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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7,500 | 2019-01-05 22:01:10 | 3,500,969,075,198,072 | fraud_Donnelly LLC | entertainment | 158.25 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 561ed669a8751cf31b4978987ded2f1b | 1,325,800,870 | 47.256899 | -117.561177 | 0 |
7,501 | 2019-01-05 22:01:14 | 4,355,790,796,238,265,000 | fraud_Carroll PLC | health_fitness | 87.38 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | 30d98526fe97460738a82b35fdae58f8 | 1,325,800,874 | 39.478405 | -92.144045 | 0 |
7,502 | 2019-01-05 22:02:15 | 370,818,583,810,103 | fraud_Jakubowski Inc | home | 54.28 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | 8197d990a4fc38b1ad724ec9b101e460 | 1,325,800,935 | 40.661102 | -80.117197 | 0 |
7,503 | 2019-01-05 22:02:34 | 341,546,199,006,537 | fraud_Dooley-Thompson | misc_net | 849.49 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | b87c92d4824758e704da572891697fed | 1,325,800,954 | 65.266065 | -164.865352 | 1 |
7,504 | 2019-01-05 22:02:56 | 4,998,109,455,173,950 | fraud_Lesch Ltd | shopping_pos | 379.7 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 30c4498bbfa62ed7fa651b2cfab32d98 | 1,325,800,976 | 39.240328 | -93.675372 | 0 |
7,505 | 2019-01-05 22:03:39 | 4,555,104,582,813,474 | fraud_Dibbert and Sons | entertainment | 67.11 | 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 | 14a6903c79d7e6a94d69fd14e9c1e179 | 1,325,801,019 | 40.729708 | -75.850011 | 0 |
7,506 | 2019-01-05 22:03:50 | 4,259,996,134,423 | fraud_Hagenes, Kohler and Hoppe | food_dining | 141.26 | Julie | Johnson | F | 9331 Robert Passage Suite 327 | Hudson | KS | 67,545 | 38.1485 | -98.6408 | 215 | Probation officer | 1968-11-22 | 994600040c35027c85668af0061852f2 | 1,325,801,030 | 38.702358 | -99.441913 | 0 |
7,507 | 2019-01-05 22:04:19 | 3,501,509,250,702,469 | fraud_Streich, Rolfson and Wilderman | kids_pets | 161.64 | 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 | 9bfde618d366e13c22d0abb8d1fb5fce | 1,325,801,059 | 25.949268 | -82.059344 | 0 |
7,508 | 2019-01-05 22:05:13 | 2,254,917,871,818,484 | fraud_Moore, Dibbert and Koepp | misc_net | 62.03 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | ba28d44772f137b54860ae24f0c57444 | 1,325,801,113 | 38.496397 | -76.642232 | 0 |
7,509 | 2019-01-05 22:05:50 | 30,328,384,440,870 | fraud_Gottlieb, Considine and Schultz | shopping_net | 1,177.79 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | f1c51701d8b5dd6ebfe7c1aebf0c4fe7 | 1,325,801,150 | 39.288305 | -92.476947 | 1 |
7,510 | 2019-01-05 22:06:22 | 3,589,289,942,931,264 | fraud_Dare, Fritsch and Zboncak | health_fitness | 39.87 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 1a7c4b2171da4f70b78fd295fdcb1e95 | 1,325,801,182 | 43.504058 | -97.938318 | 0 |
7,511 | 2019-01-05 22:06:58 | 375,248,307,838,179 | fraud_Crooks and Sons | personal_care | 19.05 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | 19e63b3d1dd9803130a6ac6914d7b011 | 1,325,801,218 | 38.263074 | -80.10284 | 0 |
7,512 | 2019-01-05 22:07:12 | 5,104,807,169,438,134 | fraud_Mante, Luettgen and Hackett | health_fitness | 158.29 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | eba21c3665b0531c4ad3b073edacf86e | 1,325,801,232 | 40.827136 | -72.499701 | 0 |
7,513 | 2019-01-05 22:07:39 | 344,709,867,813,900 | fraud_Schmeler, Bashirian and Price | shopping_net | 1.17 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | cbfa2ff663cb88ce5e4bc058459aa842 | 1,325,801,259 | 26.936027 | -81.93515 | 0 |
7,514 | 2019-01-05 22:07:51 | 3,533,177,016,567,295 | fraud_Zboncak LLC | food_dining | 37.53 | Derek | Bentley | M | 782 Lee Crossing Apt. 209 | Weeping Water | NE | 68,463 | 40.8731 | -96.1528 | 1,517 | Dealer | 1951-11-08 | d1a3683490e8dadb530b106cf578d718 | 1,325,801,271 | 41.853409 | -95.560645 | 0 |
7,515 | 2019-01-05 22:08:35 | 4,806,443,445,305 | fraud_Kub-Heaney | health_fitness | 12.32 | Eric | Patel | M | 69459 Rachel Prairie Apt. 850 | Ironton | OH | 45,638 | 38.5294 | -82.6654 | 21,635 | Geochemist | 2001-07-10 | e99ca3531beedfa65e29288f1ba33a74 | 1,325,801,315 | 37.807013 | -81.817377 | 0 |
7,516 | 2019-01-05 22:08:52 | 30,560,609,640,617 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 33.62 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | e9290d15ebc39713a12a6e29cb2f5755 | 1,325,801,332 | 41.285896 | -92.087641 | 0 |
7,517 | 2019-01-05 22:09:37 | 36,078,114,201,167 | fraud_Metz, Russel and Metz | kids_pets | 30.88 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 9d575c9cc895c908e47f432ad1cb21bf | 1,325,801,377 | 37.439981 | -83.568854 | 0 |
7,518 | 2019-01-05 22:10:43 | 4,393,520,897,625 | fraud_Reinger, Weissnat and Strosin | food_dining | 60.22 | Charles | Rodriguez | M | 240 Tracy Forges | Easton | KS | 66,020 | 39.3391 | -95.0999 | 1,442 | Air broker | 1982-05-20 | 0456bfbfd3495fac50e1bab9a25c5388 | 1,325,801,443 | 38.890413 | -95.535499 | 0 |
7,519 | 2019-01-05 22:11:20 | 6,011,679,934,075,347 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 8.56 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | 104736c478bea6d32d07daa4d645f906 | 1,325,801,480 | 40.26709 | -105.247274 | 0 |
7,520 | 2019-01-05 22:11:22 | 4,067,137,330,196,900 | fraud_Watsica LLC | personal_care | 24 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | 3572fb42ff43acf884714b9fb23c1656 | 1,325,801,482 | 33.64354 | -87.903425 | 0 |
7,521 | 2019-01-05 22:11:27 | 213,180,742,685,905 | fraud_Schroeder, Wolff and Hermiston | travel | 10 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 2bc1dc0ea102290bc32b10026f9b9470 | 1,325,801,487 | 40.538866 | -123.471956 | 0 |
7,522 | 2019-01-05 22:12:08 | 6,011,348,830,550,197 | fraud_Cartwright PLC | kids_pets | 27.35 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 1ae637e4ec9137c5b0d437fd983b0401 | 1,325,801,528 | 33.803232 | -86.833403 | 0 |
7,523 | 2019-01-05 22:12:25 | 341,546,199,006,537 | fraud_Moen, Reinger and Murphy | grocery_pos | 307.09 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 755e4e8350ec4a3e9309727574c97726 | 1,325,801,545 | 64.909145 | -164.712087 | 1 |
7,524 | 2019-01-05 22:14:56 | 4,585,132,874,641 | fraud_Pouros-Haag | shopping_pos | 4.87 | Karen | Gordon | F | 543 Ware Path Apt. 593 | Utica | MO | 64,686 | 39.7417 | -93.6289 | 271 | Land/geomatics surveyor | 1972-04-18 | da23c4a44969b77e44e548013b95622b | 1,325,801,696 | 40.197601 | -93.823936 | 0 |
7,525 | 2019-01-05 22:14:57 | 4,601,636,330,889 | fraud_Yost-Rogahn | personal_care | 1.68 | Mark | Rivera | M | 383 Contreras Hills Suite 658 | Humble | TX | 77,338 | 30.0041 | -95.2825 | 194,500 | Tax adviser | 1990-12-18 | d8ea7fd86abbba4e2d053987902fcef7 | 1,325,801,697 | 29.235878 | -96.206053 | 0 |
7,526 | 2019-01-05 22:15:45 | 30,561,214,688,470 | fraud_Heller, Gutmann and Zieme | grocery_pos | 139.15 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | 392897826fd99296ec1c43946ea3399f | 1,325,801,745 | 40.962887 | -75.401828 | 0 |
7,527 | 2019-01-05 22:15:58 | 30,235,268,718,158 | fraud_Bins-Howell | personal_care | 118 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | 6f4a2df5da56ed16a7bf42b18c115472 | 1,325,801,758 | 41.293703 | -74.737612 | 0 |
7,528 | 2019-01-05 22:16:28 | 38,797,410,705,641 | fraud_Bechtelar-Rippin | food_dining | 67.82 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | c06b91d83d86fc48dbaf13e3b89a641c | 1,325,801,788 | 42.511993 | -74.325619 | 0 |
7,529 | 2019-01-05 22:18:52 | 341,546,199,006,537 | fraud_Hauck, Dietrich and Funk | kids_pets | 4.58 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 8fa7880cf01e6adc96e9654d69f3f035 | 1,325,801,932 | 65.052892 | -166.067029 | 1 |
7,530 | 2019-01-05 22:19:20 | 213,126,662,687,660 | fraud_Kihn Inc | shopping_pos | 1.03 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | f6128db98d6bf437161bfef160821484 | 1,325,801,960 | 28.375956 | -99.739275 | 0 |
7,531 | 2019-01-05 22:20:24 | 38,580,485,618,059 | fraud_Dare, Fritsch and Zboncak | health_fitness | 22.95 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | 7e63d23bfbb2fb7354ba027edb07c007 | 1,325,802,024 | 48.733099 | -103.997494 | 0 |
7,532 | 2019-01-05 22:21:35 | 3,502,088,871,723,054 | fraud_Brown Inc | kids_pets | 80.08 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | d920b6820180052474250be8c54232fd | 1,325,802,095 | 39.037616 | -76.192387 | 0 |
7,533 | 2019-01-05 22:21:49 | 30,273,037,698,427 | fraud_Effertz LLC | entertainment | 106.21 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 41528b7bc5a274ca3a9951d9d5c3d94d | 1,325,802,109 | 34.67461 | -91.012869 | 0 |
7,534 | 2019-01-05 22:22:00 | 3,536,918,668,124,647 | fraud_Swift PLC | kids_pets | 78.41 | Michelle | Juarez | F | 44864 Melton Vista Suite 310 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Science writer | 1955-06-12 | ccc89d83df471be063b3c2b9986887e0 | 1,325,802,120 | 37.746296 | -121.72152 | 0 |
7,535 | 2019-01-05 22:22:50 | 213,157,767,990,030 | fraud_Gutmann, McLaughlin and Wiza | home | 29.38 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 0e40bd20e05f9d0c0ab0273bbb9da23a | 1,325,802,170 | 41.251792 | -108.336332 | 0 |
7,536 | 2019-01-05 22:22:55 | 3,596,217,206,093,829 | fraud_Effertz, Welch and Schowalter | entertainment | 119.2 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 3b837d9a879adaf0c0fc3462cfa65965 | 1,325,802,175 | 40.244367 | -91.10057 | 0 |
7,537 | 2019-01-05 22:23:18 | 3,597,926,034,019,603 | fraud_Ledner, Hartmann and Feest | health_fitness | 139.07 | Derrick | Flores | M | 83690 Nicholas Ports Apt. 846 | Oakland | TN | 38,060 | 35.2229 | -89.5518 | 9,496 | Furniture conservator/restorer | 1993-03-23 | 02107c3026b7ac8b3674d5c040081d9d | 1,325,802,198 | 34.790289 | -89.990272 | 0 |
7,538 | 2019-01-05 22:23:22 | 2,254,917,871,818,484 | fraud_Mayert Group | shopping_pos | 9.81 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 7cb0edfcbe3d2f65860e7809536442fb | 1,325,802,202 | 37.483416 | -76.542918 | 0 |
7,539 | 2019-01-05 22:23:41 | 4,451,438,912,406,400 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 185.65 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | 4c22394ee299c0f6a990a0902f54e8bd | 1,325,802,221 | 34.467059 | -92.834315 | 0 |
7,540 | 2019-01-05 22:23:58 | 4,900,628,639,996 | fraud_Weber and Sons | food_dining | 15.43 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | e4906686d04990b462eeb740929d5a1f | 1,325,802,238 | 33.587744 | -117.696914 | 0 |
7,541 | 2019-01-05 22:25:07 | 4,149,635,823,017 | fraud_Kling, Howe and Schneider | home | 258.54 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 7c66d164e59c4469f0c8f66d3935d923 | 1,325,802,307 | 34.828875 | -86.302643 | 0 |
7,542 | 2019-01-05 22:25:21 | 3,525,668,150,756,629 | fraud_Brown Inc | kids_pets | 62.01 | Christopher | Choi | M | 04611 Sandra Spring Suite 059 | Rumely | MI | 49,826 | 46.3481 | -87.0436 | 137 | Film/video editor | 1990-08-13 | 17924f5b7b23941d7fe78051836b83c3 | 1,325,802,321 | 46.158353 | -87.834517 | 0 |
7,543 | 2019-01-05 22:25:59 | 4,400,011,257,587,662,000 | fraud_Beier-Hyatt | shopping_pos | 9.82 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 7642ea7a22bc036e73834638365e8d93 | 1,325,802,359 | 42.083747 | -98.634758 | 0 |
7,544 | 2019-01-05 22:27:25 | 3,547,574,373,318,979 | fraud_Kilback, Nitzsche and Leffler | travel | 3.02 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | a858f068f77c71ada19029bd6643c94b | 1,325,802,445 | 38.740198 | -87.998936 | 0 |
7,545 | 2019-01-05 22:27:43 | 3,508,104,404,056,005 | fraud_Mohr Inc | shopping_pos | 9.86 | Michael | Fisher | M | 401 Escobar Port | East Troy | WI | 53,120 | 42.8035 | -88.4092 | 9,679 | Engineer, production | 1991-04-11 | 11617d1281d36bba5e53030933e876b3 | 1,325,802,463 | 42.109874 | -88.267921 | 0 |
7,546 | 2019-01-05 22:28:16 | 2,229,378,226,512,508 | fraud_Dare, Casper and Bartoletti | kids_pets | 47.46 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | ef24af281398690dcc4ac881d061dfba | 1,325,802,496 | 42.760826 | -90.606122 | 0 |
7,547 | 2019-01-05 22:29:12 | 3,567,697,931,646,329 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 9.23 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 99c26e2376b2de1422899d53700b55b9 | 1,325,802,552 | 43.166521 | -73.154207 | 0 |
7,548 | 2019-01-05 22:30:24 | 3,564,839,259,330,465 | fraud_Reichel Inc | entertainment | 13.41 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | 4f669905655bf4543d97d242348ec666 | 1,325,802,624 | 38.643404 | -121.456994 | 0 |
7,549 | 2019-01-05 22:30:32 | 4,560,395,181,594,436,000 | fraud_Volkman-Predovic | shopping_net | 267.13 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | fc7a7663efcc1298ee01d54aabd1a916 | 1,325,802,632 | 39.12545 | -122.676064 | 0 |
7,550 | 2019-01-05 22:31:02 | 4,170,689,372,027,579 | fraud_Abernathy and Sons | food_dining | 4.35 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 0d341333df0609b8762d6974144e2c6b | 1,325,802,662 | 36.551031 | -97.188442 | 0 |
7,551 | 2019-01-05 22:32:15 | 2,296,006,538,441,789 | fraud_Torphy-Goyette | shopping_pos | 4.9 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | 10e53eb83c520b089755601f1b42f876 | 1,325,802,735 | 41.270062 | -74.887876 | 0 |
7,552 | 2019-01-05 22:32:28 | 341,546,199,006,537 | fraud_Pouros-Haag | shopping_pos | 730.78 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 2396a5b8e277a4ce1d4fa939d6e7b19b | 1,325,802,748 | 65.233866 | -166.550779 | 1 |
7,553 | 2019-01-05 22:32:50 | 4,561,546,772,499 | fraud_Monahan, Hermann and Johns | travel | 8.64 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | be40eb7e3a6fad628a8853bcc38c3c7f | 1,325,802,770 | 34.478914 | -106.537265 | 0 |
7,554 | 2019-01-05 22:33:55 | 341,546,199,006,537 | fraud_Goyette Inc | shopping_net | 1,006.4 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 4d7e567247b6c4529ce4c32c03b2f040 | 1,325,802,835 | 65.220316 | -165.005725 | 1 |
7,555 | 2019-01-05 22:35:11 | 3,512,365,128,314,616 | fraud_Kozey-McDermott | travel | 9.12 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 806a63370224d7e51187efe09755a808 | 1,325,802,911 | 37.538147 | -90.264171 | 0 |
7,556 | 2019-01-05 22:35:43 | 4,952,583,804,639,909 | fraud_Ankunding-Carroll | travel | 5.33 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | e9af6f63234829fa73f5d671f27b97d4 | 1,325,802,943 | 41.066878 | -80.954262 | 0 |
7,557 | 2019-01-05 22:36:46 | 3,540,075,240,003,197 | fraud_Okuneva, Schneider and Rau | shopping_pos | 9.73 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | da8d229ae2458eaa084b5f4497d83073 | 1,325,803,006 | 45.25489 | -92.77579 | 0 |
7,558 | 2019-01-05 22:38:04 | 30,376,238,035,123 | fraud_Metz, Russel and Metz | kids_pets | 83.86 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | 0a280a4ecc43f1d2d890609d814cf580 | 1,325,803,084 | 43.604851 | -123.810639 | 0 |
7,559 | 2019-01-05 22:38:15 | 341,546,199,006,537 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 830.72 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 773a3305db095657e1860a39dda24cf2 | 1,325,803,095 | 65.710538 | -165.986117 | 1 |
7,560 | 2019-01-05 22:39:48 | 180,011,453,250,192 | fraud_Runte-Mohr | food_dining | 67.51 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | 1db04a49c734d9fd5621ceac2228d26f | 1,325,803,188 | 42.136634 | -90.188156 | 0 |
7,561 | 2019-01-05 22:42:25 | 4,658,490,815,480,264 | fraud_Lesch, D'Amore and Brown | food_dining | 6.54 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 69a99b957ed7b03569758097b651d620 | 1,325,803,345 | 40.116453 | -78.950891 | 0 |
7,562 | 2019-01-05 22:43:32 | 4,561,892,980,175 | fraud_Skiles LLC | home | 39.48 | Jacqueline | Allen | F | 166 Lisa Fords | Greenwood | IN | 46,143 | 39.596 | -86.1309 | 78,968 | Financial adviser | 1968-02-10 | 9e96650c32be1b97db7d86cb388c2392 | 1,325,803,412 | 38.939951 | -86.231968 | 0 |
7,563 | 2019-01-05 22:44:52 | 4,149,635,823,017 | fraud_Cole, Hills and Jewess | home | 11.94 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 9ca3ef0c59e35e28c330620a30f358b1 | 1,325,803,492 | 34.040388 | -85.990261 | 0 |
7,564 | 2019-01-05 22:45:28 | 4,904,681,492,230,012 | fraud_Quitzon, Green and Bashirian | shopping_pos | 55.08 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | ca478bf5f68471bb9dd3c22a37a13769 | 1,325,803,528 | 41.936788 | -74.187818 | 0 |
7,565 | 2019-01-05 22:45:30 | 6,011,367,958,204,270 | fraud_Wuckert-Goldner | home | 25.54 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | c69b1e202f9390994ad0e35bb98702dc | 1,325,803,530 | 41.558497 | -81.015432 | 0 |
7,566 | 2019-01-05 22:46:14 | 3,582,754,887,089,201 | fraud_Durgan, Gislason and Spencer | home | 10.47 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | bcec5d18495ebf3044a88038b5611e95 | 1,325,803,574 | 34.968727 | -93.101018 | 0 |
7,567 | 2019-01-05 22:47:00 | 4,189,814,094,741 | fraud_Hayes, Marquardt and Dibbert | misc_net | 3.06 | Jason | Farmer | M | 33165 Larry Walks Suite 960 | Ragland | AL | 35,131 | 33.7367 | -86.1619 | 4,159 | Educational psychologist | 1998-02-03 | f43e142a4eade53fc2bf9b6109d622d6 | 1,325,803,620 | 34.078144 | -86.430593 | 0 |
7,568 | 2019-01-05 22:47:41 | 3,518,758,680,062,249 | fraud_Hermiston, Russel and Price | food_dining | 13.19 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | 678b4d1de7d2d9b7aae0323ec5e75d6e | 1,325,803,661 | 39.013094 | -110.06539 | 0 |
7,569 | 2019-01-05 22:47:45 | 6,011,399,591,920,186 | fraud_Kilback Group | food_dining | 7.64 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | 6b913d87dbe33cae359ce4a4c34cbd4a | 1,325,803,665 | 41.456739 | -73.788178 | 0 |
7,570 | 2019-01-05 22:47:52 | 503,848,303,379 | fraud_Hilpert-Conroy | kids_pets | 26.13 | Gregory | Wallace | M | 27203 Darrell Landing | Saint James City | FL | 33,956 | 26.529 | -82.0916 | 3,776 | Sport and exercise psychologist | 1976-09-12 | 295c79608712dca097f8d2c0d45d9767 | 1,325,803,672 | 27.353851 | -82.398347 | 0 |
7,571 | 2019-01-05 22:49:30 | 3,517,814,635,263,522 | fraud_Durgan, Gislason and Spencer | home | 24.04 | 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 | 5aeb2dffda860be8133627b7b4522324 | 1,325,803,770 | 37.477331 | -80.947636 | 0 |
7,572 | 2019-01-05 22:49:35 | 630,425,673,344 | fraud_Runte-Mohr | food_dining | 56.35 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | 8b747c7a1d3a0e6a6a1db94e62a79260 | 1,325,803,775 | 38.613596 | -80.629533 | 0 |
7,573 | 2019-01-05 22:50:04 | 4,841,313,716,651,064 | fraud_Medhurst Inc | home | 95.71 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | 855b3b405061cda51e28384a705f416e | 1,325,803,804 | 43.291509 | -72.152068 | 0 |
7,574 | 2019-01-05 22:50:28 | 4,476,840,372,112 | fraud_Nolan-Williamson | kids_pets | 33.56 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 0dad1b8588459f597cc4cbca5708bb09 | 1,325,803,828 | 33.848423 | -86.69122 | 0 |
7,575 | 2019-01-05 22:51:16 | 503,874,407,318 | fraud_Schumm, McLaughlin and Carter | food_dining | 18.25 | 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 | e62adc4e02d196fb33d7695a5652d3ba | 1,325,803,876 | 29.101938 | -98.887356 | 0 |
7,576 | 2019-01-05 22:51:55 | 4,599,735,407,877,245,000 | fraud_Yost, Schamberger and Windler | kids_pets | 13.94 | Mary | Myers | F | 39787 Pamela Fall Suite 639 | Tiptonville | TN | 38,079 | 36.3846 | -89.4649 | 5,577 | Geochemist | 1964-12-30 | e7412d950cd926c03974947ab263f782 | 1,325,803,915 | 35.615573 | -90.091659 | 0 |
7,577 | 2019-01-05 22:52:45 | 4,328,928,491,302,401 | fraud_Becker, Harris and Harvey | personal_care | 132.73 | Margaret | Ray | F | 927 Cummings Manor Suite 318 | Greendale | WI | 53,129 | 42.9373 | -87.9943 | 13,973 | Logistics and distribution manager | 1981-05-06 | d9cdf90df23cec9f7ae29915a47147e9 | 1,325,803,965 | 43.234179 | -88.971911 | 0 |
7,578 | 2019-01-05 22:53:46 | 3,598,304,579,370,089 | fraud_Connelly-Carter | home | 39.74 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | f7066335551a91ce42acbab0fcc7d81b | 1,325,804,026 | 38.311285 | -97.069952 | 0 |
7,579 | 2019-01-05 22:56:48 | 4,935,858,973,307,492 | fraud_Kling, Howe and Schneider | home | 95.95 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | a464995e255b6442d4fbf26ca3488a59 | 1,325,804,208 | 33.171 | -82.469245 | 0 |
7,580 | 2019-01-05 22:57:12 | 2,268,221,587,779,419 | fraud_Schumm PLC | shopping_net | 1,067.73 | Peggy | Berry | F | 517 Vasquez Lodge | Vancouver | WA | 98,665 | 45.6892 | -122.6616 | 299,480 | Teaching laboratory technician | 1985-01-02 | d335bbf0040e4945bbcb8647c40b5adc | 1,325,804,232 | 45.240503 | -122.320118 | 0 |
7,581 | 2019-01-05 22:59:27 | 6,593,250,708,747,804 | fraud_Heathcote LLC | shopping_net | 170.64 | Melissa | Meza | F | 244 Abbott Parkway | Loxahatchee | FL | 33,470 | 26.7383 | -80.276 | 26,551 | Paramedic | 1977-01-04 | 7649137413b5625d15513af4331b10ea | 1,325,804,367 | 26.461662 | -80.226673 | 0 |
7,582 | 2019-01-05 22:59:55 | 3,508,104,404,056,005 | fraud_Zboncak Ltd | food_dining | 15.91 | Michael | Fisher | M | 401 Escobar Port | East Troy | WI | 53,120 | 42.8035 | -88.4092 | 9,679 | Engineer, production | 1991-04-11 | 8f20cfd32c64f3e44519c3c9d6bc3741 | 1,325,804,395 | 42.875007 | -88.025501 | 0 |
7,583 | 2019-01-05 23:00:36 | 4,642,894,980,163 | fraud_Kub PLC | personal_care | 93.83 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 4ebfe7a6548ece968f15de6efc163b03 | 1,325,804,436 | 40.290791 | -94.735794 | 0 |
7,584 | 2019-01-05 23:00:56 | 376,445,266,762,684 | fraud_Bruen-Yost | misc_pos | 8.1 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | dfac719b08f24a6ccaf6e033a70d2c18 | 1,325,804,456 | 41.561849 | -100.7002 | 0 |
7,585 | 2019-01-05 23:01:07 | 4,191,109,180,926,792 | fraud_Bernier and Sons | kids_pets | 41.08 | Jennifer | Spencer | F | 477 Wheeler Burg | Amanda | OH | 43,102 | 39.6251 | -82.7552 | 4,512 | Farm manager | 1992-10-03 | 28ddbe4a867f43d6816edf241dd70c68 | 1,325,804,467 | 40.558556 | -82.393482 | 0 |
7,586 | 2019-01-05 23:01:46 | 377,654,590,313,960 | fraud_Lubowitz, Terry and Stracke | personal_care | 23.09 | 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 | ac6b62acc74bfdff888358ca9fb2938e | 1,325,804,506 | 35.307948 | -83.104558 | 0 |
7,587 | 2019-01-05 23:02:32 | 675,990,301,623 | fraud_Halvorson Group | misc_pos | 283.1 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | f24c6c1d4d293f00fcf3f19d1577a41f | 1,325,804,552 | 40.315272 | -73.809102 | 0 |
7,588 | 2019-01-05 23:02:55 | 3,518,234,918,950,662 | fraud_Terry-Huel | shopping_net | 42 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | d1f5e2ef61c2f6eed20c444a528397fd | 1,325,804,575 | 33.849382 | -96.38803 | 0 |
7,589 | 2019-01-05 23:05:05 | 370,612,217,861,404 | fraud_Breitenberg-Hermiston | kids_pets | 97.79 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | 689176fd135cdfdde265342bf0a2f18e | 1,325,804,705 | 40.542178 | -73.95035 | 0 |
7,590 | 2019-01-05 23:05:28 | 581,686,439,828 | fraud_Koss, McLaughlin and Mayer | food_dining | 8.96 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 6a12989ebb542002ad37f72cb72fcc89 | 1,325,804,728 | 42.367203 | -80.964076 | 0 |
7,591 | 2019-01-05 23:05:34 | 377,993,105,397,617 | fraud_Beier-Hyatt | shopping_pos | 7.15 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 03f97b55d55218a2cc4bf143b59821c3 | 1,325,804,734 | 44.755764 | -88.035799 | 0 |
7,592 | 2019-01-05 23:08:06 | 5,540,636,818,935,089 | fraud_Lynch-Wisozk | home | 121.25 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 6ab4826a74dd9b7d885b9815d3740378 | 1,325,804,886 | 42.597545 | -71.677336 | 0 |
7,593 | 2019-01-05 23:09:57 | 2,222,001,896,600,109 | fraud_Schiller, Blanda and Johnson | home | 49.28 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | 964273eeff9a1f3cd9ec189c2082fd9d | 1,325,804,997 | 39.544039 | -90.212629 | 0 |
7,594 | 2019-01-05 23:10:41 | 4,294,040,533,480,516 | fraud_Shanahan-Lehner | personal_care | 4.42 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | bae862c013ccdf9ba25ded09808f63eb | 1,325,805,041 | 33.544287 | -80.993436 | 0 |
7,595 | 2019-01-05 23:11:45 | 630,469,040,731 | fraud_Kling, Howe and Schneider | home | 162.38 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | 739f9e60c6875cdf5d1026a2801cb320 | 1,325,805,105 | 46.455353 | -121.326879 | 0 |
7,596 | 2019-01-05 23:14:54 | 6,011,860,238,257,910 | fraud_Breitenberg-Hermiston | kids_pets | 40.96 | 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 | d000ff37888f781bd2494b106611297d | 1,325,805,294 | 35.992746 | -98.296792 | 0 |
7,597 | 2019-01-05 23:16:48 | 571,365,235,126 | fraud_Welch Inc | misc_net | 8.55 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | f37c949bbdc8addd1e2e4fb30ab8f8c0 | 1,325,805,408 | 44.650707 | -86.180953 | 0 |
7,598 | 2019-01-05 23:17:39 | 341,546,199,006,537 | fraud_Pacocha-O'Reilly | grocery_pos | 311.92 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 191b3dcec7a6a49438be93cfbeaea9c1 | 1,325,805,459 | 64.79501 | -165.670735 | 1 |
7,599 | 2019-01-05 23:18:09 | 6,011,504,998,544,485 | fraud_Breitenberg-Hermiston | kids_pets | 38.15 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | a2a3f10ba015a830cc52dabc9d9673ea | 1,325,805,489 | 33.482032 | -86.786774 | 0 |
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