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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5,300 | 2020-06-22 20:00:41 | 3,565,943,051,129,759 | fraud_Emmerich-Rau | personal_care | 2.64 | David | Thomas | M | 838 Dan Haven Suite 003 | Webster City | IA | 50,595 | 42.4657 | -93.8262 | 9,165 | Medical secretary | 1963-05-23 | 835e69b5f2fd895adc0efe3ea8d0d0a5 | 1,371,931,241 | 42.072172 | -94.223673 | 0 |
5,301 | 2020-06-22 20:01:43 | 3,551,217,896,304,745 | fraud_Kautzer and Sons | personal_care | 75.24 | 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 | 96439d2b09a90eaf2a3c72fb664b5b92 | 1,371,931,303 | 43.29448 | -75.377856 | 0 |
5,302 | 2020-06-22 20:01:56 | 4,657,269,323,674,365 | fraud_Leffler-Goldner | personal_care | 52.13 | Alicia | Mitchell | F | 125 Kristen Dale | Grand Ridge | FL | 32,442 | 30.7148 | -85.021 | 3,699 | Art gallery manager | 1948-09-07 | fb3fdc9b96227ca3dccd19d8ff4eda1e | 1,371,931,316 | 31.618234 | -84.122669 | 0 |
5,303 | 2020-06-22 20:02:14 | 3,513,618,443,244,549 | fraud_Kub-Heaney | health_fitness | 16.32 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | e52eb52af07c18fc4d449eec4e76446a | 1,371,931,334 | 44.300604 | -97.6851 | 0 |
5,304 | 2020-06-22 20:03:23 | 180,048,185,037,117 | fraud_Goyette, Howell and Collier | shopping_pos | 8.92 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | 5b1275820972df4adfd55f9802d59354 | 1,371,931,403 | 40.088564 | -75.08872 | 0 |
5,305 | 2020-06-22 20:03:45 | 4,689,147,265,057,949,000 | fraud_Zemlak, Tillman and Cremin | personal_care | 72.31 | Steven | Brooks | M | 2622 Reynolds Isle | Manley | NE | 68,403 | 40.9207 | -96.168 | 206 | Human resources officer | 1967-10-04 | c634f80042655491b2f9665b079d84ef | 1,371,931,425 | 41.571166 | -96.019321 | 0 |
5,306 | 2020-06-22 20:03:55 | 5,152,054,598,359,927 | fraud_Berge-Hills | kids_pets | 7.95 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | bc166e13ffb59c2d00aeeebb5c2f1ea1 | 1,371,931,435 | 28.952953 | -90.939051 | 0 |
5,307 | 2020-06-22 20:04:17 | 38,057,513,087,029 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 25.63 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | 5c4f7bc58b15c93883626fd2ea23a1ef | 1,371,931,457 | 36.552436 | -122.272999 | 0 |
5,308 | 2020-06-22 20:04:36 | 4,708,992,452,821,239 | fraud_Schoen-Quigley | kids_pets | 80.26 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 3409b001672adee833f03e37c8fd67ae | 1,371,931,476 | 36.733296 | -92.083224 | 0 |
5,309 | 2020-06-22 20:04:39 | 213,178,850,083,780 | fraud_Bradtke, Torp and Bahringer | personal_care | 81.11 | Shawn | King | M | 31493 Garcia Summit | Athena | OR | 97,813 | 45.8289 | -118.4971 | 1,302 | Dealer | 1976-10-18 | 6e3a92142d088131ab8e6e8f859aabe0 | 1,371,931,479 | 45.053334 | -117.879229 | 0 |
5,310 | 2020-06-22 20:04:41 | 3,513,506,355,699,497 | fraud_Little-Gleichner | travel | 4.63 | Sarah | Adams | F | 5654 Peterson Land | Ridgeland | MS | 39,157 | 32.4122 | -90.1207 | 24,645 | Scientist, clinical (histocompatibility and immunogenetics) | 1966-05-29 | 0c229bf6ec5c53779c5742a2f4abaeda | 1,371,931,481 | 32.675359 | -90.768645 | 0 |
5,311 | 2020-06-22 20:04:46 | 2,450,829,271,795,901 | fraud_Dare-Gibson | health_fitness | 11.99 | Timothy | Kirby | M | 7309 Sophia Causeway Suite 702 | Sauk Rapids | MN | 56,379 | 45.604 | -94.1591 | 16,163 | Hydrographic surveyor | 1987-02-22 | 5d2a1b42611c28b80c37e4065f3a8134 | 1,371,931,486 | 45.49704 | -93.503021 | 0 |
5,312 | 2020-06-22 20:05:06 | 4,914,700,582,394,237 | fraud_Bednar PLC | kids_pets | 255.8 | John | Williams | M | 8929 Phillips Corners Suite 259 | Harmony | PA | 16,037 | 40.8496 | -80.1381 | 4,589 | Bookseller | 1956-05-01 | 4ec0132a4dc50613898164c233697e73 | 1,371,931,506 | 41.645398 | -80.830115 | 0 |
5,313 | 2020-06-22 20:05:25 | 4,129,767,952,109,660 | fraud_Lesch Ltd | shopping_pos | 8.38 | Cheryl | Ballard | F | 248 James Squares Apt. 838 | Halstad | MN | 56,548 | 47.3551 | -96.798 | 771 | Scientist, audiological | 1972-06-14 | cf9ccd77abf7cfe5d984a4fd514f4dc7 | 1,371,931,525 | 48.246226 | -97.163008 | 0 |
5,314 | 2020-06-22 20:05:25 | 3,528,231,451,607,350 | fraud_Dibbert-Green | entertainment | 85.09 | Lauren | Moreno | F | 83719 Wilson Shore | Heislerville | NJ | 8,324 | 39.224 | -74.9942 | 526 | Exercise physiologist | 1940-09-06 | e98f77ef7689ed2dd255588d45218b6c | 1,371,931,525 | 39.199025 | -74.568929 | 0 |
5,315 | 2020-06-22 20:05:41 | 4,587,657,402,165,341,700 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 100.1 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | efd0d17bd97d5fee5e17de5ed701d0f5 | 1,371,931,541 | 40.619654 | -88.057233 | 0 |
5,316 | 2020-06-22 20:05:49 | 4,900,628,639,996 | fraud_Reichert, Rowe and Mraz | shopping_net | 3.06 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | e3567fc7e45c5ddf1bb45ff12f291621 | 1,371,931,549 | 32.907123 | -118.927107 | 0 |
5,317 | 2020-06-22 20:06:19 | 372,520,049,757,633 | fraud_Padberg-Rogahn | entertainment | 86.8 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | e76f3a8abfdf87efd95b1d35c774114a | 1,371,931,579 | 48.706106 | -92.519686 | 0 |
5,318 | 2020-06-22 20:06:25 | 180,036,456,789,979 | fraud_Altenwerth-Kilback | home | 38.71 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 11dde7a1bbe0af93102a7f87ff2dfbd8 | 1,371,931,585 | 42.986344 | -90.843213 | 0 |
5,319 | 2020-06-22 20:07:48 | 6,506,116,513,503,136 | fraud_Schulist Ltd | food_dining | 17.27 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | 153612b979aa324fbac1ef1b47dcb1bc | 1,371,931,668 | 32.754343 | -94.893719 | 0 |
5,320 | 2020-06-22 20:07:50 | 4,810,789,809,665,943,000 | fraud_Zulauf LLC | personal_care | 39 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 3b44d99af4b344ea21f215bc7183aff3 | 1,371,931,670 | 39.475277 | -83.066089 | 0 |
5,321 | 2020-06-22 20:07:51 | 4,904,681,492,230,012 | fraud_McCullough, Hudson and Schuster | food_dining | 2.43 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 258157d8e261a6ab5726d8e625da5d0b | 1,371,931,671 | 41.785345 | -73.376721 | 0 |
5,322 | 2020-06-22 20:07:53 | 4,124,536,010,991,657 | fraud_Bernier and Sons | kids_pets | 90.17 | Sydney | Montoya | F | 265 Christian Summit Suite 231 | Fairhope | AL | 36,532 | 30.5012 | -87.8835 | 27,829 | Presenter, broadcasting | 1954-07-21 | b3147a11372c0141e2ab24a215bc7e7a | 1,371,931,673 | 29.770658 | -87.583285 | 0 |
5,323 | 2020-06-22 20:08:38 | 30,404,291,151,692 | fraud_Hoppe-Parisian | kids_pets | 70.84 | Savannah | Lewis | F | 537 Walker Freeway | North Tonawanda | NY | 14,120 | 43.0498 | -78.851 | 45,100 | Ambulance person | 1993-10-25 | 662e39dd82683ebd02471a83cffa40d2 | 1,371,931,718 | 43.444229 | -79.582627 | 0 |
5,324 | 2020-06-22 20:08:41 | 4,658,490,815,480,264 | fraud_Breitenberg-Hermiston | kids_pets | 111.2 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | f59cee152ce032994c01335f9365d795 | 1,371,931,721 | 39.573745 | -79.2377 | 0 |
5,325 | 2020-06-22 20:08:41 | 6,011,504,998,544,485 | fraud_Little, Gutmann and Lynch | shopping_net | 68.5 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | bc4b5b8b1dccd3f4ca2d5fb55500f1e8 | 1,371,931,721 | 32.208041 | -87.574309 | 0 |
5,326 | 2020-06-22 20:09:05 | 3,501,942,333,500,073 | fraud_Eichmann, Hayes and Treutel | travel | 4.25 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | cfa97e3a6fc1efeff938541287391c9f | 1,371,931,745 | 32.99335 | -112.807258 | 0 |
5,327 | 2020-06-22 20:09:23 | 342,319,985,983,023 | fraud_Metz, Russel and Metz | kids_pets | 46.12 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | b2a517620026f40f97ec58b93f7e205a | 1,371,931,763 | 42.448438 | -74.215911 | 0 |
5,328 | 2020-06-22 20:09:33 | 4,810,789,809,665,943,000 | fraud_Grimes LLC | entertainment | 84.24 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 4c0b1d1fd9026c3fd2d04af6f5c1ff4c | 1,371,931,773 | 38.670176 | -84.011184 | 0 |
5,329 | 2020-06-22 20:09:47 | 4,900,628,639,996 | fraud_McCullough, Hudson and Schuster | food_dining | 50.53 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 261e90919689eec009d7e195af8175b2 | 1,371,931,787 | 34.576892 | -117.155707 | 0 |
5,330 | 2020-06-22 20:09:50 | 3,565,196,229,855,512 | fraud_Waters-Cruickshank | health_fitness | 75.48 | Adriana | Harvey | F | 715 Joy Prairie | Unionville | MO | 63,565 | 40.4815 | -92.9951 | 3,805 | Investment banker, corporate | 1950-09-15 | 11ae2051f6eb1f04dfc1f8eb6511ce50 | 1,371,931,790 | 40.178826 | -93.629657 | 0 |
5,331 | 2020-06-22 20:10:07 | 38,199,021,865,320 | fraud_Reichel, Bradtke and Blanda | travel | 532.14 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | e6b549585c02418f3de5154e141b2c20 | 1,371,931,807 | 42.89915 | -71.552612 | 0 |
5,332 | 2020-06-22 20:10:08 | 6,011,366,578,560,244 | fraud_Morissette PLC | shopping_pos | 2.27 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 5339ef104e41d1ae554b0fd41242c965 | 1,371,931,808 | 41.303607 | -76.9906 | 0 |
5,333 | 2020-06-22 20:10:36 | 340,953,839,692,349 | fraud_Kautzer and Sons | personal_care | 71 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | 19908a47fb0eeebcd3042b2ee06a5bad | 1,371,931,836 | 42.156303 | -82.384903 | 0 |
5,334 | 2020-06-22 20:10:50 | 3,518,669,219,150,142 | fraud_Kunze Inc | grocery_pos | 73.69 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | 2887c0aecaf58abc9982017793cabdd9 | 1,371,931,850 | 39.678498 | -83.656011 | 0 |
5,335 | 2020-06-22 20:11:11 | 4,939,976,756,738,216 | fraud_Hirthe-Beier | health_fitness | 21.19 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 603943a6c5310ff5ebe8fa33aa9ef457 | 1,371,931,871 | 27.080617 | -99.110171 | 0 |
5,336 | 2020-06-22 20:11:21 | 2,283,743,876,903,625 | fraud_Pouros-Haag | shopping_pos | 56.33 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | ef4d91d42393c7cedb2ceee534866de3 | 1,371,931,881 | 33.629476 | -84.96853 | 0 |
5,337 | 2020-06-22 20:11:27 | 3,577,578,023,716,568 | fraud_Pacocha-Bauch | shopping_pos | 6.54 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 8797cb09e7d6010c29bbcdc5b4dba0a3 | 1,371,931,887 | 41.505821 | -81.246142 | 0 |
5,338 | 2020-06-22 20:11:32 | 2,269,768,987,945,882 | fraud_Lubowitz, Terry and Stracke | personal_care | 100.1 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | 37ac7998e73b1f11fa8aa8c69d3d638f | 1,371,931,892 | 41.804154 | -77.822708 | 0 |
5,339 | 2020-06-22 20:11:48 | 3,529,597,810,116,815 | fraud_Brown, Homenick and Lesch | health_fitness | 91.84 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | d90803c1d241356261b98b400f22574c | 1,371,931,908 | 39.939929 | -78.143605 | 0 |
5,340 | 2020-06-22 20:11:55 | 3,545,109,339,866,548 | fraud_Gottlieb, Considine and Schultz | shopping_net | 8.76 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | ea5c1087e60e6ffc78811aa4521912a9 | 1,371,931,915 | 34.161424 | -91.497699 | 0 |
5,341 | 2020-06-22 20:12:27 | 180,068,353,086,472 | fraud_Schoen Ltd | kids_pets | 15.24 | Melissa | Flores | F | 7529 Carter Well Suite 262 | Huntington Beach | CA | 92,648 | 33.6773 | -118.0051 | 190,249 | Therapist, horticultural | 1976-09-17 | 245af1e37b691b516fa5622d20752924 | 1,371,931,947 | 33.677749 | -118.331433 | 0 |
5,342 | 2020-06-22 20:13:17 | 3,583,635,130,604,947 | fraud_Watsica LLC | personal_care | 68.51 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 2149c3e8d4f2ea6db8ee67a597deb169 | 1,371,931,997 | 40.147591 | -75.913079 | 0 |
5,343 | 2020-06-22 20:13:19 | 2,714,019,737,356,678 | fraud_Bins, Balistreri and Beatty | shopping_pos | 112.63 | Christina | Moore | F | 542 Finley Ports Apt. 396 | West Finley | PA | 15,377 | 39.9914 | -80.4408 | 724 | Theme park manager | 1995-08-30 | 41829c9abf9c65bbeb7db66258a4a71b | 1,371,931,999 | 40.383185 | -80.029515 | 0 |
5,344 | 2020-06-22 20:13:35 | 4,469,777,115,158,235,000 | fraud_Auer LLC | personal_care | 58.89 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 69ae397fc044a653fb6102e80a78b511 | 1,371,932,015 | 42.035075 | -70.752497 | 0 |
5,345 | 2020-06-22 20:13:48 | 4,836,998,673,805,450 | fraud_Douglas-White | entertainment | 145.92 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 1e0b574442afa5a51ac1693b2ea8172b | 1,371,932,028 | 45.332394 | -86.601063 | 0 |
5,346 | 2020-06-22 20:14:14 | 36,722,699,017,270 | fraud_Collier LLC | home | 116.18 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 2107a6f66124087c292e45bf50d10b6b | 1,371,932,054 | 33.43466 | -110.284459 | 0 |
5,347 | 2020-06-22 20:14:22 | 38,052,002,992,326 | fraud_Kutch-Ferry | home | 29.35 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | bb67bb4ff33da836b08564c7d6acae0b | 1,371,932,062 | 30.854937 | -94.234041 | 0 |
5,348 | 2020-06-22 20:14:56 | 180,011,453,250,192 | fraud_Dibbert and Sons | entertainment | 80.04 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | 247bba7a948751066e389295d4572704 | 1,371,932,096 | 42.076096 | -90.375635 | 0 |
5,349 | 2020-06-22 20:15:02 | 2,256,234,701,263,057 | fraud_Powlowski-Weimann | food_dining | 144.37 | Christopher | Grimes | M | 39631 Dunn Radial | Grantham | NH | 3,753 | 43.5103 | -72.1334 | 2,971 | Charity fundraiser | 1948-04-11 | b8dbfe0b6a6325d58ec38ff719c24870 | 1,371,932,102 | 44.025549 | -72.953199 | 0 |
5,350 | 2020-06-22 20:15:37 | 6,011,399,591,920,186 | fraud_Goyette, Howell and Collier | shopping_pos | 2.66 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | ee3f76c640e0fdfaca4611a82f3b01d2 | 1,371,932,137 | 41.687495 | -72.46184 | 0 |
5,351 | 2020-06-22 20:15:44 | 30,273,037,698,427 | fraud_Hyatt, Russel and Gleichner | health_fitness | 21.15 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 5acc450b2625427afdb155d32952e6b5 | 1,371,932,144 | 35.301001 | -91.226223 | 0 |
5,352 | 2020-06-22 20:15:55 | 213,124,978,348,176 | fraud_Lowe, Dietrich and Erdman | kids_pets | 114.32 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | 757a494f9a3ed28f1852bdca9eb02302 | 1,371,932,155 | 42.952335 | -77.931159 | 0 |
5,353 | 2020-06-22 20:16:05 | 2,242,542,703,101,233 | fraud_Hauck, Dietrich and Funk | kids_pets | 208.75 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 39260aa07200721dc34e1528a8d81997 | 1,371,932,165 | 38.580665 | -85.448597 | 0 |
5,354 | 2020-06-22 20:16:55 | 675,990,301,623 | fraud_Frami Group | entertainment | 45.86 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 4115537778f5f02a6f34eed7e5daf816 | 1,371,932,215 | 41.851706 | -74.35197 | 0 |
5,355 | 2020-06-22 20:17:15 | 4,761,403,817,546,679,000 | fraud_Wuckert, Wintheiser and Friesen | home | 42.29 | Diana | Jacobs | F | 69608 Perez Mountain Apt. 006 | Viola | AR | 72,583 | 36.3924 | -91.9932 | 1,679 | Psychiatric nurse | 1986-05-02 | 5dd64252ef3754eb2eb1999ffb1b85aa | 1,371,932,235 | 35.460368 | -91.776077 | 0 |
5,356 | 2020-06-22 20:17:17 | 6,011,652,924,285,713 | fraud_Kihn-Fritsch | food_dining | 3.43 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 01167c992f0ee83eb21f25b03adfbd09 | 1,371,932,237 | 37.677739 | -92.400206 | 0 |
5,357 | 2020-06-22 20:17:22 | 4,755,696,071,492 | fraud_Collier LLC | home | 34.81 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 3b1268c07f124ab51c812752c01249b9 | 1,371,932,242 | 32.303956 | -96.089469 | 0 |
5,358 | 2020-06-22 20:17:44 | 6,538,891,242,532,018 | fraud_Adams-Barrows | health_fitness | 116.67 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | 8ad20879657db3054aceb816845ba703 | 1,371,932,264 | 35.888111 | -91.765649 | 0 |
5,359 | 2020-06-22 20:19:03 | 676,309,913,934 | fraud_Sporer-Keebler | personal_care | 131.12 | Robert | Martinez | M | 3683 Parrish Circles | Pueblo | CO | 81,005 | 38.2352 | -104.66 | 151,815 | Further education lecturer | 1988-01-04 | 67f99fdfb581062ce05a4064fb579526 | 1,371,932,343 | 37.604015 | -104.645937 | 0 |
5,360 | 2020-06-22 20:19:03 | 4,254,074,738,931,278 | fraud_Bins-Tillman | entertainment | 16.38 | Gary | Hall | M | 69085 Short Shores | Allentown | NY | 14,707 | 42.0737 | -78.0594 | 239 | Radio producer | 1956-05-02 | d4b4d6a675e856c4f4c2171cd73c8d37 | 1,371,932,343 | 41.311878 | -77.952294 | 0 |
5,361 | 2020-06-22 20:19:54 | 6,554,245,334,757,802 | fraud_Walter, Hettinger and Kessler | personal_care | 39.03 | Monique | Robinson | F | 07712 Marcus Divide Apt. 831 | Laguna Hills | CA | 92,637 | 33.615 | -117.7114 | 45,303 | Sales executive | 1969-12-22 | 82ffc62157448d043b064b732a929953 | 1,371,932,394 | 34.283641 | -117.517688 | 0 |
5,362 | 2020-06-22 20:19:55 | 3,596,217,206,093,829 | fraud_Reinger, Weissnat and Strosin | food_dining | 3.72 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 80c9b549c76f281fdcc5f584833ed032 | 1,371,932,395 | 41.602138 | -92.759978 | 0 |
5,363 | 2020-06-22 20:19:56 | 30,103,132,002,433 | fraud_Lynch Ltd | shopping_pos | 134.42 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | 04ff8d9e08c30e1e040c33ed5a307ead | 1,371,932,396 | 40.888695 | -77.860697 | 0 |
5,364 | 2020-06-22 20:20:16 | 30,360,260,465,747 | fraud_Medhurst Inc | home | 4.58 | Jennifer | Garcia | F | 28777 Stewart Plains Apt. 495 | Putnam | IL | 61,560 | 41.1949 | -89.4409 | 754 | Presenter, broadcasting | 1962-05-13 | 71ca64256534a750a384ffc8ce464f45 | 1,371,932,416 | 42.172964 | -89.002747 | 0 |
5,365 | 2020-06-22 20:20:30 | 3,575,540,972,310,993 | fraud_Pacocha-Weissnat | kids_pets | 42.84 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | 84328d12a00e64e4b8bd78f74117b4d7 | 1,371,932,430 | 34.835194 | -89.746468 | 0 |
5,366 | 2020-06-22 20:21:16 | 2,712,209,726,293,386 | fraud_Padberg-Rogahn | entertainment | 51.08 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | bf6674537116fdcf94573372dfd8db57 | 1,371,932,476 | 29.956883 | -90.289862 | 0 |
5,367 | 2020-06-22 20:21:18 | 2,233,882,705,243,596 | fraud_Beier LLC | entertainment | 11.93 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | 6ec8a4a0470821e01b6c613bae1ebbe8 | 1,371,932,478 | 33.633303 | -89.148321 | 0 |
5,368 | 2020-06-22 20:21:30 | 4,364,010,865,167,176 | fraud_Kling-Ernser | entertainment | 57.92 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 16e7860ac74990b68913bc63b6f161f7 | 1,371,932,490 | 39.208063 | -120.638616 | 0 |
5,369 | 2020-06-22 20:21:52 | 4,006,047,418,382 | fraud_Jakubowski Inc | home | 6.44 | Robert | Sanchez | M | 7314 Johnson Square Apt. 296 | Parkers Lake | KY | 42,634 | 36.8347 | -84.4436 | 1,565 | Designer, industrial/product | 1968-07-24 | bc93fc5f3c3e062afd563bd60af20591 | 1,371,932,512 | 35.94869 | -83.780841 | 0 |
5,370 | 2020-06-22 20:22:06 | 213,186,880,359,195 | fraud_O'Reilly, Mohr and Purdy | home | 80.13 | Craig | Franco | M | 9242 Vanessa Ramp Apt. 525 | Smithfield | IL | 61,477 | 40.4855 | -90.2856 | 631 | Futures trader | 1973-02-14 | a87079869498413f3c5d5f0e4e0e11d3 | 1,371,932,526 | 39.590426 | -89.402615 | 0 |
5,371 | 2020-06-22 20:22:17 | 4,760,122,961,662 | fraud_Hyatt, Russel and Gleichner | health_fitness | 52.76 | Robert | Jordan | M | 4602 Lopez Glens Suite 900 | Arcadia | OH | 44,804 | 41.1116 | -83.502 | 1,202 | Curator | 1933-03-01 | a81eef6c614b6743466991b1fd4eb3cf | 1,371,932,537 | 41.115585 | -83.073173 | 0 |
5,372 | 2020-06-22 20:23:05 | 630,425,673,344 | fraud_Fadel-Hilpert | health_fitness | 17.44 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | e7c8aac4b7ad549b9adf22c022215f47 | 1,371,932,585 | 38.059622 | -80.10194 | 0 |
5,373 | 2020-06-22 20:23:14 | 4,956,828,990,005,111,000 | fraud_Dare, Fritsch and Zboncak | health_fitness | 190.11 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 7a00555b9e065f2aaaff661882944219 | 1,371,932,594 | 41.36096 | -73.603308 | 0 |
5,374 | 2020-06-22 20:23:26 | 4,430,881,574,719,618 | fraud_Champlin and Sons | home | 6.82 | Alicia | Morales | F | 4456 Dunn Roads | Meredith | CO | 81,642 | 39.3199 | -106.6596 | 61 | Public relations account executive | 1939-11-04 | 21d6da2af298a45f00d15106053ce693 | 1,371,932,606 | 38.522733 | -107.257914 | 0 |
5,375 | 2020-06-22 20:23:35 | 3,587,960,728,692,500 | fraud_Reinger, Weissnat and Strosin | food_dining | 110.43 | 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 | f4eac963e3b2bd9a2299a104451402e1 | 1,371,932,615 | 41.679588 | -95.900164 | 0 |
5,376 | 2020-06-22 20:23:55 | 571,365,235,126 | fraud_Ledner, Hartmann and Feest | health_fitness | 3.4 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | ad811e8d7883b3da5eda22c68f69af9f | 1,371,932,635 | 43.975924 | -85.365938 | 0 |
5,377 | 2020-06-22 20:24:53 | 180,018,375,329,178 | fraud_Becker, Harris and Harvey | personal_care | 147.06 | Michelle | Woods | F | 952 Joseph Throughway | Munith | MI | 49,259 | 42.3703 | -84.2485 | 2,523 | Geophysicist/field seismologist | 1988-03-21 | 64b0d5311e09b40e751171c85e70bf04 | 1,371,932,693 | 41.732835 | -83.94376 | 0 |
5,378 | 2020-06-22 20:25:05 | 4,509,922,033,272,157 | fraud_Kerluke Inc | misc_net | 37.86 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | 56779b2e1c3196f0a5e618fb5d5f5aba | 1,371,932,705 | 42.989503 | -98.116627 | 0 |
5,379 | 2020-06-22 20:25:12 | 4,239,552,724,014,407 | fraud_Feil, Hilpert and Koss | food_dining | 23.65 | Carl | Hernandez | M | 9134 Darryl Flat Suite 916 | Paulding | OH | 45,879 | 41.141 | -84.5722 | 6,284 | Secondary school teacher | 1936-03-27 | 742bdfa5f0867eeed2dd46d6d0948124 | 1,371,932,712 | 41.507893 | -84.763091 | 0 |
5,380 | 2020-06-22 20:25:20 | 4,587,577,161,160,601 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 253.96 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 72e7bf8456945d725489e356c6900ca2 | 1,371,932,720 | 44.267902 | -69.926125 | 0 |
5,381 | 2020-06-22 20:25:39 | 3,531,129,874,770,000 | fraud_Turcotte, Batz and Buckridge | health_fitness | 28.41 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 0a0e145474c7b789ef9c89495b9e2b25 | 1,371,932,739 | 43.063951 | -73.759739 | 0 |
5,382 | 2020-06-22 20:26:15 | 6,592,861,994,408,652 | fraud_Haley Group | misc_pos | 33.85 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | f7ed1651b40ce3122ea615c730587852 | 1,371,932,775 | 42.288151 | -78.705726 | 0 |
5,383 | 2020-06-22 20:26:55 | 3,518,234,918,950,662 | fraud_Friesen Inc | shopping_pos | 31.14 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | a03b84242d84563c1f12a1cd4ee3fd0e | 1,371,932,815 | 32.939218 | -96.72035 | 0 |
5,384 | 2020-06-22 20:27:07 | 4,220,495,028,289,516,500 | fraud_Gottlieb Group | kids_pets | 27.9 | Bethany | Andrade | F | 7898 Wanda Springs | Corona | CA | 92,882 | 33.8419 | -117.6043 | 233,717 | Wellsite geologist | 1966-05-22 | 96ced991f18e94814aae8c69639cecb8 | 1,371,932,827 | 34.449799 | -116.857685 | 0 |
5,385 | 2020-06-22 20:27:40 | 6,011,109,736,646,996 | fraud_Waelchi-Wolf | kids_pets | 22.5 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | 771c0dcfbb1de0e579873c3f8975ebb2 | 1,371,932,860 | 34.279196 | -77.861431 | 0 |
5,386 | 2020-06-22 20:28:14 | 4,355,790,796,238,265,000 | fraud_Hills, Hegmann and Schaefer | health_fitness | 30.83 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | 3272161b6529762eaff8b9716a370935 | 1,371,932,894 | 39.347693 | -91.876037 | 0 |
5,387 | 2020-06-22 20:28:28 | 3,560,725,013,359,375 | fraud_Crona and Sons | kids_pets | 23.64 | Brooke | Smith | F | 63542 Luna Brook Apt. 012 | Notrees | TX | 79,759 | 31.8599 | -102.7413 | 23 | Cytogeneticist | 1969-09-15 | 9906099359d9bfe20d0b8a4446941790 | 1,371,932,908 | 31.990305 | -102.083498 | 0 |
5,388 | 2020-06-22 20:28:37 | 571,365,235,126 | fraud_Dare, Fritsch and Zboncak | health_fitness | 3.72 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 42ccebc0f40936bff32db31eb6ea1549 | 1,371,932,917 | 43.657534 | -86.051029 | 0 |
5,389 | 2020-06-22 20:28:42 | 6,540,981,358,631,302 | fraud_Lakin, Ferry and Beatty | food_dining | 68.04 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | 3f73895150df01b422547c2c6f69da5f | 1,371,932,922 | 43.016503 | -84.087329 | 0 |
5,390 | 2020-06-22 20:28:53 | 3,595,192,916,105,588 | fraud_Friesen-Ortiz | personal_care | 1.49 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | fa827dfeb8dd5d7e075063cd1a204d20 | 1,371,932,933 | 34.328525 | -79.278157 | 0 |
5,391 | 2020-06-22 20:29:06 | 344,709,867,813,900 | fraud_Carroll PLC | health_fitness | 22.59 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 964f8aaff27cfd14ef50e1e259abdf38 | 1,371,932,946 | 28.336907 | -81.333607 | 0 |
5,392 | 2020-06-22 20:29:17 | 376,445,266,762,684 | fraud_Roberts-Beahan | misc_pos | 30.62 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | a7ee8614a872997a782af0f076a787bd | 1,371,932,957 | 41.394351 | -100.894179 | 0 |
5,393 | 2020-06-22 20:29:26 | 4,789,911,625,179,723 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 5.85 | Dorothy | Zuniga | F | 77321 Ford Via | Moriches | NY | 11,955 | 40.8095 | -72.8229 | 3,285 | Research officer, trade union | 1988-04-27 | 820eee10dcd108285044ffec594c6830 | 1,371,932,966 | 40.477085 | -72.323969 | 0 |
5,394 | 2020-06-22 20:29:31 | 3,577,794,103,155,425 | fraud_Quitzon-Goyette | home | 95.13 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | 954542125fca0d6edb746ad155984118 | 1,371,932,971 | 47.782362 | -97.969875 | 0 |
5,395 | 2020-06-22 20:30:20 | 30,234,966,027,947 | fraud_Adams-Barrows | health_fitness | 63.75 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 27a5de94c6cf059307383ac19ebcdde9 | 1,371,933,020 | 43.136276 | -87.111351 | 0 |
5,396 | 2020-06-22 20:30:33 | 3,576,431,665,303,017 | fraud_Little, Gutmann and Lynch | shopping_net | 52.17 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | fa32fd4c51bb857f110b54b7a241d927 | 1,371,933,033 | 34.238033 | -111.118025 | 0 |
5,397 | 2020-06-22 20:30:40 | 377,234,009,633,447 | fraud_Zemlak, Tillman and Cremin | personal_care | 15.62 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | 6ec30b07dfb9dc2a51d4b5084dc4e286 | 1,371,933,040 | 40.049424 | -77.121921 | 0 |
5,398 | 2020-06-22 20:30:49 | 4,169,759,661,243,568 | fraud_Dare-Gibson | health_fitness | 16.44 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | aaf489683245a88961aaad706563cf67 | 1,371,933,049 | 40.944237 | -77.215443 | 0 |
5,399 | 2020-06-22 20:30:50 | 6,011,893,664,860,915 | fraud_Roob-Okuneva | health_fitness | 35.52 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 74f1a9e50e15c9a3b1e80cfb408f551a | 1,371,933,050 | 39.181282 | -104.410159 | 0 |
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