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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10,100 | 2020-06-24 01:49:17 | 3,559,160,581,764,413 | fraud_Heller, Gutmann and Zieme | grocery_pos | 105.87 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 0ce30616c083f9be10de5ff838f3d5aa | 1,372,038,557 | 43.137359 | -78.72957 | 0 |
10,101 | 2020-06-24 01:51:40 | 4,306,586,894,261,180 | fraud_McDermott-Rice | misc_pos | 1.18 | Renee | Walls | F | 86542 Jessica Fords Apt. 706 | Veedersburg | IN | 47,987 | 40.1186 | -87.2602 | 4,049 | Development worker, community | 1959-10-19 | 61c71a367283ca2f0f71f436cb334531 | 1,372,038,700 | 40.349583 | -87.381333 | 0 |
10,102 | 2020-06-24 01:51:57 | 376,012,912,828,093 | fraud_Ledner-Pfannerstill | gas_transport | 40.12 | Nathan | Mayer | M | 478 Donovan Corners Apt. 803 | Schaumburg | IL | 60,193 | 42.0144 | -88.0935 | 92,294 | Claims inspector/assessor | 1969-05-01 | 9c4fff6725e462d09960d737be9886f9 | 1,372,038,717 | 41.661821 | -87.895847 | 0 |
10,103 | 2020-06-24 01:52:06 | 213,126,662,687,660 | fraud_Friesen-D'Amore | gas_transport | 60.14 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | db9515adbeadfb6c8aae971db0f0e945 | 1,372,038,726 | 26.692624 | -98.758159 | 0 |
10,104 | 2020-06-24 01:52:07 | 6,011,860,238,257,910 | fraud_Koepp-Witting | grocery_pos | 122.12 | 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 | a69d5262f724fb6c8d8828d4635a7a34 | 1,372,038,727 | 36.834289 | -98.660969 | 0 |
10,105 | 2020-06-24 01:52:13 | 6,517,217,825,320,610 | fraud_Effertz LLC | entertainment | 21.37 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | c690829da3c8b14813ae6c641d6b6670 | 1,372,038,733 | 30.96367 | -89.514589 | 0 |
10,106 | 2020-06-24 01:52:53 | 30,546,453,310,167 | fraud_Tromp, Kerluke and Glover | grocery_net | 115.23 | Nicholas | Tran | M | 672 Randall Burg Suite 551 | Belmont | NH | 3,220 | 43.4512 | -71.489 | 7,430 | Scientist, research (medical) | 1955-01-13 | 64d73420d5d3412a77be6530dd70ac2d | 1,372,038,773 | 43.708476 | -72.092029 | 0 |
10,107 | 2020-06-24 01:53:12 | 4,412,720,572,684,931 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 25.88 | Richard | Marshall | M | 295 Page Creek Suite 181 | Greenbush | VA | 23,357 | 37.7681 | -75.6664 | 776 | Psychiatrist | 1949-11-17 | 48367ee42bc1dfe7145395e718dabb81 | 1,372,038,792 | 37.839755 | -74.810682 | 0 |
10,108 | 2020-06-24 01:53:19 | 3,501,509,250,702,469 | fraud_Harris Inc | gas_transport | 58.8 | 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 | f50fb8aa93fae5ce010d725a028518ce | 1,372,038,799 | 26.438403 | -82.057785 | 0 |
10,109 | 2020-06-24 01:53:20 | 213,178,850,083,780 | fraud_Raynor, Feest and Miller | gas_transport | 66.37 | Shawn | King | M | 31493 Garcia Summit | Athena | OR | 97,813 | 45.8289 | -118.4971 | 1,302 | Dealer | 1976-10-18 | e76cae2e73507a8787892e169912b4d1 | 1,372,038,800 | 44.853919 | -117.797891 | 0 |
10,110 | 2020-06-24 01:54:37 | 4,025,612,008,285,111 | fraud_Mayert Group | shopping_pos | 41.8 | Krystal | Key | F | 23142 Montoya Island Apt. 742 | Corsica | PA | 15,829 | 41.1762 | -79.1976 | 1,274 | Maintenance engineer | 1949-03-20 | 75fcad801c3321ffb3e83ac0b881c58a | 1,372,038,877 | 41.061912 | -79.939159 | 0 |
10,111 | 2020-06-24 01:56:55 | 4,476,840,372,112 | fraud_Schumm, Bauch and Ondricka | grocery_pos | 49.77 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 61342d8aabf10572289ea3be622c6d5d | 1,372,039,015 | 33.982792 | -86.556228 | 0 |
10,112 | 2020-06-24 01:57:10 | 565,399,283,797 | fraud_Casper, Hand and Zulauf | grocery_pos | 81.96 | Anthony | Allen | M | 6993 Carr Lodge Apt. 311 | Jordan Valley | OR | 97,910 | 42.8801 | -117.281 | 641 | Economist | 1993-11-24 | f4bd8c387de16f66f2c8c964d98c711e | 1,372,039,030 | 42.858094 | -117.821314 | 0 |
10,113 | 2020-06-24 01:57:36 | 3,568,255,211,412,877 | fraud_Adams, Kovacek and Kuhlman | grocery_net | 74.18 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 7bbab1fb9506c969059e2c9e6e6d5274 | 1,372,039,056 | 41.967742 | -84.765668 | 0 |
10,114 | 2020-06-24 02:00:07 | 30,273,037,698,427 | fraud_Huels-Nolan | gas_transport | 66.54 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | c940719a867ee63c2ebf7f4d79193280 | 1,372,039,207 | 35.676041 | -90.829832 | 0 |
10,115 | 2020-06-24 02:01:21 | 5,501,083,170,975,659 | fraud_Bahringer, Osinski and Block | food_dining | 6.11 | Wayne | Payne | M | 587 Bradley Inlet Suite 281 | Cuyahoga Falls | OH | 44,223 | 41.1464 | -81.5107 | 47,772 | Equities trader | 1966-01-04 | 1eb50853803f1b0ff934c4c7873db53f | 1,372,039,281 | 40.836829 | -81.008803 | 0 |
10,116 | 2020-06-24 02:01:38 | 502,038,091,380 | fraud_Boehm, Block and Jakubowski | misc_pos | 29.07 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | 3efcf4ba102976dc80f7dd507de24a1d | 1,372,039,298 | 36.23224 | -93.813052 | 0 |
10,117 | 2020-06-24 02:01:49 | 213,161,231,269,724 | fraud_Schmitt Inc | gas_transport | 80.61 | Alyssa | Morgan | F | 622 Robin Run Suite 764 | Gadsden | AL | 35,901 | 34.048 | -85.9246 | 67,082 | Physiological scientist | 1963-02-09 | 5661eda461d04017e3ac93d8678c1d09 | 1,372,039,309 | 33.799074 | -85.452174 | 0 |
10,118 | 2020-06-24 02:02:19 | 6,526,448,584,969,862 | fraud_Lockman Ltd | grocery_pos | 65.72 | Nathan | Stewart | M | 63502 Brown Road Apt. 318 | West Long Branch | NJ | 7,764 | 40.2878 | -74.0162 | 8,097 | Mechanical engineer | 1964-02-18 | 4816989a3463834866421e4b7f169c4b | 1,372,039,339 | 40.895716 | -73.382136 | 0 |
10,119 | 2020-06-24 02:04:12 | 371,284,100,299,909 | fraud_Koepp-Parker | grocery_pos | 114.72 | Hannah | Thomas | F | 1004 Willis Pass | Hedley | TX | 79,237 | 34.8698 | -100.6806 | 513 | Early years teacher | 1976-05-24 | 23071df99395207676e03b8155960964 | 1,372,039,452 | 34.48187 | -100.584969 | 0 |
10,120 | 2020-06-24 02:06:57 | 4,451,952,084,362,894 | fraud_Bins, Balistreri and Beatty | shopping_pos | 153.86 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 005f6bbbf931992a02e280d3dc9912db | 1,372,039,617 | 34.626034 | -101.746237 | 0 |
10,121 | 2020-06-24 02:08:01 | 6,011,367,958,204,270 | fraud_Bartoletti-Wunsch | gas_transport | 62.55 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 1f09febc95810211763679370768bdf1 | 1,372,039,681 | 41.504559 | -81.006451 | 0 |
10,122 | 2020-06-24 02:08:44 | 4,501,449,508,569,485 | fraud_Volkman-Predovic | shopping_net | 115.29 | Paul | Wade | M | 2306 Clark Ranch Suite 515 | Ferney | SD | 57,439 | 45.329 | -98.0837 | 52 | Bookseller | 1990-05-22 | 94ed9928b9fcaec8fabf9fab44b2c970 | 1,372,039,724 | 44.991674 | -98.235031 | 0 |
10,123 | 2020-06-24 02:10:27 | 630,471,368,021 | fraud_Dickinson Ltd | misc_pos | 37.35 | George | Floyd | M | 22502 Baker Mount Suite 241 | Hazel | KY | 42,049 | 36.5422 | -88.3319 | 1,480 | Designer, interior/spatial | 1974-09-14 | c9dbeca6dd96f2664ff56823bac4dd3b | 1,372,039,827 | 36.807099 | -87.892353 | 0 |
10,124 | 2020-06-24 02:12:15 | 376,262,134,119,629 | fraud_McKenzie-Huels | food_dining | 53.7 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | 5cddc8cc0ecea7295177561202c2d838 | 1,372,039,935 | 28.901549 | -82.211836 | 0 |
10,125 | 2020-06-24 02:13:01 | 6,547,670,341,037,171 | fraud_Block-Parisian | misc_net | 5.72 | Bryce | Joseph | M | 148 Baker Field | Chester Heights | PA | 19,017 | 39.8839 | -75.4669 | 348 | Management consultant | 1945-05-05 | e72d8d0f3982c4a33527e3995263e2a4 | 1,372,039,981 | 40.50318 | -76.03688 | 0 |
10,126 | 2020-06-24 02:14:00 | 4,048,508,450,704,760 | fraud_Christiansen, Goyette and Schamberger | gas_transport | 67.29 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 76a54578bf29b4d15d90b8c6f68db67b | 1,372,040,040 | 41.230521 | -98.978676 | 0 |
10,127 | 2020-06-24 02:14:37 | 60,422,928,733 | fraud_Leannon-Ward | food_dining | 27.96 | Jeffrey | Powers | M | 38352 Parrish Road Apt. 652 | North Augusta | SC | 29,860 | 33.6028 | -81.9748 | 46,944 | Secondary school teacher | 1942-04-02 | ec05bb7a85265239e15d95bacf87f047 | 1,372,040,077 | 34.444944 | -81.974223 | 0 |
10,128 | 2020-06-24 02:16:23 | 30,197,398,657,930 | fraud_Rowe-Vandervort | grocery_net | 31.59 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | 4b3391ce7a62235e9ee2bddf91d11ddb | 1,372,040,183 | 36.927158 | -78.146065 | 0 |
10,129 | 2020-06-24 02:17:22 | 377,654,590,313,960 | fraud_Greenholt, Jacobi and Gleason | gas_transport | 74.6 | Lawrence | Davis | M | 7421 Serrano Lane Apt. 580 | Powell | TN | 37,849 | 36.0435 | -84.04 | 25,459 | Teacher, special educational needs | 1969-02-22 | ce341eea681b519c2ac226d59c0ba45e | 1,372,040,242 | 36.704549 | -84.922621 | 0 |
10,130 | 2020-06-24 02:17:25 | 2,248,735,346,244,816 | fraud_Schmitt Inc | gas_transport | 46.93 | Jacob | Weber | M | 29156 Mark Park Apt. 108 | Utica | KS | 67,584 | 38.6411 | -100.138 | 269 | Product/process development scientist | 1962-11-11 | efbec32a8d49657e17f7a64a2da07153 | 1,372,040,245 | 38.126437 | -100.661767 | 0 |
10,131 | 2020-06-24 02:18:12 | 4,587,657,402,165,341,700 | fraud_Kemmer-Reinger | grocery_net | 27.06 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 8be50f1dd2f035efa30b005bd38bfa55 | 1,372,040,292 | 40.926295 | -88.279705 | 0 |
10,132 | 2020-06-24 02:18:42 | 676,248,282,243 | fraud_Kuvalis Ltd | gas_transport | 96.72 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | a96a8237838e42644b10079f21fdd081 | 1,372,040,322 | 27.268475 | -82.858621 | 0 |
10,133 | 2020-06-24 02:19:03 | 676,369,110,710 | fraud_Bernier, Streich and Jewess | grocery_net | 54.28 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 3a5be14ade429405a58ca1f014596eb6 | 1,372,040,343 | 42.856503 | -83.388097 | 0 |
10,134 | 2020-06-24 02:19:26 | 6,011,366,578,560,244 | fraud_Corwin-Collins | gas_transport | 46.89 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | d53327dd50beab8693ca0ad43f5d2d38 | 1,372,040,366 | 41.28569 | -78.474627 | 0 |
10,135 | 2020-06-24 02:19:26 | 4,481,131,401,752 | fraud_Flatley-Durgan | misc_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 | ed5f61693a86f3927028cd46c8129778 | 1,372,040,366 | 41.631109 | -72.206637 | 0 |
10,136 | 2020-06-24 02:19:49 | 213,102,873,001,603 | fraud_Hermann and Sons | shopping_pos | 9.37 | Joanne | Padilla | F | 477 Alejandro Knolls Suite 828 | Gardiner | OR | 97,441 | 43.7857 | -124.1437 | 260 | Engineer, maintenance | 1956-09-01 | c770d3760ef8830692555a19d2c2327a | 1,372,040,389 | 43.705266 | -124.116311 | 0 |
10,137 | 2020-06-24 02:20:12 | 38,199,021,865,320 | fraud_Streich, Dietrich and Barton | shopping_net | 105.02 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | f8995bb659b5940e3a1785e8cd1c63b8 | 1,372,040,412 | 42.76747 | -72.623295 | 0 |
10,138 | 2020-06-24 02:21:14 | 377,895,991,033,232 | fraud_Halvorson Group | misc_pos | 5.28 | Kimberly | Myers | F | 6881 King Isle Suite 228 | Higganum | CT | 6,441 | 41.4682 | -72.5751 | 5,438 | Librarian, academic | 1964-11-17 | 6a0537e696427a306db112a1f7a61efd | 1,372,040,474 | 41.05787 | -72.106172 | 0 |
10,139 | 2020-06-24 02:22:17 | 4,169,388,510,116 | fraud_Lockman Ltd | grocery_pos | 130.14 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | 63888a62caadde7c3a878fdfe1ea679a | 1,372,040,537 | 43.472643 | -77.742098 | 0 |
10,140 | 2020-06-24 02:28:08 | 30,175,986,190,993 | fraud_Kris-Padberg | shopping_pos | 166.17 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | f44b0ace738d098fe3c490df2842f911 | 1,372,040,888 | 47.982642 | -95.823899 | 0 |
10,141 | 2020-06-24 02:29:30 | 6,011,552,879,910,390 | fraud_Boehm, Block and Jakubowski | misc_pos | 32.12 | Robert | Long | M | 529 Joshua Knoll Apt. 511 | Lonetree | WY | 82,936 | 41.0552 | -110.1603 | 49 | Research scientist (physical sciences) | 1981-07-05 | cc82b8115586cba0129a83eb8b5b54b8 | 1,372,040,970 | 41.321509 | -110.12677 | 0 |
10,142 | 2020-06-24 02:29:32 | 6,540,981,358,631,302 | fraud_Corwin-Collins | gas_transport | 53.51 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | 0c7b30dfd34c2fe3c3cd7c5274e69e3a | 1,372,040,972 | 43.35053 | -83.612016 | 0 |
10,143 | 2020-06-24 02:31:51 | 6,011,492,816,282,597 | fraud_Lind, Huel and McClure | gas_transport | 79.16 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | 88981ee4b19f654ac7625926882ab7ec | 1,372,041,111 | 33.137174 | -92.365529 | 0 |
10,144 | 2020-06-24 02:31:51 | 30,029,052,116,970 | fraud_Roob LLC | grocery_net | 86.38 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | bdf96ff8f81f9a30516af63ed8f7a326 | 1,372,041,111 | 42.563808 | -79.065134 | 0 |
10,145 | 2020-06-24 02:31:59 | 4,681,601,008,538,160 | fraud_Rutherford-Mertz | grocery_pos | 198.43 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 4b1410083aa5f270a85ac85e6dd56a82 | 1,372,041,119 | 39.601644 | -81.698215 | 0 |
10,146 | 2020-06-24 02:32:48 | 3,529,597,810,116,815 | fraud_Cummings LLC | gas_transport | 44.3 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | 4a617276c950a5657caf026101d71c82 | 1,372,041,168 | 40.31836 | -78.099154 | 0 |
10,147 | 2020-06-24 02:36:01 | 3,534,718,226,968,689 | fraud_Streich, Hansen and Veum | gas_transport | 68.98 | Lisa | Lopez | F | 32343 Saunders Course | Dongola | IL | 62,926 | 37.3712 | -89.1349 | 2,263 | Scientific laboratory technician | 1984-09-13 | 98f595e9fe92408cb5c6006f41a038ad | 1,372,041,361 | 36.784586 | -88.891865 | 0 |
10,148 | 2020-06-24 02:37:38 | 3,587,044,315,915,002 | fraud_Kutch and Sons | grocery_pos | 86.63 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | fbdf662604627675520a8239f50564d2 | 1,372,041,458 | 35.797607 | -89.057794 | 0 |
10,149 | 2020-06-24 02:38:26 | 4,497,913,965,512,794,000 | fraud_Dickinson Ltd | misc_pos | 1.38 | Scott | Edwards | M | 838 Amy Street Suite 107 | Pembroke | NC | 28,372 | 34.6902 | -79.1834 | 14,783 | Hospital doctor | 1955-11-07 | 797a0efb14487c1cc88ca94e8b457b43 | 1,372,041,506 | 35.294232 | -78.565829 | 0 |
10,150 | 2020-06-24 02:38:51 | 4,904,681,492,230,012 | fraud_Bernhard Inc | gas_transport | 55.57 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 4f554b34ce51fbb560ac6f5f1dc60eae | 1,372,041,531 | 40.919689 | -74.423628 | 0 |
10,151 | 2020-06-24 02:38:53 | 30,175,986,190,993 | fraud_Kuphal-Predovic | misc_net | 718.5 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | 21fca489f903a94d3052404813efc415 | 1,372,041,533 | 48.207516 | -96.761507 | 0 |
10,152 | 2020-06-24 02:39:27 | 5,456,712,664,803,820 | fraud_Berge LLC | gas_transport | 69.01 | Pamela | Matthews | F | 36659 Smith Club Apt. 080 | Llano | NM | 87,543 | 36.1486 | -105.6648 | 247 | Architectural technologist | 1961-10-24 | 0101be5a05fa8921714d3f28e250591a | 1,372,041,567 | 35.242003 | -105.909853 | 0 |
10,153 | 2020-06-24 02:41:20 | 4,874,006,077,381,178 | fraud_Harris, Gusikowski and Heaney | grocery_net | 44.64 | Patricia | Russell | F | 89297 Wilson Green Suite 601 | Moscow | IA | 52,760 | 41.5646 | -91.0859 | 533 | Chief Technology Officer | 1990-01-13 | b28847206a08861523de74dbf4b20ea7 | 1,372,041,680 | 41.266508 | -91.349192 | 0 |
10,154 | 2020-06-24 02:42:48 | 6,502,195,877,055,606 | fraud_Goyette Inc | shopping_net | 86.87 | Nathan | Byrd | M | 155 Gregory Mount Suite 791 | Red Cliff | CO | 81,649 | 39.4584 | -106.3851 | 277 | Human resources officer | 1985-04-03 | 9cf327368c21a746ec587eaae617c78b | 1,372,041,768 | 39.11357 | -106.731146 | 0 |
10,155 | 2020-06-24 02:43:16 | 38,588,538,868,506 | fraud_Swaniawski, Bahringer and Ledner | grocery_net | 21.99 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | 215794f571048a0a5b1cd9c64f6b5b35 | 1,372,041,796 | 30.34731 | -103.006088 | 0 |
10,156 | 2020-06-24 02:44:05 | 676,372,984,911 | fraud_Parisian and Sons | gas_transport | 84.87 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 3f80e5f777fa43fb8c47c8d19482462b | 1,372,041,845 | 40.578437 | -97.485961 | 0 |
10,157 | 2020-06-24 02:45:03 | 6,011,367,958,204,270 | fraud_Wiza, Schaden and Stark | misc_pos | 20.14 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 994b5fcd5b8284029b9154791c5e7c53 | 1,372,041,903 | 42.230082 | -81.401474 | 0 |
10,158 | 2020-06-24 02:48:59 | 2,231,186,809,828,225 | fraud_Kuphal-Predovic | misc_net | 3.98 | Katherine | Pennington | F | 73869 Connie Prairie | Vienna | GA | 31,092 | 32.0913 | -83.7922 | 7,420 | Phytotherapist | 1957-01-15 | c91ffe99adb4a3f41f0926e33d91d254 | 1,372,042,139 | 31.197324 | -83.390368 | 0 |
10,159 | 2020-06-24 02:49:10 | 3,513,618,443,244,549 | fraud_Donnelly PLC | misc_net | 2.88 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | 2fad74a1ac6a4777f55736a36660e0e2 | 1,372,042,150 | 42.987854 | -97.402117 | 0 |
10,160 | 2020-06-24 02:49:13 | 4,425,161,475,596,168 | fraud_Jast-McDermott | shopping_pos | 4.82 | Brooke | Fisher | F | 815 Heather Divide Apt. 965 | San Angelo | TX | 76,905 | 31.4647 | -100.39 | 103,927 | Drilling engineer | 1962-06-27 | 1246a15b1b90eb37261694940b0595d4 | 1,372,042,153 | 32.453358 | -100.575079 | 0 |
10,161 | 2020-06-24 02:51:22 | 676,369,110,710 | fraud_Schmitt Inc | gas_transport | 65.46 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | fd97364286bb3b3883160ccefa10ab5c | 1,372,042,282 | 42.592488 | -82.990094 | 0 |
10,162 | 2020-06-24 02:52:22 | 3,533,800,906,065,217 | fraud_Connelly, Reichert and Fritsch | gas_transport | 52.25 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | ce7abae298e5f9c973f0a1195a5bfb9b | 1,372,042,342 | 39.569859 | -98.034068 | 0 |
10,163 | 2020-06-24 02:52:56 | 213,180,742,685,905 | fraud_Kling Inc | gas_transport | 64.87 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 62a204cd6577991c1ca08a4859784105 | 1,372,042,376 | 39.80775 | -124.050024 | 0 |
10,164 | 2020-06-24 02:53:09 | 4,561,546,772,499 | fraud_Kuhn LLC | misc_net | 55.45 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 621a2ed7933c679fd135725032e437ce | 1,372,042,389 | 35.231138 | -106.649683 | 0 |
10,165 | 2020-06-24 02:54:34 | 378,904,938,837,132 | fraud_Kuhic Inc | grocery_pos | 76.91 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | b856f16ed3a36e9b7ac49e1f65920365 | 1,372,042,474 | 35.175738 | -99.187786 | 0 |
10,166 | 2020-06-24 02:54:40 | 5,456,776,410,929,288 | fraud_Schaefer, Maggio and Daugherty | gas_transport | 64.22 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | 3c3cea36451986a93bea12cbe6b937d1 | 1,372,042,480 | 40.222989 | -79.353824 | 0 |
10,167 | 2020-06-24 02:56:50 | 180,098,888,332,620 | fraud_Murray-Smitham | grocery_pos | 287.38 | Dennis | Davidson | M | 08469 Trujillo Forge | Springville | NY | 14,141 | 42.52 | -78.6847 | 7,728 | Scientist, research (maths) | 1959-03-30 | a623c5c05b514e3d56ee333bd5565adc | 1,372,042,610 | 42.012741 | -79.204228 | 1 |
10,168 | 2020-06-24 02:56:57 | 30,235,268,718,158 | fraud_Kutch, Hermiston and Farrell | gas_transport | 92.66 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | 7974063e3bb6a3bef280372046c499d9 | 1,372,042,617 | 40.567956 | -74.7324 | 0 |
10,169 | 2020-06-24 02:57:04 | 4,302,475,216,404,898 | fraud_Deckow-O'Conner | grocery_pos | 61.93 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | a4175de1af14ebd125778b3a00faa6b5 | 1,372,042,624 | 42.832976 | -93.259957 | 0 |
10,170 | 2020-06-24 02:57:50 | 376,445,266,762,684 | fraud_Cummings LLC | gas_transport | 65.94 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 789c659f69596792befac4870982f7f2 | 1,372,042,670 | 41.898617 | -101.297581 | 0 |
10,171 | 2020-06-24 02:59:56 | 30,082,025,922,891 | fraud_Jewess LLC | shopping_pos | 320.45 | Kathleen | Thompson | F | 199 Patterson Fords Apt. 132 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Pilot, airline | 1934-06-23 | 9068cc7adc44a55d36334ec6ee386b50 | 1,372,042,796 | 26.817605 | -80.896812 | 0 |
10,172 | 2020-06-24 03:00:09 | 3,585,740,823,295,298 | fraud_Stroman, Hudson and Erdman | gas_transport | 73.78 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | de8d5952fe333755ae349d0f9ce66425 | 1,372,042,809 | 34.890191 | -100.000739 | 0 |
10,173 | 2020-06-24 03:01:06 | 4,651,007,077,623,147 | fraud_Volkman-Predovic | shopping_net | 8.96 | Andrea | Lewis | F | 43075 Cohen Shoals | Ashford | WA | 98,304 | 46.7531 | -121.9898 | 759 | Video editor | 1956-09-14 | 08607e7d61b550e4a19b221e9a1f871f | 1,372,042,866 | 46.758988 | -122.031187 | 0 |
10,174 | 2020-06-24 03:01:11 | 30,153,452,207,526 | fraud_Lakin, Ferry and Beatty | food_dining | 8.38 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | dd574c396fb5d4f6f20aa244cabd27ea | 1,372,042,871 | 32.310105 | -99.583278 | 0 |
10,175 | 2020-06-24 03:02:08 | 2,318,062,975,163,331 | fraud_Effertz, Welch and Schowalter | entertainment | 158.5 | William | Martinez | M | 0207 Griffith Plains Apt. 544 | Louisiana | MO | 63,353 | 39.4336 | -91.0664 | 4,593 | Teacher, early years/pre | 1940-11-11 | 264563e583f5d41a197fc6003555cca6 | 1,372,042,928 | 39.853136 | -91.491531 | 0 |
10,176 | 2020-06-24 03:02:46 | 2,706,977,570,537,524 | fraud_Goyette Inc | shopping_net | 84.81 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 01224e5f792e8cb6cbb014b9a649a534 | 1,372,042,966 | 39.952627 | -81.398173 | 0 |
10,177 | 2020-06-24 03:02:54 | 344,709,867,813,900 | fraud_Murray Ltd | grocery_net | 59.32 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 9b57eb84aa167c179139fabc978acc7b | 1,372,042,974 | 26.693321 | -82.27742 | 0 |
10,178 | 2020-06-24 03:03:44 | 676,148,621,961 | fraud_Mante Group | misc_net | 8.56 | Jennifer | Vega | F | 91644 Crystal Drives | Eagarville | IL | 62,023 | 39.1118 | -89.7855 | 91 | Materials engineer | 1962-11-18 | 52f09bf4adadda125b55655d2af7e195 | 1,372,043,024 | 39.806554 | -89.885369 | 0 |
10,179 | 2020-06-24 03:04:51 | 4,952,583,804,639,909 | fraud_Pacocha-O'Reilly | grocery_pos | 76.1 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | 934b09ff9214a97a3868796229d61b12 | 1,372,043,091 | 40.368294 | -81.657998 | 0 |
10,180 | 2020-06-24 03:08:51 | 4,449,530,933,957,323 | fraud_Boyer PLC | misc_pos | 1.25 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | 026438cf07edd4b56090f60404a34b7f | 1,372,043,331 | 38.192113 | -123.895182 | 0 |
10,181 | 2020-06-24 03:10:18 | 4,501,449,508,569,485 | fraud_Durgan-Auer | misc_net | 113.24 | Paul | Wade | M | 2306 Clark Ranch Suite 515 | Ferney | SD | 57,439 | 45.329 | -98.0837 | 52 | Bookseller | 1990-05-22 | b540cdcde47c35f74a42ce35102fcb0a | 1,372,043,418 | 45.076273 | -97.910823 | 0 |
10,182 | 2020-06-24 03:11:24 | 571,465,035,400 | fraud_Fisher Inc | shopping_net | 95.33 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | 6c20ae9577df850615cd140ca91de6a9 | 1,372,043,484 | 42.120705 | -108.947584 | 0 |
10,183 | 2020-06-24 03:11:36 | 213,186,880,359,195 | fraud_Dickinson Ltd | misc_pos | 43.29 | Craig | Franco | M | 9242 Vanessa Ramp Apt. 525 | Smithfield | IL | 61,477 | 40.4855 | -90.2856 | 631 | Futures trader | 1973-02-14 | 8d35deee039d97565ea7d37ef2ee3af2 | 1,372,043,496 | 41.148402 | -89.760187 | 0 |
10,184 | 2020-06-24 03:11:40 | 2,720,894,374,956,739 | fraud_Turner, Ruecker and Parisian | misc_pos | 8.13 | Audrey | Hickman | F | 3325 Gregory Square | Mount Clemens | MI | 48,043 | 42.5978 | -82.8823 | 16,305 | Psychologist, sport and exercise | 1927-05-25 | 1c23e3336b97687fce7e2242d648de10 | 1,372,043,500 | 43.375166 | -83.455939 | 0 |
10,185 | 2020-06-24 03:12:19 | 571,365,235,126 | fraud_Strosin-Cruickshank | grocery_pos | 133.08 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 6556d68de36c0a99bad2315be454740f | 1,372,043,539 | 44.874844 | -85.332614 | 0 |
10,186 | 2020-06-24 03:13:28 | 3,533,800,906,065,217 | fraud_Schmitt Inc | gas_transport | 66.85 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | 8e622dcad75018ca9dacc2562c7ed762 | 1,372,043,608 | 40.632123 | -99.73045 | 0 |
10,187 | 2020-06-24 03:13:47 | 4,981,132,848,794 | fraud_Friesen-Stamm | gas_transport | 110.43 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 61422f79901ad86e0fc6df1314ed7b40 | 1,372,043,627 | 39.655777 | -80.768071 | 0 |
10,188 | 2020-06-24 03:15:42 | 6,011,367,958,204,270 | fraud_Roberts-Beahan | misc_pos | 264.82 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 60b75f3c21880cca7cc0c3199c34abfc | 1,372,043,742 | 41.107095 | -81.427119 | 0 |
10,189 | 2020-06-24 03:16:24 | 4,070,511,711,385,545 | fraud_Pacocha-O'Reilly | grocery_pos | 113.69 | Stephanie | Hopkins | F | 44089 Carrie Crossing Suite 954 | Falls City | TX | 78,113 | 28.9814 | -98.0156 | 2,435 | Engineer, mining | 1967-04-09 | 56458c56a8b8155fd12d86f96dd6954e | 1,372,043,784 | 28.962732 | -97.993919 | 0 |
10,190 | 2020-06-24 03:18:30 | 3,517,814,635,263,522 | fraud_Harris Inc | gas_transport | 77.64 | William | Cannon | M | 43809 Kenneth Circles Suite 152 | Union | WV | 24,983 | 37.5802 | -80.5248 | 2,443 | Chartered public finance accountant | 1941-10-16 | 06245df8086fe53252b784dd89a5c05b | 1,372,043,910 | 38.48339 | -79.589502 | 0 |
10,191 | 2020-06-24 03:19:56 | 341,542,810,616,333 | fraud_McGlynn-Heathcote | misc_net | 2.59 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | de8fd60d94a8929eb57d75b67bedc22e | 1,372,043,996 | 38.486189 | -93.369494 | 0 |
10,192 | 2020-06-24 03:20:19 | 2,222,157,926,772,399 | fraud_Bernier, Volkman and Hoeger | misc_net | 111.44 | Amy | Garrett | F | 6014 Thomas Throughway | Trenton | TX | 75,490 | 33.4235 | -96.3398 | 2,211 | Investment banker, operational | 1987-02-26 | cc5d455d69b480def026e7f92ae883fe | 1,372,044,019 | 33.304298 | -96.363731 | 0 |
10,193 | 2020-06-24 03:21:56 | 180,098,888,332,620 | fraud_Heidenreich PLC | grocery_pos | 276.4 | Dennis | Davidson | M | 08469 Trujillo Forge | Springville | NY | 14,141 | 42.52 | -78.6847 | 7,728 | Scientist, research (maths) | 1959-03-30 | e1cc0619cfe18299992638e7a19d5b3d | 1,372,044,116 | 43.042593 | -79.052508 | 1 |
10,194 | 2020-06-24 03:21:59 | 30,118,423,745,458 | fraud_Cole PLC | grocery_pos | 88.33 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 6425fa75c5a4fd4c7e3d1fa5dc6cfa43 | 1,372,044,119 | 40.629977 | -73.324041 | 0 |
10,195 | 2020-06-24 03:22:43 | 3,526,826,139,003,047 | fraud_Corwin-Gorczany | misc_net | 73.87 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | 5b0d69fb49e835b1490ad86577234f55 | 1,372,044,163 | 44.115084 | -84.847672 | 0 |
10,196 | 2020-06-24 03:22:52 | 630,423,337,322 | fraud_Harris Inc | gas_transport | 58.99 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | be5a205fbe0b90b2ad761664acdb3e30 | 1,372,044,172 | 48.948194 | -118.206761 | 0 |
10,197 | 2020-06-24 03:22:55 | 60,422,928,733 | fraud_Dare-Marvin | entertainment | 23.7 | Jeffrey | Powers | M | 38352 Parrish Road Apt. 652 | North Augusta | SC | 29,860 | 33.6028 | -81.9748 | 46,944 | Secondary school teacher | 1942-04-02 | 5dd353a5f571328608f892d2c34a1d4b | 1,372,044,175 | 32.817574 | -81.509396 | 0 |
10,198 | 2020-06-24 03:24:20 | 2,713,913,904,780,408 | fraud_Torp-Labadie | gas_transport | 62.14 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 636a77a2af8dc0e92ac2c43c687ff35d | 1,372,044,260 | 31.726845 | -92.30356 | 0 |
10,199 | 2020-06-24 03:24:37 | 4,158,758,517,677,931 | fraud_Rutherford-Mertz | grocery_pos | 90.16 | Dawn | Cox | F | 193 Catherine Ways | Hills | MN | 56,138 | 43.5335 | -96.3645 | 899 | Data scientist | 1995-01-15 | 28467cfc981f9870231e7b8382a1c4ed | 1,372,044,277 | 43.106972 | -96.585655 | 0 |
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