 | -96.893427 | 0 |
1,286,555 | 2020-06-16 23:12:44 | 180,065,479,077,096 | fraud_Baumbach Ltd | personal_care | 2.71 | Krystal | Gamble | F | 47152 Clayton Burg | Manchester | MD | 21,102 | 39.6747 | -76.8941 | 11,751 | Clinical research associate | 1964-02-15 | b56e16790b4e7fb6597766c894ea3a7f | 1,371,424,364 | 40.407058 | -77.534898 | 0 |
1,286,556 | 2020-06-16 23:12:54 | 6,534,628,260,579,800 | fraud_Kub-Heaney | health_fitness | 43.35 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 92bccdd181cc88acfecf850776cb3b6c | 1,371,424,374 | 44.13729 | -73.870957 | 0 |
1,286,557 | 2020-06-16 23:12:59 | 4,476,840,372,112 | fraud_Gottlieb Group | kids_pets | 164.53 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 0df87290770ba4d8f91e8c0a49ab311e | 1,371,424,379 | 33.95194 | -86.493756 | 0 |
1,286,558 | 2020-06-16 23:13:05 | 213,125,815,021,702 | fraud_Schaefer Ltd | kids_pets | 6.02 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | 8f1ed52f8df4a1f8292ca66d99528bde | 1,371,424,385 | 42.677839 | -75.290002 | 0 |
1,286,559 | 2020-06-16 23:13:39 | 4,446,368,897,795,790 | fraud_Crooks and Sons | personal_care | 70.89 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | 41ccb9e2d04a76018dbac00c2fb973d9 | 1,371,424,419 | 37.412274 | -76.038797 | 0 |
1,286,560 | 2020-06-16 23:14:43 | 3,540,210,836,308,425 | fraud_Harris Group | food_dining | 54.25 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 0959d6b2da61282bdf7d4c89c955eeba | 1,371,424,483 | 34.915171 | -102.93444 | 0 |
1,286,561 | 2020-06-16 23:14:56 | 4,102,003,771,126,577,700 | fraud_Auer LLC | personal_care | 25.63 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | 57298f9801caac8d3993d0e398474299 | 1,371,424,496 | 32.568739 | -97.680432 | 0 |
1,286,562 | 2020-06-16 23:15:02 | 4,400,011,257,587,662,000 | fraud_Bartoletti and Sons | personal_care | 16.99 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | a9c09586c2afc64139265ac040c38360 | 1,371,424,502 | 40.804181 | -98.962229 | 0 |
1,286,563 | 2020-06-16 23:15:41 | 180,046,165,512,893 | fraud_Larkin Ltd | kids_pets | 140.81 | Erica | Walker | F | 084 Holmes Avenue Suite 206 | Stayton | OR | 97,383 | 44.8021 | -122.7624 | 9,587 | Engineer, biomedical | 1968-03-24 | 7ae272d2a1b665ef5a38bf068e9e48f7 | 1,371,424,541 | 43.915801 | -121.933844 | 0 |
1,286,564 | 2020-06-16 23:15:41 | 584,673,555,952 | fraud_Labadie LLC | personal_care | 22.61 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | 569f4c355610f9e50c675259ca7eed5a | 1,371,424,541 | 47.980351 | -101.655918 | 0 |
1,286,565 | 2020-06-16 23:15:51 | 675,945,690,716 | fraud_Beier-Hyatt | shopping_pos | 37.66 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | 9bc6e3b30c2fc9ae311223d789ba1957 | 1,371,424,551 | 41.38164 | -80.002653 | 0 |
1,286,566 | 2020-06-16 23:16:39 | 30,235,438,713,303 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 3.94 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 96113cda01acd99f03f01cee3d245113 | 1,371,424,599 | 37.884738 | -81.665779 | 0 |
1,286,567 | 2020-06-16 23:17:36 | 4,099,707,841,315,751 | fraud_Abshire PLC | entertainment | 50.06 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 80e082efdf947ab29d5dd0464c2f054f | 1,371,424,656 | 38.141791 | -77.632702 | 0 |
1,286,568 | 2020-06-16 23:17:45 | 630,423,337,322 | fraud_Boehm, Predovic and Reinger | misc_pos | 9.56 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 926ba7fa412e4c729e4ceefe6828475c | 1,371,424,665 | 49.812072 | -118.053207 | 0 |
1,286,569 | 2020-06-16 23:17:50 | 4,653,879,239,169,997 | fraud_Larkin Ltd | kids_pets | 11.22 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | 899195638076b5b4e1b8d9d3b88356ed | 1,371,424,670 | 37.915222 | -85.45117 | 0 |
1,286,570 | 2020-06-16 23:17:51 | 3,589,289,942,931,264 | fraud_Johns-Hoeger | entertainment | 77.64 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 8aa93cfcc3e9c9f2a5c8b6b92805f57b | 1,371,424,671 | 44.133285 | -98.132312 | 0 |
1,286,571 | 2020-06-16 23:18:00 | 3,506,042,666,828,517 | fraud_Reilly and Sons | health_fitness | 67.63 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | bea61870c4f6f6603714ca6c0b6caf38 | 1,371,424,680 | 37.163046 | -81.579275 | 0 |
1,286,572 | 2020-06-16 23:18:11 | 4,861,310,130,652,567,000 | fraud_Crist, Jakubowski and Littel | home | 39.14 | 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 | c711d5faed8e62b70a67f599d687a42f | 1,371,424,691 | 30.227809 | -90.887198 | 0 |
1,286,573 | 2020-06-16 23:18:12 | 3,511,378,610,369,890 | fraud_Turner, Ziemann and Lehner | food_dining | 21.93 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 4b59c8bc33f7310b6f787bba09b9ade8 | 1,371,424,692 | 34.304569 | -86.947042 | 0 |
1,286,574 | 2020-06-16 23:18:13 | 4,092,452,671,396,169,700 | fraud_Kassulke Inc | entertainment | 26.39 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | 111818710441d71b8af68909fa3a0f62 | 1,371,424,693 | 34.340359 | -77.639253 | 0 |
1,286,575 | 2020-06-16 23:18:40 | 3,524,574,586,339,330 | fraud_Windler LLC | kids_pets | 41.99 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | 790a4c9eee85bb586b79ccd7f5132d87 | 1,371,424,720 | 26.7174 | -80.148634 | 0 |
1,286,576 | 2020-06-16 23:19:20 | 6,592,861,994,408,652 | fraud_Champlin-Casper | home | 47.62 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | 3c1fff837fded5344f35ae9b1f37d0f3 | 1,371,424,760 | 42.114157 | -77.697104 | 0 |
1,286,577 | 2020-06-16 23:19:25 | 4,561,892,980,175 | fraud_Bednar PLC | kids_pets | 147.92 | Jacqueline | Allen | F | 166 Lisa Fords | Greenwood | IN | 46,143 | 39.596 | -86.1309 | 78,968 | Financial adviser | 1968-02-10 | 6be1b276f73f2def76cea22d6785b373 | 1,371,424,765 | 40.448797 | -86.36411 | 0 |
1,286,578 | 2020-06-16 23:19:45 | 180,048,185,037,117 | fraud_Harris Group | food_dining | 11.64 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | a0ae8c5b33753586e9ab5fe2dc22e64b | 1,371,424,785 | 41.369087 | -74.212584 | 0 |
1,286,579 | 2020-06-16 23:19:53 | 4,990,494,243,023 | fraud_Beier LLC | entertainment | 1.58 | Martin | Ford | M | 56812 Francis Courts | Corriganville | MD | 21,524 | 39.6967 | -78.8031 | 626 | Energy engineer | 1960-12-13 | 060c48236b6f259430a0da134dce803d | 1,371,424,793 | 39.897154 | -78.177166 | 0 |
1,286,580 | 2020-06-16 23:20:03 | 2,288,813,824,604,479 | fraud_Mayert Group | shopping_pos | 42.81 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | f8e03a0adbacc675224bef31813c8ea0 | 1,371,424,803 | 41.145888 | -73.362446 | 0 |
1,286,581 | 2020-06-16 23:20:13 | 2,269,768,987,945,882 | fraud_Labadie LLC | personal_care | 95.63 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | 1ed82121b35643ad35af96590b1d6a56 | 1,371,424,813 | 43.22764 | -78.589028 | 0 |
1,286,582 | 2020-06-16 23:20:26 | 375,767,678,113,375 | fraud_Little Ltd | kids_pets | 61.69 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | 38f6526f62dc335a194ec0796b02fa96 | 1,371,424,826 | 39.105408 | -78.913914 | 0 |
1,286,583 | 2020-06-16 23:20:29 | 2,235,613,922,823,698 | fraud_Spencer-Runolfsson | misc_pos | 5.72 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 15c21f1e49c6e88a91798cd12202d153 | 1,371,424,829 | 42.419549 | -104.204001 | 0 |
1,286,584 | 2020-06-16 23:21:10 | 180,069,253,480,336 | fraud_Gaylord-Powlowski | home | 32.92 | William | Hunter | M | 5036 Victoria Ports Suite 249 | Emporium | PA | 15,834 | 41.5177 | -78.2536 | 4,533 | Public affairs consultant | 1969-11-01 | 74d3baa213094e1020e8d51c0138d454 | 1,371,424,870 | 42.424016 | -79.155795 | 0 |
1,286,585 | 2020-06-16 23:21:39 | 3,501,942,333,500,073 | fraud_Beier and Sons | home | 8.53 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | b386db0a201adffe2966158455a5c178 | 1,371,424,899 | 32.917996 | -111.233754 | 0 |
1,286,586 | 2020-06-16 23:22:23 | 4,254,074,738,931,278 | fraud_Dare-Marvin | entertainment | 5.93 | Gary | Hall | M | 69085 Short Shores | Allentown | NY | 14,707 | 42.0737 | -78.0594 | 239 | Radio producer | 1956-05-02 | e49edb31b7acb6a0e8a590148d3bf4ca | 1,371,424,943 | 42.37939 | -78.252199 | 0 |
1,286,587 | 2020-06-16 23:23:13 | 676,148,621,961 | fraud_Collier LLC | home | 79.74 | Jennifer | Vega | F | 91644 Crystal Drives | Eagarville | IL | 62,023 | 39.1118 | -89.7855 | 91 | Materials engineer | 1962-11-18 | 2dc4676501451c1ae7098c5b5bbc42a5 | 1,371,424,993 | 39.8492 | -89.836776 | 0 |
1,286,588 | 2020-06-16 23:23:41 | 676,102,124,465 | fraud_Little, Gutmann and Lynch | shopping_net | 236.67 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 303a2ce136a63d69ed65878877789eae | 1,371,425,021 | 37.886321 | -122.396468 | 0 |
1,286,589 | 2020-06-16 23:23:51 | 4,149,238,353,975,790 | fraud_Hodkiewicz, Prohaska and Paucek | travel | 520.6 | Tanner | Carroll | M | 494 Burke Ports | Cokeburg | PA | 15,324 | 40.1008 | -80.0652 | 632 | Dealer | 1989-04-08 | d14e0bf71a771a98f5ec3a40f2ee02b1 | 1,371,425,031 | 40.213252 | -79.218007 | 0 |
1,286,590 | 2020-06-16 23:24:03 | 3,502,377,050,801,561 | fraud_Kirlin and Sons | personal_care | 41.75 | Kathleen | Martin | F | 659 Nicole Cove Suite 560 | New Waverly | TX | 77,358 | 30.5354 | -95.4532 | 4,993 | Scientist, biomedical | 1948-11-30 | 319199942049ea21e1e2221a1d6724b7 | 1,371,425,043 | 30.236603 | -96.207243 | 0 |
1,286,591 | 2020-06-16 23:24:10 | 30,092,964,733,035 | fraud_Abshire PLC | entertainment | 161.59 | Jessica | Terry | F | 6412 Elizabeth Gardens Suite 633 | Maysville | KY | 41,056 | 38.6207 | -83.8067 | 14,228 | Advertising account executive | 1971-03-26 | 344856aef19532ebb7093d80d8ad5b64 | 1,371,425,050 | 38.373497 | -83.970145 | 0 |
1,286,592 | 2020-06-16 23:24:35 | 3,546,897,637,165,774 | fraud_Kub-Heaney | health_fitness | 37.39 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | a4b7f0aa27b34d87f99730171215224d | 1,371,425,075 | 31.324051 | -97.259883 | 0 |
1,286,593 | 2020-06-16 23:24:43 | 4,586,810,168,620,942 | fraud_Cronin, Kshlerin and Weber | health_fitness | 109.33 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 5f3be667a23f66aebe643a47f6e62c51 | 1,371,425,083 | 32.56445 | -79.816472 | 0 |
1,286,594 | 2020-06-16 23:25:08 | 3,502,377,050,801,561 | fraud_Crist, Jakubowski and Littel | home | 69.22 | Kathleen | Martin | F | 659 Nicole Cove Suite 560 | New Waverly | TX | 77,358 | 30.5354 | -95.4532 | 4,993 | Scientist, biomedical | 1948-11-30 | 6b55ab907eb90a307f6910b069de3b84 | 1,371,425,108 | 29.645045 | -95.636464 | 0 |
1,286,595 | 2020-06-16 23:25:40 | 573,860,193,545 | fraud_Schumm PLC | shopping_net | 8.42 | Cristian | Jones | M | 0423 Kirby Field Suite 623 | Wilmette | IL | 60,091 | 42.0765 | -87.7246 | 27,020 | Trade mark attorney | 1986-07-23 | e4145491adf529ca500aad14459859f6 | 1,371,425,140 | 41.797134 | -87.816438 | 0 |
1,286,596 | 2020-06-16 23:25:41 | 38,544,312,728,630 | fraud_Wuckert, Wintheiser and Friesen | home | 101.38 | Veronica | Burton | F | 08932 Bonnie Stravenue | Bonita Springs | FL | 34,135 | 26.3771 | -81.7334 | 51,427 | Claims inspector/assessor | 1991-08-21 | 052e63b2684e98185b0340cbded0b4fc | 1,371,425,141 | 25.801658 | -82.239128 | 0 |
1,286,597 | 2020-06-16 23:27:04 | 3,518,234,918,950,662 | fraud_Erdman-Schaden | personal_care | 58.52 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | bc5b96ab9f8da855bf04894a543da9ee | 1,371,425,224 | 33.487146 | -96.307745 | 0 |
1,286,598 | 2020-06-16 23:27:23 | 4,128,730,454,058,057,700 | fraud_Fritsch and Sons | health_fitness | 175.9 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | cbe0828e4b88cb31a565d5a020ea2678 | 1,371,425,243 | 31.815504 | -95.995453 | 0 |
1,286,599 | 2020-06-16 23:28:36 | 30,029,052,116,970 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 8.49 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | 0fba430b2dbf412c3d3752d114632c42 | 1,371,425,316 | 41.576558 | -78.856799 | 0 |
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