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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11,600 | 2020-06-24 21:22:58 | 4,859,525,594,182,537 | fraud_Bechtelar-Rippin | food_dining | 19.53 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | 9fc3f5ced16aae8467f2c0e16c2183dd | 1,372,108,978 | 41.882279 | -74.69839 | 0 |
11,601 | 2020-06-24 21:23:22 | 30,238,755,902,988 | fraud_Baumbach, Feeney and Morar | shopping_net | 5.45 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 95c6367d856df568cab1ca7cfe17510d | 1,372,109,002 | 31.583177 | -96.812621 | 0 |
11,602 | 2020-06-24 21:23:35 | 377,026,671,291,680 | fraud_Fritsch LLC | travel | 8.77 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | b844e015ad7ca8146966671058f686d6 | 1,372,109,015 | 36.545066 | -91.607748 | 0 |
11,603 | 2020-06-24 21:23:49 | 378,278,619,832,195 | fraud_Erdman-Durgan | health_fitness | 17.82 | Mary | Mcintyre | F | 77921 Costa Villages | Eugene | OR | 97,403 | 44.0385 | -123.0614 | 191,096 | Scientist, physiological | 1964-04-06 | cec0bdf7c4c5b23eb71f3add71aa2545 | 1,372,109,029 | 45.026595 | -123.780912 | 0 |
11,604 | 2020-06-24 21:24:45 | 180,081,032,825,079 | fraud_Lubowitz-Walter | kids_pets | 27.08 | Connie | Carroll | F | 872 Justin Views Suite 746 | Duncan | MS | 38,740 | 34.047 | -90.7652 | 466 | Trading standards officer | 1955-04-03 | 788b563697cf8e8325dabba8aae11242 | 1,372,109,085 | 34.128085 | -90.943435 | 0 |
11,605 | 2020-06-24 21:25:24 | 38,588,538,868,506 | fraud_Morissette PLC | shopping_pos | 2.24 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | 96f17e4db4b9fa653415dd7fda6d94d3 | 1,372,109,124 | 30.154517 | -102.983866 | 0 |
11,606 | 2020-06-24 21:28:12 | 3,545,109,339,866,548 | fraud_O'Keefe-Wisoky | food_dining | 14.47 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | dd24282957aee4027f01e15a8fbada22 | 1,372,109,292 | 33.350856 | -90.667149 | 0 |
11,607 | 2020-06-24 21:28:54 | 5,359,543,825,610,251 | fraud_Nienow, Ankunding and Collier | misc_pos | 1.66 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | eeb7d4ce0b4ad2603c8a3a16eaeba1ad | 1,372,109,334 | 45.883846 | -111.113111 | 0 |
11,608 | 2020-06-24 21:29:00 | 3,575,789,281,659,026 | fraud_Hammes-Beatty | kids_pets | 33.68 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 3cbe24ee9768867082f94b2c72f28895 | 1,372,109,340 | 39.470008 | -92.916235 | 0 |
11,609 | 2020-06-24 21:29:34 | 375,082,648,741,747 | fraud_Sawayn PLC | shopping_pos | 7.53 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 23726b2a2859c523f1159ca8461b0fbc | 1,372,109,374 | 46.720108 | -96.355479 | 0 |
11,610 | 2020-06-24 21:30:33 | 213,186,551,511,454 | fraud_Treutel-King | travel | 7.96 | Cody | Dean | M | 737 Thomas Wall Apt. 502 | West Bethel | ME | 4,286 | 44.402 | -70.8601 | 47 | Chief Operating Officer | 1951-03-31 | 1c5e87f841727a429d0de5270128c59f | 1,372,109,433 | 45.083827 | -70.133674 | 0 |
11,611 | 2020-06-24 21:30:41 | 4,335,531,783,520,911 | fraud_Schumm PLC | health_fitness | 3.09 | Amy | Daugherty | F | 852 Thomas Well Suite 339 | Owensville | MO | 65,066 | 38.3511 | -91.4867 | 6,703 | Naval architect | 1998-05-20 | d90fdc1eb0d1165cf4949f72e27e7593 | 1,372,109,441 | 37.725056 | -90.536919 | 0 |
11,612 | 2020-06-24 21:31:32 | 4,922,710,831,011,201 | fraud_Gutmann, McLaughlin and Wiza | home | 2.78 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 9ffbff9d8e9cda4e210d4a07011dc47f | 1,372,109,492 | 39.767269 | -79.767182 | 0 |
11,613 | 2020-06-24 21:33:17 | 375,974,680,629,816 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 8.5 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 3cfe9e95a59682bc4a16de71401a1c19 | 1,372,109,597 | 42.408094 | -74.021159 | 0 |
11,614 | 2020-06-24 21:34:07 | 6,011,652,924,285,713 | fraud_Stark-Koss | home | 80.27 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 9f2d68fe83c215b275229c1ff5d368e0 | 1,372,109,647 | 38.21766 | -92.174655 | 0 |
11,615 | 2020-06-24 21:34:20 | 2,288,813,824,604,479 | fraud_Volkman-Predovic | shopping_net | 2.43 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | f0e2e55ab8e50075a344782dc4267b86 | 1,372,109,660 | 41.558289 | -73.175686 | 0 |
11,616 | 2020-06-24 21:34:26 | 2,720,433,095,629,877 | fraud_Hilpert-Conroy | kids_pets | 147.03 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | db7052baeb74e0c99cb54d45b7f6d51d | 1,372,109,666 | 44.830362 | -70.725284 | 0 |
11,617 | 2020-06-24 21:34:42 | 567,868,110,212 | fraud_Kassulke Inc | entertainment | 139.08 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 160d4893673ca1ec33c5290dfea7d567 | 1,372,109,682 | 29.623376 | -95.070645 | 0 |
11,618 | 2020-06-24 21:34:54 | 4,689,147,265,057,949,000 | fraud_Nicolas, Hills and McGlynn | entertainment | 58.53 | Steven | Brooks | M | 2622 Reynolds Isle | Manley | NE | 68,403 | 40.9207 | -96.168 | 206 | Human resources officer | 1967-10-04 | 4a53c708cdabd6c3fd23e902f19c2197 | 1,372,109,694 | 40.989712 | -96.938903 | 0 |
11,619 | 2020-06-24 21:35:02 | 4,450,831,335,606,294 | fraud_Goyette, Howell and Collier | shopping_pos | 8.12 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | 7b6c1ca825308826a4a178c34174d2e0 | 1,372,109,702 | 34.605625 | -95.839427 | 0 |
11,620 | 2020-06-24 21:35:13 | 4,561,546,772,499 | fraud_O'Connell, Botsford and Hand | home | 22.94 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | a150879cf1db6462d823443b92551a1b | 1,372,109,713 | 34.928323 | -106.449368 | 0 |
11,621 | 2020-06-24 21:35:52 | 6,011,348,830,550,197 | fraud_Thompson-Gleason | health_fitness | 150.18 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | b001bf1dd2a734df0734ea72feb7a407 | 1,372,109,752 | 32.989229 | -86.85111 | 0 |
11,622 | 2020-06-24 21:36:33 | 3,590,736,522,064,285 | fraud_Haag-Blanda | food_dining | 71.9 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 389b875ee02bf44cc0a701038f6d9720 | 1,372,109,793 | 35.031527 | -92.324729 | 0 |
11,623 | 2020-06-24 21:37:57 | 213,112,402,583,773 | fraud_Friesen-Ortiz | personal_care | 20.42 | 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 | 19bd8a1a4500bfb9f9378f2f05224160 | 1,372,109,877 | 34.156743 | -81.646182 | 0 |
11,624 | 2020-06-24 21:38:02 | 3,521,417,320,836,166 | fraud_Romaguera, Wehner and Tromp | kids_pets | 55.08 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | bd6466f4d3040c6e7baa58a1efd10574 | 1,372,109,882 | 40.296909 | -86.561218 | 0 |
11,625 | 2020-06-24 21:38:08 | 341,542,810,616,333 | fraud_Eichmann-Kilback | home | 111.56 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | a8650a2d7b6f2e247f35e84b4715cd48 | 1,372,109,888 | 40.000785 | -94.876921 | 0 |
11,626 | 2020-06-24 21:39:00 | 375,082,648,741,747 | fraud_Nienow PLC | entertainment | 31.66 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 804ac3eb316d99850c8fe734e89f7a14 | 1,372,109,940 | 46.636226 | -97.628217 | 0 |
11,627 | 2020-06-24 21:40:12 | 30,273,037,698,427 | fraud_Pouros-Conroy | shopping_pos | 174.78 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 37f20bfbd1fc72b06e36227b3508deea | 1,372,110,012 | 35.882792 | -92.279546 | 0 |
11,628 | 2020-06-24 21:40:12 | 6,011,399,591,920,186 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 3.13 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | 83dc8ea72db61b8756a9796bf53d8b8d | 1,372,110,012 | 41.158182 | -73.724321 | 0 |
11,629 | 2020-06-24 21:40:42 | 4,904,681,492,230,012 | fraud_Graham and Sons | health_fitness | 49.55 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | ef361b06243b75d5a1082a0ff38294fc | 1,372,110,042 | 42.128254 | -74.320454 | 0 |
11,630 | 2020-06-24 21:40:45 | 4,302,475,216,404,898 | fraud_Bahringer Group | health_fitness | 101.95 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | 633aca2321d95156f46cff30496c54ee | 1,372,110,045 | 43.640475 | -94.193675 | 0 |
11,631 | 2020-06-24 21:41:39 | 4,900,628,639,996 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 6.59 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | ad5be29d48fb929e61bfb12dd057eb5d | 1,372,110,099 | 33.114573 | -118.893689 | 0 |
11,632 | 2020-06-24 21:42:48 | 4,070,511,711,385,545 | fraud_Altenwerth-Kilback | home | 14.79 | Stephanie | Hopkins | F | 44089 Carrie Crossing Suite 954 | Falls City | TX | 78,113 | 28.9814 | -98.0156 | 2,435 | Engineer, mining | 1967-04-09 | 8050b37e0be5c4f14570734b910e92c3 | 1,372,110,168 | 29.650802 | -97.427724 | 0 |
11,633 | 2020-06-24 21:42:50 | 4,060,579,726,528,237 | fraud_Connelly-Carter | home | 9.05 | Steven | Sanders | M | 25955 Amy Via | Ozawkie | KS | 66,070 | 39.2136 | -95.4404 | 2,661 | Theatre director | 1948-11-14 | 1295db25eb343a9815d0f99638cf3dfe | 1,372,110,170 | 39.660199 | -95.178384 | 0 |
11,634 | 2020-06-24 21:42:51 | 630,484,879,808 | fraud_Bednar PLC | kids_pets | 45.43 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | d91d2ff5c2922499a9c4d87defa83196 | 1,372,110,171 | 36.225726 | -120.314962 | 0 |
11,635 | 2020-06-24 21:46:00 | 4,344,955,088,481,397 | fraud_McDermott, Osinski and Morar | home | 74.72 | Christopher | Rodgers | M | 30587 Fox Shores Apt. 627 | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Communications engineer | 1976-09-29 | 236c38894582ec32d44098426ed67955 | 1,372,110,360 | 40.186349 | -79.232438 | 0 |
11,636 | 2020-06-24 21:46:35 | 345,389,171,551,808 | fraud_Reichert-Weissnat | travel | 9.87 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | 87d61e5a27e8f8100ab5068e7e89752c | 1,372,110,395 | 33.298345 | -88.938043 | 0 |
11,637 | 2020-06-24 21:47:21 | 3,556,613,125,071,656 | fraud_Zemlak, Tillman and Cremin | personal_care | 2.33 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | f4ccf841b0fc0c27d35e97047f2a924b | 1,372,110,441 | 29.985088 | -94.624179 | 0 |
11,638 | 2020-06-24 21:47:38 | 6,011,934,240,159,560 | fraud_O'Connell-Ullrich | home | 78.54 | Joshua | Cohen | M | 426 Mark Ports | Brooklin | ME | 4,616 | 44.2541 | -68.5565 | 824 | Loss adjuster, chartered | 1974-11-02 | fe630776ed21f3b40704b78fdab41f88 | 1,372,110,458 | 43.623895 | -69.117557 | 0 |
11,639 | 2020-06-24 21:47:59 | 4,005,676,619,255,478 | fraud_Weber and Sons | food_dining | 1.67 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | b26b1dcc1ac84f229278d187e64944d6 | 1,372,110,479 | 30.352613 | -91.256555 | 0 |
11,640 | 2020-06-24 21:48:23 | 3,551,217,896,304,745 | fraud_Schumm, McLaughlin and Carter | food_dining | 69.91 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | 30690a6a8d996605e9a43df06439e149 | 1,372,110,503 | 44.54628 | -74.578637 | 0 |
11,641 | 2020-06-24 21:48:42 | 4,158,945,090,781,624 | fraud_Gottlieb, Considine and Schultz | shopping_net | 173.77 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | cbcba3170b7e1b899bec757d4983e907 | 1,372,110,522 | 40.470441 | -79.33593 | 0 |
11,642 | 2020-06-24 21:49:04 | 3,511,378,610,369,890 | fraud_Dare, Casper and Bartoletti | kids_pets | 11.93 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | b8da7bbb398882c1f2710721d130f871 | 1,372,110,544 | 34.18642 | -85.865023 | 0 |
11,643 | 2020-06-24 21:49:56 | 4,482,427,013,979,020 | fraud_Windler, Goodwin and Kovacek | home | 24.47 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | ed449642f47445d0386ab7f36554c5b4 | 1,372,110,596 | 39.425973 | -81.560563 | 0 |
11,644 | 2020-06-24 21:50:13 | 3,560,797,065,840,735 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 7.85 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 998468ee2270d9ed8fd3a22b75ed13f7 | 1,372,110,613 | 46.859933 | -100.577368 | 0 |
11,645 | 2020-06-24 21:50:47 | 30,235,268,718,158 | fraud_Ziemann-Waters | health_fitness | 65.27 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | 8ed371c132b17086aaf3450147c26c59 | 1,372,110,647 | 40.967005 | -73.186629 | 0 |
11,646 | 2020-06-24 21:51:46 | 4,334,230,547,694,630 | fraud_Schuppe LLC | entertainment | 9.42 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | 3b317af3577351d2e5053525febff292 | 1,372,110,706 | 43.519377 | -111.078348 | 0 |
11,647 | 2020-06-24 21:52:34 | 4,939,976,756,738,216 | fraud_Little-Gleichner | travel | 4.22 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | ac13543a2016fd6e6c6a8fd7af57ba98 | 1,372,110,754 | 25.801974 | -99.47331 | 0 |
11,648 | 2020-06-24 21:52:47 | 3,567,697,931,646,329 | fraud_Gislason Group | misc_pos | 3.99 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | aaa411dc25fe60f6d1e837fd799ae0fa | 1,372,110,767 | 42.124698 | -73.04828 | 0 |
11,649 | 2020-06-24 21:53:02 | 4,745,996,322,265 | fraud_Waelchi Inc | kids_pets | 59.32 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 26e1aa4e6f04350aff16b508e1d539e8 | 1,372,110,782 | 40.907837 | -87.672995 | 0 |
11,650 | 2020-06-24 21:53:29 | 30,234,966,027,947 | fraud_Dare, Casper and Bartoletti | kids_pets | 15.36 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 2492f2b0a19443f67bdb65a574522a17 | 1,372,110,809 | 43.500454 | -87.110913 | 0 |
11,651 | 2020-06-24 21:53:38 | 30,199,621,383,748 | fraud_Baumbach Ltd | personal_care | 35.35 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | 494457b088d17b837f033ded88583219 | 1,372,110,818 | 34.398819 | -95.49345 | 0 |
11,652 | 2020-06-24 21:54:30 | 3,577,578,023,716,568 | fraud_Hamill-D'Amore | health_fitness | 47.38 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 2f11ea7a1f8ae9d9d07618560ae43f7a | 1,372,110,870 | 41.581596 | -81.282867 | 0 |
11,653 | 2020-06-24 21:54:39 | 375,082,648,741,747 | fraud_Wuckert-Goldner | home | 23.01 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 530fd71a28a7d828856104761d85f7bf | 1,372,110,879 | 46.837905 | -96.272264 | 0 |
11,654 | 2020-06-24 21:54:52 | 370,612,217,861,404 | fraud_Mohr Inc | shopping_pos | 51.07 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | e31a5f9acc8a82eec325056a4e304bbc | 1,372,110,892 | 40.86155 | -74.846347 | 0 |
11,655 | 2020-06-24 21:57:54 | 375,248,307,838,179 | fraud_Skiles LLC | home | 67.82 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | 0ae99cf3dfbdc5ec316febfec10a0368 | 1,372,111,074 | 39.127458 | -79.604693 | 0 |
11,656 | 2020-06-24 21:58:37 | 3,589,289,942,931,264 | fraud_Cormier, Stracke and Thiel | entertainment | 18.38 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 8ff18b59c67cf5a0e765ee3a8a924e7a | 1,372,111,117 | 44.170622 | -97.522573 | 0 |
11,657 | 2020-06-24 22:00:15 | 3,533,012,926,413,100 | fraud_Denesik and Sons | shopping_pos | 2.67 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | f31d7f12cb5b75718cf0315ce1c231bb | 1,372,111,215 | 43.263413 | -75.963694 | 0 |
11,658 | 2020-06-24 22:00:27 | 3,567,697,931,646,329 | fraud_Maggio-Fahey | misc_pos | 2.08 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 0babf8e3933c84b326f0bd542bb860c8 | 1,372,111,227 | 42.695276 | -73.008357 | 0 |
11,659 | 2020-06-24 22:00:28 | 30,518,206,766,474 | fraud_Erdman-Ebert | personal_care | 7.79 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | 83b70318e61a658baba2b822298b622c | 1,372,111,228 | 37.495552 | -89.517637 | 0 |
11,660 | 2020-06-24 22:01:00 | 3,500,165,543,009,955 | fraud_Kihn-Fritsch | food_dining | 4.29 | Ricky | Dunn | M | 97689 Davis Point Apt. 967 | Detroit | MI | 48,214 | 42.3669 | -82.9938 | 673,342 | Health visitor | 1983-09-02 | 2c35e93387d93d6deb073a621d068a8b | 1,372,111,260 | 42.868062 | -82.293893 | 0 |
11,661 | 2020-06-24 22:01:28 | 375,248,307,838,179 | fraud_Friesen Ltd | health_fitness | 38.88 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | 97dfca808a647246ccd7edfa8921c957 | 1,372,111,288 | 38.022705 | -80.74726 | 0 |
11,662 | 2020-06-24 22:01:29 | 4,671,727,014,157,745 | fraud_Windler LLC | kids_pets | 156.78 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | cd858c2044bb83e5fb4564e1821d2aae | 1,372,111,289 | 40.070672 | -84.920711 | 0 |
11,663 | 2020-06-24 22:01:53 | 374,930,071,163,758 | fraud_Terry-Huel | shopping_net | 4.11 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 78e90b42ed0a1834e86d6d4feebf413c | 1,372,111,313 | 42.142839 | -83.219627 | 0 |
11,664 | 2020-06-24 22:02:34 | 3,560,697,798,177,746 | fraud_Waelchi-Wolf | kids_pets | 39.25 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 46aef321e09a2530f808f39296b89bbb | 1,372,111,354 | 33.779013 | -117.238204 | 0 |
11,665 | 2020-06-24 22:02:46 | 3,528,407,217,576,457 | fraud_Schumm PLC | shopping_net | 373.86 | Patricia | Leach | F | 71309 Martinez Stravenue | Kingsport | TN | 37,663 | 36.4715 | -82.4834 | 87,124 | Warden/ranger | 1987-02-14 | 7f21398fbd5ac5c25a3653b905b103b1 | 1,372,111,366 | 35.596743 | -82.505554 | 0 |
11,666 | 2020-06-24 22:03:55 | 180,098,888,332,620 | fraud_Durgan-Auer | misc_net | 790.54 | Dennis | Davidson | M | 08469 Trujillo Forge | Springville | NY | 14,141 | 42.52 | -78.6847 | 7,728 | Scientist, research (maths) | 1959-03-30 | 80275a9dbfd3b1a7a5a11bcaa000afab | 1,372,111,435 | 43.22957 | -78.451208 | 1 |
11,667 | 2020-06-24 22:05:16 | 4,658,490,815,480,264 | fraud_Connelly PLC | food_dining | 5.05 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 8c50ecadeb2b512c0411d1d083239378 | 1,372,111,516 | 40.074427 | -80.492147 | 0 |
11,668 | 2020-06-24 22:06:50 | 30,044,330,818,990 | fraud_Gibson-Deckow | entertainment | 23.15 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 63545d11fc08dc6a6313b21681022c4c | 1,372,111,610 | 26.274136 | -81.210003 | 0 |
11,669 | 2020-06-24 22:07:11 | 180,098,888,332,620 | fraud_Bednar Group | misc_net | 723.23 | Dennis | Davidson | M | 08469 Trujillo Forge | Springville | NY | 14,141 | 42.52 | -78.6847 | 7,728 | Scientist, research (maths) | 1959-03-30 | 16aee906e2a1167ab8c20770a5b7cf79 | 1,372,111,631 | 41.673916 | -78.922416 | 1 |
11,670 | 2020-06-24 22:07:18 | 4,939,976,756,738,216 | fraud_Ankunding-Carroll | travel | 1.29 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | c93f1ae8a168016ecec2851533c909e9 | 1,372,111,638 | 26.328354 | -98.397134 | 0 |
11,671 | 2020-06-24 22:07:25 | 30,428,204,673,351 | fraud_Windler, Goodwin and Kovacek | home | 95.85 | Greg | Villarreal | M | 2851 Foster Shoals | Schaefferstown | PA | 17,088 | 40.3087 | -76.2963 | 823 | Gaffer | 1982-07-02 | 5761c79f3758789fbba64ba3ba03ba68 | 1,372,111,645 | 40.87606 | -75.397117 | 0 |
11,672 | 2020-06-24 22:07:45 | 4,378,993,458,389,626 | fraud_Koss, McLaughlin and Mayer | food_dining | 8.71 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 27b61d815a18c07ff316cf18dc268cb8 | 1,372,111,665 | 44.659496 | -70.410909 | 0 |
11,673 | 2020-06-24 22:08:18 | 676,298,633,337 | fraud_Kub-Heaney | health_fitness | 19.42 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | 15658ce55b74277ec4c0edd0b9f67b09 | 1,372,111,698 | 39.70273 | -81.53599 | 0 |
11,674 | 2020-06-24 22:09:49 | 4,561,546,772,499 | fraud_Skiles LLC | home | 11.03 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | faa93ac990869d4bdcff9c7ebc0faea8 | 1,372,111,789 | 34.018801 | -106.200928 | 0 |
11,675 | 2020-06-24 22:10:27 | 4,181,833,256,558,614,000 | fraud_Cormier LLC | shopping_net | 9.89 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 03d7faac20726758a9f5d0686b13d5d1 | 1,372,111,827 | 36.279128 | -105.749224 | 0 |
11,676 | 2020-06-24 22:11:26 | 30,371,006,069,917 | fraud_Gulgowski LLC | home | 34.64 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 6f0053002c0741e565c7378a501a9f31 | 1,372,111,886 | 37.405161 | -89.982706 | 0 |
11,677 | 2020-06-24 22:12:36 | 343,472,729,187,663 | fraud_Hills-Boyer | personal_care | 32.66 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | 44ce4d0cef604717ea643d5486491f55 | 1,372,111,956 | 44.059938 | -71.929501 | 0 |
11,678 | 2020-06-24 22:13:12 | 30,290,551,782,700 | fraud_Baumbach Ltd | personal_care | 4.62 | John | Clarke | M | 27909 Peter Motorway | Cadiz | KY | 42,211 | 36.802 | -87.8286 | 13,422 | Commissioning editor | 1961-09-03 | a058e161c57a096f2639a1dbf331a159 | 1,372,111,992 | 37.08571 | -87.566184 | 0 |
11,679 | 2020-06-24 22:13:21 | 4,792,627,764,422,478,000 | fraud_Fisher Inc | shopping_net | 6.95 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 6eec7c4e86d39379a065b723f873bf99 | 1,372,112,001 | 39.668679 | -94.725323 | 0 |
11,680 | 2020-06-24 22:13:31 | 30,033,162,392,091 | fraud_Cronin, Kshlerin and Weber | health_fitness | 76.05 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | 58d4a09cb1ca7f52daff04a2287b1332 | 1,372,112,011 | 41.848051 | -97.385133 | 0 |
11,681 | 2020-06-24 22:13:58 | 2,450,829,271,795,901 | fraud_Dietrich-Fadel | health_fitness | 8.21 | Timothy | Kirby | M | 7309 Sophia Causeway Suite 702 | Sauk Rapids | MN | 56,379 | 45.604 | -94.1591 | 16,163 | Hydrographic surveyor | 1987-02-22 | f91434a0206dc41a5a9a57efc3fd997f | 1,372,112,038 | 44.672873 | -93.572053 | 0 |
11,682 | 2020-06-24 22:15:07 | 6,011,348,830,550,197 | fraud_Reichert, Huels and Hoppe | shopping_net | 4.73 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 83cf3055d88f768919df751cddee34d1 | 1,372,112,107 | 33.670685 | -86.055694 | 0 |
11,683 | 2020-06-24 22:15:30 | 4,294,930,380,592 | fraud_Mueller, Gerhold and Mueller | health_fitness | 11.72 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | bc2e50bdff4ba6f930e3ffa2f8d9618e | 1,372,112,130 | 36.54098 | -80.548202 | 0 |
11,684 | 2020-06-24 22:15:55 | 6,011,652,924,285,713 | fraud_Zboncak Ltd | food_dining | 5.64 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | f8fc678a038fbe61f17f777560a5ccf9 | 1,372,112,155 | 39.100329 | -92.062186 | 0 |
11,685 | 2020-06-24 22:16:23 | 4,377,338,765,909,719 | fraud_Morissette-Schaefer | personal_care | 3.72 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | 8c3fe88afa5c62883787f8556df1085a | 1,372,112,183 | 37.00808 | -84.656934 | 0 |
11,686 | 2020-06-24 22:16:34 | 3,521,815,216,091,574 | fraud_Hettinger, McCullough and Fay | home | 75.78 | Wayne | Marsh | M | 172 Leonard Island | Dumont | CO | 80,436 | 39.7532 | -105.6356 | 565 | Mental health nurse | 1978-08-27 | adba949e4f3bf15bd2afa13f10171f0f | 1,372,112,194 | 40.6071 | -105.780717 | 0 |
11,687 | 2020-06-24 22:17:27 | 6,501,313,409,525,696 | fraud_Cormier, Stracke and Thiel | entertainment | 77.68 | Carrie | Lewis | F | 28925 Powell Mountains Apt. 762 | Pecos | TX | 79,772 | 31.4467 | -103.5791 | 12,747 | Merchandiser, retail | 1987-05-05 | c31d08702a00c82e1cfc788d84ae1539 | 1,372,112,247 | 31.42292 | -103.779166 | 0 |
11,688 | 2020-06-24 22:18:33 | 3,565,996,340,207,976 | fraud_Altenwerth-Kilback | home | 93.48 | Warren | Daniels | M | 23656 Harris Gardens Suite 698 | El Paso | TX | 79,906 | 31.8092 | -106.4247 | 749,635 | Market researcher | 1973-01-21 | 15132fed7cb161dd480c99fdb17a36ab | 1,372,112,313 | 31.195173 | -105.851257 | 0 |
11,689 | 2020-06-24 22:20:01 | 4,767,265,376,804,500 | fraud_Dare-Marvin | entertainment | 66.53 | Jennifer | Conner | F | 4655 David Island | Dublin | PA | 18,917 | 40.375 | -75.2045 | 2,158 | Transport planner | 1961-06-19 | 3b9324a9b482a0d962bce935b1f5d659 | 1,372,112,401 | 41.292895 | -76.174377 | 0 |
11,690 | 2020-06-24 22:21:04 | 342,952,484,382,519 | fraud_Veum-Koelpin | travel | 5.95 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 419a6d22fd97e9ff543b9d95a108dc80 | 1,372,112,464 | 41.754307 | -73.363945 | 0 |
11,691 | 2020-06-24 22:21:25 | 630,423,337,322 | fraud_Feil, Hilpert and Koss | food_dining | 27.13 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 4c07571a5bfa3054cd053212bb13c5d5 | 1,372,112,485 | 49.504031 | -118.243803 | 0 |
11,692 | 2020-06-24 22:21:35 | 4,653,178,848,915,023,000 | fraud_Beier LLC | entertainment | 11.58 | Robert | Hall | M | 371 Anthony Trail Suite 354 | Glade Spring | VA | 24,340 | 36.7779 | -81.7676 | 5,657 | Clinical psychologist | 1987-04-29 | 80b30ed7d4cd22bbebc334c46c5a256f | 1,372,112,495 | 36.914435 | -82.552026 | 0 |
11,693 | 2020-06-24 22:22:53 | 4,681,699,462,969 | fraud_Willms, Kris and Bergnaum | shopping_pos | 9.84 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 6fe69162ab8ae8d4ab7dc5bea60c165e | 1,372,112,573 | 35.709589 | -85.437614 | 0 |
11,694 | 2020-06-24 22:23:44 | 4,003,989,662,068,504 | fraud_Torphy-Kertzmann | health_fitness | 37.98 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 15d5bc996a54050116076299d24373de | 1,372,112,624 | 33.249667 | -87.785931 | 0 |
11,695 | 2020-06-24 22:24:26 | 639,046,421,587 | fraud_Abbott-Rogahn | entertainment | 75.39 | Dylan | Bonilla | M | 2497 John Motorway Suite 922 | Leetsdale | PA | 15,056 | 40.5662 | -80.2099 | 1,140 | Administrator, education | 1986-06-20 | 8f570cf5c23fe6d79194a6ea402970b9 | 1,372,112,666 | 40.149897 | -79.834239 | 0 |
11,696 | 2020-06-24 22:24:58 | 6,011,367,958,204,270 | fraud_Torphy-Goyette | shopping_pos | 8.37 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 782c30f7951cdc2dc32545d5c0f6d68f | 1,372,112,698 | 41.954955 | -80.758668 | 0 |
11,697 | 2020-06-24 22:25:03 | 4,634,955,908,138,648 | fraud_Schroeder, Hauck and Treutel | entertainment | 48.23 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | 8574ad8bf789e5fa1037c4b80d0f8429 | 1,372,112,703 | 41.745089 | -97.499329 | 0 |
11,698 | 2020-06-24 22:25:03 | 3,566,875,419,572,867 | fraud_Nicolas, Hills and McGlynn | entertainment | 55.41 | Adam | Mcdonald | M | 997 Cameron Meadow Apt. 980 | South Hero | VT | 5,486 | 44.64 | -73.3113 | 1,654 | Transport planner | 1991-01-31 | 7f7ddeafe776dbf787794ae15fb01e5d | 1,372,112,703 | 45.294859 | -73.887025 | 0 |
11,699 | 2020-06-24 22:25:33 | 373,905,417,449,658 | fraud_Hyatt, Russel and Gleichner | health_fitness | 90.77 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 43b395676ab507b2b7e2d60af4694c7f | 1,372,112,733 | 31.390837 | -97.132038 | 0 |
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