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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,292,400 | 2020-06-19 19:31:36 | 30,376,238,035,123 | fraud_Quitzon-Goyette | home | 63.79 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | dc30a3af713610860cc748331757753b | 1,371,670,296 | 43.263049 | -124.745875 | 0 |
1,292,401 | 2020-06-19 19:31:58 | 581,686,439,828 | fraud_Willms, Kris and Bergnaum | shopping_pos | 8.39 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | a803a2fd93c1471539ea4b9ffac9bb2f | 1,371,670,318 | 41.277498 | -80.765905 | 0 |
1,292,402 | 2020-06-19 19:32:05 | 3,586,955,669,388,457 | fraud_Friesen Ltd | health_fitness | 75.4 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | 05aa76d5807b0e2dca8ca75b06404332 | 1,371,670,325 | 39.415529 | -79.302875 | 0 |
1,292,403 | 2020-06-19 19:33:05 | 3,599,237,318,576,484 | fraud_O'Connell, Botsford and Hand | home | 13.5 | Jessica | Smith | F | 06808 Ryan Valleys | Dubre | KY | 42,731 | 36.8421 | -85.5396 | 341 | Insurance risk surveyor | 1932-11-19 | b10384e15472f90270d6d147145614bb | 1,371,670,385 | 37.129701 | -85.036148 | 0 |
1,292,404 | 2020-06-19 19:34:13 | 2,283,743,876,903,625 | fraud_Dooley-Thompson | misc_net | 7.34 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 46bf335f0349aaf4cee5612acb30c878 | 1,371,670,453 | 33.249335 | -83.665987 | 0 |
1,292,405 | 2020-06-19 19:34:33 | 4,488,941,175,228,467 | fraud_Zboncak LLC | food_dining | 53.98 | Jacqueline | Washington | F | 138 Stephen Ridges Apt. 978 | Umatilla | FL | 32,784 | 28.9254 | -81.6801 | 11,432 | Private music teacher | 1986-03-31 | 2ad4dfdde62f9accbc89ab030394c5d3 | 1,371,670,473 | 29.894196 | -82.437312 | 0 |
1,292,406 | 2020-06-19 19:34:48 | 30,235,268,718,158 | fraud_Powlowski-Weimann | food_dining | 21.01 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | f1787b370e2f23fd874c0828b7d849dc | 1,371,670,488 | 40.828958 | -73.40533 | 0 |
1,292,407 | 2020-06-19 19:35:27 | 372,520,049,757,633 | fraud_Torphy-Kertzmann | health_fitness | 47.52 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | dbdb7b9605f6854f6d1e9ab584625748 | 1,371,670,527 | 48.17042 | -93.524996 | 0 |
1,292,408 | 2020-06-19 19:36:15 | 3,540,017,235,499,519 | fraud_Botsford and Sons | home | 71.13 | Lawrence | Frost | M | 82448 Tucker Cliff | Kittery Point | ME | 3,905 | 43.0976 | -70.7121 | 1,780 | Broadcast engineer | 1983-01-21 | 3270840382b29cdf33c4de55026b2c68 | 1,371,670,575 | 42.919796 | -71.018372 | 0 |
1,292,409 | 2020-06-19 19:37:19 | 3,575,789,281,659,026 | fraud_Williamson LLC | misc_pos | 7.32 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | efb74460fc092e8e2eedb3300f047a54 | 1,371,670,639 | 38.188544 | -94.534974 | 0 |
1,292,410 | 2020-06-19 19:37:28 | 3,501,509,250,702,469 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 67.28 | Frank | Anderson | M | 0611 Stafford Valley Suite 504 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Programme researcher, broadcasting/film/video | 1979-01-02 | 72740d992f8477d95a12de3907b9c26e | 1,371,670,648 | 25.636983 | -81.18996 | 0 |
1,292,411 | 2020-06-19 19:38:00 | 4,783,226,709,001 | fraud_Baumbach, Feeney and Morar | shopping_net | 1,145.15 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | 4b605342a5831b482b1b522792e4f2d4 | 1,371,670,680 | 37.990026 | -99.631585 | 1 |
1,292,412 | 2020-06-19 19:38:05 | 30,501,624,614,310 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 946.79 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 8aef7e22e0c1b21a91fd3b081a86d1d6 | 1,371,670,685 | 33.46809 | -81.740432 | 0 |
1,292,413 | 2020-06-19 19:38:51 | 4,587,577,161,160,601 | fraud_Streich Ltd | home | 32.17 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | bd1b5aa7a7af4d6227b90440947f4d21 | 1,371,670,731 | 44.581222 | -68.52303 | 0 |
1,292,414 | 2020-06-19 19:39:07 | 2,248,735,346,244,816 | fraud_Stark-Koss | home | 32.32 | Jacob | Weber | M | 29156 Mark Park Apt. 108 | Utica | KS | 67,584 | 38.6411 | -100.138 | 269 | Product/process development scientist | 1962-11-11 | 39ae922861126fbba8112cd13f3bd1d8 | 1,371,670,747 | 37.86041 | -99.496858 | 0 |
1,292,415 | 2020-06-19 19:39:58 | 3,525,590,521,269,779 | fraud_Hintz, Bauch and Smith | health_fitness | 166.03 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | ac2f294f022f207af45d4a7b1d9df91f | 1,371,670,798 | 35.921956 | -80.268617 | 0 |
1,292,416 | 2020-06-19 19:40:05 | 2,720,433,095,629,877 | fraud_Shields-Wunsch | health_fitness | 40.27 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 01b0f64eb58f267735fae3e6e2de2b06 | 1,371,670,805 | 44.941871 | -70.935366 | 0 |
1,292,417 | 2020-06-19 19:40:32 | 213,180,742,685,905 | fraud_Schuppe-Schuppe | food_dining | 55.25 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 0ec8223375e03bc6aa1b2c8cdb8df5cf | 1,371,670,832 | 40.785266 | -123.63854 | 0 |
1,292,418 | 2020-06-19 19:41:30 | 6,534,628,260,579,800 | fraud_Bernier and Sons | kids_pets | 23.34 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | b95fce1a0e708f40ae9643b45a71467a | 1,371,670,890 | 44.377139 | -74.064808 | 0 |
1,292,419 | 2020-06-19 19:41:49 | 4,873,783,502,705,038 | fraud_Ruecker, Beer and Collier | shopping_net | 9.62 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | eb3b509b7bbd6658a31b4281248510f5 | 1,371,670,909 | 49.36167 | -122.991322 | 0 |
1,292,420 | 2020-06-19 19:42:19 | 4,755,696,071,492 | fraud_Gutmann, McLaughlin and Wiza | home | 34.61 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | dbae74fef225575434873f613c7a77e1 | 1,371,670,939 | 32.499109 | -97.242572 | 0 |
1,292,421 | 2020-06-19 19:42:38 | 4,989,847,570,577,635,000 | fraud_Kemmer-Buckridge | misc_pos | 27.95 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | 775631b63c9ce5beb26fa07365590aea | 1,371,670,958 | 34.342453 | -81.03156 | 0 |
1,292,422 | 2020-06-19 19:43:34 | 36,153,880,429,415 | fraud_Hagenes, Hermann and Stroman | travel | 5.87 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | 24f577fec49da8f90adfeb30310ef39f | 1,371,671,014 | 28.760583 | -81.954456 | 0 |
1,292,423 | 2020-06-19 19:43:42 | 3,575,540,972,310,993 | fraud_Schroeder, Wolff and Hermiston | travel | 3.86 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | 894931d863b14829c1315bc4d99e064a | 1,371,671,022 | 34.870036 | -90.02356 | 0 |
1,292,424 | 2020-06-19 19:43:57 | 3,546,897,637,165,774 | fraud_Kilback, Nitzsche and Leffler | travel | 1.1 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | 8eb7ed1cddfdafead0f82982ae94a7a2 | 1,371,671,037 | 32.620446 | -97.59678 | 0 |
1,292,425 | 2020-06-19 19:43:57 | 4,810,789,809,665,943,000 | fraud_Gaylord-Powlowski | home | 11.99 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | ac5a08cef335889e86a47511cd737515 | 1,371,671,037 | 39.042368 | -84.55077 | 0 |
1,292,426 | 2020-06-19 19:44:49 | 3,581,130,339,108,561 | fraud_Kihn-Fritsch | food_dining | 33.58 | Gregory | Wood | M | 622 Robert Summit | Akron | OH | 44,307 | 41.0695 | -81.5488 | 272,134 | Call centre manager | 1964-03-15 | c40fd41d7d41c204ddb348307032a2d0 | 1,371,671,089 | 40.128558 | -82.381384 | 0 |
1,292,427 | 2020-06-19 19:44:58 | 2,285,066,385,084,291 | fraud_Wilkinson LLC | personal_care | 91.8 | Richard | Brown | M | 17819 Jose Mount Suite 657 | Heidelberg | MS | 39,439 | 31.882 | -88.9981 | 4,573 | Exhibitions officer, museum/gallery | 1988-02-15 | e66cb949e03a56d688d96eb20251e9fd | 1,371,671,098 | 31.138228 | -89.137626 | 0 |
1,292,428 | 2020-06-19 19:45:26 | 3,529,597,810,116,815 | fraud_Schmeler Inc | misc_pos | 97.81 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | 7c720b75581d41ac047a80dbdf282cea | 1,371,671,126 | 40.445648 | -77.058969 | 0 |
1,292,429 | 2020-06-19 19:45:32 | 375,534,208,663,984 | fraud_Hettinger, McCullough and Fay | home | 78.16 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | a3441e3a6a255288eccf7b9c69179dd2 | 1,371,671,132 | 37.746236 | -80.140346 | 0 |
1,292,430 | 2020-06-19 19:45:47 | 4,505,383,113,689 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 9.7 | Alicia | Hawkins | F | 507 John Overpass Suite 424 | Harwood | MD | 20,776 | 38.8582 | -76.6145 | 3,289 | Quantity surveyor | 1933-03-15 | 8fdf8a21af12921729b045b9d7feeadd | 1,371,671,147 | 38.277958 | -75.914388 | 0 |
1,292,431 | 2020-06-19 19:46:00 | 4,708,992,452,821,239 | fraud_Little Ltd | kids_pets | 46.07 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 96689a977c3d2b42eb241cda941c8919 | 1,371,671,160 | 35.815467 | -90.517364 | 0 |
1,292,432 | 2020-06-19 19:47:08 | 2,266,735,643,685,262 | fraud_Lynch-Wisozk | home | 46.03 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 6f89b4949c69d1089e884946596176be | 1,371,671,228 | 35.236332 | -86.050432 | 0 |
1,292,433 | 2020-06-19 19:47:27 | 6,011,626,928,491,360 | fraud_Windler LLC | kids_pets | 134.79 | Heather | Roberts | F | 62934 Maria Cliffs Suite 350 | Bethel Springs | TN | 38,315 | 35.2289 | -88.644 | 3,876 | Senior tax professional/tax inspector | 1960-11-19 | 7df74a0e90195df7fd567b0d260ee720 | 1,371,671,247 | 34.267893 | -87.827196 | 0 |
1,292,434 | 2020-06-19 19:49:33 | 30,364,087,349,027 | fraud_Streich, Dietrich and Barton | shopping_net | 4.09 | Samuel | Sandoval | M | 0005 Morrison Land | Mounds | OK | 74,047 | 35.8896 | -96.0887 | 7,163 | Fitness centre manager | 1982-02-05 | e0cdd4e9b71de3e20dd8d11f3ee2c7fe | 1,371,671,373 | 35.634981 | -95.315984 | 0 |
1,292,435 | 2020-06-19 19:49:55 | 3,506,040,590,383,211 | fraud_Dare-Gibson | health_fitness | 71.38 | Michael | Orozco | M | 13956 Hughes Causeway Suite 124 | Alder | MT | 59,710 | 45.1939 | -112.0568 | 286 | Chief of Staff | 1989-03-09 | cfaeb1f019c312bee5bc46bbc0a65bdd | 1,371,671,395 | 44.212153 | -112.045554 | 0 |
1,292,436 | 2020-06-19 19:52:13 | 4,497,451,418,073,897,000 | fraud_Medhurst PLC | shopping_net | 53.34 | Elizabeth | Glover | F | 246 Stewart Green Suite 149 | West Monroe | LA | 71,291 | 32.5317 | -92.176 | 54,185 | Radiographer, diagnostic | 1992-11-20 | 9022b7d59d9df3632d16b7e36653643e | 1,371,671,533 | 33.091981 | -91.812856 | 0 |
1,292,437 | 2020-06-19 19:52:27 | 38,052,002,992,326 | fraud_Kertzmann LLC | health_fitness | 97.07 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | 39c90f9fc04cabee9368f7be5efa8657 | 1,371,671,547 | 30.992234 | -95.659255 | 0 |
1,292,438 | 2020-06-19 19:52:28 | 4,173,950,183,554,608 | fraud_Bernhard-Lesch | food_dining | 159.2 | Stephen | Marshall | M | 47144 Roberts Keys | Monmouth Beach | NJ | 7,750 | 40.333 | -73.9809 | 3,279 | Health promotion specialist | 1978-10-05 | 95682f84340dd46545168b44efd164db | 1,371,671,548 | 40.908 | -74.418983 | 0 |
1,292,439 | 2020-06-19 19:52:34 | 3,585,740,823,295,298 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 52.81 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 730c7816f2ef2d2cbf675f6ab2d51b7c | 1,371,671,554 | 35.16249 | -99.653915 | 0 |
1,292,440 | 2020-06-19 19:52:35 | 3,521,815,216,091,574 | fraud_Stark-Koss | home | 83.3 | Wayne | Marsh | M | 172 Leonard Island | Dumont | CO | 80,436 | 39.7532 | -105.6356 | 565 | Mental health nurse | 1978-08-27 | 58c66281da8cbae3fd86965e225b9c8a | 1,371,671,555 | 39.745415 | -104.879287 | 0 |
1,292,441 | 2020-06-19 19:52:50 | 340,103,199,302,564 | fraud_Bednar PLC | kids_pets | 69.79 | Sophia | Dickson | F | 9047 Rodriguez Turnpike | Gibsonville | NC | 27,249 | 36.1183 | -79.5685 | 12,486 | Arboriculturist | 1934-02-09 | 332a9e006f2d4b92fb2a4e6449db418b | 1,371,671,570 | 35.459068 | -79.585068 | 0 |
1,292,442 | 2020-06-19 19:52:56 | 630,469,040,731 | fraud_Botsford PLC | home | 15.64 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | bba939ac4e67c98f7a1e8a97736e3efe | 1,371,671,576 | 45.42995 | -120.964968 | 0 |
1,292,443 | 2020-06-19 19:53:55 | 4,792,627,764,422,478,000 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 1.53 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | ad18123c91f7a36931e43cb0bd2b5953 | 1,371,671,635 | 37.980964 | -95.561668 | 0 |
1,292,444 | 2020-06-19 19:53:58 | 3,565,423,334,076,143 | fraud_Schumm PLC | health_fitness | 18.76 | Nathan | Thomas | M | 4923 Campbell Pines Suite 717 | Carlisle | IN | 47,838 | 38.9763 | -87.3667 | 4,081 | Energy engineer | 1938-03-15 | 6a4f26efb6c167a2f828ce8a164a39da | 1,371,671,638 | 38.48792 | -87.240933 | 0 |
1,292,445 | 2020-06-19 19:54:24 | 6,502,195,877,055,606 | fraud_Kilback and Sons | entertainment | 78.74 | Nathan | Byrd | M | 155 Gregory Mount Suite 791 | Red Cliff | CO | 81,649 | 39.4584 | -106.3851 | 277 | Human resources officer | 1985-04-03 | c24ba8c401f26e8a49f6a7d4a33d6c26 | 1,371,671,664 | 38.740554 | -107.251248 | 0 |
1,292,446 | 2020-06-19 19:55:12 | 375,974,680,629,816 | fraud_Fadel-Hilpert | health_fitness | 130.01 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | dbbc254a1eec302079036fda92d4847d | 1,371,671,712 | 40.742156 | -73.504673 | 0 |
1,292,447 | 2020-06-19 19:56:56 | 2,266,735,643,685,262 | fraud_Gaylord-Powlowski | home | 64.5 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 7b9f04a473a4eb828108fba1cd37a3d5 | 1,371,671,816 | 35.45513 | -86.645524 | 0 |
1,292,448 | 2020-06-19 19:57:43 | 3,540,017,235,499,519 | fraud_Schaefer, Fay and Hilll | entertainment | 68.97 | Lawrence | Frost | M | 82448 Tucker Cliff | Kittery Point | ME | 3,905 | 43.0976 | -70.7121 | 1,780 | Broadcast engineer | 1983-01-21 | c2901d7e905f5f3a76084db626ae83c5 | 1,371,671,863 | 42.62283 | -70.942969 | 0 |
1,292,449 | 2020-06-19 19:57:45 | 4,745,996,322,265 | fraud_Bednar Group | misc_net | 172.11 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 8a99c038e0c1e027b8d89dba5c2be456 | 1,371,671,865 | 40.711091 | -86.682033 | 0 |
1,292,450 | 2020-06-19 19:57:54 | 3,587,044,315,915,002 | fraud_Durgan, Gislason and Spencer | home | 69.73 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | 629001b3b45600a1b7c95b42e3084bcc | 1,371,671,874 | 35.621193 | -88.413551 | 0 |
1,292,451 | 2020-06-19 19:58:20 | 36,360,452,125,889 | fraud_Ledner, Hartmann and Feest | health_fitness | 128.35 | Christopher | Raymond | M | 766 Potter Well | West Chazy | NY | 12,992 | 44.797 | -73.5112 | 4,778 | Engineering geologist | 1954-06-14 | f59b259773ad78fe9bf2f7aeb5a60718 | 1,371,671,900 | 45.334235 | -73.833235 | 0 |
1,292,452 | 2020-06-19 19:59:10 | 371,284,100,299,909 | fraud_Gibson-Deckow | entertainment | 56.74 | Hannah | Thomas | F | 1004 Willis Pass | Hedley | TX | 79,237 | 34.8698 | -100.6806 | 513 | Early years teacher | 1976-05-24 | 78a92a8108f57a0dc98eab5ddb63966d | 1,371,671,950 | 33.892862 | -100.817428 | 0 |
1,292,453 | 2020-06-19 20:00:17 | 3,511,378,610,369,890 | fraud_Botsford Ltd | shopping_pos | 190.49 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | ad94819486ad6cc7ee3f018ab27fefe0 | 1,371,672,017 | 34.007055 | -85.62119 | 0 |
1,292,454 | 2020-06-19 20:00:31 | 6,011,382,886,333,463 | fraud_Gottlieb Group | kids_pets | 142.22 | Martin | Duarte | M | 6251 Payne Flats Apt. 581 | Luzerne | MI | 48,636 | 44.6001 | -84.2931 | 864 | General practice doctor | 1942-05-04 | e2dbb4b2a127403d35f9580e6dbfad81 | 1,371,672,031 | 43.81355 | -83.849036 | 0 |
1,292,455 | 2020-06-19 20:01:04 | 4,255,397,449,664,186,000 | fraud_O'Connell, Botsford and Hand | home | 115.57 | George | Smith | M | 7377 Walton Extensions Apt. 979 | Dallas | TX | 75,236 | 32.69 | -96.9177 | 1,263,321 | Designer, interior/spatial | 1952-09-27 | 367de403a9dffd73989b9f757fca2e87 | 1,371,672,064 | 32.836641 | -97.57641 | 0 |
1,292,456 | 2020-06-19 20:01:48 | 4,908,846,471,916,297 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 1.69 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | 558c72df08e3b6d37840f8cbb0666701 | 1,371,672,108 | 32.645645 | -98.144636 | 0 |
1,292,457 | 2020-06-19 20:01:48 | 3,542,162,746,848,552 | fraud_Bauch-Blanda | entertainment | 38.38 | Bradley | Anderson | M | 3896 Gilmore Mill | Emmons | MN | 56,029 | 43.5089 | -93.4824 | 744 | Communications engineer | 1968-01-28 | 1ca61aaad24dc69c9996d5a525bb097d | 1,371,672,108 | 43.867872 | -92.958766 | 0 |
1,292,458 | 2020-06-19 20:02:06 | 4,208,110,975,550,360,000 | fraud_Gaylord-Powlowski | home | 74.23 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | f58ec6260e9ec7d38089b5a30e06cb10 | 1,371,672,126 | 32.316629 | -82.969777 | 0 |
1,292,459 | 2020-06-19 20:02:08 | 4,244,953,610,136,705,500 | fraud_Klein Group | entertainment | 76.19 | Christopher | Odom | M | 81446 Nicole Highway Apt. 874 | Richland | NJ | 8,350 | 39.485 | -74.8776 | 825 | Licensed conveyancer | 1991-07-06 | 0eb65e8db0d4d858b1522643c4a6f8c3 | 1,371,672,128 | 38.853025 | -74.545919 | 0 |
1,292,460 | 2020-06-19 20:02:49 | 4,423,489,490,781,412 | fraud_Botsford PLC | home | 24.89 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | 539b988852d67cc6ab086ca6e14d2c38 | 1,371,672,169 | 42.472834 | -89.526417 | 0 |
1,292,461 | 2020-06-19 20:03:43 | 376,028,110,684,021 | fraud_Fadel, Mertz and Rippin | entertainment | 78.64 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | 48216ecae6ad0e9c196e64d4db50bce5 | 1,371,672,223 | 39.767079 | -93.926391 | 0 |
1,292,462 | 2020-06-19 20:03:58 | 4,755,696,071,492 | fraud_McKenzie-Huels | food_dining | 10.72 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 33d4e99ddde9412e3139bf1862975f25 | 1,371,672,238 | 32.668471 | -96.460445 | 0 |
1,292,463 | 2020-06-19 20:04:03 | 4,990,494,243,023 | fraud_Kilback LLC | food_dining | 9.75 | Martin | Ford | M | 56812 Francis Courts | Corriganville | MD | 21,524 | 39.6967 | -78.8031 | 626 | Energy engineer | 1960-12-13 | af0d7f56c9e27bc0a36f0ad1c7133ef9 | 1,371,672,243 | 39.080805 | -78.991167 | 0 |
1,292,464 | 2020-06-19 20:06:09 | 3,553,629,419,254,918 | fraud_Hettinger, McCullough and Fay | home | 14.84 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 03ca1a0b209e4bb204183783994586dd | 1,371,672,369 | 49.139118 | -121.631612 | 0 |
1,292,465 | 2020-06-19 20:06:37 | 4,810,839,835,482,794,000 | fraud_Balistreri-Nader | misc_pos | 45.39 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | 009de403cf74630f5e56948f40a553e4 | 1,371,672,397 | 37.09382 | -94.909416 | 0 |
1,292,466 | 2020-06-19 20:06:48 | 3,540,210,836,308,425 | fraud_Gulgowski LLC | home | 79.41 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | fabebe2dc97867cb295acb7be9d2b9dc | 1,371,672,408 | 34.79875 | -101.855386 | 0 |
1,292,467 | 2020-06-19 20:08:34 | 6,011,367,958,204,270 | fraud_Larkin, Stracke and Greenfelder | entertainment | 207.76 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | d2a00076a2a2120267ab1bddd11420d1 | 1,371,672,514 | 42.142265 | -81.449071 | 0 |
1,292,468 | 2020-06-19 20:08:47 | 3,558,881,852,140,592 | fraud_O'Reilly, Mohr and Purdy | home | 70.71 | Christopher | Holt | M | 05597 Michael Spurs | Parks | AZ | 86,018 | 35.2563 | -111.95 | 759 | Geologist, engineering | 1957-03-28 | 1a37e443ef9b53945f7d26362d4b9165 | 1,371,672,527 | 35.705162 | -112.10381 | 0 |
1,292,469 | 2020-06-19 20:09:28 | 345,933,964,507,467 | fraud_Gulgowski LLC | home | 105.28 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 1935ab713b513de11dda1dcb65e11361 | 1,371,672,568 | 37.90059 | -75.459279 | 0 |
1,292,470 | 2020-06-19 20:09:41 | 345,389,171,551,808 | fraud_Champlin-Casper | home | 83.01 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | 7a5318bd294e4d043944a4d3739399a1 | 1,371,672,581 | 33.932318 | -88.868603 | 0 |
1,292,471 | 2020-06-19 20:10:25 | 3,524,574,586,339,330 | fraud_Lynch-Mohr | travel | 5.25 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | aa210b180e8a904c0418579164cfa0d7 | 1,371,672,625 | 26.902089 | -80.329501 | 0 |
1,292,472 | 2020-06-19 20:10:26 | 30,131,826,429,364 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 4.38 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 802fd2a9ac9aeb1ac1fa124e823fb741 | 1,371,672,626 | 35.402698 | -84.737368 | 0 |
1,292,473 | 2020-06-19 20:11:15 | 38,199,021,865,320 | fraud_Torp, Muller and Borer | health_fitness | 79.2 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | 444b502d5e1165888cb340c3fc59664b | 1,371,672,675 | 43.324898 | -71.979239 | 0 |
1,292,474 | 2020-06-19 20:11:26 | 4,277,232,699,798,846 | fraud_Sporer-Keebler | personal_care | 18.26 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | 327e26fc21d9edf0f0200c9c659532eb | 1,371,672,686 | 45.377001 | -104.087668 | 0 |
1,292,475 | 2020-06-19 20:11:27 | 630,424,987,505 | fraud_Nienow PLC | entertainment | 138.63 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | b4ed95d91d7703444400e48ac52ff193 | 1,371,672,687 | 39.774723 | -80.434183 | 0 |
1,292,476 | 2020-06-19 20:11:27 | 30,371,006,069,917 | fraud_Schroeder Group | health_fitness | 138.29 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | f4569a62744f48a372166840f16e9d6e | 1,371,672,687 | 38.499109 | -90.216061 | 0 |
1,292,477 | 2020-06-19 20:11:32 | 3,583,793,405,872,580 | fraud_Kuhn LLC | shopping_pos | 158.23 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 8b2d1b8e94f72a253bc2195fee37b3f1 | 1,371,672,692 | 35.538289 | -99.881638 | 0 |
1,292,478 | 2020-06-19 20:12:02 | 30,248,898,834,493 | fraud_Gulgowski LLC | home | 53.33 | Michael | Rodriguez | M | 172 Paula Inlet Apt. 650 | Cross Plains | TX | 76,443 | 32.1482 | -99.1872 | 1,897 | Chief Operating Officer | 1953-04-19 | 53f49e1f231a58d7436b9bb1a24c6897 | 1,371,672,722 | 33.100906 | -100.0525 | 0 |
1,292,479 | 2020-06-19 20:12:22 | 180,042,946,491,150 | fraud_Kihn, Abernathy and Douglas | shopping_net | 4.56 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | f93ba98efbf3a6c0aa65408f7e7a9992 | 1,371,672,742 | 28.435785 | -82.427876 | 0 |
1,292,480 | 2020-06-19 20:13:12 | 38,588,538,868,506 | fraud_Leffler-Goldner | personal_care | 8.68 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | d416baefaa1aa257f0cabe9ef9db0766 | 1,371,672,792 | 31.060302 | -103.051602 | 0 |
1,292,481 | 2020-06-19 20:13:29 | 6,564,459,919,350,820 | fraud_Bahringer Group | health_fitness | 16.24 | Douglas | Willis | M | 619 Jeremy Garden Apt. 681 | Benton | WI | 53,803 | 42.5545 | -90.3508 | 1,306 | Public relations officer | 1958-09-10 | 66a803c42b18a0c564d47a4df590d841 | 1,371,672,809 | 43.31299 | -89.762886 | 0 |
1,292,482 | 2020-06-19 20:13:36 | 4,810,789,809,665,943,000 | fraud_Witting, Beer and Ernser | home | 3.88 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 1ccf5b70ab28d8add7694f14564ce8a5 | 1,371,672,816 | 38.843615 | -83.533049 | 0 |
1,292,483 | 2020-06-19 20:14:05 | 2,305,336,922,781,618 | fraud_Schuppe LLC | entertainment | 49.8 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | 583ea7839343d9850f62421b08e1d4f8 | 1,371,672,845 | 39.886835 | -92.390952 | 0 |
1,292,484 | 2020-06-19 20:14:08 | 4,005,676,619,255,478 | fraud_Bauch-Blanda | entertainment | 213.52 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 0e39376ec089e66ffb5a24ade56e3696 | 1,371,672,848 | 30.235325 | -91.45814 | 0 |
1,292,485 | 2020-06-19 20:14:37 | 4,897,067,971,111,210,000 | fraud_Lubowitz-Walter | kids_pets | 150.68 | Randy | Wood | M | 542 Howe Mission Apt. 092 | Port Richey | FL | 34,668 | 28.3011 | -82.6927 | 42,619 | Environmental education officer | 1975-10-07 | 13a7f0d7841110ba2ff3ea15856b5a83 | 1,371,672,877 | 28.070421 | -83.63243 | 0 |
1,292,486 | 2020-06-19 20:15:06 | 4,560,395,181,594,436,000 | fraud_Romaguera, Wehner and Tromp | kids_pets | 30 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 5c1ea5314ae61f88894b63bfcf2cff1b | 1,371,672,906 | 39.250827 | -123.485557 | 0 |
1,292,487 | 2020-06-19 20:15:45 | 376,445,266,762,684 | fraud_Lowe, Dietrich and Erdman | kids_pets | 5.98 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | d7b7abe1032aaec7c7d4aa3959d7765d | 1,371,672,945 | 41.088104 | -100.378759 | 0 |
1,292,488 | 2020-06-19 20:15:56 | 4,601,636,330,889 | fraud_Pollich LLC | home | 40.19 | Mark | Rivera | M | 383 Contreras Hills Suite 658 | Humble | TX | 77,338 | 30.0041 | -95.2825 | 194,500 | Tax adviser | 1990-12-18 | 19353fff813c033017d901a753d56e28 | 1,371,672,956 | 30.328906 | -95.607936 | 0 |
1,292,489 | 2020-06-19 20:15:57 | 639,030,014,711 | fraud_Weber, Thiel and Hammes | kids_pets | 58.76 | Stephen | Lopez | M | 696 Matthew Ford Suite 157 | Olmsted | IL | 62,970 | 37.1935 | -89.0933 | 639 | Mechanical engineer | 1982-08-01 | 6fa331055c4a7f9564d36c550f63ce25 | 1,371,672,957 | 36.607787 | -88.869213 | 0 |
1,292,490 | 2020-06-19 20:16:01 | 30,446,018,552,504 | fraud_Langworth LLC | personal_care | 25.58 | Felicia | Thomas | F | 47035 Murray Harbors | Achille | OK | 74,720 | 33.8396 | -96.3648 | 608 | Seismic interpreter | 1993-05-27 | e214c0b7df4a380cab937dab271082aa | 1,371,672,961 | 34.442677 | -96.96158 | 0 |
1,292,491 | 2020-06-19 20:16:40 | 3,586,008,444,788,268 | fraud_Stark-Koss | home | 41.38 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 2ef46f35757772f82d6a7e3082e30c56 | 1,371,673,000 | 47.765786 | -121.522334 | 0 |
1,292,492 | 2020-06-19 20:17:03 | 676,372,984,911 | fraud_Lesch Ltd | shopping_pos | 3.06 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | cf716b051d0fe79e15da30e91e6f6397 | 1,371,673,023 | 39.965644 | -98.103638 | 0 |
1,292,493 | 2020-06-19 20:17:23 | 565,399,283,797 | fraud_Rippin-VonRueden | health_fitness | 76.05 | Anthony | Allen | M | 6993 Carr Lodge Apt. 311 | Jordan Valley | OR | 97,910 | 42.8801 | -117.281 | 641 | Economist | 1993-11-24 | bd8bbbbb00744f62bd6a637f3faff8c6 | 1,371,673,043 | 42.388829 | -117.989237 | 0 |
1,292,494 | 2020-06-19 20:17:25 | 4,939,976,756,738,216 | fraud_Hammes-Beatty | kids_pets | 75.54 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | f33fc377bbb42b1b632e1e8b07266bcf | 1,371,673,045 | 25.964472 | -98.752478 | 0 |
1,292,495 | 2020-06-19 20:18:49 | 213,193,596,103,206 | fraud_Altenwerth-Kilback | home | 95.28 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | bd2457e85087bf1dd8da3b33d4825d80 | 1,371,673,129 | 45.195134 | -85.357542 | 0 |
1,292,496 | 2020-06-19 20:19:00 | 6,011,329,966,782,895 | fraud_Friesen Ltd | health_fitness | 40.41 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | 878bf9e1ee2e11cf3c6255074cd65251 | 1,371,673,140 | 36.110133 | -95.563176 | 0 |
1,292,497 | 2020-06-19 20:19:10 | 6,011,679,934,075,347 | fraud_Parker-Kunde | personal_care | 46.93 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | dee0350b6decb3b77534fdce83f454ce | 1,371,673,150 | 40.344673 | -106.618898 | 0 |
1,292,498 | 2020-06-19 20:19:34 | 4,512,828,414,983,802,000 | fraud_Watsica LLC | personal_care | 110.87 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 7b76f78974a184d82a34126c0d448426 | 1,371,673,174 | 40.735376 | -80.383996 | 0 |
1,292,499 | 2020-06-19 20:21:01 | 30,541,100,351,706 | fraud_Mosciski, Ziemann and Farrell | shopping_net | 49.8 | Derrick | George | M | 575 Chapman Union | Spring | TX | 77,379 | 30.0377 | -95.5326 | 316,665 | Education officer, museum | 1990-09-12 | 8e46c01eff7947a58c69bcd28f208174 | 1,371,673,261 | 29.237461 | -94.696385 | 0 |
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