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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4,700 | 2020-06-22 17:15:24 | 4,873,783,502,705,038 | fraud_Bahringer-Streich | food_dining | 12.22 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 741cf7a10ee63363de05fa27e163973e | 1,371,921,324 | 48.190921 | -122.984128 | 0 |
4,701 | 2020-06-22 17:15:47 | 3,577,596,616,955,856 | fraud_Romaguera Ltd | health_fitness | 23.78 | David | Rogers | M | 265 Mullen Park Apt. 307 | Summerfield | NC | 27,358 | 36.2245 | -79.8901 | 14,075 | Buyer, industrial | 1929-04-22 | 1059f21d7b0e70bfbf5812e7c087175c | 1,371,921,347 | 36.060308 | -79.4846 | 0 |
4,702 | 2020-06-22 17:16:12 | 213,161,869,125,933 | fraud_Hagenes, Kohler and Hoppe | food_dining | 43.96 | Monica | Lane | F | 3270 Scott Islands | East Andover | ME | 4,226 | 44.6084 | -70.6993 | 190 | Animal nutritionist | 1970-04-17 | 47622a08f26befaa1a4aefd02ffbc8fa | 1,371,921,372 | 45.490007 | -70.785125 | 0 |
4,703 | 2020-06-22 17:16:20 | 4,265,776,278,887,457 | fraud_Schoen Ltd | kids_pets | 58.33 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | 907f9f01735ddab97fee41e23c4e3c32 | 1,371,921,380 | 35.768985 | -92.662535 | 0 |
4,704 | 2020-06-22 17:16:37 | 341,542,810,616,333 | fraud_Bradtke, Torp and Bahringer | personal_care | 11.56 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | 078bb0dc4913364a0a16868f4f7a9515 | 1,371,921,397 | 39.724318 | -94.68032 | 0 |
4,705 | 2020-06-22 17:16:39 | 377,993,105,397,617 | fraud_Reilly LLC | home | 12.62 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | c0c12ff47f81df31b1034b9c0344ed14 | 1,371,921,399 | 43.905941 | -88.36887 | 0 |
4,706 | 2020-06-22 17:16:43 | 2,719,496,466,799,416 | fraud_Beier and Sons | home | 6.61 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | 3f727bc7b368bcf05fa0b6037fc1f44d | 1,371,921,403 | 44.649394 | -103.714054 | 0 |
4,707 | 2020-06-22 17:16:43 | 4,104,312,520,615,374 | fraud_Auer-West | shopping_net | 7.1 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 3178264dffebfd455779b9a8f2a28ce1 | 1,371,921,403 | 33.110792 | -116.058698 | 0 |
4,708 | 2020-06-22 17:16:57 | 4,344,955,088,481,397 | fraud_Schroeder, Hauck and Treutel | entertainment | 58.64 | Christopher | Rodgers | M | 30587 Fox Shores Apt. 627 | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Communications engineer | 1976-09-29 | 8e029406b61fb786bb0299aca76c1e07 | 1,371,921,417 | 41.144556 | -80.17322 | 0 |
4,709 | 2020-06-22 17:17:01 | 5,127,412,150,261,034 | fraud_Torp-Lemke | misc_pos | 5.51 | David | Campbell | M | 2989 Murray Inlet | Washington | DC | 20,017 | 38.9367 | -76.994 | 601,723 | Psychotherapist, child | 1991-02-04 | b81e640685ae22c7bcfb3917712de458 | 1,371,921,421 | 38.521995 | -77.87214 | 0 |
4,710 | 2020-06-22 17:17:11 | 30,343,344,410,970 | fraud_Prosacco LLC | personal_care | 44.96 | Jacob | Dawson | M | 663 Anna Plaza | Marienville | PA | 16,239 | 41.4622 | -79.1306 | 4,172 | Copywriter, advertising | 1962-03-20 | cee558aeea30919bf4b06ee0653fdc6c | 1,371,921,431 | 41.464551 | -79.396878 | 0 |
4,711 | 2020-06-22 17:17:22 | 4,797,297,220,948,469,000 | fraud_Mohr-Bayer | shopping_net | 5.03 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 0bc06d07c99746c85b00f3cd35a5be5b | 1,371,921,442 | 38.398083 | -86.060854 | 0 |
4,712 | 2020-06-22 17:17:28 | 4,518,350,514,020,532 | fraud_Stamm-Rodriguez | misc_pos | 477.95 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | 792dfc4a4fb6a4c9253e059e658d3671 | 1,371,921,448 | 27.181858 | -81.69874 | 0 |
4,713 | 2020-06-22 17:17:37 | 4,198,470,814,557 | fraud_O'Reilly, Mohr and Purdy | home | 41.91 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 89a096fa2972ef6cf4fcf7ce758aa8ec | 1,371,921,457 | 41.530617 | -95.206238 | 0 |
4,714 | 2020-06-22 17:17:39 | 4,451,952,084,362,894 | fraud_Schaefer Ltd | kids_pets | 52.86 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 43249b212d52ccc1b96554c0fb4541b5 | 1,371,921,459 | 34.202617 | -102.411848 | 0 |
4,715 | 2020-06-22 17:17:54 | 2,264,937,662,466,770 | fraud_Johns-Hoeger | entertainment | 2.59 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 855eb41d4b5fe0f76b22c044d17c66c4 | 1,371,921,474 | 29.964737 | -97.517695 | 0 |
4,716 | 2020-06-22 17:18:00 | 6,011,893,664,860,915 | fraud_Crist, Jakubowski and Littel | home | 124.8 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 6f5c30edd3841f7c17936caef9150d2d | 1,371,921,480 | 40.471139 | -104.62156 | 0 |
4,717 | 2020-06-22 17:18:12 | 343,472,729,187,663 | fraud_Dickinson Ltd | personal_care | 184.83 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | 6efb51e0af17037988595da15617600b | 1,371,921,492 | 44.474798 | -71.885569 | 0 |
4,718 | 2020-06-22 17:18:21 | 503,874,407,318 | fraud_Reynolds-Schinner | misc_pos | 19.63 | 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 | 26e45ff5065b0aaa10338dfbaa10aa86 | 1,371,921,501 | 29.795441 | -98.449897 | 0 |
4,719 | 2020-06-22 17:18:31 | 3,521,417,320,836,166 | fraud_Schumm PLC | shopping_net | 194.09 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 5ea13bd4f77faca4ef3168552cd1e716 | 1,371,921,511 | 40.237802 | -86.821736 | 0 |
4,720 | 2020-06-22 17:18:44 | 180,014,262,259,255 | fraud_Wuckert, Wintheiser and Friesen | home | 35.75 | Brianna | Page | F | 0043 Henry Plaza | Brantley | AL | 36,009 | 31.571 | -86.2743 | 2,566 | Exercise physiologist | 1958-06-26 | 60460e2bc1062c3fff5bd0bcf4da90fc | 1,371,921,524 | 32.136167 | -86.105324 | 0 |
4,721 | 2020-06-22 17:18:49 | 4,186,530,744,674 | fraud_Rau-Grant | kids_pets | 75.24 | Casey | Howell | F | 374 Christopher Ramp Suite 855 | Blackville | SC | 29,817 | 33.3645 | -81.2718 | 4,913 | Technical brewer | 1966-11-10 | 7b26fc3702d2b79864d884dddc530074 | 1,371,921,529 | 32.66554 | -81.49128 | 0 |
4,722 | 2020-06-22 17:19:15 | 573,860,193,545 | fraud_Kuhn LLC | shopping_pos | 1,444.02 | Cristian | Jones | M | 0423 Kirby Field Suite 623 | Wilmette | IL | 60,091 | 42.0765 | -87.7246 | 27,020 | Trade mark attorney | 1986-07-23 | e5b9490d1d82f793f65c1f38bcdbc0c8 | 1,371,921,555 | 42.469032 | -88.080817 | 0 |
4,723 | 2020-06-22 17:19:25 | 4,067,137,330,196,900 | fraud_O'Reilly, Mohr and Purdy | home | 66.13 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | 15318e971da487599999d663601c2ecc | 1,371,921,565 | 33.034771 | -87.447134 | 0 |
4,724 | 2020-06-22 17:19:35 | 4,646,845,581,490,336,000 | fraud_Thiel-Thiel | entertainment | 36.42 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | ef46b8b8cf56524ccfeaa5de28d1b47c | 1,371,921,575 | 41.389882 | -73.34752 | 0 |
4,725 | 2020-06-22 17:20:28 | 4,716,561,796,955,522 | fraud_Conroy Ltd | shopping_pos | 2.42 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | ab4f93c865a464642eb015544cbe46c2 | 1,371,921,628 | 49.214335 | -112.840705 | 0 |
4,726 | 2020-06-22 17:20:56 | 180,069,253,480,336 | fraud_McCullough, Hudson and Schuster | food_dining | 117.62 | William | Hunter | M | 5036 Victoria Ports Suite 249 | Emporium | PA | 15,834 | 41.5177 | -78.2536 | 4,533 | Public affairs consultant | 1969-11-01 | 20009cb5f31e29b80ae1d85f4f2718e0 | 1,371,921,656 | 41.634195 | -77.612177 | 0 |
4,727 | 2020-06-22 17:20:58 | 2,703,186,189,652,095 | fraud_Schmeler, Bashirian and Price | shopping_net | 58.02 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | b6f00e0919757b22d141a00d54536fe0 | 1,371,921,658 | 36.911432 | -80.421943 | 0 |
4,728 | 2020-06-22 17:21:10 | 3,534,718,226,968,689 | fraud_Harris Group | food_dining | 2.87 | Lisa | Lopez | F | 32343 Saunders Course | Dongola | IL | 62,926 | 37.3712 | -89.1349 | 2,263 | Scientific laboratory technician | 1984-09-13 | ffc9db75cc5998ccd5e2d555786e26e5 | 1,371,921,670 | 37.194715 | -88.960737 | 0 |
4,729 | 2020-06-22 17:21:33 | 5,130,484,058,948,421 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 59.36 | Ronald | White | M | 25713 Hamilton Grove Apt. 903 | Beaverdam | OH | 45,808 | 40.8314 | -83.9758 | 349 | Museum/gallery conservator | 1978-12-25 | 7213bb4a7cd7c85c982fd3b89951376d | 1,371,921,693 | 40.246149 | -84.972134 | 0 |
4,730 | 2020-06-22 17:22:09 | 370,612,217,861,404 | fraud_Roberts, Ryan and Smith | personal_care | 94.83 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | 2a49ba08f05ca81ce8528b1d64d023ca | 1,371,921,729 | 40.915554 | -74.392152 | 0 |
4,731 | 2020-06-22 17:22:32 | 4,687,263,141,103 | fraud_Streich Ltd | home | 27.76 | Sarah | Cross | F | 273 Phillip Throughway | Bigelow | MN | 56,117 | 43.5336 | -95.6515 | 399 | Economist | 1977-04-28 | 0f0b11cf2daa5736cf7615deaac2ded7 | 1,371,921,752 | 43.868875 | -95.401643 | 0 |
4,732 | 2020-06-22 17:22:47 | 4,635,330,563,105,903 | fraud_Kassulke PLC | shopping_net | 400.46 | Christina | Rose | F | 1984 Taylor Island Suite 836 | Falls Church | VA | 22,046 | 38.8856 | -77.1802 | 116,155 | Chartered accountant | 1983-07-10 | 6f948e779fdd419db90112f6761b05ff | 1,371,921,767 | 38.939866 | -77.320659 | 0 |
4,733 | 2020-06-22 17:23:25 | 4,587,657,402,165,341,700 | fraud_Brown, Homenick and Lesch | health_fitness | 114.34 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 527502ac45eb8fd2178648e8f8c37d58 | 1,371,921,805 | 41.286528 | -87.932067 | 0 |
4,734 | 2020-06-22 17:24:09 | 6,506,982,560,413,523 | fraud_Lesch, D'Amore and Brown | food_dining | 12.18 | Alice | Kemp | F | 057 Martinez Radial | Texarkana | AR | 71,854 | 33.431 | -93.8765 | 36,438 | Surgeon | 1985-04-15 | 117f4dbcc0c3efa0f4d8882de57d0b3a | 1,371,921,849 | 32.787142 | -94.089073 | 0 |
4,735 | 2020-06-22 17:24:13 | 4,003,989,662,068,504 | fraud_Ruecker, Beer and Collier | shopping_net | 6.5 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | d0ff6fc439a678894a96e32f33f10591 | 1,371,921,853 | 33.048328 | -86.54232 | 0 |
4,736 | 2020-06-22 17:25:23 | 6,573,561,108,825,071 | fraud_Bahringer Group | health_fitness | 187.43 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | e213e89ae810fb93e718030cd0faf738 | 1,371,921,923 | 35.786803 | -96.312922 | 0 |
4,737 | 2020-06-22 17:25:32 | 3,587,960,728,692,500 | fraud_Dare-Marvin | entertainment | 138.33 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | f8a4ae0192bfdfa4c2b4f0ab2fa21509 | 1,371,921,932 | 41.384209 | -94.958926 | 0 |
4,738 | 2020-06-22 17:26:15 | 30,044,330,818,990 | fraud_Lynch-Wisozk | home | 29.64 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 37145f4bf1d8d44b58b6072319bb8e2e | 1,371,921,975 | 26.60745 | -82.594842 | 0 |
4,739 | 2020-06-22 17:26:37 | 30,143,535,920,989 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 9.39 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 7f38f316c270c27860a1310365c166ef | 1,371,921,997 | 40.025634 | -74.864618 | 0 |
4,740 | 2020-06-22 17:26:45 | 3,506,592,072,985,012 | fraud_Haag-Blanda | food_dining | 2.72 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | 8d1e58329e4276743f2a3fd8e95f6150 | 1,371,922,005 | 38.896251 | -90.287754 | 0 |
4,741 | 2020-06-22 17:27:02 | 501,802,953,619 | fraud_Roob-Okuneva | health_fitness | 52.38 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | 4d87e93392a07fc38a786f5649729b0a | 1,371,922,022 | 42.210139 | -123.834483 | 0 |
4,742 | 2020-06-22 17:27:09 | 4,044,436,772,018,844,700 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 34.99 | Amy | Abbott | F | 01505 Amy Stravenue | Dayton | OH | 45,415 | 39.8355 | -84.2613 | 479,994 | Environmental manager | 1970-11-09 | da7fed636e6513bcf07fe6ee30aff5cc | 1,371,922,029 | 39.345887 | -84.745546 | 0 |
4,743 | 2020-06-22 17:28:03 | 6,534,628,260,579,800 | fraud_Lubowitz, Terry and Stracke | personal_care | 3.65 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | fc3b4d28d5ed166764d16b48be3f2cea | 1,371,922,083 | 43.711137 | -72.52504 | 0 |
4,744 | 2020-06-22 17:28:45 | 4,302,480,582,202,074 | fraud_Boehm, Block and Jakubowski | misc_pos | 8.08 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | b2f15d9b90752efd54b92564222121f0 | 1,371,922,125 | 43.062717 | -86.72111 | 0 |
4,745 | 2020-06-22 17:28:53 | 4,502,539,526,809,430,000 | fraud_Kutch-Ferry | home | 9.38 | Stephanie | Cummings | F | 1025 Robin Square | Ash Flat | AR | 72,513 | 36.2201 | -91.6421 | 2,856 | Hydrologist | 1926-08-27 | a38de9ef6994a1236563839db7ffa0d8 | 1,371,922,133 | 35.912221 | -92.074865 | 0 |
4,746 | 2020-06-22 17:29:03 | 4,939,976,756,738,216 | fraud_Kemmer-Buckridge | misc_pos | 38.69 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 765f67dec0c5f356ed1265828af947ce | 1,371,922,143 | 25.694353 | -98.725725 | 0 |
4,747 | 2020-06-22 17:29:21 | 4,129,767,952,109,660 | fraud_Douglas, DuBuque and McKenzie | travel | 7.7 | Cheryl | Ballard | F | 248 James Squares Apt. 838 | Halstad | MN | 56,548 | 47.3551 | -96.798 | 771 | Scientist, audiological | 1972-06-14 | 59978e5eef33c6847c0bf7d017a178eb | 1,371,922,161 | 47.310777 | -96.594722 | 0 |
4,748 | 2020-06-22 17:30:00 | 4,629,451,965,224,809 | fraud_Zemlak, Tillman and Cremin | personal_care | 14.68 | Karen | Warren | F | 4900 Curtis Gardens Suite 952 | Hahira | GA | 31,632 | 30.9416 | -83.3574 | 10,295 | Teacher, special educational needs | 1997-12-26 | 30d7765c8fff7adb4dc87d529e8e25da | 1,371,922,200 | 30.120911 | -83.619558 | 0 |
4,749 | 2020-06-22 17:30:22 | 4,740,713,119,940,984 | fraud_Hauck, Dietrich and Funk | kids_pets | 38.29 | Heather | Hines | F | 13776 Hicks Plains | Pomona | NY | 10,970 | 41.1901 | -74.0436 | 9,993 | Pensions consultant | 1962-10-16 | c7ecacfed3a5a9d8c63c46df00b64363 | 1,371,922,222 | 40.305988 | -74.678548 | 0 |
4,750 | 2020-06-22 17:31:21 | 6,011,399,591,920,186 | fraud_Kihn-Schuster | food_dining | 4.95 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | 626b4b09eec2758c52264fd27a953edd | 1,371,922,281 | 41.20725 | -74.074358 | 0 |
4,751 | 2020-06-22 17:31:24 | 4,433,091,568,498,503 | fraud_Hyatt, Russel and Gleichner | health_fitness | 2.59 | Linda | Davis | F | 493 Todd Views | Gaithersburg | MD | 20,882 | 39.2335 | -77.1458 | 135,332 | Clinical biochemist | 1936-03-28 | 67a49131fe1867209d3762795ade84e9 | 1,371,922,284 | 39.919872 | -76.596912 | 0 |
4,752 | 2020-06-22 17:31:26 | 4,502,539,526,809,430,000 | fraud_Streich, Rolfson and Wilderman | kids_pets | 93.66 | Stephanie | Cummings | F | 1025 Robin Square | Ash Flat | AR | 72,513 | 36.2201 | -91.6421 | 2,856 | Hydrologist | 1926-08-27 | 19075a54c3a4e36d0a25e476c4955e88 | 1,371,922,286 | 36.350486 | -91.884356 | 0 |
4,753 | 2020-06-22 17:31:27 | 6,011,477,612,335,392 | fraud_Lowe, Dietrich and Erdman | kids_pets | 8.03 | Anthony | Roberts | M | 95488 Cabrera Well | Maria Stein | OH | 45,860 | 40.4062 | -84.5076 | 2,274 | Designer, television/film set | 1943-12-17 | fda1eed67ad4232eaf7a3ecb16930e9f | 1,371,922,287 | 40.811237 | -83.517272 | 0 |
4,754 | 2020-06-22 17:31:43 | 4,908,846,471,916,297 | fraud_Breitenberg-Hermiston | kids_pets | 31.28 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | b644cceee71db932a52bdefe7b2d83a5 | 1,371,922,303 | 31.365153 | -96.420213 | 0 |
4,755 | 2020-06-22 17:31:52 | 4,586,810,168,620,942 | fraud_Hamill-Daugherty | misc_net | 117.85 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 6dea943581ffe79d54b5c13e6c515454 | 1,371,922,312 | 31.788905 | -79.830166 | 0 |
4,756 | 2020-06-22 17:32:23 | 4,089,096,483,689,733,600 | fraud_Kautzer and Sons | personal_care | 19.17 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 41d32d41adc74578bbf5fc7686a73fd0 | 1,371,922,343 | 31.882638 | -94.078272 | 0 |
4,757 | 2020-06-22 17:32:54 | 213,178,765,398,315 | fraud_Gutmann-Upton | misc_pos | 8.72 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | ced4a58334181723072aea7d6c6c8dc0 | 1,371,922,374 | 42.528981 | -108.584895 | 0 |
4,758 | 2020-06-22 17:33:22 | 502,049,568,400 | fraud_O'Reilly, Mohr and Purdy | home | 12.72 | Daniel | Melton | M | 6157 Nichols Mews | Marion | CT | 6,444 | 41.7918 | -72.7188 | 370 | Health service manager | 1962-02-13 | 7949911e61dc47f110aec57a536bcad8 | 1,371,922,402 | 42.766044 | -73.059509 | 0 |
4,759 | 2020-06-22 17:33:22 | 4,681,699,462,969 | fraud_Zboncak Ltd | food_dining | 9.66 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | b38e618a1929c305b3cf475c68e56967 | 1,371,922,402 | 35.93634 | -86.025988 | 0 |
4,760 | 2020-06-22 17:35:15 | 4,873,783,502,705,038 | fraud_Schiller Ltd | personal_care | 61.19 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 909c9765e528a5e80af8a8334a3bb108 | 1,371,922,515 | 47.524912 | -123.156423 | 0 |
4,761 | 2020-06-22 17:35:53 | 371,226,440,126,102 | fraud_McLaughlin, Armstrong and Koepp | travel | 4.92 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 4ea3dbac2653eb327526721c01e91c1e | 1,371,922,553 | 38.658651 | -88.601318 | 0 |
4,762 | 2020-06-22 17:36:03 | 4,342,532,437,704,183 | fraud_Prosacco, Kreiger and Kovacek | home | 83.07 | Kevin | Elliott | M | 1852 Vincent Isle Suite 328 | Newark Valley | NY | 13,811 | 42.2281 | -76.1625 | 4,354 | Further education lecturer | 1994-02-16 | 92ebf8f410efb405bf473af844e478b3 | 1,371,922,563 | 41.236578 | -76.11286 | 0 |
4,763 | 2020-06-22 17:36:14 | 30,442,439,074,871 | fraud_Cormier LLC | health_fitness | 15.29 | Linda | Sanchez | F | 6574 William Hill Apt. 375 | Jermyn | PA | 18,433 | 41.5744 | -75.5881 | 6,508 | Training and development officer | 1981-06-22 | 39bc15968580ac43e3b38b4ee0012764 | 1,371,922,574 | 40.759281 | -74.832071 | 0 |
4,764 | 2020-06-22 17:36:38 | 36,153,880,429,415 | fraud_Baumbach Ltd | personal_care | 5.16 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | 468642374f1cf22f40cbddaaa8591b57 | 1,371,922,598 | 28.043639 | -82.261014 | 0 |
4,765 | 2020-06-22 17:36:56 | 3,575,540,972,310,993 | fraud_Fadel, Mertz and Rippin | entertainment | 101.72 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | 9fed78463219610a5c672c2731175cdc | 1,371,922,616 | 33.993438 | -90.040167 | 0 |
4,766 | 2020-06-22 17:37:38 | 3,545,109,339,866,548 | fraud_Schoen-Quigley | kids_pets | 217.88 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | ba62f616472bdf90227afca35b05e2de | 1,371,922,658 | 32.643544 | -90.246416 | 0 |
4,767 | 2020-06-22 17:37:48 | 3,593,399,694,467,427 | fraud_Spencer PLC | entertainment | 148.31 | Douglas | Smith | M | 85932 Marc Throughway Apt. 080 | Knowlesville | NY | 14,479 | 43.2363 | -78.3138 | 275 | TEFL teacher | 1964-08-18 | b64e1cbdc7943b45fbb65e431b5b23ce | 1,371,922,668 | 43.974021 | -77.548571 | 0 |
4,768 | 2020-06-22 17:37:53 | 4,788,103,653,396 | fraud_Ernser-Feest | home | 59.87 | Kristin | Williams | F | 36366 Smith Road | Miamisburg | OH | 45,342 | 39.6321 | -84.2675 | 36,784 | Investment banker, corporate | 1941-07-31 | 096463a298e040fc097b40b3e5c27a7d | 1,371,922,673 | 39.265857 | -84.802328 | 0 |
4,769 | 2020-06-22 17:37:54 | 3,589,289,942,931,264 | fraud_Cartwright PLC | kids_pets | 2.34 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 198ef7ce3225b2ce491ed24b46362734 | 1,371,922,674 | 43.969846 | -96.734021 | 0 |
4,770 | 2020-06-22 17:37:58 | 6,011,504,998,544,485 | fraud_Torp, Muller and Borer | health_fitness | 1.18 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | fdbc66d49929b9c60e93a49fee54eb68 | 1,371,922,678 | 32.426932 | -87.365207 | 0 |
4,771 | 2020-06-22 17:38:02 | 30,103,132,002,433 | fraud_Waters-Cruickshank | health_fitness | 135.85 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | 69d97e155b4a2934221e42f4bc597a09 | 1,371,922,682 | 40.293291 | -77.26619 | 0 |
4,772 | 2020-06-22 17:38:09 | 3,595,192,916,105,588 | fraud_Kihn Inc | shopping_pos | 5.77 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 73dd91e6658db78a587c8603976faee9 | 1,371,922,689 | 35.664756 | -78.343124 | 0 |
4,773 | 2020-06-22 17:38:21 | 4,149,635,823,017 | fraud_Pouros-Haag | shopping_pos | 1.13 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | ffbf95c5ed2285ac9bec2ab26086e9d5 | 1,371,922,701 | 34.605345 | -87.368799 | 0 |
4,774 | 2020-06-22 17:38:28 | 2,305,336,922,781,618 | fraud_Runte-Mohr | food_dining | 6.16 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | 5bed1692e80b26abb17970b7baaa3fc2 | 1,371,922,708 | 41.634317 | -92.114251 | 0 |
4,775 | 2020-06-22 17:38:37 | 30,074,693,890,476 | fraud_Gottlieb-Hansen | personal_care | 94.81 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | 7677381f2d10fa9e2dcee9bcf0164328 | 1,371,922,717 | 38.926674 | -100.656141 | 0 |
4,776 | 2020-06-22 17:38:59 | 2,703,186,189,652,095 | fraud_Terry, Johns and Bins | misc_pos | 84.26 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | 025bc0d0e887e524bf9ee14f86a7bfeb | 1,371,922,739 | 35.482886 | -81.460946 | 0 |
4,777 | 2020-06-22 17:39:03 | 376,262,134,119,629 | fraud_Hammes-Beatty | kids_pets | 44.51 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | 7d4f01ed3ca7e08165c21f215dfae570 | 1,371,922,743 | 27.28446 | -82.558413 | 0 |
4,778 | 2020-06-22 17:39:06 | 675,909,898,057 | fraud_Berge-Hills | kids_pets | 56.91 | Christopher | Henry | M | 1198 Robert Stravenue Apt. 479 | Armonk | NY | 10,504 | 41.136 | -73.7009 | 7,987 | Television/film/video producer | 1964-03-16 | 78b349a20d52bcef9ab19907415ce008 | 1,371,922,746 | 41.646695 | -73.959444 | 0 |
4,779 | 2020-06-22 17:39:28 | 38,947,654,498,698 | fraud_Buckridge PLC | misc_pos | 13.1 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | 3c774153be339f16a50117f762a80885 | 1,371,922,768 | 38.775326 | -81.760277 | 0 |
4,780 | 2020-06-22 17:39:43 | 38,530,489,946,071 | fraud_Heathcote LLC | shopping_net | 6.72 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | 00eb78fcfe4a37b5e1b48e88231d9a5c | 1,371,922,783 | 34.116889 | -82.825278 | 0 |
4,781 | 2020-06-22 17:40:07 | 36,913,587,729,122 | fraud_O'Keefe-Wisoky | food_dining | 44.28 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | a6627d0fe50aa9578660b042e34f56da | 1,371,922,807 | 43.568471 | -117.269092 | 0 |
4,782 | 2020-06-22 17:40:11 | 2,235,613,922,823,698 | fraud_Adams-Barrows | health_fitness | 102.83 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | bb129bacf6f0a0afb5c964cd941f7b2c | 1,371,922,811 | 42.776115 | -104.277487 | 0 |
4,783 | 2020-06-22 17:40:19 | 4,550,599,031,376,731 | fraud_Feil, Hilpert and Koss | food_dining | 7.77 | Angela | West | F | 9471 Wong Islands | Mansfield | OH | 44,902 | 40.7559 | -82.5123 | 92,985 | Press photographer | 1968-05-29 | 366d2f964f6db7901273ea872ea2a3c0 | 1,371,922,819 | 41.380538 | -81.866051 | 0 |
4,784 | 2020-06-22 17:41:03 | 4,855,488,158,131,690,000 | fraud_Watsica, Haag and Considine | shopping_pos | 137.83 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | ed46adfc3c82ce9542eb5a6bf5c0a2d3 | 1,371,922,863 | 44.794151 | -72.243097 | 0 |
4,785 | 2020-06-22 17:42:26 | 4,998,109,455,173,950 | fraud_Reichel, Bradtke and Blanda | travel | 4.16 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 0966e754a1a0b2c162a846570d8d222b | 1,371,922,946 | 38.717125 | -94.060312 | 0 |
4,786 | 2020-06-22 17:42:38 | 503,848,303,379 | fraud_Morissette-Schaefer | personal_care | 133.48 | 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 | 64b15dabd0fffa146e7c45e9bbd00252 | 1,371,922,958 | 26.710544 | -82.300285 | 0 |
4,787 | 2020-06-22 17:42:42 | 4,809,701,904,914 | fraud_Bartoletti and Sons | personal_care | 160.51 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 4642d894610bac753491928a9ac6c844 | 1,371,922,962 | 31.469867 | -85.824458 | 0 |
4,788 | 2020-06-22 17:42:58 | 3,586,008,444,788,268 | fraud_Hoppe, Harris and Bednar | entertainment | 65.22 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 801dc7fe61094aeeef73052d1d02a501 | 1,371,922,978 | 47.783812 | -122.667315 | 0 |
4,789 | 2020-06-22 17:43:20 | 4,900,628,639,996 | fraud_Maggio-Fahey | misc_pos | 6.06 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 3257d2243e23bd57dac35f119ad070fa | 1,371,923,000 | 34.217242 | -117.7137 | 0 |
4,790 | 2020-06-22 17:43:25 | 370,877,495,212,014 | fraud_Okuneva, Schneider and Rau | shopping_pos | 747.25 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 333685afd1c7edfd9707ff7b00d2e699 | 1,371,923,005 | 35.360078 | -80.924553 | 0 |
4,791 | 2020-06-22 17:43:46 | 4,265,776,278,887,457 | fraud_Gottlieb-Hansen | personal_care | 14.84 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | cc2f58abaad60254e606ba3b2b09d148 | 1,371,923,026 | 34.499142 | -92.00682 | 0 |
4,792 | 2020-06-22 17:44:06 | 2,383,461,948,823,908 | fraud_Crooks and Sons | personal_care | 11.93 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | 166c1a4ded35aa5d9730b53a09fdc48c | 1,371,923,046 | 44.369182 | -71.322001 | 0 |
4,793 | 2020-06-22 17:44:31 | 38,580,485,618,059 | fraud_Weber, Thiel and Hammes | kids_pets | 61 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | abe2cbb389603ba9889da37239d9b32c | 1,371,923,071 | 48.310293 | -103.008698 | 0 |
4,794 | 2020-06-22 17:44:37 | 3,567,527,758,368,741 | fraud_Eichmann-Kilback | home | 103.62 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 0f2de783ea50b9d07963ffb6bc7e94e6 | 1,371,923,077 | 32.736151 | -101.384408 | 0 |
4,795 | 2020-06-22 17:44:40 | 630,451,534,402 | fraud_Reinger, Weissnat and Strosin | food_dining | 9.67 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | f50b8d04c3071ddbd2260f76e0b38c9b | 1,371,923,080 | 46.951032 | -87.197834 | 0 |
4,796 | 2020-06-22 17:45:09 | 4,502,539,526,809,430,000 | fraud_Streich Ltd | home | 44.57 | Stephanie | Cummings | F | 1025 Robin Square | Ash Flat | AR | 72,513 | 36.2201 | -91.6421 | 2,856 | Hydrologist | 1926-08-27 | c7ca96119bfd0c111119de54642aec18 | 1,371,923,109 | 37.027871 | -91.431545 | 0 |
4,797 | 2020-06-22 17:45:13 | 38,014,427,445,058 | fraud_Kulas Group | health_fitness | 9.89 | Sonya | Jensen | F | 4470 Jillian Courts | Adams | WI | 53,910 | 43.8967 | -89.8219 | 3,508 | Sport and exercise psychologist | 1946-08-11 | 7c71c374de67eb75b6eb29528660e771 | 1,371,923,113 | 44.167152 | -89.637391 | 0 |
4,798 | 2020-06-22 17:45:25 | 4,110,266,553,600,176,000 | fraud_Quitzon, Green and Bashirian | shopping_pos | 7.95 | Sandra | Schwartz | F | 3789 Mark Walks | Sunflower | MS | 38,778 | 33.5567 | -90.5451 | 1,686 | Education officer, community | 1986-11-06 | e636182bf103f512f5d62e8d66dda771 | 1,371,923,125 | 33.229342 | -90.911853 | 0 |
4,799 | 2020-06-22 17:45:27 | 4,992,346,398,065,154,000 | fraud_Feil, Hilpert and Koss | food_dining | 35.43 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | 878330606f8c357dae28a0430106c17e | 1,371,923,127 | 40.691328 | -90.023732 | 0 |
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