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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,274,900 | 2020-06-13 19:44:27 | 3,523,843,138,706,408 | fraud_Windler LLC | kids_pets | 80.35 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | 9d61713a67f21589485e467689975ebe | 1,371,152,667 | 33.063377 | -87.204292 | 0 |
1,274,901 | 2020-06-13 19:44:59 | 676,248,282,243 | fraud_Parker-Kunde | personal_care | 71.01 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | e2699d8a3c107b8af83f875170fb6a98 | 1,371,152,699 | 26.596387 | -81.451631 | 0 |
1,274,902 | 2020-06-13 19:45:26 | 4,725,673,654,161,314 | fraud_Ebert-Daugherty | travel | 838.57 | Alex | White | M | 874 Fred Knolls Apt. 609 | Orient | NY | 11,957 | 41.1437 | -72.2879 | 743 | Video editor | 1968-09-19 | 5f23b2f00483c1464a9e59dd0d9e60cb | 1,371,152,726 | 42.017617 | -72.486477 | 0 |
1,274,903 | 2020-06-13 19:45:31 | 4,681,699,462,969 | fraud_Kassulke PLC | shopping_net | 9.44 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 6ce10188326678d1a4e56a5bc23a6874 | 1,371,152,731 | 36.801561 | -85.609117 | 0 |
1,274,904 | 2020-06-13 19:46:33 | 375,974,680,629,816 | fraud_Shanahan-Lehner | personal_care | 42.84 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 673e52ae9f050be293795f1b3eded9c0 | 1,371,152,793 | 42.070337 | -73.56823 | 0 |
1,274,905 | 2020-06-13 19:46:33 | 4,260,128,500,325 | fraud_Ratke and Sons | health_fitness | 11.41 | Whitney | Gallagher | F | 0374 Courtney Islands Apt. 400 | Deane | KY | 41,812 | 37.2409 | -82.7696 | 230 | Conservation officer, historic buildings | 1997-08-04 | d9c31a5eacb815412050cc4ae92f3c99 | 1,371,152,793 | 37.682918 | -83.496996 | 0 |
1,274,906 | 2020-06-13 19:46:53 | 503,874,407,318 | fraud_Fritsch and Sons | health_fitness | 126.64 | Andrew | Mcgee | M | 4130 Tiffany Glen Apt. 562 | San Antonio | TX | 78,248 | 29.5894 | -98.5201 | 1,595,797 | Exhibition designer | 1975-12-28 | 81cbb8bf248840f765c7247c1603fa23 | 1,371,152,813 | 30.468722 | -99.355315 | 0 |
1,274,907 | 2020-06-13 19:47:30 | 4,169,388,510,116 | fraud_Feil, Hilpert and Koss | food_dining | 42.21 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | 2c6c6206cb8165147c9429e5d0edb08d | 1,371,152,850 | 43.202416 | -76.177049 | 0 |
1,274,908 | 2020-06-13 19:47:35 | 3,556,613,125,071,656 | fraud_Grimes LLC | entertainment | 28.52 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 9723d34bdbda37b1525e1d848371630f | 1,371,152,855 | 28.289609 | -94.890682 | 0 |
1,274,909 | 2020-06-13 19:47:55 | 4,708,992,452,821,239 | fraud_Bradtke, Torp and Bahringer | personal_care | 24.82 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 846f31e8cde769407b89ea1066ea3e51 | 1,371,152,875 | 36.216346 | -91.365427 | 0 |
1,274,910 | 2020-06-13 19:47:58 | 4,861,310,130,652,567,000 | fraud_Kutch-Wilderman | home | 18.16 | 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 | 73610e50e5d506caec53618b607141a3 | 1,371,152,878 | 30.205571 | -91.73726 | 0 |
1,274,911 | 2020-06-13 19:48:27 | 4,810,839,835,482,794,000 | fraud_Brown Inc | kids_pets | 58.16 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | 26ddd25ed8f6c66636ab065a8c76b7d2 | 1,371,152,907 | 36.827269 | -93.749473 | 0 |
1,274,912 | 2020-06-13 19:48:28 | 2,252,055,259,910,912 | fraud_Bahringer, Bergnaum and Quitzon | home | 68.71 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | ff950e3f734dc8a03265c16bcb842ef1 | 1,371,152,908 | 43.915077 | -89.469073 | 0 |
1,274,913 | 2020-06-13 19:48:32 | 3,593,118,134,380,341 | fraud_Beier and Sons | home | 11.18 | Laura | Casey | F | 6114 Moran Way | Steuben | ME | 4,680 | 44.4971 | -67.9503 | 1,131 | Make | 1959-05-10 | 12c2a2b3b4e0d7dea3f180303df9d162 | 1,371,152,912 | 44.51304 | -67.134883 | 0 |
1,274,914 | 2020-06-13 19:48:37 | 6,547,670,341,037,171 | fraud_Shanahan-Lehner | personal_care | 54.13 | Bryce | Joseph | M | 148 Baker Field | Chester Heights | PA | 19,017 | 39.8839 | -75.4669 | 348 | Management consultant | 1945-05-05 | e62702b5a9162aff44bac34f5df20f1e | 1,371,152,917 | 40.701733 | -75.408627 | 0 |
1,274,915 | 2020-06-13 19:49:20 | 347,073,228,412,010 | fraud_Medhurst Inc | home | 80.75 | Ryan | Johnson | M | 40178 Lisa Mission | Alva | WY | 82,711 | 44.6873 | -104.4414 | 110 | Administrator, local government | 1973-05-16 | 6c0cf90024c426343d68d6dfe204a09a | 1,371,152,960 | 43.692583 | -104.80876 | 0 |
1,274,916 | 2020-06-13 19:49:36 | 3,534,330,126,107,879 | fraud_Beer-Jast | kids_pets | 49.4 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | 10adb66ad4eb484643c1940fbb14fef7 | 1,371,152,976 | 45.889373 | -108.030668 | 0 |
1,274,917 | 2020-06-13 19:50:37 | 3,568,736,585,751,727 | fraud_Romaguera, Wehner and Tromp | kids_pets | 47.94 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | 2194a9584e6b5de01220c46b239e2316 | 1,371,153,037 | 41.567848 | -93.566692 | 0 |
1,274,918 | 2020-06-13 19:50:43 | 3,513,285,035,244,624 | fraud_Waelchi Inc | kids_pets | 64.47 | Ariana | Campbell | F | 50932 Neal Valley | Daniels | WV | 25,832 | 37.7256 | -81.1087 | 3,994 | Biochemist, clinical | 1936-11-05 | c5ab615d6b5b6b0df743f63fb1ea1317 | 1,371,153,043 | 37.12142 | -80.68673 | 0 |
1,274,919 | 2020-06-13 19:51:03 | 30,029,052,116,970 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 5.58 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | 39487f897e1a338ff0d7d98afb277a9f | 1,371,153,063 | 41.309902 | -80.110386 | 0 |
1,274,920 | 2020-06-13 19:51:17 | 571,365,235,126 | fraud_Jast-McDermott | shopping_pos | 2.92 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 3716e147d5519600a5a936703eeb6003 | 1,371,153,077 | 43.82491 | -86.518454 | 0 |
1,274,921 | 2020-06-13 19:51:33 | 3,583,635,130,604,947 | fraud_Hoppe, Harris and Bednar | entertainment | 143.35 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 3073ba8a549eaf4591a990d1a8d96593 | 1,371,153,093 | 40.542322 | -75.652645 | 0 |
1,274,922 | 2020-06-13 19:51:44 | 4,003,989,662,068,504 | fraud_Volkman PLC | food_dining | 121.29 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | b2380ff9ee2a70a1ebdc9fe6006bd88c | 1,371,153,104 | 33.83713 | -87.608414 | 0 |
1,274,923 | 2020-06-13 19:51:50 | 4,900,628,639,996 | fraud_Dickinson-Rempel | misc_pos | 1.38 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | e11c6e747d8752f2c21489da367bddfa | 1,371,153,110 | 33.126644 | -118.759562 | 0 |
1,274,924 | 2020-06-13 19:51:51 | 4,210,078,554,961,359,000 | fraud_Greenholt Ltd | health_fitness | 4.35 | Valerie | Clark | F | 7402 West Ranch | Lowell | OR | 97,452 | 43.921 | -122.7806 | 1,420 | Systems analyst | 1965-11-11 | 9fa65a9159de9a7963aad31434b6bc8d | 1,371,153,111 | 43.416189 | -122.309741 | 0 |
1,274,925 | 2020-06-13 19:52:04 | 3,558,652,751,678,952 | fraud_Waelchi-Wolf | kids_pets | 180.84 | Teresa | Blankenship | F | 6638 Lucero Mill Suite 952 | Karnack | TX | 75,661 | 32.6205 | -94.2 | 2,807 | Chiropodist | 1931-01-26 | 6322597d6fc10dad787c4bb5726d7f18 | 1,371,153,124 | 32.865037 | -93.584593 | 0 |
1,274,926 | 2020-06-13 19:54:17 | 372,509,258,176,510 | fraud_Turner and Sons | shopping_pos | 64.01 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 33ec7b1a6eaed222f466f58f0c25ea61 | 1,371,153,257 | 43.637067 | -83.092623 | 0 |
1,274,927 | 2020-06-13 19:55:05 | 3,582,754,887,089,201 | fraud_Reichel LLC | personal_care | 13.69 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | e04d0871b7af8706df0c9a20583e419c | 1,371,153,305 | 33.667471 | -93.21043 | 0 |
1,274,928 | 2020-06-13 19:55:23 | 3,520,550,088,202,337 | fraud_Fahey Inc | kids_pets | 14.91 | Micheal | Walters | M | 15315 Vaughn Park Suite 356 | Hovland | MN | 55,606 | 47.8342 | -90.0476 | 272 | Freight forwarder | 2001-07-05 | 41daa55af66e16cbae7809adff3b1000 | 1,371,153,323 | 48.234996 | -89.656858 | 0 |
1,274,929 | 2020-06-13 19:56:33 | 2,720,433,095,629,877 | fraud_Kuphal-Toy | food_dining | 4.14 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | ef148120b087ba27756d678cae015381 | 1,371,153,393 | 44.07712 | -69.263566 | 0 |
1,274,930 | 2020-06-13 19:56:38 | 4,605,902,936,394 | fraud_Weimann-Lockman | kids_pets | 25.41 | Vincent | Mueller | M | 79019 Taylor Cliffs | Dallas | TX | 75,238 | 32.877 | -96.708 | 1,263,321 | Drilling engineer | 1959-06-28 | 699c8aa2d4663d5da43f2fbfcdae7472 | 1,371,153,398 | 32.297642 | -96.515255 | 0 |
1,274,931 | 2020-06-13 19:56:44 | 3,540,210,836,308,425 | fraud_Koss, Hansen and Lueilwitz | home | 74.69 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 1360d5d03fe10fd86cee6f007cfb5d68 | 1,371,153,404 | 34.159 | -103.054215 | 0 |
1,274,932 | 2020-06-13 19:56:47 | 3,523,898,249,167,098 | fraud_Kub PLC | personal_care | 28.88 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 16fc45b5b3bb33ddabc1e34a742f29ff | 1,371,153,407 | 41.291012 | -74.468452 | 0 |
1,274,933 | 2020-06-13 19:56:59 | 213,156,747,557,083 | fraud_Dooley Inc | shopping_pos | 2.83 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 9fc1f34e3dd8e10d7601ed567ad87c0a | 1,371,153,419 | 33.726677 | -117.456749 | 0 |
1,274,934 | 2020-06-13 19:57:11 | 2,266,735,643,685,262 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 1.78 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 9821ea19b5710b65c27a6763350cd208 | 1,371,153,431 | 33.942413 | -85.311006 | 0 |
1,274,935 | 2020-06-13 19:58:53 | 30,487,648,872,433 | fraud_Ratke and Sons | health_fitness | 74.3 | Stephanie | Crane | F | 144 Martinez Curve | Central | IN | 47,110 | 38.097 | -86.1723 | 350 | Counsellor | 1955-01-05 | ade291775bf65d7d1870468f158bc92c | 1,371,153,533 | 38.17867 | -86.57961 | 0 |
1,274,936 | 2020-06-13 19:58:59 | 676,369,110,710 | fraud_Mante, Luettgen and Hackett | health_fitness | 14.22 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | b736d9f3cb923f0703918cd03d80928a | 1,371,153,539 | 43.166255 | -83.010815 | 0 |
1,274,937 | 2020-06-13 19:59:34 | 4,464,457,352,619 | fraud_Jewess LLC | shopping_pos | 9.38 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 77fba63e652fe6af864c78b79c0f7651 | 1,371,153,574 | 28.908749 | -83.981684 | 0 |
1,274,938 | 2020-06-13 19:59:34 | 4,797,297,220,948,469,000 | fraud_Kozey-Boehm | shopping_net | 15.02 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 6a768b59778bcb0ddebaa47616389d25 | 1,371,153,574 | 37.925599 | -86.513901 | 0 |
1,274,939 | 2020-06-13 19:59:39 | 4,099,707,841,315,751 | fraud_Kihn, Brakus and Goyette | personal_care | 24.06 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 7fe784ea7f35ca8d80942f13c2ba8eb4 | 1,371,153,579 | 38.145369 | -77.417447 | 0 |
1,274,940 | 2020-06-13 19:59:49 | 30,029,052,116,970 | fraud_Roob, Conn and Tremblay | shopping_pos | 1.99 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | 9ec99378577b4ddd4a168ae8abe7a9b6 | 1,371,153,589 | 42.517116 | -78.207027 | 0 |
1,274,941 | 2020-06-13 20:00:03 | 2,291,163,933,867,244 | fraud_Denesik, Powlowski and Pouros | home | 78.79 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | ae656ac1c004b14c2102e5acbbbe8b62 | 1,371,153,603 | 33.768532 | -80.72981 | 0 |
1,274,942 | 2020-06-13 20:00:36 | 3,523,843,138,706,408 | fraud_Morissette-Schaefer | personal_care | 40.53 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | 6965aa7dbecd5ad780da99b6731ef270 | 1,371,153,636 | 33.038042 | -86.571313 | 0 |
1,274,943 | 2020-06-13 20:00:42 | 349,612,764,943,496 | fraud_Parker, Nolan and Trantow | entertainment | 86.82 | Xavier | Beltran | M | 61107 Edwards Dam Apt. 463 | Big Creek | KY | 40,914 | 37.1046 | -83.5706 | 467 | Psychologist, forensic | 1984-06-04 | 61c0d430c9e6d97d4a5fc6d5a51442b9 | 1,371,153,642 | 37.286872 | -83.84616 | 0 |
1,274,944 | 2020-06-13 20:01:50 | 4,651,007,077,623,147 | fraud_Bednar PLC | kids_pets | 128.66 | Andrea | Lewis | F | 43075 Cohen Shoals | Ashford | WA | 98,304 | 46.7531 | -121.9898 | 759 | Video editor | 1956-09-14 | 1c3a16c60e0d35fa10841ed9e788eafe | 1,371,153,710 | 47.02095 | -122.465197 | 0 |
1,274,945 | 2020-06-13 20:03:00 | 630,441,765,090 | fraud_Lubowitz, Terry and Stracke | personal_care | 44 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | 56d0d2ab54815db2cd885508c87dd00d | 1,371,153,780 | 32.164833 | -99.458688 | 0 |
1,274,946 | 2020-06-13 20:03:29 | 375,248,307,838,179 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 104.95 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | 626f7d1dbcdf43dacdbe230ed019ef15 | 1,371,153,809 | 38.586727 | -79.278432 | 0 |
1,274,947 | 2020-06-13 20:04:01 | 4,584,931,703,207,308,300 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 38.32 | Amanda | Gomez | F | 8152 Brittany Centers | Dallas | TX | 75,218 | 32.8463 | -96.6972 | 1,263,321 | Designer, ceramics/pottery | 1975-04-16 | 9d0cb9dfb848692f592bd71c5350d995 | 1,371,153,841 | 33.726123 | -96.183363 | 0 |
1,274,948 | 2020-06-13 20:04:07 | 502,038,091,380 | fraud_Kling-Ernser | entertainment | 82.28 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | 58bbc3d2773fb4c96a9fc586993ae392 | 1,371,153,847 | 37.244267 | -93.310598 | 0 |
1,274,949 | 2020-06-13 20:04:11 | 30,273,037,698,427 | fraud_Ruecker, Beer and Collier | shopping_net | 11.08 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 9e3fe809c8e50d36f79a3ebf3f76d313 | 1,371,153,851 | 35.346241 | -90.774059 | 0 |
1,274,950 | 2020-06-13 20:04:18 | 372,509,258,176,510 | fraud_Wilkinson LLC | personal_care | 7.76 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 69d17744e2f03c89e027f37fed216104 | 1,371,153,858 | 43.548742 | -82.715467 | 0 |
1,274,951 | 2020-06-13 20:04:20 | 4,239,436,242,473 | fraud_Streich, Rolfson and Wilderman | kids_pets | 16.91 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | 2736f552e89fa5e60f66cf394ad0379f | 1,371,153,860 | 38.608849 | -77.061933 | 0 |
1,274,952 | 2020-06-13 20:04:37 | 6,564,459,919,350,820 | fraud_Cronin, Kshlerin and Weber | health_fitness | 11.59 | Douglas | Willis | M | 619 Jeremy Garden Apt. 681 | Benton | WI | 53,803 | 42.5545 | -90.3508 | 1,306 | Public relations officer | 1958-09-10 | ac41f60c167e87690522a08d179a6a35 | 1,371,153,877 | 41.563495 | -90.768726 | 0 |
1,274,953 | 2020-06-13 20:04:50 | 3,525,590,521,269,779 | fraud_Volkman-Predovic | shopping_net | 4.93 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | e9a324b673d26c4d229b901a949a536b | 1,371,153,890 | 35.289255 | -79.972084 | 0 |
1,274,954 | 2020-06-13 20:05:05 | 4,149,635,823,017 | fraud_Hudson-Grady | shopping_pos | 2.36 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | c9f1b982b91eba929a76c5e7311ca3da | 1,371,153,905 | 33.494446 | -86.468294 | 0 |
1,274,955 | 2020-06-13 20:05:39 | 639,030,014,711 | fraud_Stark-Koss | home | 84.81 | Stephen | Lopez | M | 696 Matthew Ford Suite 157 | Olmsted | IL | 62,970 | 37.1935 | -89.0933 | 639 | Mechanical engineer | 1982-08-01 | b611aac5d39dcd7f523ac75b79593649 | 1,371,153,939 | 36.9936 | -89.302115 | 0 |
1,274,956 | 2020-06-13 20:06:09 | 213,112,402,583,773 | fraud_Armstrong, Walter and Gottlieb | food_dining | 2.69 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | becbe7c7aef7fab179175c604a0daabd | 1,371,153,969 | 34.567263 | -81.937224 | 0 |
1,274,957 | 2020-06-13 20:08:28 | 4,378,993,458,389,626 | fraud_Effertz LLC | entertainment | 15.73 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | c3a8adaa5bb84dba54d2f4386c2ee791 | 1,371,154,108 | 44.71245 | -70.693532 | 0 |
1,274,958 | 2020-06-13 20:08:41 | 6,011,104,316,292,105 | fraud_Ebert-Daugherty | travel | 9.29 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 0b27c76a37dfcb12df99f22a7f8d7c57 | 1,371,154,121 | 37.731267 | -78.254178 | 0 |
1,274,959 | 2020-06-13 20:09:43 | 4,482,427,013,979,020 | fraud_Leannon-Nikolaus | travel | 2.15 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | f66070341e0a4bd86d9203583554563c | 1,371,154,183 | 39.713766 | -82.40061 | 0 |
1,274,960 | 2020-06-13 20:11:04 | 676,245,600,876 | fraud_Hauck, Dietrich and Funk | kids_pets | 43.29 | Ashley | Blanchard | F | 292 Lowe Dam Suite 858 | West Palm Beach | FL | 33,417 | 26.7197 | -80.1248 | 459,921 | Historic buildings inspector/conservation officer | 1960-06-14 | accf8cf2aa826c95075f22cd10acf4f1 | 1,371,154,264 | 26.818907 | -80.196466 | 0 |
1,274,961 | 2020-06-13 20:11:56 | 4,922,710,831,011,201 | fraud_Nienow PLC | entertainment | 38.44 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 82f93e6db1582453512533c22ebca614 | 1,371,154,316 | 40.212155 | -79.999292 | 0 |
1,274,962 | 2020-06-13 20:13:06 | 4,452,366,298,769,043 | fraud_Ullrich Ltd | kids_pets | 43.71 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | c28a995fa68521cb551f8b824f3a8c22 | 1,371,154,386 | 31.964992 | -97.446951 | 0 |
1,274,963 | 2020-06-13 20:13:34 | 180,031,190,491,743 | fraud_Macejkovic-Lesch | shopping_pos | 3.59 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | 72f7c4801ab4fe3dc68abac61d675004 | 1,371,154,414 | 31.625457 | -87.292892 | 0 |
1,274,964 | 2020-06-13 20:14:03 | 3,575,789,281,659,026 | fraud_Crona and Sons | kids_pets | 157.89 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 5b4e5924e71df1943f6bbf64b0fc0945 | 1,371,154,443 | 38.775271 | -93.792096 | 0 |
1,274,965 | 2020-06-13 20:16:06 | 377,993,105,397,617 | fraud_Rippin-VonRueden | health_fitness | 119.04 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 722a5a49412ed864b37f283734604195 | 1,371,154,566 | 44.128036 | -88.362893 | 0 |
1,274,966 | 2020-06-13 20:16:48 | 3,597,926,034,019,603 | fraud_Lehner, Reichert and Mills | misc_pos | 1.13 | Derrick | Flores | M | 83690 Nicholas Ports Apt. 846 | Oakland | TN | 38,060 | 35.2229 | -89.5518 | 9,496 | Furniture conservator/restorer | 1993-03-23 | 968153068a14c87fdc7270504873d5fe | 1,371,154,608 | 34.703195 | -88.578414 | 0 |
1,274,967 | 2020-06-13 20:16:52 | 4,935,858,973,307,492 | fraud_Fadel Inc | health_fitness | 76.77 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | 3538f8d858dc18b83fd657ff6313b5c6 | 1,371,154,612 | 33.15894 | -82.456128 | 0 |
1,274,968 | 2020-06-13 20:17:30 | 2,280,870,154,157,385 | fraud_Kozey-Kuhlman | personal_care | 24.22 | Katherine | Cooper | F | 3854 Lauren Springs Suite 648 | Oakford | IL | 62,673 | 40.0994 | -89.9601 | 530 | Transport planner | 1967-09-23 | be0928011f07708779c243148e7cc158 | 1,371,154,650 | 40.655891 | -90.835978 | 0 |
1,274,969 | 2020-06-13 20:17:55 | 4,147,608,975,828,480 | fraud_Kessler Inc | travel | 4.7 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | 8222bfdf4cb99ebcc2353212b5260e3f | 1,371,154,675 | 43.157622 | -95.433397 | 0 |
1,274,970 | 2020-06-13 20:19:19 | 3,533,012,926,413,100 | fraud_Lang, Towne and Schuppe | kids_pets | 6.78 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | 7b3aaf1bfe38f4594edde9911938ea2c | 1,371,154,759 | 44.135301 | -75.09297 | 0 |
1,274,971 | 2020-06-13 20:19:42 | 4,260,128,500,325 | fraud_Spencer-Runolfsson | misc_pos | 135.94 | Whitney | Gallagher | F | 0374 Courtney Islands Apt. 400 | Deane | KY | 41,812 | 37.2409 | -82.7696 | 230 | Conservation officer, historic buildings | 1997-08-04 | bf139bb15f3b5449ec1d185c09ffcd49 | 1,371,154,782 | 36.318414 | -83.093638 | 0 |
1,274,972 | 2020-06-13 20:19:48 | 4,689,147,265,057,949,000 | fraud_Altenwerth-Kilback | home | 18.18 | Steven | Brooks | M | 2622 Reynolds Isle | Manley | NE | 68,403 | 40.9207 | -96.168 | 206 | Human resources officer | 1967-10-04 | 922b8abf801799299d9182b9e8c43c26 | 1,371,154,788 | 40.322177 | -96.706149 | 0 |
1,274,973 | 2020-06-13 20:19:54 | 3,596,217,206,093,829 | fraud_Deckow-Dare | food_dining | 25.42 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | afd932a3508a1b75890afcf47fa5d525 | 1,371,154,794 | 40.219594 | -92.641612 | 0 |
1,274,974 | 2020-06-13 20:19:55 | 2,383,461,948,823,908 | fraud_Yost, Schamberger and Windler | kids_pets | 33.07 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | a57f5d808dac42ccc5820330ba027666 | 1,371,154,795 | 43.794988 | -71.433879 | 0 |
1,274,975 | 2020-06-13 20:19:58 | 4,079,773,899,158 | fraud_Bode-Rempel | kids_pets | 56.21 | Eric | Preston | M | 7020 Doyle Stream Apt. 951 | Mesa | ID | 83,643 | 44.6255 | -116.4493 | 129 | Cartographer | 1965-12-15 | 3233e17381331a6c3cdfdfaf662020ac | 1,371,154,798 | 45.446742 | -115.532892 | 0 |
1,274,976 | 2020-06-13 20:20:13 | 6,011,504,998,544,485 | fraud_O'Keefe-Wisoky | food_dining | 6.79 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 4f85e7e50fd6cc014ad321d5d2cbeced | 1,371,154,813 | 33.144247 | -86.472361 | 0 |
1,274,977 | 2020-06-13 20:20:19 | 3,575,789,281,659,026 | fraud_Ledner, Hartmann and Feest | health_fitness | 20.84 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | ac2e3334d808ce3050d47234a161c02e | 1,371,154,819 | 37.890982 | -93.008644 | 0 |
1,274,978 | 2020-06-13 20:20:21 | 3,501,509,250,702,469 | fraud_Howe PLC | entertainment | 92.31 | 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 | e319b3ddef0df2e1ee315273dd9d1483 | 1,371,154,821 | 26.233188 | -80.887641 | 0 |
1,274,979 | 2020-06-13 20:21:08 | 376,445,266,762,684 | fraud_Bins-Howell | personal_care | 2.06 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 4c7ade0ace0117bca9ea6502af997300 | 1,371,154,868 | 41.245829 | -101.522848 | 0 |
1,274,980 | 2020-06-13 20:21:17 | 213,180,742,685,905 | fraud_Langworth LLC | personal_care | 168.59 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 6f1a2df07d3646bbbebac7ed66fd6fe4 | 1,371,154,877 | 40.623225 | -123.522517 | 0 |
1,274,981 | 2020-06-13 20:21:20 | 3,567,697,931,646,329 | fraud_Reinger, Weissnat and Strosin | food_dining | 167.05 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 389a82fc4de0889dc6be9abb3011bc9a | 1,371,154,880 | 43.142488 | -74.089648 | 0 |
1,274,982 | 2020-06-13 20:21:46 | 3,524,574,586,339,330 | fraud_Champlin-Casper | home | 112.25 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | 2da76565650e993c3164115b39fa142a | 1,371,154,906 | 26.758477 | -80.921332 | 0 |
1,274,983 | 2020-06-13 20:21:57 | 502,012,776,709 | fraud_Marvin-Lind | personal_care | 41.09 | Sherry | Martinez | F | 144 Yu Locks Apt. 754 | Garrattsville | NY | 13,342 | 42.6315 | -75.1866 | 165 | Naval architect | 1945-09-20 | 40afd61590f917058d50ede984f6aa16 | 1,371,154,917 | 42.177657 | -74.483974 | 0 |
1,274,984 | 2020-06-13 20:22:39 | 30,197,398,657,930 | fraud_Renner Ltd | home | 26.3 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | d0f569eceda3b511b8fb1b4a4a235863 | 1,371,154,959 | 35.448085 | -77.720158 | 0 |
1,274,985 | 2020-06-13 20:23:14 | 3,541,160,328,600,277 | fraud_Towne LLC | misc_pos | 149.87 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 4b74f289a384a3cdbcf9003bbf39f3f9 | 1,371,154,994 | 40.539012 | -89.311882 | 0 |
1,274,986 | 2020-06-13 20:23:38 | 3,589,289,942,931,264 | fraud_Kub PLC | personal_care | 41.36 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 20f230e0055cc3b7fa9ff7eb7279fea4 | 1,371,155,018 | 44.671151 | -96.950482 | 0 |
1,274,987 | 2020-06-13 20:24:47 | 30,596,478,689,301 | fraud_Dare, Fritsch and Zboncak | health_fitness | 83.19 | Daniel | Graham | M | 28223 Ward Summit Apt. 664 | Arvada | CO | 80,005 | 39.8422 | -105.1097 | 122,111 | Hotel manager | 1987-05-23 | 6f07b619f84de4802849b1c31ee1ad5b | 1,371,155,087 | 40.343556 | -105.541455 | 0 |
1,274,988 | 2020-06-13 20:25:07 | 6,011,104,316,292,105 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 25.43 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 5f9407e839f4f3ed141113f04b71a14d | 1,371,155,107 | 37.503522 | -79.130339 | 0 |
1,274,989 | 2020-06-13 20:25:22 | 3,567,527,758,368,741 | fraud_Cronin, Kshlerin and Weber | health_fitness | 8.48 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 8e73f764b4e1e1a4de221a4f95f38d64 | 1,371,155,122 | 31.034573 | -101.058197 | 0 |
1,274,990 | 2020-06-13 20:25:56 | 4,149,635,823,017 | fraud_Koss, Hansen and Lueilwitz | home | 25.39 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 7c8403eb3eadc1cfee06cc7f4099494f | 1,371,155,156 | 34.965196 | -86.296647 | 0 |
1,274,991 | 2020-06-13 20:26:01 | 4,226,219,726,886,853,000 | fraud_Hermann and Sons | shopping_pos | 1.79 | Jessica | Bell | F | 669 Moore Shoal | Bethel | OH | 45,106 | 38.9424 | -84.092 | 12,349 | Field trials officer | 1985-07-08 | e2c6b9cccd836689cf2f74945fd80a44 | 1,371,155,161 | 38.738884 | -83.232697 | 0 |
1,274,992 | 2020-06-13 20:26:20 | 213,141,712,584,544 | fraud_Ernser-Lynch | food_dining | 33.91 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 736b90ef17053b15d167f2205e69925f | 1,371,155,180 | 31.960504 | -89.963109 | 0 |
1,274,993 | 2020-06-13 20:28:09 | 4,328,928,491,302,401 | fraud_Volkman-Predovic | shopping_net | 1,257.11 | Margaret | Ray | F | 927 Cummings Manor Suite 318 | Greendale | WI | 53,129 | 42.9373 | -87.9943 | 13,973 | Logistics and distribution manager | 1981-05-06 | 219ba06f89aa3741187c63a3d12f3ccf | 1,371,155,289 | 43.286219 | -87.96875 | 0 |
1,274,994 | 2020-06-13 20:28:15 | 30,044,330,818,990 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 6.13 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | a131230a81ce773b8aa765dce70ae366 | 1,371,155,295 | 27.399104 | -82.720098 | 0 |
1,274,995 | 2020-06-13 20:29:29 | 36,192,615,525,683 | fraud_Bechtelar-Rippin | food_dining | 64 | Susan | Garcia | F | 582 Rodriguez Wells | Albuquerque | NM | 87,109 | 35.1506 | -106.569 | 641,349 | Civil Service administrator | 1976-04-11 | 35598908ba31cb85012eaf37d78117e6 | 1,371,155,369 | 35.837604 | -105.815166 | 0 |
1,274,996 | 2020-06-13 20:30:23 | 4,471,568,287,204 | fraud_Erdman-Durgan | health_fitness | 15.65 | Dakota | Maldonado | M | 369 Cochran Radial | Pelham | NC | 27,311 | 36.4899 | -79.4736 | 3,402 | Insurance underwriter | 1927-10-24 | db7399742eb22e39d0fa0455e5d87678 | 1,371,155,423 | 36.809613 | -79.323663 | 0 |
1,274,997 | 2020-06-13 20:30:25 | 4,926,376,199,189,801 | fraud_Schiller, Blanda and Johnson | home | 22.55 | Claire | Davis | F | 83685 Matthew Center Suite 870 | Cherokee Village | AR | 72,529 | 36.3011 | -91.5281 | 4,726 | Pharmacologist | 1977-06-07 | 9c6f71175e3f36623e18f250cfdd9047 | 1,371,155,425 | 35.716076 | -91.591766 | 0 |
1,274,998 | 2020-06-13 20:31:10 | 4,613,314,721,966 | fraud_Ruecker-Mayert | kids_pets | 48.85 | Jason | Murphy | M | 542 Steve Curve Suite 011 | Collettsville | NC | 28,611 | 35.9946 | -81.7266 | 885 | Soil scientist | 1988-09-15 | ad6032ddf33b12e94d1ed167fbfc1389 | 1,371,155,470 | 36.044577 | -81.732913 | 0 |
1,274,999 | 2020-06-13 20:31:54 | 36,722,699,017,270 | fraud_O'Connell-Ullrich | home | 85.66 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 0ccd9a60a6ffef851ea5e1795957e75f | 1,371,155,514 | 33.531037 | -110.485377 | 0 |
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