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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19,200 | 2019-01-12 17:07:25 | 4,379,260,813,815,979,500 | fraud_Kutch-Ferry | home | 9.59 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | 9d9b00cbcd5511cad9a7ae8a1efe96dd | 1,326,388,045 | 38.057854 | -122.350581 | 0 |
19,201 | 2019-01-12 17:10:16 | 3,523,898,249,167,098 | fraud_Kozey-McDermott | travel | 1.1 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 5cae042e22f6b4665c55deae258ee140 | 1,326,388,216 | 40.25203 | -74.193968 | 0 |
19,202 | 2019-01-12 17:10:34 | 4,681,699,462,969 | fraud_Graham, Hegmann and Hammes | food_dining | 91.83 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | f8f68ea879c8ffc56fe09d5292b35611 | 1,326,388,234 | 36.722238 | -86.528522 | 0 |
19,203 | 2019-01-12 17:10:45 | 4,048,508,450,704,760 | fraud_Jacobi Inc | health_fitness | 69.56 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | d210ae7d30585f8d3462b519fd8c2b5b | 1,326,388,245 | 40.5843 | -98.072892 | 0 |
19,204 | 2019-01-12 17:11:30 | 3,523,898,249,167,098 | fraud_Pollich LLC | home | 29.27 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 45ecc8a7f6196d97b3292a72460fee94 | 1,326,388,290 | 41.52452 | -74.238968 | 0 |
19,205 | 2019-01-12 17:13:31 | 4,044,436,772,018,844,700 | fraud_Kautzer and Sons | personal_care | 126.37 | Amy | Abbott | F | 01505 Amy Stravenue | Dayton | OH | 45,415 | 39.8355 | -84.2613 | 479,994 | Environmental manager | 1970-11-09 | a678f6ad1df16a50b9ef0965513be8cb | 1,326,388,411 | 40.500025 | -83.788486 | 0 |
19,206 | 2019-01-12 17:14:46 | 6,011,552,879,910,390 | fraud_Schaefer, Fay and Hilll | entertainment | 77.73 | Robert | Long | M | 529 Joshua Knoll Apt. 511 | Lonetree | WY | 82,936 | 41.0552 | -110.1603 | 49 | Research scientist (physical sciences) | 1981-07-05 | 90b51fe97253685fd8703294a1b4d82a | 1,326,388,486 | 41.068756 | -109.235776 | 0 |
19,207 | 2019-01-12 17:15:29 | 5,104,807,169,438,134 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 4.27 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | 6f6704c0d59d7990693b5bff2ca02adf | 1,326,388,529 | 40.179311 | -71.754532 | 0 |
19,208 | 2019-01-12 17:15:51 | 6,011,492,816,282,597 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 388.39 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | 1933e8118b00bfa16848d353694f56da | 1,326,388,551 | 32.540523 | -92.358441 | 0 |
19,209 | 2019-01-12 17:15:54 | 3,596,357,274,378,601 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 2.06 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | 96adcd92967b302b17fa028c45210059 | 1,326,388,554 | 41.466889 | -79.080252 | 0 |
19,210 | 2019-01-12 17:16:16 | 3,533,012,926,413,100 | fraud_Goyette, Howell and Collier | shopping_pos | 3.29 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | 03f7696ba92eb8e764599de2cb3d5370 | 1,326,388,576 | 42.415888 | -75.652847 | 0 |
19,211 | 2019-01-12 17:16:52 | 3,525,668,150,756,629 | fraud_Medhurst Inc | home | 81.72 | Christopher | Choi | M | 04611 Sandra Spring Suite 059 | Rumely | MI | 49,826 | 46.3481 | -87.0436 | 137 | Film/video editor | 1990-08-13 | 1a7272a1edb0758713226789e270c3bd | 1,326,388,612 | 47.250856 | -87.252864 | 0 |
19,212 | 2019-01-12 17:18:00 | 6,011,109,736,646,996 | fraud_Waelchi Inc | kids_pets | 39.1 | 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 | 015f4a4122df155e0658bf6c79e5cee5 | 1,326,388,680 | 34.858847 | -76.882742 | 0 |
19,213 | 2019-01-12 17:18:43 | 4,488,941,175,228,467 | fraud_Renner Ltd | home | 32.64 | Jacqueline | Washington | F | 138 Stephen Ridges Apt. 978 | Umatilla | FL | 32,784 | 28.9254 | -81.6801 | 11,432 | Private music teacher | 1986-03-31 | 817db1d0b6f964f64472af2e3b54989f | 1,326,388,723 | 28.926257 | -81.110999 | 0 |
19,214 | 2019-01-12 17:18:53 | 3,502,088,871,723,054 | fraud_Barrows PLC | shopping_pos | 6.58 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | cb91172aa5c0295a9f5f99b52ef7072e | 1,326,388,733 | 39.975148 | -77.492468 | 0 |
19,215 | 2019-01-12 17:19:01 | 180,031,190,491,743 | fraud_Grimes LLC | entertainment | 72.48 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | 75869b17f1a4f55ea9339be658ac4912 | 1,326,388,741 | 29.929127 | -87.136981 | 0 |
19,216 | 2019-01-12 17:19:37 | 370,612,217,861,404 | fraud_Romaguera Ltd | health_fitness | 119.74 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | fc6c01a3bc83a9a08acb57e260a999e8 | 1,326,388,777 | 40.137846 | -74.538279 | 0 |
19,217 | 2019-01-12 17:20:09 | 180,094,419,304,907 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 35.68 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 54d7dca0dcf85b71fb80b531629f49ed | 1,326,388,809 | 33.974125 | -116.31792 | 0 |
19,218 | 2019-01-12 17:20:10 | 3,525,590,521,269,779 | fraud_Goldner-Lemke | entertainment | 98.89 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | 0f68748886edb955642368cad5c3aba3 | 1,326,388,810 | 36.187417 | -79.342589 | 0 |
19,219 | 2019-01-12 17:20:15 | 2,296,006,538,441,789 | fraud_Lakin, Ferry and Beatty | food_dining | 12.32 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | 029c9b3f5599796c79d46b8e12b92a71 | 1,326,388,815 | 40.760838 | -74.013965 | 0 |
19,220 | 2019-01-12 17:20:50 | 375,767,678,113,375 | fraud_Emmerich-Rau | personal_care | 8.7 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | f36969421fb7fd82b944f8bc2b607b6b | 1,326,388,850 | 39.591467 | -79.311329 | 0 |
19,221 | 2019-01-12 17:20:58 | 371,226,440,126,102 | fraud_Herman Inc | misc_pos | 9.61 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 8195c68c4eaba470fa5e9f33f1bee4a0 | 1,326,388,858 | 37.956555 | -89.767061 | 0 |
19,222 | 2019-01-12 17:22:10 | 4,716,561,796,955,522 | fraud_Streich, Dietrich and Barton | shopping_net | 1.23 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | afd87cbb2fa5784b96be94ee7dc1b0f3 | 1,326,388,930 | 48.847913 | -112.326132 | 0 |
19,223 | 2019-01-12 17:22:54 | 6,534,628,260,579,800 | fraud_Turner, Ruecker and Parisian | misc_pos | 7.06 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | f8590f2b170cf287973f96acc3633a09 | 1,326,388,974 | 44.841153 | -72.671285 | 0 |
19,224 | 2019-01-12 17:23:16 | 375,248,307,838,179 | fraud_Schroeder, Wolff and Hermiston | travel | 1.82 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | a1ec5d52dd66ad79770c30f34117f2ab | 1,326,388,996 | 39.098364 | -80.887892 | 0 |
19,225 | 2019-01-12 17:23:47 | 3,589,289,942,931,264 | fraud_Altenwerth-Kilback | home | 31.55 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 821de04f462a92952ccc91b530ba6aaf | 1,326,389,027 | 43.948467 | -97.512328 | 0 |
19,226 | 2019-01-12 17:24:36 | 30,199,621,383,748 | fraud_Botsford Ltd | shopping_pos | 3.52 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | 0d73811f2fda12522d39d08ba61cf556 | 1,326,389,076 | 34.143371 | -96.650762 | 0 |
19,227 | 2019-01-12 17:24:45 | 3,518,669,219,150,142 | fraud_Spencer-Runolfsson | misc_pos | 536.87 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | 28b39ccbd2fcd6253a48a38fb4328e3f | 1,326,389,085 | 38.424779 | -84.414326 | 0 |
19,228 | 2019-01-12 17:24:48 | 376,445,266,762,684 | fraud_Smith-Stokes | misc_pos | 10 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 823bf43e396bcfbce9183c329162ba15 | 1,326,389,088 | 40.814512 | -101.117375 | 0 |
19,229 | 2019-01-12 17:24:50 | 38,057,513,087,029 | fraud_Daugherty LLC | kids_pets | 181.5 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | 2c38356f7cdb184bafaf8afa0bfa57c8 | 1,326,389,090 | 37.084409 | -122.49914 | 0 |
19,230 | 2019-01-12 17:29:05 | 30,408,301,059,761 | fraud_Watsica, Haag and Considine | shopping_pos | 1.07 | Brandon | Pittman | M | 2881 Frey Village | Cross | SC | 29,436 | 33.3364 | -80.1859 | 4,471 | Occupational hygienist | 1973-10-09 | 26284285596f5de503dfeb448ed75c8b | 1,326,389,345 | 34.055886 | -80.626375 | 0 |
19,231 | 2019-01-12 17:29:15 | 5,596,347,693,144,598 | fraud_Carroll PLC | health_fitness | 124.68 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | 11801346ed412f49d03b09642b1276b6 | 1,326,389,355 | 29.756932 | -90.852251 | 0 |
19,232 | 2019-01-12 17:31:28 | 3,576,431,665,303,017 | fraud_Parker, Nolan and Trantow | entertainment | 66.99 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 9d3b216e7f29118f41574a33dceb998a | 1,326,389,488 | 34.437626 | -111.280441 | 0 |
19,233 | 2019-01-12 17:33:10 | 30,518,206,766,474 | fraud_Streich Ltd | home | 21.91 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | 6ffcd703e30c69671c2f16ea26a32854 | 1,326,389,590 | 37.639097 | -90.565049 | 0 |
19,234 | 2019-01-12 17:33:56 | 6,564,459,919,350,820 | fraud_Welch, Rath and Koepp | entertainment | 7.99 | Douglas | Willis | M | 619 Jeremy Garden Apt. 681 | Benton | WI | 53,803 | 42.5545 | -90.3508 | 1,306 | Public relations officer | 1958-09-10 | b0b540cd519662a996da4518e9ec79a2 | 1,326,389,636 | 41.732389 | -89.427447 | 0 |
19,235 | 2019-01-12 17:34:21 | 3,527,536,963,490,470 | fraud_Zboncak, Rowe and Murazik | shopping_net | 66.73 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | e24dc6b6cfcb5b43ceb1a5ecc60e0f91 | 1,326,389,661 | 33.862717 | -80.608816 | 0 |
19,236 | 2019-01-12 17:34:24 | 3,560,797,065,840,735 | fraud_Bernhard-Lesch | food_dining | 43.84 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 768daa5176790b1edf1a9a9fac387ed5 | 1,326,389,664 | 46.049043 | -100.401704 | 0 |
19,237 | 2019-01-12 17:35:09 | 2,233,882,705,243,596 | fraud_Moore, Williamson and Emmerich | home | 35.21 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | ea4d732272574d1453001552f4ab7793 | 1,326,389,709 | 33.314578 | -89.411237 | 0 |
19,238 | 2019-01-12 17:35:22 | 6,597,888,193,422,452 | fraud_Cormier LLC | health_fitness | 54.07 | Bill | Lane | M | 4725 Hurst Curve Apt. 634 | Holliday | TX | 76,366 | 33.6751 | -98.6576 | 2,317 | Chief Technology Officer | 1964-08-23 | 8caf61615d54b4c0a88f2c5970d2569c | 1,326,389,722 | 33.602406 | -99.525857 | 0 |
19,239 | 2019-01-12 17:35:32 | 4,292,743,669,224,718,000 | fraud_Morissette-Schaefer | personal_care | 8.49 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 0c57e7d039608a902ef9436c9a12ad41 | 1,326,389,732 | 37.518413 | -76.34993 | 0 |
19,240 | 2019-01-12 17:37:50 | 3,527,536,963,490,470 | fraud_Waters-Cruickshank | health_fitness | 16.28 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | b832e6aad5fd66be3c393d4a25ee5dd7 | 1,326,389,870 | 32.919224 | -80.868319 | 0 |
19,241 | 2019-01-12 17:38:05 | 4,710,826,438,164,848,000 | fraud_Larkin, Stracke and Greenfelder | entertainment | 78.79 | Juan | Henry | M | 9795 Lori Island Suite 346 | Turner | MT | 59,542 | 48.8328 | -108.3961 | 192 | Further education lecturer | 1964-01-04 | fc63169ef2b43df58b696c01a89197d7 | 1,326,389,885 | 48.330883 | -107.895947 | 0 |
19,242 | 2019-01-12 17:38:12 | 30,074,693,890,476 | fraud_Cormier, Stracke and Thiel | entertainment | 223.59 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | 3b8c46edfa539e2af9539ddc70bda11d | 1,326,389,892 | 38.014264 | -101.627846 | 0 |
19,243 | 2019-01-12 17:38:48 | 4,646,845,581,490,336,000 | fraud_Kihn-Fritsch | food_dining | 58.12 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 51a0ad92a446d058ce55c80b5392c39e | 1,326,389,928 | 39.983755 | -73.514419 | 0 |
19,244 | 2019-01-12 17:39:30 | 4,348,786,085,525,522 | fraud_Prosacco, Kreiger and Kovacek | home | 69.29 | John | Nichols | M | 862 Anderson Highway | Bryant | WI | 54,418 | 45.203 | -88.9983 | 1,080 | Information systems manager | 1979-01-08 | 30b8fea9002d69aa8107b9b83d0f5c3d | 1,326,389,970 | 44.915076 | -88.525219 | 0 |
19,245 | 2019-01-12 17:39:33 | 4,003,989,662,068,504 | fraud_Abbott-Steuber | personal_care | 74.19 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | f2fbab3eb806184ce465fad6ee59c73d | 1,326,389,973 | 32.740788 | -87.942811 | 0 |
19,246 | 2019-01-12 17:39:54 | 180,067,784,565,096 | fraud_Quitzon-Goyette | home | 39.98 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | 3134ef7c258b200b46cc51c799a86b29 | 1,326,389,994 | 42.350071 | -87.751491 | 0 |
19,247 | 2019-01-12 17:40:29 | 2,720,012,583,106,919 | fraud_Schoen, Nienow and Bauch | personal_care | 82.34 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | 64f08c465e2e8beb19e7ceef0470cfde | 1,326,390,029 | 43.373212 | -101.910386 | 0 |
19,248 | 2019-01-12 17:41:37 | 501,802,953,619 | fraud_Swift PLC | kids_pets | 51.02 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | 79334580df400ad9b868273901c9274d | 1,326,390,097 | 42.479852 | -123.856699 | 0 |
19,249 | 2019-01-12 17:41:44 | 375,974,680,629,816 | fraud_Hills, Hegmann and Schaefer | health_fitness | 12.84 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 8984e19b612c9a36b76771a100fb364c | 1,326,390,104 | 40.816742 | -73.878832 | 0 |
19,250 | 2019-01-12 17:42:32 | 3,523,843,138,706,408 | fraud_Donnelly LLC | entertainment | 27.82 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | 0ecaa2da3f8d89d099f87935d9ce007b | 1,326,390,152 | 31.719062 | -87.737543 | 0 |
19,251 | 2019-01-12 17:42:34 | 3,591,919,803,438,423 | fraud_Ernser-Lynch | food_dining | 40.32 | Brian | Williams | M | 32941 Krystal Mill Apt. 552 | Titusville | FL | 32,780 | 28.5697 | -80.8191 | 54,767 | Set designer | 1987-07-25 | 22cbb5f7ea979e7ea3797759d4640798 | 1,326,390,154 | 29.019728 | -80.407319 | 0 |
19,252 | 2019-01-12 17:44:34 | 374,497,717,543,058 | fraud_Lynch-Mohr | travel | 8.3 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | 75090d2e2a2d5e6aa84b1b4e5278e443 | 1,326,390,274 | 46.587433 | -101.771273 | 0 |
19,253 | 2019-01-12 17:44:51 | 5,359,543,825,610,251 | fraud_Osinski Inc | personal_care | 31.29 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | fcda7af4b3f6a59a4888686e6bf923e8 | 1,326,390,291 | 45.85759 | -111.554 | 0 |
19,254 | 2019-01-12 17:44:55 | 3,567,527,758,368,741 | fraud_Thompson-Gleason | health_fitness | 53.4 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 0f9edf179ce9fc82199de8af918ec3d9 | 1,326,390,295 | 31.962246 | -101.780853 | 0 |
19,255 | 2019-01-12 17:45:41 | 4,874,017,206,859,125 | fraud_Donnelly LLC | entertainment | 147.32 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | 420e5e198066b774726ae258c004335d | 1,326,390,341 | 44.971771 | -122.639206 | 0 |
19,256 | 2019-01-12 17:45:53 | 3,567,697,931,646,329 | fraud_Graham and Sons | health_fitness | 54.81 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 6c5fb9a74eb7327ec5e1408229806ae9 | 1,326,390,353 | 43.183738 | -74.454521 | 0 |
19,257 | 2019-01-12 17:46:06 | 30,270,432,095,985 | fraud_Jast-McDermott | shopping_pos | 2.24 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 7c2cb34d23e5213d771950f6c14dcc3d | 1,326,390,366 | 40.970568 | -90.341806 | 0 |
19,258 | 2019-01-12 17:46:54 | 6,597,888,193,422,452 | fraud_Ziemann-Waters | health_fitness | 14.35 | Bill | Lane | M | 4725 Hurst Curve Apt. 634 | Holliday | TX | 76,366 | 33.6751 | -98.6576 | 2,317 | Chief Technology Officer | 1964-08-23 | aa36252445001245b9800c489d4e4299 | 1,326,390,414 | 33.798957 | -98.763175 | 0 |
19,259 | 2019-01-12 17:47:17 | 3,526,826,139,003,047 | fraud_Romaguera Ltd | health_fitness | 83.76 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | 9520b858203c4610351945cb08f567ee | 1,326,390,437 | 43.914 | -85.837558 | 0 |
19,260 | 2019-01-12 17:48:09 | 4,451,952,084,362,894 | fraud_Friesen Ltd | health_fitness | 74.02 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | cf4d9955293cec5bb5eb2a9e5e859556 | 1,326,390,489 | 34.585054 | -101.385162 | 0 |
19,261 | 2019-01-12 17:48:22 | 213,163,860,545,705 | fraud_Wilkinson LLC | personal_care | 72.98 | Mark | Tyler | M | 82201 Bradley Radial Suite 703 | Avera | GA | 30,803 | 33.141 | -82.515 | 741 | Claims inspector/assessor | 1986-04-28 | a73ef4a514f37821c9626bf861a80f94 | 1,326,390,502 | 33.707507 | -82.563554 | 0 |
19,262 | 2019-01-12 17:48:41 | 3,533,742,182,628,021 | fraud_Nienow, Barrows and Romaguera | personal_care | 5.25 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | 4e4ae42442061503cd808bd1f53deea3 | 1,326,390,521 | 33.335335 | -79.087114 | 0 |
19,263 | 2019-01-12 17:50:25 | 6,011,438,889,172,900 | fraud_Fadel-Hilpert | health_fitness | 12.21 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 3ee6857e3f9e0c0875379ee01e747a83 | 1,326,390,625 | 33.318194 | -92.284387 | 0 |
19,264 | 2019-01-12 17:53:29 | 3,543,299,015,720,986 | fraud_Hickle Group | shopping_pos | 37.67 | Angela | White | F | 137 Adam Dale | Lebanon | VA | 24,266 | 36.8809 | -82.0956 | 9,521 | Teacher, English as a foreign language | 1977-10-19 | e3b225586906425c9172b8c070263f33 | 1,326,390,809 | 37.134417 | -82.801933 | 0 |
19,265 | 2019-01-12 17:54:52 | 180,036,456,789,979 | fraud_White and Sons | home | 120.69 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 31af550adf2e1406bc5dafbb288c97ce | 1,326,390,892 | 42.601554 | -90.087722 | 0 |
19,266 | 2019-01-12 17:56:40 | 4,661,996,144,291,812,000 | fraud_Kling, Howe and Schneider | home | 8.68 | Linda | Park | F | 24607 Charles Mountains | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Operations geologist | 1963-08-04 | 70c2072b6f59da2cd4790e24ee970cd9 | 1,326,391,000 | 40.339229 | -78.993635 | 0 |
19,267 | 2019-01-12 17:57:38 | 4,400,011,257,587,662,000 | fraud_Brown-Greenholt | entertainment | 28.1 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | a2d55e3ae231f56a3e923cf2c01e8d8d | 1,326,391,058 | 42.48502 | -99.192751 | 0 |
19,268 | 2019-01-12 17:58:07 | 6,011,860,238,257,910 | fraud_Quitzon-Goyette | home | 78.35 | 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 | a0d4e2b424885bba87163ee6c9584fbe | 1,326,391,087 | 37.023408 | -98.842664 | 0 |
19,269 | 2019-01-12 17:58:25 | 2,703,186,189,652,095 | fraud_Mosciski, Ziemann and Farrell | shopping_net | 8.07 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | 4640a08f3879c7584ff3e460bb9d73df | 1,326,391,105 | 36.281272 | -80.421052 | 0 |
19,270 | 2019-01-12 17:58:52 | 3,506,042,666,828,517 | fraud_Schoen Ltd | kids_pets | 6.12 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | abe1f2c30acce2170e34e860cbc38e26 | 1,326,391,132 | 38.866205 | -81.416099 | 0 |
19,271 | 2019-01-12 17:59:21 | 371,009,169,330,125 | fraud_Streich Ltd | home | 89.63 | 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 | 5791f7284628fab93c8e6f471189fed8 | 1,326,391,161 | 30.957249 | -83.84918 | 0 |
19,272 | 2019-01-12 17:59:23 | 4,344,955,088,481,397 | fraud_Renner Ltd | home | 66.59 | Christopher | Rodgers | M | 30587 Fox Shores Apt. 627 | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Communications engineer | 1976-09-29 | 3328cad3b72f19818a4ca3ad8d389474 | 1,326,391,163 | 40.291432 | -79.471295 | 0 |
19,273 | 2019-01-12 17:59:25 | 4,561,368,699,336,875 | fraud_Schneider, Hayes and Nikolaus | food_dining | 24.74 | Pamela | Lewis | F | 653 Jessica Extension Apt. 668 | Clifton | SC | 29,324 | 34.9906 | -81.8327 | 167 | Museum/gallery conservator | 1988-11-01 | 95c4355e5a8048d9790734f50a20c189 | 1,326,391,165 | 35.920496 | -81.863497 | 0 |
19,274 | 2019-01-12 18:00:33 | 4,600,155,880,464 | fraud_Zemlak, Tillman and Cremin | personal_care | 23.8 | Charles | Copeland | M | 92213 Lee Well | West Palm Beach | FL | 33,404 | 26.7832 | -80.0638 | 459,921 | Administrator, arts | 1969-09-08 | 7df08e11df3d282c9785f7689cc3492c | 1,326,391,233 | 27.526254 | -80.356048 | 0 |
19,275 | 2019-01-12 18:01:03 | 4,124,536,010,991,657 | fraud_Kunze, Larkin and Mayert | travel | 8.84 | Sydney | Montoya | F | 265 Christian Summit Suite 231 | Fairhope | AL | 36,532 | 30.5012 | -87.8835 | 27,829 | Presenter, broadcasting | 1954-07-21 | 3c0285bec80958c2db0628bc3e2ee19c | 1,326,391,263 | 29.676675 | -87.854254 | 0 |
19,276 | 2019-01-12 18:02:34 | 36,078,114,201,167 | fraud_Reichel LLC | personal_care | 17.8 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 90b8f58693ead9b8b4de88982dcee952 | 1,326,391,354 | 37.974096 | -82.277385 | 0 |
19,277 | 2019-01-12 18:03:18 | 2,229,378,226,512,508 | fraud_Berge-Ullrich | home | 78.78 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 3e865a8244c386ff9de0dc9ac85ad44e | 1,326,391,398 | 44.271007 | -90.151649 | 0 |
19,278 | 2019-01-12 18:03:20 | 4,481,131,401,752 | fraud_Boyer PLC | shopping_net | 3.1 | Frank | Foster | M | 37910 Ward Lights | Shrewsbury | MA | 1,545 | 42.2848 | -71.7205 | 35,299 | English as a second language teacher | 1975-04-30 | 9fb1482d19d8cfc9e281abc343fbac15 | 1,326,391,400 | 41.83867 | -71.093413 | 0 |
19,279 | 2019-01-12 18:04:03 | 30,238,755,902,988 | fraud_Bartoletti and Sons | personal_care | 70.15 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | a61dd3c1e79eb29d40497483e5484e53 | 1,326,391,443 | 30.296775 | -97.573608 | 0 |
19,280 | 2019-01-12 18:04:57 | 4,742,883,543,039,288,000 | fraud_Fadel Inc | health_fitness | 46.16 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | f50957a68345dc645824495cadb5ab73 | 1,326,391,497 | 20.619399 | -156.21035 | 0 |
19,281 | 2019-01-12 18:06:14 | 3,598,215,285,024,754 | fraud_Leannon-Ward | food_dining | 59.84 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 0e2f5b48411af1c5f40f4ed0aadc7eef | 1,326,391,574 | 39.925891 | -74.049435 | 0 |
19,282 | 2019-01-12 18:06:33 | 3,545,109,339,866,548 | fraud_Reilly and Sons | health_fitness | 32.25 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 3570412355a88fd49b0bc00551657936 | 1,326,391,593 | 34.225353 | -91.108294 | 0 |
19,283 | 2019-01-12 18:06:56 | 4,836,998,673,805,450 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 8.45 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 70a456e030942b1c6a9feeda7824648c | 1,326,391,616 | 46.15072 | -86.00154 | 0 |
19,284 | 2019-01-12 18:07:03 | 180,031,190,491,743 | fraud_Hoppe-Parisian | kids_pets | 37.13 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | 0774fc941c767f40c67efb23de99b6da | 1,326,391,623 | 31.464017 | -88.640146 | 0 |
19,285 | 2019-01-12 18:07:10 | 375,767,678,113,375 | fraud_Bahringer-Streich | food_dining | 124.3 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | 265e644172c999810c80745af06ab7ed | 1,326,391,630 | 39.006847 | -78.797897 | 0 |
19,286 | 2019-01-12 18:07:14 | 2,720,012,583,106,919 | fraud_Hagenes, Kohler and Hoppe | food_dining | 76.79 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | ded5c3e9e9fb44e8e8c716a95cfba234 | 1,326,391,634 | 43.689494 | -102.107247 | 0 |
19,287 | 2019-01-12 18:07:22 | 3,511,378,610,369,890 | fraud_Hirthe-Beier | health_fitness | 13.55 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | fafba77eb60528090547a20dd6eb32b5 | 1,326,391,642 | 34.096811 | -87.419661 | 0 |
19,288 | 2019-01-12 18:07:24 | 502,049,568,400 | fraud_Hilpert-Conroy | kids_pets | 254.37 | Daniel | Melton | M | 6157 Nichols Mews | Marion | CT | 6,444 | 41.7918 | -72.7188 | 370 | Health service manager | 1962-02-13 | 1399164ca962bd1db6a0ebdb401038b7 | 1,326,391,644 | 41.638389 | -72.112275 | 0 |
19,289 | 2019-01-12 18:08:29 | 4,613,314,721,966 | fraud_Johns-Hoeger | entertainment | 68.1 | Jason | Murphy | M | 542 Steve Curve Suite 011 | Collettsville | NC | 28,611 | 35.9946 | -81.7266 | 885 | Soil scientist | 1988-09-15 | 8922f1fb99e930e2cd900a379bce9dcb | 1,326,391,709 | 36.590424 | -81.279842 | 0 |
19,290 | 2019-01-12 18:09:13 | 2,720,894,374,956,739 | fraud_Veum-Koelpin | travel | 5.83 | Audrey | Hickman | F | 3325 Gregory Square | Mount Clemens | MI | 48,043 | 42.5978 | -82.8823 | 16,305 | Psychologist, sport and exercise | 1927-05-25 | 9b5d07f29adf25bb25b0f8eaec4f132f | 1,326,391,753 | 43.562494 | -83.58374 | 0 |
19,291 | 2019-01-12 18:09:33 | 571,314,334,723 | fraud_Skiles LLC | home | 188.27 | Lori | Mclean | F | 4548 Werner Wells Apt. 441 | Mc Clellandtown | PA | 15,458 | 39.8882 | -79.8694 | 2,379 | Sales professional, IT | 1971-01-19 | fdcbb7f4c2cfb6b5fb50d34e2f47551a | 1,326,391,773 | 39.289101 | -79.684245 | 0 |
19,292 | 2019-01-12 18:09:43 | 30,501,624,614,310 | fraud_Gerhold LLC | home | 57.64 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 59468ef75810b9db71b242190fa2cf24 | 1,326,391,783 | 32.647406 | -81.810021 | 0 |
19,293 | 2019-01-12 18:11:18 | 4,400,011,257,587,662,000 | fraud_Schumm PLC | shopping_net | 8.4 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 3c16f601f6db1c87c328e525b17db426 | 1,326,391,878 | 41.087361 | -99.660381 | 0 |
19,294 | 2019-01-12 18:12:04 | 213,157,767,990,030 | fraud_Romaguera, Wehner and Tromp | kids_pets | 12.64 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 4beada8887853a1ac4d20478b637625d | 1,326,391,924 | 41.657546 | -108.468372 | 0 |
19,295 | 2019-01-12 18:12:33 | 370,612,217,861,404 | fraud_Lynch Ltd | shopping_pos | 49.53 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | abd251d09127604439a293a175be4be4 | 1,326,391,953 | 39.889867 | -75.185718 | 0 |
19,296 | 2019-01-12 18:13:27 | 4,806,443,445,305 | fraud_Wilkinson LLC | personal_care | 5.44 | Eric | Patel | M | 69459 Rachel Prairie Apt. 850 | Ironton | OH | 45,638 | 38.5294 | -82.6654 | 21,635 | Geochemist | 2001-07-10 | 5049efaa392bd8ea0a00fb18a54b4ff2 | 1,326,392,007 | 39.038236 | -82.651672 | 0 |
19,297 | 2019-01-12 18:13:59 | 344,709,867,813,900 | fraud_Greenholt, O'Hara and Balistreri | shopping_net | 5.29 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | eb07fc44712a54ec0ed021f71ad11709 | 1,326,392,039 | 28.457417 | -81.135604 | 0 |
19,298 | 2019-01-12 18:14:49 | 30,518,206,766,474 | fraud_Terry-Huel | shopping_net | 1.4 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | 3cbf4c317ec8cba767d41e86df38ce1f | 1,326,392,089 | 36.111697 | -89.900426 | 0 |
19,299 | 2019-01-12 18:14:56 | 30,343,344,410,970 | fraud_Pouros, Walker and Spencer | kids_pets | 80.19 | Jacob | Dawson | M | 663 Anna Plaza | Marienville | PA | 16,239 | 41.4622 | -79.1306 | 4,172 | Copywriter, advertising | 1962-03-20 | 0b00152cb3bddb76d8f9ceebf69be0d5 | 1,326,392,096 | 41.231292 | -79.169714 | 0 |
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