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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9,400 | 2019-01-06 21:20:34 | 4,412,720,572,684,931 | fraud_Nicolas, Hills and McGlynn | entertainment | 151.78 | Richard | Marshall | M | 295 Page Creek Suite 181 | Greenbush | VA | 23,357 | 37.7681 | -75.6664 | 776 | Psychiatrist | 1949-11-17 | 94f6a2690887c3381a7841e58d9aa965 | 1,325,884,834 | 37.846971 | -74.900174 | 0 |
9,401 | 2019-01-06 21:20:48 | 581,293,083,266 | fraud_Metz, Russel and Metz | kids_pets | 54.02 | William | Thomas | M | 39227 Mcpherson Shoals | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Podiatrist | 1989-10-06 | 0a82f8d1b651922fd9ba4318f8fdd3ee | 1,325,884,848 | 36.158018 | -98.020927 | 0 |
9,402 | 2019-01-06 21:22:42 | 4,653,178,848,915,023,000 | fraud_Lubowitz, Terry and Stracke | personal_care | 37.47 | Robert | Hall | M | 371 Anthony Trail Suite 354 | Glade Spring | VA | 24,340 | 36.7779 | -81.7676 | 5,657 | Clinical psychologist | 1987-04-29 | e53ed423630ded1948853ece30a47462 | 1,325,884,962 | 36.463401 | -81.475426 | 0 |
9,403 | 2019-01-06 21:23:19 | 2,222,001,896,600,109 | fraud_Padberg-Rogahn | entertainment | 55.09 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | 9b44b817191e4fa1e0fe74373a789758 | 1,325,884,999 | 39.111703 | -89.146606 | 0 |
9,404 | 2019-01-06 21:23:33 | 344,342,339,068,828 | fraud_Friesen Ltd | health_fitness | 53.75 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | 140ee065d737092bb6cb16106f5733c7 | 1,325,885,013 | 31.436535 | -81.206183 | 0 |
9,405 | 2019-01-06 21:24:35 | 372,509,258,176,510 | fraud_Ruecker, Beer and Collier | shopping_net | 325.12 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 7988e98b20f9fc6618b45c675e9a7234 | 1,325,885,075 | 41.949954 | -83.350993 | 0 |
9,406 | 2019-01-06 21:25:06 | 3,566,094,707,272,327 | fraud_Abbott-Rogahn | entertainment | 117.88 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | a8b0b041282ddaf98a0d46b93aa35f35 | 1,325,885,106 | 34.159314 | -118.19114 | 0 |
9,407 | 2019-01-06 21:26:00 | 6,528,911,529,051,375 | fraud_Kutch-Wilderman | home | 69.73 | Diane | Smith | F | 195 Murray Overpass Apt. 384 | Winter | WI | 54,896 | 45.8327 | -91.0144 | 1,478 | Neurosurgeon | 1965-04-27 | c1323f3b6baf45889017553f7863333a | 1,325,885,160 | 45.522269 | -90.22131 | 0 |
9,408 | 2019-01-06 21:26:01 | 375,237,305,371,366 | fraud_Medhurst Inc | home | 85.67 | David | Erickson | M | 616 Jimenez Meadow Apt. 701 | East Rochester | NY | 14,445 | 43.1128 | -77.4906 | 8,019 | Retail buyer | 1928-06-26 | ed4ae84eb039976fe29c22391cfc29ab | 1,325,885,161 | 43.574101 | -77.348936 | 0 |
9,409 | 2019-01-06 21:26:08 | 213,120,463,918,358 | fraud_Roob-Okuneva | health_fitness | 50.48 | Willie | Jordan | M | 529 West Key | Spearsville | LA | 71,277 | 32.955 | -92.587 | 1,758 | Psychologist, forensic | 1957-08-08 | bcf60a301bc6b920599957cd23ad2b68 | 1,325,885,168 | 33.470419 | -92.769115 | 0 |
9,410 | 2019-01-06 21:26:09 | 38,530,489,946,071 | fraud_Wintheiser, Dietrich and Schimmel | misc_pos | 7.12 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | fc3eaa6bd17d574831b7d331d9f51c08 | 1,325,885,169 | 35.138812 | -82.310787 | 0 |
9,411 | 2019-01-06 21:26:22 | 375,082,648,741,747 | fraud_Balistreri-Nader | misc_pos | 2 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 2487046b0b7a46a6560048651f06c87e | 1,325,885,182 | 47.616311 | -97.221522 | 0 |
9,412 | 2019-01-06 21:27:03 | 4,708,992,452,821,239 | fraud_Larson-Moen | entertainment | 63.08 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 4ee0039d8f2b21f9fc7c3f764f3a973d | 1,325,885,223 | 36.568252 | -91.049145 | 0 |
9,413 | 2019-01-06 21:27:30 | 30,150,717,898,388 | fraud_Streich, Rolfson and Wilderman | kids_pets | 2.91 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | 6e217e87f937463c48b3a0b483e9cb63 | 1,325,885,250 | 34.436768 | -86.123528 | 0 |
9,414 | 2019-01-06 21:28:15 | 38,014,427,445,058 | fraud_Cartwright PLC | kids_pets | 47.08 | Sonya | Jensen | F | 4470 Jillian Courts | Adams | WI | 53,910 | 43.8967 | -89.8219 | 3,508 | Sport and exercise psychologist | 1946-08-11 | 80ce0fdedf469c93ae5b8c51e9c3f25e | 1,325,885,295 | 43.772557 | -89.391946 | 0 |
9,415 | 2019-01-06 21:28:51 | 30,044,330,818,990 | fraud_Eichmann-Kilback | home | 85.85 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 8baff23ccefcccb7b3e74b05aa602a47 | 1,325,885,331 | 25.798429 | -81.598973 | 0 |
9,416 | 2019-01-06 21:28:54 | 372,382,441,451,095 | fraud_Hintz, Bauch and Smith | health_fitness | 54.28 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | c31d55dfb8e65a0dcaf5804cf4945911 | 1,325,885,334 | 40.945002 | -73.314255 | 0 |
9,417 | 2019-01-06 21:30:11 | 30,199,621,383,748 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 22.23 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | 264e0a057b45a6dc686ea31d003ef4b2 | 1,325,885,411 | 33.024228 | -96.03321 | 0 |
9,418 | 2019-01-06 21:30:16 | 6,011,382,886,333,463 | fraud_Kulas Group | health_fitness | 3.25 | Martin | Duarte | M | 6251 Payne Flats Apt. 581 | Luzerne | MI | 48,636 | 44.6001 | -84.2931 | 864 | General practice doctor | 1942-05-04 | 26044775bce5c701199e8a0d7acdfc3b | 1,325,885,416 | 43.746604 | -83.865319 | 0 |
9,419 | 2019-01-06 21:30:34 | 6,011,679,934,075,347 | fraud_Stiedemann Ltd | food_dining | 53.88 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | c9af08c19c446e31c4f806c91c79ac39 | 1,325,885,434 | 41.008878 | -106.995233 | 0 |
9,420 | 2019-01-06 21:32:25 | 3,577,578,023,716,568 | fraud_Schmidt-Larkin | home | 131 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 6157a8f90ead5366ceaf3b8fe1203e43 | 1,325,885,545 | 40.790484 | -81.369491 | 0 |
9,421 | 2019-01-06 21:32:41 | 30,235,438,713,303 | fraud_Botsford Ltd | shopping_pos | 5.28 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 6e8904e3efbd361f92ccfac63cff4adf | 1,325,885,561 | 39.065049 | -82.333084 | 0 |
9,422 | 2019-01-06 21:33:29 | 676,102,124,465 | fraud_Bernhard, Grant and Langworth | shopping_pos | 1.13 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 6d6338ec95b5b7d457e2cc83acc5b14c | 1,325,885,609 | 39.275686 | -121.621119 | 0 |
9,423 | 2019-01-06 21:33:45 | 2,720,433,095,629,877 | fraud_McGlynn-Heathcote | misc_net | 15.92 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 7eef4fb09bd2fd89a7d9d47e925c1558 | 1,325,885,625 | 43.324699 | -70.842009 | 0 |
9,424 | 2019-01-06 21:33:51 | 4,538,566,639,857 | fraud_Dare, Fritsch and Zboncak | health_fitness | 18.9 | Jerry | Kelly | M | 3539 Mckenzie Stream | Fairview | NJ | 7,022 | 40.817 | -74 | 13,835 | Programmer, multimedia | 1967-05-28 | b97679209eee146016fa0746e9b941f2 | 1,325,885,631 | 40.554969 | -73.359841 | 0 |
9,425 | 2019-01-06 21:34:09 | 503,874,407,318 | fraud_Jerde-Hermann | travel | 7.07 | 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 | 54aa0d6e6f3abedd4e0d859eeefc6ff7 | 1,325,885,649 | 28.664427 | -98.458838 | 0 |
9,426 | 2019-01-06 21:35:16 | 4,319,584,480,204,989,000 | fraud_Kirlin and Sons | personal_care | 44.76 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | ead7ca2453ab854041afb3adf33373b7 | 1,325,885,716 | 36.412666 | -82.360652 | 0 |
9,427 | 2019-01-06 21:35:36 | 4,018,105,808,392,773,600 | fraud_Padberg-Rogahn | entertainment | 145.37 | Katherine | Love | F | 5884 Sandoval Square Apt. 371 | Allenhurst | NJ | 7,711 | 40.2367 | -74.0067 | 1,533 | Administrator, charities/voluntary organisations | 1935-04-15 | 0ef094d5e852b37be93ba33641d3f3a9 | 1,325,885,736 | 40.821003 | -73.848608 | 0 |
9,428 | 2019-01-06 21:35:38 | 6,011,109,736,646,996 | fraud_Dare, Casper and Bartoletti | kids_pets | 40.31 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | fab75cb7be07608ecbe38c9a8d18395d | 1,325,885,738 | 34.566382 | -77.805885 | 0 |
9,429 | 2019-01-06 21:36:01 | 3,502,088,871,723,054 | fraud_Renner Ltd | home | 109.64 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 7a972f9117393b8826726d76d4865db6 | 1,325,885,761 | 38.175327 | -76.735922 | 0 |
9,430 | 2019-01-06 21:36:27 | 370,348,764,075,623 | fraud_Shields-Wunsch | health_fitness | 20.52 | Christopher | Gomez | M | 950 Dunn Squares | Tickfaw | LA | 70,466 | 30.5668 | -90.482 | 8,512 | Accountant, chartered public finance | 1951-09-03 | ec3ccc4b17ba431e86a75a081c736810 | 1,325,885,787 | 31.166046 | -89.926165 | 0 |
9,431 | 2019-01-06 21:37:44 | 4,956,828,990,005,111,000 | fraud_Kilback LLC | food_dining | 115.61 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 53da9215a1f461840d2839548bc62748 | 1,325,885,864 | 39.939733 | -73.834524 | 0 |
9,432 | 2019-01-06 21:37:48 | 4,069,975,342,931,683 | fraud_Ruecker-Mayert | kids_pets | 155.14 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | 353ac95a0e00643987d91c810b665c07 | 1,325,885,868 | 38.606746 | -82.288707 | 0 |
9,433 | 2019-01-06 21:37:51 | 4,587,577,161,160,601 | fraud_Padberg-Sauer | home | 115.33 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 87dca45fb5de56c2d60fd419db27cba9 | 1,325,885,871 | 43.473422 | -68.510971 | 0 |
9,434 | 2019-01-06 21:37:54 | 3,535,808,924,394,848 | fraud_Gulgowski LLC | home | 78.61 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | 50e6013928f5fc46c47686c2e369f344 | 1,325,885,874 | 39.069041 | -89.137861 | 0 |
9,435 | 2019-01-06 21:38:54 | 377,654,590,313,960 | fraud_Labadie LLC | personal_care | 22.37 | 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 | ae31b1fe538feea6cecfd5dae9045994 | 1,325,885,934 | 35.285993 | -83.607739 | 0 |
9,436 | 2019-01-06 21:39:02 | 30,376,238,035,123 | fraud_Beer-Jast | kids_pets | 144.29 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | c56b691966a49e7742c0efc2ffe96b70 | 1,325,885,942 | 43.114543 | -125.339989 | 0 |
9,437 | 2019-01-06 21:39:08 | 3,589,289,942,931,264 | fraud_Schuppe-Schuppe | food_dining | 25.46 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 6f5f00f25eea4ba44d5876da4779c770 | 1,325,885,948 | 44.13303 | -96.919978 | 0 |
9,438 | 2019-01-06 21:40:28 | 3,582,754,887,089,201 | fraud_Kihn, Brakus and Goyette | personal_care | 51.8 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 954bbb4c1e4c47e9198a1b924fe10735 | 1,325,886,028 | 33.693245 | -92.998426 | 0 |
9,439 | 2019-01-06 21:40:35 | 4,855,853,415,727,305,000 | fraud_Gutmann, McLaughlin and Wiza | home | 60.4 | Justin | Aguilar | M | 184 Miller Manors | Wittenberg | WI | 54,499 | 44.8232 | -89.1665 | 3,223 | Senior tax professional/tax inspector | 1954-06-30 | 89b04e40f9d6862fff4546329245ebe0 | 1,325,886,035 | 43.96565 | -88.393224 | 0 |
9,440 | 2019-01-06 21:42:04 | 4,450,831,335,606,294 | fraud_Gleason and Sons | kids_pets | 17.07 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | 81f49245ff4bb89926981dfbd7e599d7 | 1,325,886,124 | 35.201183 | -95.036455 | 0 |
9,441 | 2019-01-06 21:42:08 | 4,989,847,570,577,635,000 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 391.87 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | e76619946bf72ae06f719a169edbf1a2 | 1,325,886,128 | 33.640587 | -82.296698 | 0 |
9,442 | 2019-01-06 21:42:16 | 36,913,587,729,122 | fraud_Greenholt, O'Hara and Balistreri | shopping_net | 1.88 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 54dedc941fdf9222c7c7808eedd8c340 | 1,325,886,136 | 44.056776 | -116.044637 | 0 |
9,443 | 2019-01-06 21:43:58 | 4,961,003,488,432,306 | fraud_Ernser-Feest | home | 39.26 | Stacy | Walsh | F | 324 Donna Ridge Suite 651 | Cressona | PA | 17,929 | 40.6284 | -76.195 | 1,606 | Ecologist | 1966-05-10 | 1158fdc472c6d50691c7a615719fe934 | 1,325,886,238 | 39.989779 | -75.394735 | 0 |
9,444 | 2019-01-06 21:44:48 | 4,997,733,566,924,489 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 41.08 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | db2e2ccad344a18bb3c605da88d7b4cf | 1,325,886,288 | 45.473622 | -93.693585 | 0 |
9,445 | 2019-01-06 21:44:54 | 30,135,235,368,675 | fraud_Hickle Group | shopping_pos | 3.68 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | 730311c5b30bb98cefc9b9389c4e914a | 1,325,886,294 | 39.781996 | -93.929888 | 0 |
9,446 | 2019-01-06 21:45:36 | 375,904,527,651,269 | fraud_Becker, Harris and Harvey | personal_care | 8.02 | Ryan | Cook | M | 75952 Wilson Course | Roseland | NE | 68,973 | 40.4591 | -98.5551 | 463 | Nurse, mental health | 1948-05-31 | 4471b443b37510ed62183c0e03e277d0 | 1,325,886,336 | 40.179548 | -97.93895 | 0 |
9,447 | 2019-01-06 21:45:52 | 6,011,652,924,285,713 | fraud_Thiel Ltd | travel | 2.26 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 240aabdf68dc1c9ddb45b8eaad5cc783 | 1,325,886,352 | 37.605468 | -92.780588 | 0 |
9,448 | 2019-01-06 21:46:11 | 4,839,615,922,685,395 | fraud_Ritchie, Oberbrunner and Cremin | travel | 8.38 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | 1f5836694a5bad61bd9c6376357380eb | 1,325,886,371 | 39.155541 | -85.874274 | 0 |
9,449 | 2019-01-06 21:46:30 | 4,560,395,181,594,436,000 | fraud_O'Hara-Wilderman | food_dining | 49.44 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 3e1063dfe4bb7a8f090acb5d90068d86 | 1,325,886,390 | 38.351706 | -123.368284 | 0 |
9,450 | 2019-01-06 21:46:57 | 3,566,094,707,272,327 | fraud_Effertz, Welch and Schowalter | entertainment | 114.19 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | caf126bdeb004898cdcd9830fa0778fc | 1,325,886,417 | 35.263801 | -118.973001 | 0 |
9,451 | 2019-01-06 21:47:01 | 3,575,789,281,659,026 | fraud_Bins, Balistreri and Beatty | shopping_pos | 7.48 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 65b97b46517ad427a8399c4b5c93b093 | 1,325,886,421 | 39.169529 | -94.576394 | 0 |
9,452 | 2019-01-06 21:47:25 | 340,951,438,290,556 | fraud_Schmidt and Sons | shopping_net | 1.87 | Maria | Garcia | F | 865 Thomas Village | Orangeburg | NY | 10,962 | 41.0442 | -73.9609 | 5,950 | Records manager | 1971-07-02 | e52edd1f15652166d03029c5ac617257 | 1,325,886,445 | 41.256638 | -72.980674 | 0 |
9,453 | 2019-01-06 21:47:36 | 373,905,417,449,658 | fraud_Douglas, Schneider and Turner | shopping_pos | 7.65 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | def44bb21248695bc04aacee781b4d9e | 1,325,886,456 | 32.814757 | -97.352344 | 0 |
9,454 | 2019-01-06 21:47:42 | 4,640,395,708,703 | fraud_Stark-Batz | entertainment | 155.86 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | f637fa5bfb5258de84ebf4f83a758b89 | 1,325,886,462 | 29.966626 | -91.396808 | 0 |
9,455 | 2019-01-06 21:48:21 | 4,874,017,206,859,125 | fraud_Kling-Ernser | entertainment | 101.03 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | 7c08b9719ca9eb6f0ecc374f27221443 | 1,325,886,501 | 46.29139 | -123.276919 | 0 |
9,456 | 2019-01-06 21:48:23 | 4,451,438,912,406,400 | fraud_Ferry, Lynch and Kautzer | misc_net | 88.84 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | 725c9f9d878376e2170aa66866c6b66f | 1,325,886,503 | 35.283692 | -93.76753 | 0 |
9,457 | 2019-01-06 21:48:45 | 4,555,104,582,813,474 | fraud_Konopelski, Schneider and Hartmann | food_dining | 53.28 | Chris | Daniel | M | 025 White Fork Apt. 633 | Rock Glen | PA | 18,246 | 40.954 | -76.1747 | 143 | Health and safety adviser | 1982-02-19 | 6633bc2ca584b84e3793ccf8c9353fb9 | 1,325,886,525 | 40.63048 | -75.852549 | 0 |
9,458 | 2019-01-06 21:49:44 | 2,720,830,304,681,674 | fraud_Hilpert-Conroy | kids_pets | 36.23 | Melissa | Aguilar | F | 21326 Taylor Squares Suite 708 | Clarksville | TN | 37,040 | 36.522 | -87.349 | 151,785 | Pathologist | 1974-03-28 | 2e21de7b442a40aee63b327e3f661a3e | 1,325,886,584 | 36.865893 | -87.088677 | 0 |
9,459 | 2019-01-06 21:50:21 | 4,400,011,257,587,662,000 | fraud_Abshire PLC | entertainment | 21.28 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 8e5255561630f1145e0a49bbf70d0841 | 1,325,886,621 | 41.958425 | -98.89108 | 0 |
9,460 | 2019-01-06 21:50:27 | 6,011,438,889,172,900 | fraud_Hickle Group | shopping_pos | 1.38 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 4f6a7e7c44c784e53b43a2d54c7e5ef4 | 1,325,886,627 | 34.827476 | -91.451312 | 0 |
9,461 | 2019-01-06 21:50:30 | 4,181,833,256,558,614,000 | fraud_Baumbach Ltd | personal_care | 20.09 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 488c5cd0666a17889672f163e4d6d17f | 1,325,886,630 | 37.339583 | -105.091622 | 0 |
9,462 | 2019-01-06 21:52:07 | 4,259,996,134,423 | fraud_Watsica LLC | personal_care | 23.68 | Julie | Johnson | F | 9331 Robert Passage Suite 327 | Hudson | KS | 67,545 | 38.1485 | -98.6408 | 215 | Probation officer | 1968-11-22 | 2f5ed0f92401f3c92b5647d43d458435 | 1,325,886,727 | 37.82776 | -98.351271 | 0 |
9,463 | 2019-01-06 21:53:15 | 3,560,336,828,629,935 | fraud_Bogisich-Weimann | kids_pets | 18.74 | Christopher | White | M | 13613 Hammond Ferry | Clutier | IA | 52,217 | 42.0789 | -92.3763 | 590 | Embryologist, clinical | 1953-03-30 | 285a8dd1a6d0caf09652c87071fac95d | 1,325,886,795 | 42.028081 | -91.840945 | 0 |
9,464 | 2019-01-06 21:53:39 | 6,592,243,974,328,236 | fraud_Beier-Hyatt | shopping_pos | 3.68 | Philip | Hart | M | 97405 Vazquez Plains | Montgomery | AL | 36,111 | 32.3374 | -86.2715 | 214,703 | Chemist, analytical | 1994-10-07 | ac8e3d881d6653117ff6100396b3faff | 1,325,886,819 | 31.527543 | -85.38415 | 0 |
9,465 | 2019-01-06 21:54:18 | 4,509,922,033,272,157 | fraud_Macejkovic-Lesch | shopping_pos | 2.64 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | 8971c947e483700f05e686e8c20fca1e | 1,325,886,858 | 43.444372 | -98.028505 | 0 |
9,466 | 2019-01-06 21:54:19 | 676,309,913,934 | fraud_Donnelly PLC | misc_net | 2.24 | Robert | Martinez | M | 3683 Parrish Circles | Pueblo | CO | 81,005 | 38.2352 | -104.66 | 151,815 | Further education lecturer | 1988-01-04 | 8839dc5332ab4c937a41a72a8d8a6158 | 1,325,886,859 | 38.425735 | -105.418157 | 0 |
9,467 | 2019-01-06 21:54:34 | 3,559,679,414,981,506 | fraud_Dare, Casper and Bartoletti | kids_pets | 29.17 | Olivia | Stephenson | F | 292 Cassidy Oval | Lowville | NY | 13,367 | 43.7893 | -75.4156 | 8,830 | Theme park manager | 1991-03-29 | f1f040bcc043277ce27f3fbfbe23c97c | 1,325,886,874 | 43.204104 | -76.167013 | 0 |
9,468 | 2019-01-06 21:55:18 | 4,561,546,772,499 | fraud_Schmeler-Howe | personal_care | 62.19 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 0f668d9393774cb1642bf1b85c7534e1 | 1,325,886,918 | 35.819264 | -105.16437 | 0 |
9,469 | 2019-01-06 21:55:34 | 4,365,382,885,912,355 | fraud_Turcotte, Batz and Buckridge | health_fitness | 75.8 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | eb356d08b0d34af99ec82ebeaf03511d | 1,325,886,934 | 47.680867 | -93.714625 | 0 |
9,470 | 2019-01-06 21:56:11 | 4,509,142,395,811,241 | fraud_Johns-Hoeger | entertainment | 5.6 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 88e85117aec8607e6c3ffb6cd58bbe04 | 1,325,886,971 | 30.693819 | -81.393023 | 0 |
9,471 | 2019-01-06 21:56:28 | 3,583,635,130,604,947 | fraud_Jacobi and Sons | shopping_pos | 4.82 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 83b927ee8cf026aa3b506de93b61e1a9 | 1,325,886,988 | 39.26616 | -75.757734 | 0 |
9,472 | 2019-01-06 21:56:32 | 4,509,142,395,811,241 | fraud_Eichmann-Kilback | home | 92.97 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | d9fdc73ccb89d4440110115a9e40b2c2 | 1,325,886,992 | 31.062816 | -82.04865 | 0 |
9,473 | 2019-01-06 21:57:07 | 676,281,772,837 | fraud_Hermiston, Pacocha and Smith | health_fitness | 23.74 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | 1ebc6d49cdac90e6352f0ac9981f44f2 | 1,325,887,027 | 31.751041 | -83.881795 | 0 |
9,474 | 2019-01-06 21:57:39 | 370,612,217,861,404 | fraud_Reilly LLC | home | 20.81 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | 8e004d609c6eac1ebc6bd85eac9e3d1a | 1,325,887,059 | 39.45555 | -74.448483 | 0 |
9,475 | 2019-01-06 21:57:53 | 4,610,064,888,664,703 | fraud_Haley Group | misc_pos | 71.72 | Tammy | Maldonado | F | 3312 Rachel Parks Suite 474 | Stittville | NY | 13,469 | 43.2229 | -75.2899 | 847 | Systems analyst | 1996-01-11 | 6b15e54a1d1188190561265cf3f9bcaf | 1,325,887,073 | 43.442365 | -75.45491 | 0 |
9,476 | 2019-01-06 21:57:57 | 3,528,407,217,576,457 | fraud_Baumbach, Feeney and Morar | shopping_net | 4.45 | Patricia | Leach | F | 71309 Martinez Stravenue | Kingsport | TN | 37,663 | 36.4715 | -82.4834 | 87,124 | Warden/ranger | 1987-02-14 | f9ea3dfde29bc40172ace93f250504f2 | 1,325,887,077 | 36.063799 | -83.114615 | 0 |
9,477 | 2019-01-06 21:58:49 | 6,596,735,789,587,928 | fraud_Roob-Okuneva | health_fitness | 60.37 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | 301c902376525289b2572259473c1598 | 1,325,887,129 | 44.330754 | -94.177104 | 0 |
9,478 | 2019-01-06 21:58:59 | 4,005,676,619,255,478 | fraud_Volkman Ltd | misc_net | 1.53 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 76518b1db1981f5dea6a767e3588b935 | 1,325,887,139 | 30.987707 | -90.303204 | 0 |
9,479 | 2019-01-06 21:59:59 | 342,952,484,382,519 | fraud_Balistreri-Nader | misc_pos | 1.8 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 6e809e03d9501d8f7df694e30d5f2335 | 1,325,887,199 | 42.440391 | -74.031039 | 0 |
9,480 | 2019-01-06 22:00:37 | 675,945,690,716 | fraud_Nienow PLC | entertainment | 39.25 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | 97870b30062876eeac3f654a1867b821 | 1,325,887,237 | 40.928186 | -79.940338 | 0 |
9,481 | 2019-01-06 22:01:34 | 213,154,573,301,411 | fraud_McCullough, Hudson and Schuster | food_dining | 52.63 | Christopher | Sheppard | M | 39218 Baker Shoals | Bristow | IN | 47,515 | 38.1981 | -86.6821 | 965 | Horticultural therapist | 1982-02-10 | e126a57ab1c841e86cc1550e5e9cbf13 | 1,325,887,294 | 38.153601 | -86.599483 | 0 |
9,482 | 2019-01-06 22:01:52 | 630,469,040,731 | fraud_Connelly PLC | food_dining | 6.63 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | d8d05be11d69ab18d403c3062741b712 | 1,325,887,312 | 45.416338 | -121.153057 | 0 |
9,483 | 2019-01-06 22:02:09 | 580,954,173,374 | fraud_Yost-Rogahn | personal_care | 128.86 | Jessica | Benitez | F | 31281 Thomas Inlet | Montrose | NY | 10,548 | 41.2496 | -73.9446 | 3,487 | Race relations officer | 1960-01-13 | 0c9c3fcf65709d529448da28550f873e | 1,325,887,329 | 41.918812 | -73.81842 | 0 |
9,484 | 2019-01-06 22:03:21 | 3,511,378,610,369,890 | fraud_O'Reilly, Mohr and Purdy | home | 21.47 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 435cf8eb5cc3d8fa838bdbf2f26e10ac | 1,325,887,401 | 35.002613 | -86.865946 | 0 |
9,485 | 2019-01-06 22:04:33 | 180,084,576,295,055 | fraud_Schuppe LLC | entertainment | 35.02 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | 885f46d2e20d73d82c760bb51fc34303 | 1,325,887,473 | 28.483377 | -96.45786 | 0 |
9,486 | 2019-01-06 22:05:03 | 584,673,555,952 | fraud_Gleason and Sons | kids_pets | 77.08 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | 955ba36bf4a098b941723df047c1a9aa | 1,325,887,503 | 46.601675 | -100.507332 | 0 |
9,487 | 2019-01-06 22:05:50 | 3,567,697,931,646,329 | fraud_Block Group | misc_pos | 46.8 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | e09cbe0236a02abb616559b947f1ffcc | 1,325,887,550 | 42.046519 | -74.753427 | 0 |
9,488 | 2019-01-06 22:06:28 | 3,529,597,810,116,815 | fraud_Stiedemann Inc | misc_pos | 75.35 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | 803b3ce1e9bd820a9f1b205361963bcf | 1,325,887,588 | 41.384755 | -77.382665 | 0 |
9,489 | 2019-01-06 22:07:28 | 180,049,032,966,888 | fraud_Hettinger, McCullough and Fay | home | 90.51 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | ad53d177821c442743c368f5296f5ad5 | 1,325,887,648 | 45.56763 | -89.485534 | 0 |
9,490 | 2019-01-06 22:08:01 | 3,533,742,182,628,021 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 1.29 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | f9d42b534f9c834486c13d953e1439d5 | 1,325,887,681 | 33.509282 | -79.586003 | 0 |
9,491 | 2019-01-06 22:08:13 | 4,969,856,774,088,583 | fraud_O'Connell-Ullrich | home | 45.23 | Jacqueline | Prince | F | 27823 Andrew Underpass Suite 948 | Metairie | LA | 70,003 | 29.9975 | -90.2146 | 137,067 | Advertising account planner | 1951-12-04 | 0faef81bfcc3cbef66dc2d59b90d191d | 1,325,887,693 | 29.387286 | -90.982378 | 0 |
9,492 | 2019-01-06 22:08:39 | 4,653,879,239,169,997 | fraud_Kihn Inc | shopping_pos | 3.88 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | d8d9fb752c52c8ae791df3ca1550e742 | 1,325,887,719 | 36.097537 | -86.964785 | 0 |
9,493 | 2019-01-06 22:08:41 | 345,933,964,507,467 | fraud_Kling, Howe and Schneider | home | 96.1 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 93ff0b47231c4a25e7a0e1f1e24602ad | 1,325,887,721 | 38.998657 | -76.061305 | 0 |
9,494 | 2019-01-06 22:09:32 | 4,198,470,814,557 | fraud_Reichel LLC | personal_care | 6.87 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 95ee866a9036b88c422a7cbb50201ea8 | 1,325,887,772 | 41.565521 | -95.757466 | 0 |
9,495 | 2019-01-06 22:10:49 | 6,011,438,889,172,900 | fraud_Sawayn PLC | shopping_pos | 107.78 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | bc29e459f570e2a1b79f895145de7d9a | 1,325,887,849 | 35.241372 | -90.877652 | 0 |
9,496 | 2019-01-06 22:11:29 | 3,518,758,680,062,249 | fraud_Ritchie, Oberbrunner and Cremin | travel | 5.62 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | 45769278edf74cb169e88907a37b52ff | 1,325,887,889 | 38.296042 | -110.237442 | 0 |
9,497 | 2019-01-06 22:11:41 | 213,180,742,685,905 | fraud_Larson-Moen | entertainment | 57.28 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | f6ce8ef5cfc75f1ad6954dab07eb959e | 1,325,887,901 | 40.7214 | -123.562583 | 0 |
9,498 | 2019-01-06 22:12:09 | 3,598,304,579,370,089 | fraud_Kihn-Fritsch | food_dining | 3.88 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | 43ad991312c8dea40168703c92b30d1c | 1,325,887,929 | 38.554212 | -97.340209 | 0 |
9,499 | 2019-01-06 22:12:21 | 6,011,542,681,743,618 | fraud_Moore, Williamson and Emmerich | home | 43.64 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | acc20441e5b4c8837c39989b4dac09f7 | 1,325,887,941 | 39.663329 | -78.023296 | 0 |
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