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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,275,300 | 2020-06-13 23:09:32 | 180,058,696,935,600 | fraud_Dare, Casper and Bartoletti | kids_pets | 224.32 | Richard | Barnes | M | 1339 Johnson Landing Suite 007 | De Lancey | NY | 13,752 | 42.189 | -74.9229 | 782 | Chartered accountant | 2000-08-28 | 2f73d6dd97660a16230737a776f28925 | 1,371,164,972 | 41.57932 | -74.176422 | 0 |
1,275,301 | 2020-06-13 23:11:58 | 36,192,615,525,683 | fraud_McDermott, Osinski and Morar | home | 33.57 | Susan | Garcia | F | 582 Rodriguez Wells | Albuquerque | NM | 87,109 | 35.1506 | -106.569 | 641,349 | Civil Service administrator | 1976-04-11 | 3eb354ce4e6186ecb20851b29743c310 | 1,371,165,118 | 34.173111 | -106.81126 | 0 |
1,275,302 | 2020-06-13 23:14:36 | 4,906,628,655,840,914,000 | fraud_Kuhn LLC | shopping_pos | 1.68 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | 43d77bfca755646698d25ec4fe1b0da9 | 1,371,165,276 | 24.138223 | -80.962371 | 0 |
1,275,303 | 2020-06-13 23:14:50 | 4,956,828,990,005,111,000 | fraud_Kihn, Brakus and Goyette | personal_care | 1.34 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | b9f74a62f0fe0541e761f668af88c884 | 1,371,165,290 | 40.536141 | -74.495319 | 0 |
1,275,304 | 2020-06-13 23:14:51 | 5,388,659,976,630,693 | fraud_Pacocha-Weissnat | kids_pets | 26.85 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | d34608f276f103c52b2777d9d418dab5 | 1,371,165,291 | 43.627384 | -90.782889 | 0 |
1,275,305 | 2020-06-13 23:16:22 | 4,986,925,034,905,735 | fraud_Stark-Koss | home | 59.74 | Erika | Gonzalez | F | 907 Courtney Via Apt. 896 | Irvine | KY | 40,336 | 37.6858 | -83.9862 | 13,061 | Editor, magazine features | 1959-06-18 | 017c710d5ecbde49da5a899643681e47 | 1,371,165,382 | 38.270157 | -83.545404 | 0 |
1,275,306 | 2020-06-13 23:16:32 | 3,583,793,405,872,580 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 7.16 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | b3d7d518971025f7b0cd952b197ca4ac | 1,371,165,392 | 35.322803 | -98.270536 | 0 |
1,275,307 | 2020-06-13 23:16:41 | 4,446,368,897,795,790 | fraud_Gottlieb-Hansen | personal_care | 78.82 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | 1859f07526d3d22e27ea7732e853ddd0 | 1,371,165,401 | 37.823322 | -74.9679 | 0 |
1,275,308 | 2020-06-13 23:17:19 | 676,372,984,911 | fraud_Dooley Inc | shopping_pos | 3.3 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 1273eac200b41534d3800ecaaf854c39 | 1,371,165,439 | 39.051441 | -97.654346 | 0 |
1,275,309 | 2020-06-13 23:17:54 | 584,673,555,952 | fraud_Reichel, Bradtke and Blanda | travel | 8.65 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | 6fca6c2e63d5a26c959a9f3d3052eb60 | 1,371,165,474 | 47.772475 | -101.933045 | 0 |
1,275,310 | 2020-06-13 23:17:56 | 30,044,330,818,990 | fraud_Cormier, Stracke and Thiel | entertainment | 80.09 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 4ec8c715f0773c1f175efb88eab2323f | 1,371,165,476 | 26.482106 | -81.728174 | 0 |
1,275,311 | 2020-06-13 23:18:56 | 4,063,094,974,360,571,400 | fraud_Kub-Heaney | health_fitness | 46.89 | Patricia | Mendoza | F | 1683 Davidson Freeway | Mendon | UT | 84,325 | 41.71 | -111.9817 | 2,078 | Scientist, audiological | 1963-06-13 | e5dd9132a5e125da2714211f8fb7df2b | 1,371,165,536 | 42.000476 | -112.012162 | 0 |
1,275,312 | 2020-06-13 23:19:28 | 4,067,137,330,196,900 | fraud_Block Group | misc_pos | 12.81 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | 60c1af4da7ae60150b3d16f0bab6cf4c | 1,371,165,568 | 33.339684 | -88.382098 | 0 |
1,275,313 | 2020-06-13 23:19:43 | 3,501,509,250,702,469 | fraud_Fisher Inc | shopping_net | 4.34 | 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 | 39dc12f6e3e411a463df951d309b41b9 | 1,371,165,583 | 26.840319 | -81.338165 | 0 |
1,275,314 | 2020-06-13 23:20:03 | 341,283,058,448,499 | fraud_Runte, Green and Emard | health_fitness | 35.52 | Mario | Johns | M | 62130 Miller Square Suite 785 | Brinson | GA | 39,825 | 30.9788 | -84.7373 | 1,461 | Engineer, broadcasting (operations) | 1935-09-08 | 2e5a796501890c061a944563c58a48d7 | 1,371,165,603 | 30.780815 | -83.983869 | 0 |
1,275,315 | 2020-06-13 23:22:18 | 3,519,607,465,576,254 | fraud_Koss, Hansen and Lueilwitz | home | 11.92 | Audrey | Gonzalez | F | 34180 Lopez Plaza | Fields Landing | CA | 95,537 | 40.7268 | -124.2174 | 276 | Scientist, audiological | 1929-05-06 | 8c15e4a6b65b6d72fe2796db77fc2127 | 1,371,165,738 | 40.667125 | -123.988556 | 0 |
1,275,316 | 2020-06-13 23:22:48 | 30,235,268,718,158 | fraud_Barton LLC | kids_pets | 60.06 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | bf10cf2a2a1409b3a01d0267ec52b00e | 1,371,165,768 | 41.37856 | -74.581475 | 0 |
1,275,317 | 2020-06-13 23:22:49 | 4,158,945,090,781,624 | fraud_Stiedemann Ltd | food_dining | 33.49 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | 2b4b659bd5ef1085429e0658c338be2e | 1,371,165,769 | 39.9304 | -80.205518 | 0 |
1,275,318 | 2020-06-13 23:23:47 | 4,208,110,975,550,360,000 | fraud_Gottlieb Group | kids_pets | 67.47 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | 8cc67f7a9c67aad3f00b902b4c4c1bce | 1,371,165,827 | 31.408215 | -83.078972 | 0 |
1,275,319 | 2020-06-13 23:26:42 | 30,029,052,116,970 | fraud_Gutmann-Upton | misc_pos | 7.77 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | 6bffcc27446a09a9945314149f04ec98 | 1,371,166,002 | 42.543921 | -78.748579 | 0 |
1,275,320 | 2020-06-13 23:26:48 | 6,011,104,316,292,105 | fraud_Schumm PLC | shopping_net | 5.18 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 49cc8ffc3a19ece2971a103f1cf4ba16 | 1,371,166,008 | 36.467786 | -78.572655 | 0 |
1,275,321 | 2020-06-13 23:27:09 | 342,351,256,941,125 | fraud_Bashirian Group | shopping_net | 2.68 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | d90c56266dd822eaa60a2e4d0439dbf1 | 1,371,166,029 | 32.56637 | -84.796714 | 0 |
1,275,322 | 2020-06-13 23:28:02 | 3,559,679,414,981,506 | fraud_Feil-Morar | health_fitness | 113.98 | Olivia | Stephenson | F | 292 Cassidy Oval | Lowville | NY | 13,367 | 43.7893 | -75.4156 | 8,830 | Theme park manager | 1991-03-29 | 5898546ca22638ab9468f8ab86500fb8 | 1,371,166,082 | 43.144244 | -74.585525 | 0 |
1,275,323 | 2020-06-13 23:28:30 | 4,640,395,708,703 | fraud_Donnelly LLC | entertainment | 519.07 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | 46838ccf352c1da106debd67ae969f2a | 1,371,166,110 | 30.203951 | -92.150289 | 1 |
1,275,324 | 2020-06-13 23:29:18 | 4,155,021,259,183,870 | fraud_Morissette-Schaefer | personal_care | 12.81 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | d498d6a3e485e93f50f896f597540d58 | 1,371,166,158 | 34.467395 | -99.766841 | 0 |
1,275,325 | 2020-06-13 23:30:12 | 6,550,399,784,335,736 | fraud_Cormier LLC | health_fitness | 170.47 | Harry | Mckee | M | 95351 Sullivan Viaduct Apt. 239 | Port Charlotte | FL | 33,981 | 26.9379 | -82.2388 | 79,008 | Quantity surveyor | 1984-08-31 | 4dddeb279c23f926d5838c2c257dd705 | 1,371,166,212 | 26.094243 | -81.377892 | 0 |
1,275,326 | 2020-06-13 23:31:23 | 4,104,312,520,615,374 | fraud_Beier-Hyatt | shopping_pos | 2.91 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | c9f443e33aaccc6e8369855e1b79be16 | 1,371,166,283 | 33.129606 | -116.264244 | 0 |
1,275,327 | 2020-06-13 23:31:56 | 4,861,310,130,652,567,000 | fraud_Ruecker, Beer and Collier | shopping_net | 1.3 | 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 | 3836ad3ccf9d2ac91ea0f24cecaec307 | 1,371,166,316 | 31.226341 | -91.32035 | 0 |
1,275,328 | 2020-06-13 23:32:26 | 38,588,538,868,506 | fraud_Roberts, Ryan and Smith | personal_care | 45.81 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | bc0ec499a72a7d5bba6816c9d8382c14 | 1,371,166,346 | 30.492332 | -103.597949 | 0 |
1,275,329 | 2020-06-13 23:32:46 | 4,681,601,008,538,160 | fraud_Barrows PLC | shopping_pos | 31.08 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | b86607307d5c2b9f3ea45255ad95380f | 1,371,166,366 | 38.968883 | -80.097761 | 0 |
1,275,330 | 2020-06-13 23:32:54 | 2,235,613,922,823,698 | fraud_Padberg-Sauer | home | 31.72 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 181c064624e03b154f413f2bd9daf631 | 1,371,166,374 | 43.509503 | -105.063176 | 0 |
1,275,331 | 2020-06-13 23:34:36 | 2,288,813,824,604,479 | fraud_Barton LLC | kids_pets | 118.78 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | c97620ad7392484b3d6edc3385a0cd7b | 1,371,166,476 | 40.539168 | -73.464093 | 0 |
1,275,332 | 2020-06-13 23:35:26 | 2,231,186,809,828,225 | fraud_O'Reilly, Mohr and Purdy | home | 21.13 | Katherine | Pennington | F | 73869 Connie Prairie | Vienna | GA | 31,092 | 32.0913 | -83.7922 | 7,420 | Phytotherapist | 1957-01-15 | 97c797c04f366a57865c56753d77d723 | 1,371,166,526 | 32.539058 | -84.529578 | 0 |
1,275,333 | 2020-06-13 23:36:11 | 371,284,100,299,909 | fraud_Homenick LLC | personal_care | 62.55 | Hannah | Thomas | F | 1004 Willis Pass | Hedley | TX | 79,237 | 34.8698 | -100.6806 | 513 | Early years teacher | 1976-05-24 | a938cd12865958702a2365c7a34d0b75 | 1,371,166,571 | 35.764592 | -100.869207 | 0 |
1,275,334 | 2020-06-13 23:36:25 | 38,797,410,705,641 | fraud_White and Sons | home | 80.96 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | 0500e2d1501e30d52a9e5afc871ff75c | 1,371,166,585 | 42.767748 | -73.842166 | 0 |
1,275,335 | 2020-06-13 23:37:56 | 2,712,209,726,293,386 | fraud_Zboncak, Rowe and Murazik | shopping_net | 1.57 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | d1c53f032974db040b950cbbc6e58025 | 1,371,166,676 | 31.089971 | -91.144417 | 0 |
1,275,336 | 2020-06-13 23:38:08 | 3,502,088,871,723,054 | fraud_Stark-Batz | entertainment | 49.33 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 084a5e378419fad65260f9c4abfe4cc9 | 1,371,166,688 | 39.333821 | -76.354993 | 0 |
1,275,337 | 2020-06-13 23:38:12 | 30,427,035,050,508 | fraud_Berge, Kautzer and Harris | personal_care | 3.4 | John | Chandler | M | 88325 Brandon Greens Apt. 477 | Detroit | MI | 48,202 | 42.377 | -83.0796 | 673,342 | Broadcast presenter | 1969-11-20 | 39ca3fc254d4a5b3321110ec5f730e4c | 1,371,166,692 | 41.573809 | -83.739873 | 0 |
1,275,338 | 2020-06-13 23:38:29 | 6,011,438,889,172,900 | fraud_Little Ltd | kids_pets | 97.02 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 604acdcbebd9e4cc6ee620eec575177b | 1,371,166,709 | 34.145457 | -91.687887 | 0 |
1,275,339 | 2020-06-13 23:38:46 | 374,125,201,044,065 | fraud_Kutch-Ferry | home | 16.93 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | 91d6a6f8645659b93f91df7aa052101c | 1,371,166,726 | 39.73344 | -77.67612 | 0 |
1,275,340 | 2020-06-13 23:38:49 | 4,956,828,990,005,111,000 | fraud_Lubowitz, Terry and Stracke | personal_care | 8.57 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 177f9c3972ea94d76cf8f6ce8506d1f1 | 1,371,166,729 | 40.043281 | -74.885714 | 0 |
1,275,341 | 2020-06-13 23:39:01 | 4,855,488,158,131,690,000 | fraud_Haley, Batz and Auer | health_fitness | 78.69 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | 44a656161b216e426d7dcfb87660ed06 | 1,371,166,741 | 44.454711 | -72.627217 | 0 |
1,275,342 | 2020-06-13 23:39:15 | 3,525,668,150,756,629 | fraud_Kautzer and Sons | personal_care | 76.89 | Christopher | Choi | M | 04611 Sandra Spring Suite 059 | Rumely | MI | 49,826 | 46.3481 | -87.0436 | 137 | Film/video editor | 1990-08-13 | ee82d1a775d021c3e6c4ed07f1fb4d12 | 1,371,166,755 | 47.194891 | -86.444365 | 0 |
1,275,343 | 2020-06-13 23:40:16 | 676,369,110,710 | fraud_Zboncak Ltd | food_dining | 2.06 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 8d622533067983444237a1c47e1a4390 | 1,371,166,816 | 41.953097 | -83.660313 | 0 |
1,275,344 | 2020-06-13 23:41:09 | 30,230,540,139,182 | fraud_Ziemann-Waters | health_fitness | 78.26 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | 95c936988872bbf9611fc16e1c334f2c | 1,371,166,869 | 40.091615 | -77.512936 | 0 |
1,275,345 | 2020-06-13 23:41:56 | 30,343,344,410,970 | fraud_Wilkinson PLC | kids_pets | 99.47 | Jacob | Dawson | M | 663 Anna Plaza | Marienville | PA | 16,239 | 41.4622 | -79.1306 | 4,172 | Copywriter, advertising | 1962-03-20 | 1c58cda508c50f07e08d8d731209216f | 1,371,166,916 | 41.241046 | -78.747363 | 0 |
1,275,346 | 2020-06-13 23:42:33 | 377,113,842,678,100 | fraud_Schimmel-Olson | kids_pets | 31.75 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | a434bb291519a076255de46023747a84 | 1,371,166,953 | 39.587601 | -74.618465 | 0 |
1,275,347 | 2020-06-13 23:43:45 | 4,561,546,772,499 | fraud_Welch, Rath and Koepp | entertainment | 208.92 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 370600ac5129241d17127de5203537eb | 1,371,167,025 | 35.34208 | -106.435234 | 0 |
1,275,348 | 2020-06-13 23:44:14 | 4,149,635,823,017 | fraud_Eichmann, Hayes and Treutel | travel | 1.16 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 97b56f7e35fba1200448354a94e10040 | 1,371,167,054 | 33.879149 | -86.346469 | 0 |
1,275,349 | 2020-06-13 23:44:36 | 180,042,946,491,150 | fraud_Berge-Ullrich | home | 26.94 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | 7715dfec300bc150812db768758084a2 | 1,371,167,076 | 27.205791 | -82.862782 | 0 |
1,275,350 | 2020-06-13 23:45:25 | 4,900,628,639,996 | fraud_Reichel Inc | entertainment | 113.84 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 1ed3d4a56215360224541a42a46b7b29 | 1,371,167,125 | 33.203455 | -118.990018 | 0 |
1,275,351 | 2020-06-13 23:46:57 | 375,767,678,113,375 | fraud_Wuckert, Wintheiser and Friesen | home | 54.61 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | bb1873eb7eb8a0d1b4651279139c0bd8 | 1,371,167,217 | 38.363892 | -79.262607 | 0 |
1,275,352 | 2020-06-13 23:47:49 | 5,501,083,170,975,659 | fraud_Eichmann-Kilback | home | 40.86 | Wayne | Payne | M | 587 Bradley Inlet Suite 281 | Cuyahoga Falls | OH | 44,223 | 41.1464 | -81.5107 | 47,772 | Equities trader | 1966-01-04 | 9b1e57ac2ac8270db4e463644c0509bd | 1,371,167,269 | 40.3512 | -80.607417 | 0 |
1,275,353 | 2020-06-13 23:49:24 | 4,379,260,813,815,979,500 | fraud_Fadel, Mertz and Rippin | entertainment | 37.96 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | 8d34d24bf8c6d3687e0dbdd777b0935d | 1,371,167,364 | 37.238611 | -122.498985 | 0 |
1,275,354 | 2020-06-13 23:49:50 | 4,681,601,008,538,160 | fraud_Feil-Morar | health_fitness | 142.98 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 8f42d3d56327e1766e22e5792a6261b4 | 1,371,167,390 | 39.219307 | -79.923309 | 0 |
1,275,355 | 2020-06-13 23:50:12 | 30,266,994,494,236 | fraud_Corwin-Romaguera | travel | 1.14 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | 898df113828749d9dc49682df5c7d116 | 1,371,167,412 | 37.162446 | -77.891342 | 0 |
1,275,356 | 2020-06-13 23:50:16 | 675,961,917,837 | fraud_Kilback and Sons | entertainment | 21.23 | Christopher | Cummings | M | 478 George Course Apt. 056 | Sprague | NE | 68,438 | 40.6267 | -96.7456 | 142 | Chiropodist | 1967-08-24 | d3edb13a69ae538f206f5dda3ff5378f | 1,371,167,416 | 40.233765 | -95.955593 | 0 |
1,275,357 | 2020-06-13 23:50:28 | 377,234,009,633,447 | fraud_Emmerich-Rau | personal_care | 31.2 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | 6edd3d2739b5e58c02e40344160949b7 | 1,371,167,428 | 39.836339 | -77.258283 | 0 |
1,275,358 | 2020-06-13 23:50:55 | 4,640,395,708,703 | fraud_Reichert, Rowe and Mraz | shopping_net | 925.27 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | 50cf6b036be22a3c66fa1ed0a38da88c | 1,371,167,455 | 30.924133 | -91.821827 | 1 |
1,275,359 | 2020-06-13 23:51:35 | 3,583,635,130,604,947 | fraud_Prosacco, Kreiger and Kovacek | home | 56.6 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | d03469d3096ceda17ec14f1f6d4b0f08 | 1,371,167,495 | 39.715869 | -75.361606 | 0 |
1,275,360 | 2020-06-13 23:51:56 | 213,193,596,103,206 | fraud_Gottlieb Group | kids_pets | 52.01 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 7b46644527fb49ebd5d55a1b2d637b82 | 1,371,167,516 | 45.345894 | -85.44311 | 0 |
1,275,361 | 2020-06-13 23:52:25 | 30,551,643,947,183 | fraud_Denesik, Powlowski and Pouros | home | 83.68 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | cd291461378501ca71e295fccc95ce1e | 1,371,167,545 | 35.904213 | -81.063782 | 0 |
1,275,362 | 2020-06-13 23:52:43 | 213,112,402,583,773 | fraud_Reilly LLC | home | 28.04 | 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 | 5c0fdde3ec9b5cd197e79c7f3692d760 | 1,371,167,563 | 33.097304 | -81.782746 | 0 |
1,275,363 | 2020-06-13 23:52:55 | 4,469,777,115,158,235,000 | fraud_Erdman-Durgan | health_fitness | 41.05 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 2723f706b89fd5610c64fb5159026881 | 1,371,167,575 | 43.424463 | -70.940228 | 0 |
1,275,364 | 2020-06-13 23:53:18 | 4,646,845,581,490,336,000 | fraud_Fisher Inc | shopping_net | 1.52 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 5c1e7a1180a63a2228291385c6822c53 | 1,371,167,598 | 39.74022 | -72.315507 | 0 |
1,275,365 | 2020-06-13 23:54:18 | 6,538,891,242,532,018 | fraud_Thompson-Gleason | health_fitness | 198.41 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | c7ade88a655957e9b7f8a25fde1f0852 | 1,371,167,658 | 37.001245 | -90.844071 | 0 |
1,275,366 | 2020-06-13 23:54:27 | 30,175,986,190,993 | fraud_Hilpert-Conroy | kids_pets | 36.68 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | 22290a21e22b7b3670c4c8a185f8fcc6 | 1,371,167,667 | 48.059092 | -95.134767 | 0 |
1,275,367 | 2020-06-13 23:54:55 | 2,720,433,095,629,877 | fraud_Shields-Wunsch | health_fitness | 53.85 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | e0d84274dfa5ddef874bc4175215f195 | 1,371,167,695 | 43.378233 | -69.099533 | 0 |
1,275,368 | 2020-06-13 23:55:33 | 6,011,552,879,910,390 | fraud_Baumbach Ltd | personal_care | 70.2 | Robert | Long | M | 529 Joshua Knoll Apt. 511 | Lonetree | WY | 82,936 | 41.0552 | -110.1603 | 49 | Research scientist (physical sciences) | 1981-07-05 | b2302184b2b3de362cc3d28645ad8718 | 1,371,167,733 | 40.847714 | -109.511328 | 0 |
1,275,369 | 2020-06-13 23:57:20 | 30,407,675,418,785 | fraud_Ernser-Lynch | food_dining | 106.88 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | 692a40607ea131b25ace9f2f0639318f | 1,371,167,840 | 41.645666 | -76.439705 | 0 |
1,275,370 | 2020-06-13 23:57:33 | 3,502,088,871,723,054 | fraud_Kuhn LLC | shopping_pos | 9.15 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 3c20b1411f7a732bfbe388e82c4236b4 | 1,371,167,853 | 38.401423 | -77.528712 | 0 |
1,275,371 | 2020-06-13 23:57:52 | 4,836,998,673,805,450 | fraud_Torphy-Goyette | shopping_pos | 1.57 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 1b229e55dcdb7519d41db51b6b667f4a | 1,371,167,872 | 45.99693 | -85.321716 | 0 |
1,275,372 | 2020-06-13 23:58:17 | 4,586,810,168,620,942 | fraud_Kilback Group | food_dining | 7.75 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | fef45e49cb170f2d25ea9b5b8711ee49 | 1,371,167,897 | 33.476101 | -79.69814 | 0 |
1,275,373 | 2020-06-13 23:58:49 | 6,011,367,958,204,270 | fraud_Labadie LLC | personal_care | 62.1 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 56591e4fe386cd9d6c27848c91568375 | 1,371,167,929 | 40.631262 | -81.150463 | 0 |
1,275,374 | 2020-06-14 00:01:03 | 2,252,055,259,910,912 | fraud_Jewess LLC | shopping_pos | 130.34 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | d7db29ac32b0ded039c8a7859fd51043 | 1,371,168,063 | 45.533375 | -89.403411 | 0 |
1,275,375 | 2020-06-14 00:01:09 | 344,709,867,813,900 | fraud_VonRueden Group | grocery_net | 79.34 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | f32b07d1c80e5f537dbe6e370a7b6ac6 | 1,371,168,069 | 28.299787 | -81.051357 | 0 |
1,275,376 | 2020-06-14 00:01:36 | 4,358,137,750,029,945,000 | fraud_Prohaska-Murray | gas_transport | 59.77 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | c7b3d0244849236178cc783997665b8c | 1,371,168,096 | 42.330895 | -91.702881 | 0 |
1,275,377 | 2020-06-14 00:02:00 | 4,128,730,454,058,057,700 | fraud_McDermott-Rice | misc_pos | 3.04 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | 8b98b3d7a7ca3bcf29896451873e525c | 1,371,168,120 | 30.762037 | -94.101154 | 0 |
1,275,378 | 2020-06-14 00:02:30 | 30,118,423,745,458 | fraud_Volkman Ltd | misc_net | 8.39 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | aa380159b98b8e26d0088a7b8e5b3c1e | 1,371,168,150 | 40.178544 | -73.480129 | 0 |
1,275,379 | 2020-06-14 00:02:41 | 3,576,431,665,303,017 | fraud_Goodwin-Nitzsche | grocery_pos | 199.13 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 25cf347475d0ea118cda8a9458e235af | 1,371,168,161 | 33.689349 | -112.399662 | 0 |
1,275,380 | 2020-06-14 00:03:37 | 3,560,697,798,177,746 | fraud_Reynolds-Schinner | misc_pos | 5.65 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 4caadc617f7cae59a121b4f8b3819f9d | 1,371,168,217 | 33.766551 | -117.249054 | 0 |
1,275,381 | 2020-06-14 00:03:54 | 4,769,426,683,924,059,000 | fraud_Okuneva, Schneider and Rau | shopping_pos | 6.41 | Andrea | Cruz | F | 26572 Hodge Villages Suite 512 | Mifflin | PA | 17,058 | 40.5553 | -77.4001 | 1,909 | Mining engineer | 1954-08-22 | a9281fe68160280096a6cc5196043e9d | 1,371,168,234 | 39.924148 | -77.139301 | 0 |
1,275,382 | 2020-06-14 00:04:19 | 30,404,291,151,692 | fraud_Klocko LLC | misc_net | 613.15 | Savannah | Lewis | F | 537 Walker Freeway | North Tonawanda | NY | 14,120 | 43.0498 | -78.851 | 45,100 | Ambulance person | 1993-10-25 | 5e2d13f05ee2bd52a41cc7002ed33a6f | 1,371,168,259 | 43.316003 | -77.995324 | 0 |
1,275,383 | 2020-06-14 00:04:50 | 371,034,293,500,716 | fraud_Reichert, Huels and Hoppe | shopping_net | 3.05 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | 37586558d8a2698628d1653dba11d290 | 1,371,168,290 | 40.918182 | -120.345937 | 0 |
1,275,384 | 2020-06-14 00:05:24 | 2,712,209,726,293,386 | fraud_Smith-Stokes | misc_pos | 4.37 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | bcbcb809e0d7e5404e174329481838e3 | 1,371,168,324 | 31.078554 | -91.907357 | 0 |
1,275,385 | 2020-06-14 00:05:44 | 375,974,680,629,816 | fraud_Kutch, Hermiston and Farrell | gas_transport | 38.79 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 51e6722bbf5a6e0bf4f549254ce08129 | 1,371,168,344 | 42.294472 | -73.185869 | 0 |
1,275,386 | 2020-06-14 00:05:49 | 3,599,237,318,576,484 | fraud_Little, Gutmann and Lynch | shopping_net | 7.1 | Jessica | Smith | F | 06808 Ryan Valleys | Dubre | KY | 42,731 | 36.8421 | -85.5396 | 341 | Insurance risk surveyor | 1932-11-19 | 8ec63e2d73298af3da64534187ff4aba | 1,371,168,349 | 37.824993 | -85.89171 | 0 |
1,275,387 | 2020-06-14 00:06:33 | 4,069,975,342,931,683 | fraud_Rutherford-Mertz | grocery_pos | 229.56 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | 9f26f1b7507db8470ddbc07d2479c118 | 1,371,168,393 | 38.606771 | -81.695633 | 0 |
1,275,388 | 2020-06-14 00:08:05 | 4,514,242,065,619,750 | fraud_Lehner, Reichert and Mills | misc_pos | 91.04 | Janet | Carpenter | F | 9870 Collins Flat | Laramie | WY | 82,072 | 41.4247 | -105.4781 | 35,371 | Pilot, airline | 1988-09-02 | 3ffb61f4958ffcf25e7a22078e9e0455 | 1,371,168,485 | 40.811742 | -104.817014 | 0 |
1,275,389 | 2020-06-14 00:08:06 | 38,295,635,583,927 | fraud_Huel, Hammes and Witting | grocery_pos | 87.92 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | e29524e5c233ef8e0dd9107bd92a73d8 | 1,371,168,486 | 34.172808 | -100.437726 | 0 |
1,275,390 | 2020-06-14 00:08:12 | 213,193,596,103,206 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 99.21 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 6fb6fdef46771576e2428f0c3776db45 | 1,371,168,492 | 44.930897 | -85.089834 | 0 |
1,275,391 | 2020-06-14 00:09:00 | 5,559,857,416,065,248 | fraud_Cummings LLC | gas_transport | 60.28 | Jack | Hill | M | 5916 Susan Bridge Apt. 939 | Grenada | CA | 96,038 | 41.6125 | -122.5258 | 589 | Systems analyst | 1945-12-21 | 23372e562f89449ee240cc080fb79f9a | 1,371,168,540 | 41.587921 | -123.02509 | 0 |
1,275,392 | 2020-06-14 00:09:37 | 4,471,568,287,204 | fraud_Zieme, Bode and Dooley | gas_transport | 53.28 | Dakota | Maldonado | M | 369 Cochran Radial | Pelham | NC | 27,311 | 36.4899 | -79.4736 | 3,402 | Insurance underwriter | 1927-10-24 | a76db355299b63b7fd620070da41fe62 | 1,371,168,577 | 35.628632 | -78.517977 | 0 |
1,275,393 | 2020-06-14 00:09:39 | 213,156,747,557,083 | fraud_Mraz-Herzog | gas_transport | 79.79 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | aa97a1e0567a3849976cd582e0524832 | 1,371,168,579 | 33.496597 | -117.554888 | 0 |
1,275,394 | 2020-06-14 00:11:27 | 501,899,453,424 | fraud_Dooley Inc | shopping_pos | 2.45 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 6a7ac00e1ce0c069bd755d6d677576de | 1,371,168,687 | 34.814107 | -85.128703 | 0 |
1,275,395 | 2020-06-14 00:11:58 | 213,180,742,685,905 | fraud_Reichert, Shanahan and Hayes | shopping_net | 4.26 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 3f738078c3a21ed629813350dfe99558 | 1,371,168,718 | 40.619446 | -123.729172 | 0 |
1,275,396 | 2020-06-14 00:14:15 | 38,199,021,865,320 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 146.59 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | ca97cafc21470581212b9712fec70df1 | 1,371,168,855 | 42.22381 | -72.988851 | 0 |
1,275,397 | 2020-06-14 00:14:21 | 345,832,460,465,610 | fraud_Kutch LLC | gas_transport | 51.62 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | 25a7d63ad35f3dbef85fa7a2bfd9a177 | 1,371,168,861 | 38.65991 | -77.536136 | 0 |
1,275,398 | 2020-06-14 00:14:57 | 6,554,245,334,757,802 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 4.88 | Monique | Robinson | F | 07712 Marcus Divide Apt. 831 | Laguna Hills | CA | 92,637 | 33.615 | -117.7114 | 45,303 | Sales executive | 1969-12-22 | 34a992827124083799b9c3e3d03e7f1d | 1,371,168,897 | 34.433117 | -117.358939 | 0 |
1,275,399 | 2020-06-14 00:16:53 | 3,586,955,669,388,457 | fraud_Metz-Boehm | shopping_pos | 145.79 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | ece8d0e2e0b79b6901c420c0746527df | 1,371,169,013 | 41.21843 | -80.126243 | 0 |
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