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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16,700 | 2019-01-10 21:54:46 | 3,501,509,250,702,469 | fraud_Boyer PLC | misc_pos | 68.45 | Frank | Anderson | M | 0611 Stafford Valley Suite 504 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Programme researcher, broadcasting/film/video | 1979-01-02 | 8fdf18d96fb7e4b49aa6fa0b946ec9f2 | 1,326,232,486 | 26.977316 | -82.370721 | 0 |
16,701 | 2019-01-10 21:55:08 | 213,175,487,106,448 | fraud_Hauck, Dietrich and Funk | kids_pets | 3.57 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | 399881673db01e4679ae87689bbf081c | 1,326,232,508 | 32.510615 | -100.505843 | 0 |
16,702 | 2019-01-10 21:55:10 | 342,351,256,941,125 | fraud_Windler, Goodwin and Kovacek | home | 6.24 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | 7933ad5df1697f5f590ffa66589272f1 | 1,326,232,510 | 32.568725 | -83.6754 | 0 |
16,703 | 2019-01-10 21:57:58 | 3,566,094,707,272,327 | fraud_Crona and Sons | kids_pets | 80.14 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | bc0a8eff156e79cf927496e5ff6ee49a | 1,326,232,678 | 35.290871 | -119.462635 | 0 |
16,704 | 2019-01-10 21:58:32 | 30,501,624,614,310 | fraud_Durgan, Gislason and Spencer | home | 87.2 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 2ef89ddac6c0c5a0593aeb8f413ec8f8 | 1,326,232,712 | 33.338645 | -82.1324 | 0 |
16,705 | 2019-01-10 22:00:59 | 3,586,955,669,388,457 | fraud_Zulauf LLC | personal_care | 81.85 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | 3b27d838393b7475aec65746270692f5 | 1,326,232,859 | 40.009438 | -78.589858 | 0 |
16,706 | 2019-01-10 22:01:37 | 30,487,648,872,433 | fraud_Kozey-Kuhlman | personal_care | 3.45 | Stephanie | Crane | F | 144 Martinez Curve | Central | IN | 47,110 | 38.097 | -86.1723 | 350 | Counsellor | 1955-01-05 | 77281e312dc65edcad44507774974fcd | 1,326,232,897 | 37.60641 | -85.709683 | 0 |
16,707 | 2019-01-10 22:01:40 | 4,789,911,625,179,723 | fraud_Terry-Huel | shopping_net | 2.84 | Dorothy | Zuniga | F | 77321 Ford Via | Moriches | NY | 11,955 | 40.8095 | -72.8229 | 3,285 | Research officer, trade union | 1988-04-27 | f1906f8919d90a262e69ac4c22fdd134 | 1,326,232,900 | 41.357217 | -73.3777 | 0 |
16,708 | 2019-01-10 22:03:29 | 30,273,037,698,427 | fraud_Reichert, Rowe and Mraz | shopping_net | 13.2 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | c4b7ae28229c31c262d9fa5bfe50875a | 1,326,233,009 | 36.208913 | -91.948291 | 0 |
16,709 | 2019-01-10 22:04:08 | 4,181,833,256,558,614,000 | fraud_Effertz, Welch and Schowalter | entertainment | 4.57 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | a56963ce62a3d42fdd3d19a58bb080f3 | 1,326,233,048 | 36.584702 | -104.629604 | 0 |
16,710 | 2019-01-10 22:04:16 | 4,104,312,520,615,374 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 8.37 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 966722a9395b3663ad0201d1e5d33f8a | 1,326,233,056 | 34.428556 | -116.809085 | 0 |
16,711 | 2019-01-10 22:04:58 | 4,996,263,498,048,679 | fraud_Ruecker-Mayert | kids_pets | 10.96 | Kendra | King | F | 154 Hernandez Keys | Smith River | CA | 95,567 | 41.9404 | -124.1587 | 1,930 | Web designer | 1983-06-13 | 3b85cbdc324e7ed3172284f7f1adb2ad | 1,326,233,098 | 42.781266 | -123.588661 | 0 |
16,712 | 2019-01-10 22:05:42 | 639,030,014,711 | fraud_Medhurst Inc | home | 81.81 | Stephen | Lopez | M | 696 Matthew Ford Suite 157 | Olmsted | IL | 62,970 | 37.1935 | -89.0933 | 639 | Mechanical engineer | 1982-08-01 | 5d8af261196a781e52bba197f5ae2c7a | 1,326,233,142 | 37.182705 | -89.014087 | 0 |
16,713 | 2019-01-10 22:08:39 | 3,576,431,665,303,017 | fraud_Bernier and Sons | kids_pets | 40.6 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 24ffe60e78cb821563e7662b0aba0385 | 1,326,233,319 | 33.806282 | -112.479723 | 0 |
16,714 | 2019-01-10 22:09:03 | 3,595,192,916,105,588 | fraud_Homenick LLC | personal_care | 67.8 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 8dde3a24a782d9cfbdc5ae32001d1b19 | 1,326,233,343 | 35.077075 | -79.661946 | 0 |
16,715 | 2019-01-10 22:10:24 | 3,553,629,419,254,918 | fraud_Baumbach Ltd | personal_care | 18.33 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 3846917dd6d7aef7796997d4a7ba9754 | 1,326,233,424 | 47.458511 | -121.655627 | 0 |
16,716 | 2019-01-10 22:10:38 | 676,118,385,837 | fraud_Skiles LLC | home | 10.79 | Katelyn | Wise | F | 674 Maureen Summit Apt. 276 | Scotts Mills | OR | 97,375 | 44.9897 | -122.6187 | 1,252 | Engineer, petroleum | 1937-02-06 | 6d1eb8ef59e207d484b04e32fc9f6841 | 1,326,233,438 | 45.050035 | -121.666468 | 0 |
16,717 | 2019-01-10 22:10:39 | 3,549,202,406,645,667 | fraud_Ziemann-Waters | health_fitness | 138.68 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | 0de9236f90845214189d5b4b731a7412 | 1,326,233,439 | 43.581544 | -70.67658 | 0 |
16,718 | 2019-01-10 22:12:05 | 6,569,097,840,281,287 | fraud_Roob-Okuneva | health_fitness | 9.05 | Steven | Johnson | M | 7470 John Tunnel Suite 937 | Aurora | CO | 80,014 | 39.6662 | -104.835 | 389,246 | Scientist, marine | 1969-12-12 | d8f3a7e323025130884a77ededf8dfb0 | 1,326,233,525 | 38.784033 | -104.248528 | 0 |
16,719 | 2019-01-10 22:12:45 | 2,242,542,703,101,233 | fraud_Lehner, Reichert and Mills | misc_pos | 169.75 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | e6d7b67e326d737a4040d8f51ac3c09c | 1,326,233,565 | 38.796491 | -86.182343 | 0 |
16,720 | 2019-01-10 22:13:07 | 343,746,486,082,492 | fraud_Hermiston, Pacocha and Smith | health_fitness | 44.52 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | f5d8e59f5319397098ec2de5d9cc73b9 | 1,326,233,587 | 44.660139 | -86.182767 | 0 |
16,721 | 2019-01-10 22:13:38 | 3,586,008,444,788,268 | fraud_Dare-Marvin | entertainment | 273.61 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 6c7a9fc4f74fe0baebbd5fce05b68464 | 1,326,233,618 | 46.795616 | -121.018071 | 0 |
16,722 | 2019-01-10 22:14:16 | 38,530,489,946,071 | fraud_Kassulke PLC | shopping_net | 8.71 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | 6cf0781c6a863c99ca8b4a7a081a01bd | 1,326,233,656 | 35.632122 | -82.046803 | 0 |
16,723 | 2019-01-10 22:14:24 | 213,161,231,269,724 | fraud_Hills-Boyer | personal_care | 51.1 | Alyssa | Morgan | F | 622 Robin Run Suite 764 | Gadsden | AL | 35,901 | 34.048 | -85.9246 | 67,082 | Physiological scientist | 1963-02-09 | 9437ddf7ad34d98d08f24e917fd21811 | 1,326,233,664 | 33.357201 | -86.491716 | 0 |
16,724 | 2019-01-10 22:14:35 | 4,755,696,071,492 | fraud_Becker, Harris and Harvey | personal_care | 113.03 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 9214272506382dd6b20e5bc884fdf9fc | 1,326,233,675 | 32.176788 | -97.039218 | 0 |
16,725 | 2019-01-10 22:14:49 | 6,526,955,903,501,879 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 1,161.58 | Jennifer | Scott | F | 7351 Cindy Well Suite 099 | Naples | FL | 34,120 | 26.3304 | -81.5871 | 276,002 | Medical technical officer | 1950-12-14 | f13c684823669ed4d2014008e3b87990 | 1,326,233,689 | 25.919818 | -82.500661 | 1 |
16,726 | 2019-01-10 22:15:01 | 6,573,561,108,825,071 | fraud_Kirlin and Sons | personal_care | 123.64 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | cb3f35365846ceca414e1c185924c663 | 1,326,233,701 | 35.521679 | -96.492676 | 0 |
16,727 | 2019-01-10 22:16:10 | 38,947,654,498,698 | fraud_Ferry, Lynch and Kautzer | misc_net | 41.37 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | d1c025d739ef9c80dfc1aea2ee272ac1 | 1,326,233,770 | 39.364987 | -82.711506 | 0 |
16,728 | 2019-01-10 22:17:08 | 38,530,489,946,071 | fraud_Kihn-Fritsch | food_dining | 2.4 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | 053066153eabd404e33840ce2d457c9a | 1,326,233,828 | 35.562026 | -81.262608 | 0 |
16,729 | 2019-01-10 22:19:08 | 502,038,091,380 | fraud_Larkin, Stracke and Greenfelder | entertainment | 76.18 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | 0e8b45ca0d0637bbb86d6583d82290cd | 1,326,233,948 | 36.643785 | -93.936738 | 0 |
16,730 | 2019-01-10 22:23:03 | 4,198,470,814,557 | fraud_Spencer PLC | entertainment | 148.9 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 8cc5dbca4c4b332b1692629cf743c034 | 1,326,234,183 | 40.916986 | -95.795547 | 0 |
16,731 | 2019-01-10 22:23:16 | 375,534,208,663,984 | fraud_Hahn, Douglas and Schowalter | travel | 531.99 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | 2b54ac2e2c15c8677426c9e56efda60a | 1,326,234,196 | 38.793843 | -79.48083 | 0 |
16,732 | 2019-01-10 22:24:17 | 4,003,989,662,068,504 | fraud_Williamson LLC | misc_pos | 4.93 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | f496fb4d952419933bcaa0b7cef9bedc | 1,326,234,257 | 34.253368 | -86.597887 | 0 |
16,733 | 2019-01-10 22:24:21 | 371,226,440,126,102 | fraud_Shanahan-Lehner | personal_care | 8.86 | 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 | 1b6d14b22609186a88b8ad58ec714d44 | 1,326,234,261 | 38.78326 | -89.050646 | 0 |
16,734 | 2019-01-10 22:24:23 | 676,372,984,911 | fraud_Monahan-Morar | personal_care | 13.27 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 470da113d6ec48200487237869867278 | 1,326,234,263 | 39.051686 | -99.419706 | 0 |
16,735 | 2019-01-10 22:24:57 | 4,181,833,256,558,614,000 | fraud_Schiller Ltd | personal_care | 33.3 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 32f9db882e8f165cc87004ba2ed15792 | 1,326,234,297 | 36.31452 | -105.334774 | 0 |
16,736 | 2019-01-10 22:25:08 | 4,716,561,796,955,522 | fraud_Kirlin and Sons | personal_care | 58.57 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 485ba6b2624678784b7a1ce9c349b26e | 1,326,234,308 | 47.401978 | -112.470414 | 0 |
16,737 | 2019-01-10 22:26:31 | 676,372,984,911 | fraud_Lesch Ltd | shopping_pos | 8.49 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | b499dfb9e206f84f8202bbe2bb2985f5 | 1,326,234,391 | 40.328503 | -97.805923 | 0 |
16,738 | 2019-01-10 22:28:50 | 584,673,555,952 | fraud_Treutel-King | travel | 9.14 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | 370720710208218b7e5e379e2bc3b40f | 1,326,234,530 | 47.003226 | -100.45413 | 0 |
16,739 | 2019-01-10 22:29:47 | 6,011,367,958,204,270 | fraud_Stark-Koss | home | 35.48 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 1b7f75873cbe6ea9a16fad052377e8b2 | 1,326,234,587 | 40.452678 | -82.625759 | 0 |
16,740 | 2019-01-10 22:32:50 | 3,550,554,389,581,384 | fraud_Medhurst Inc | home | 85.8 | Ryan | Foster | M | 03921 Cole Mission Suite 882 | Hampton | FL | 32,044 | 29.8575 | -82.1483 | 2,060 | Oncologist | 1983-11-10 | 264b838f07d246b37a1ee1627e82d419 | 1,326,234,770 | 28.910021 | -81.61604 | 0 |
16,741 | 2019-01-10 22:34:01 | 4,481,131,401,752 | fraud_Kub PLC | personal_care | 3.65 | Frank | Foster | M | 37910 Ward Lights | Shrewsbury | MA | 1,545 | 42.2848 | -71.7205 | 35,299 | English as a second language teacher | 1975-04-30 | a5ab28ecb31ce30e2c07e64a295f8393 | 1,326,234,841 | 41.295014 | -71.073796 | 0 |
16,742 | 2019-01-10 22:34:12 | 3,575,540,972,310,993 | fraud_Heathcote LLC | shopping_net | 3.73 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | 734fac95eef173c73961b47c11b9e50d | 1,326,234,852 | 34.55466 | -89.446931 | 0 |
16,743 | 2019-01-10 22:37:08 | 2,475,085,306,462,014 | fraud_Friesen Ltd | health_fitness | 76.65 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | cfcc4e603faf8ac712861969c300df55 | 1,326,235,028 | 44.082992 | -94.868851 | 0 |
16,744 | 2019-01-10 22:38:40 | 6,011,109,736,646,996 | fraud_Schoen Ltd | kids_pets | 95.15 | 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 | e1813d62d04bd932486ff8486baab3e1 | 1,326,235,120 | 35.241219 | -77.00338 | 0 |
16,745 | 2019-01-10 22:38:48 | 213,156,747,557,083 | fraud_Pouros-Haag | shopping_pos | 6.39 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 993a56ef74861eb0fa511c8857af03e4 | 1,326,235,128 | 34.427539 | -119.119859 | 0 |
16,746 | 2019-01-10 22:39:03 | 4,809,701,904,914 | fraud_Macejkovic-Lesch | shopping_pos | 3.79 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 4926ab19db09fd5e479fdf9f2fbad28b | 1,326,235,143 | 31.799089 | -84.496857 | 0 |
16,747 | 2019-01-10 22:39:12 | 371,034,293,500,716 | fraud_Johns-Hoeger | entertainment | 61.95 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | 801f6a92891d5ab84dfe7cd50596171a | 1,326,235,152 | 40.126692 | -121.277077 | 0 |
16,748 | 2019-01-10 22:39:28 | 4,873,783,502,705,038 | fraud_Prosacco LLC | personal_care | 84.97 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 31b2e4afcafcb050b6e1b59f4bf6bd9e | 1,326,235,168 | 48.251607 | -121.462466 | 0 |
16,749 | 2019-01-10 22:40:18 | 4,822,367,783,500,458 | fraud_Kling-Ernser | entertainment | 97.98 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | 1492a6f4c81ff86cf5d962ed23fb5298 | 1,326,235,218 | 28.496761 | -80.896814 | 0 |
16,750 | 2019-01-10 22:41:19 | 6,526,955,903,501,879 | fraud_Bogisich-Homenick | misc_net | 685.63 | Jennifer | Scott | F | 7351 Cindy Well Suite 099 | Naples | FL | 34,120 | 26.3304 | -81.5871 | 276,002 | Medical technical officer | 1950-12-14 | be9c880137165a740e5b14b1c9cf95e6 | 1,326,235,279 | 26.684146 | -80.7145 | 1 |
16,751 | 2019-01-10 22:41:33 | 4,254,074,738,931,278 | fraud_Dibbert and Sons | entertainment | 111.22 | Gary | Hall | M | 69085 Short Shores | Allentown | NY | 14,707 | 42.0737 | -78.0594 | 239 | Radio producer | 1956-05-02 | 2c62a98a97022db9fbbafe5ebdeba692 | 1,326,235,293 | 42.878756 | -78.158222 | 0 |
16,752 | 2019-01-10 22:44:03 | 3,596,357,274,378,601 | fraud_Botsford PLC | home | 178.64 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | 2b933f163f25876f33cb4ca599646dd5 | 1,326,235,443 | 41.978968 | -78.547416 | 0 |
16,753 | 2019-01-10 22:45:36 | 3,531,129,874,770,000 | fraud_Bartoletti and Sons | personal_care | 44.69 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | b10e3e52047a48b2b5a0ede56c5f0085 | 1,326,235,536 | 43.045642 | -72.947774 | 0 |
16,754 | 2019-01-10 22:46:19 | 30,118,423,745,458 | fraud_Turner and Sons | shopping_pos | 1,948.23 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 42d04f80bf90ab8629c061a6e4a0a1bb | 1,326,235,579 | 41.077533 | -73.867473 | 0 |
16,755 | 2019-01-10 22:48:06 | 4,469,777,115,158,235,000 | fraud_Champlin and Sons | home | 6.54 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | a2aeacf7da5a1552694178ba373d31d4 | 1,326,235,686 | 42.813243 | -71.113839 | 0 |
16,756 | 2019-01-10 22:48:20 | 4,155,021,259,183,870 | fraud_Thiel-Thiel | entertainment | 1.08 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | 262cca5a11c1300971783066f90fa640 | 1,326,235,700 | 33.933384 | -99.568925 | 0 |
16,757 | 2019-01-10 22:48:58 | 3,502,377,050,801,561 | fraud_Kub-Heaney | health_fitness | 56.99 | Kathleen | Martin | F | 659 Nicole Cove Suite 560 | New Waverly | TX | 77,358 | 30.5354 | -95.4532 | 4,993 | Scientist, biomedical | 1948-11-30 | 9fda26ac521be36a2e50feb7bb63027a | 1,326,235,738 | 29.574932 | -96.345824 | 0 |
16,758 | 2019-01-10 22:49:47 | 30,197,398,657,930 | fraud_Howe PLC | entertainment | 72.86 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | 736ae399e6c3191895b4ec336ad0b626 | 1,326,235,787 | 36.838093 | -77.925288 | 0 |
16,759 | 2019-01-10 22:51:06 | 6,011,348,830,550,197 | fraud_Ankunding-Carroll | travel | 2.87 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | dd907c1f76933094dfc092843749d2c6 | 1,326,235,866 | 33.626248 | -86.592512 | 0 |
16,760 | 2019-01-10 22:52:23 | 4,155,021,259,183,870 | fraud_O'Reilly, Mohr and Purdy | home | 126.95 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | 1afea3f50c12cf8147c81ca50b6913e5 | 1,326,235,943 | 33.876248 | -99.580096 | 0 |
16,761 | 2019-01-10 22:52:29 | 5,104,807,169,438,134 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 209.35 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | 443b21ba3e9d23c88edc30f5c1c38a8e | 1,326,235,949 | 41.546868 | -73.061138 | 0 |
16,762 | 2019-01-10 22:54:55 | 561,942,763,351 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 6.49 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | 1b33e85597e127d2f207b87200691461 | 1,326,236,095 | 38.002713 | -77.632507 | 0 |
16,763 | 2019-01-10 22:56:01 | 6,011,693,194,885,790 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 1.46 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 50a22ed75aa6c100d077e83348c6c3bb | 1,326,236,161 | 45.959141 | -92.833957 | 0 |
16,764 | 2019-01-10 22:56:09 | 180,067,784,565,096 | fraud_Ullrich Ltd | kids_pets | 10.78 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | 9e615c3578c6ae0ee4d865776394efa7 | 1,326,236,169 | 43.544502 | -89.261223 | 0 |
16,765 | 2019-01-10 22:59:43 | 4,464,457,352,619 | fraud_Gottlieb-Hansen | personal_care | 202.11 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 995a4560a51286501a34c9f8d8aca1c8 | 1,326,236,383 | 30.637815 | -84.903968 | 0 |
16,766 | 2019-01-10 23:00:32 | 4,890,424,426,862,857,000 | fraud_Schumm PLC | health_fitness | 95.81 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 34e9949766b5adf20ec3a51a29ec866b | 1,326,236,432 | 38.382202 | -121.143745 | 0 |
16,767 | 2019-01-10 23:00:53 | 370,877,495,212,014 | fraud_Dickinson Ltd | personal_care | 106.94 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 2f198c01409c703fa91d2ed3a871dd0e | 1,326,236,453 | 36.102483 | -81.69533 | 0 |
16,768 | 2019-01-10 23:01:21 | 4,939,976,756,738,216 | fraud_Douglas-White | entertainment | 198.75 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 6e34769ce0acf1e5dc76d80087ac0ad6 | 1,326,236,481 | 25.581532 | -99.639997 | 0 |
16,769 | 2019-01-10 23:01:47 | 30,234,966,027,947 | fraud_Crona and Sons | kids_pets | 66.95 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 99769ae9ba4f84ea97bcb1c9dc69e8ad | 1,326,236,507 | 43.281755 | -88.209146 | 0 |
16,770 | 2019-01-10 23:01:54 | 30,501,624,614,310 | fraud_Rempel Inc | shopping_net | 7.61 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 7c8ca41f74245cdd67acd344334c8d56 | 1,326,236,514 | 33.49084 | -80.459447 | 0 |
16,771 | 2019-01-10 23:02:29 | 4,277,232,699,798,846 | fraud_Osinski Inc | personal_care | 16.55 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | 3ea592fb1db8f13c5373961c8dc2cb65 | 1,326,236,549 | 45.564502 | -103.099671 | 0 |
16,772 | 2019-01-10 23:02:30 | 4,312,133,045,694,601,000 | fraud_Ratke and Sons | health_fitness | 84.41 | Julian | Price | M | 086 Pierce Cove | Pikesville | MD | 21,208 | 39.3764 | -76.729 | 33,917 | Company secretary | 1977-06-12 | 1307a09eb474f29ce684fc52eac03c8c | 1,326,236,550 | 39.013326 | -77.349934 | 0 |
16,773 | 2019-01-10 23:02:43 | 4,427,805,710,168 | fraud_Gulgowski LLC | home | 15.83 | Michelle | Rodriguez | F | 1742 Brandon Squares Apt. 461 | Ruidoso | NM | 88,355 | 33.3305 | -105.6933 | 8,874 | Licensed conveyancer | 2000-08-16 | 6b15044109c81114d0819ba730fbd2c0 | 1,326,236,563 | 33.216169 | -106.67131 | 0 |
16,774 | 2019-01-10 23:02:58 | 4,587,657,402,165,341,700 | fraud_Roberts, Ryan and Smith | personal_care | 15.1 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 172df5f7f849c1bb12b1e49d8c9d5034 | 1,326,236,578 | 41.225928 | -87.217139 | 0 |
16,775 | 2019-01-10 23:05:30 | 3,511,378,610,369,890 | fraud_Effertz LLC | entertainment | 149.93 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 4d2d0f8b3dbfb717106900326b859beb | 1,326,236,730 | 33.958323 | -85.663888 | 0 |
16,776 | 2019-01-10 23:06:54 | 630,451,534,402 | fraud_Lubowitz-Walter | kids_pets | 51.24 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 305ff290d39c56bdc1b90c30b506d7f5 | 1,326,236,814 | 47.228844 | -85.882058 | 0 |
16,777 | 2019-01-10 23:07:42 | 213,180,742,685,905 | fraud_Leffler-Goldner | personal_care | 19.11 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 2239f34a88f56fec81f9782b2b4f327d | 1,326,236,862 | 41.194915 | -123.682191 | 0 |
16,778 | 2019-01-10 23:08:00 | 6,011,893,664,860,915 | fraud_Ledner, Hartmann and Feest | health_fitness | 41.21 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | e57f7340621a38a1f34c2f44889762ed | 1,326,236,880 | 40.077487 | -105.273825 | 0 |
16,779 | 2019-01-10 23:08:02 | 4,412,720,572,684,931 | fraud_Kris-Kertzmann | travel | 2.28 | Richard | Marshall | M | 295 Page Creek Suite 181 | Greenbush | VA | 23,357 | 37.7681 | -75.6664 | 776 | Psychiatrist | 1949-11-17 | 25c223df6262021ac7b03a3a5eb9250f | 1,326,236,882 | 38.168066 | -74.822245 | 0 |
16,780 | 2019-01-10 23:09:32 | 342,319,985,983,023 | fraud_Kautzer and Sons | personal_care | 74.12 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | e790c4991414f037e547e00988d5fd74 | 1,326,236,972 | 42.249683 | -75.323168 | 0 |
16,781 | 2019-01-10 23:09:35 | 4,585,132,874,641 | fraud_Runte-Mohr | food_dining | 104.4 | Karen | Gordon | F | 543 Ware Path Apt. 593 | Utica | MO | 64,686 | 39.7417 | -93.6289 | 271 | Land/geomatics surveyor | 1972-04-18 | 83403e8a1e9d6cdb7ccec78120037dbe | 1,326,236,975 | 38.971375 | -93.067057 | 0 |
16,782 | 2019-01-10 23:10:43 | 4,633,065,159,406,313 | fraud_Ruecker-Mayert | kids_pets | 8.9 | Jasmine | Wade | F | 90662 Lewis Avenue | Providence | RI | 2,908 | 41.8383 | -71.4377 | 203,571 | Nurse, children's | 1995-11-29 | 36c29fa3e47d73d348e0228d39657eb4 | 1,326,237,043 | 41.052272 | -71.85674 | 0 |
16,783 | 2019-01-10 23:11:07 | 4,683,520,018,489,354 | fraud_Gutmann-Upton | misc_pos | 22.36 | Charles | Carrillo | M | 17547 Stephen Turnpike Apt. 846 | Hawthorne | CA | 90,250 | 33.9143 | -118.3493 | 93,193 | Editor, magazine features | 1995-04-19 | 6aed5bcd99d5c65aaf425f0c97f89516 | 1,326,237,067 | 33.039783 | -117.792882 | 0 |
16,784 | 2019-01-10 23:20:54 | 30,143,535,920,989 | fraud_Cormier LLC | shopping_net | 1.63 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 65bb65ad564fa6bce8c4c140a1afb8f4 | 1,326,237,654 | 38.935911 | -75.425038 | 0 |
16,785 | 2019-01-10 23:21:01 | 3,559,160,581,764,413 | fraud_Nader-Maggio | personal_care | 70.05 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | f2531cc9a716a129b0bcb57b292b8a9b | 1,326,237,661 | 42.207667 | -77.983843 | 0 |
16,786 | 2019-01-10 23:22:12 | 4,683,520,018,489,354 | fraud_Cormier LLC | shopping_net | 6.67 | Charles | Carrillo | M | 17547 Stephen Turnpike Apt. 846 | Hawthorne | CA | 90,250 | 33.9143 | -118.3493 | 93,193 | Editor, magazine features | 1995-04-19 | 2ec8b2ac2d80071befa1a566ed547412 | 1,326,237,732 | 34.873945 | -118.685514 | 0 |
16,787 | 2019-01-10 23:22:13 | 60,416,207,185 | fraud_Hills-Witting | shopping_net | 1.9 | Mary | Diaz | F | 9886 Anita Drive | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Information systems manager | 1986-02-17 | 5a086da85edbbb628f126347e0527b1c | 1,326,237,733 | 43.161913 | -109.139894 | 0 |
16,788 | 2019-01-10 23:22:15 | 4,874,017,206,859,125 | fraud_Bradtke, Torp and Bahringer | personal_care | 29.71 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | f64a690d19c56925067b008152b4025e | 1,326,237,735 | 45.934235 | -122.728584 | 0 |
16,789 | 2019-01-10 23:22:45 | 4,906,628,655,840,914,000 | fraud_Bahringer, Bergnaum and Quitzon | home | 20.2 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | 74284573b99a9a80fcec8ff47b71b8a2 | 1,326,237,765 | 24.087088 | -82.333781 | 0 |
16,790 | 2019-01-10 23:23:31 | 3,568,255,211,412,877 | fraud_Champlin and Sons | home | 23.9 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 26807bb43f0a749223ad058b936b987b | 1,326,237,811 | 42.113986 | -85.63295 | 0 |
16,791 | 2019-01-10 23:24:15 | 630,423,337,322 | fraud_Mueller, Gerhold and Mueller | health_fitness | 19.58 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | ee5fcfc9a66ff4e7b8e2d34026fc3c97 | 1,326,237,855 | 48.434317 | -118.021009 | 0 |
16,792 | 2019-01-10 23:24:15 | 6,592,861,994,408,652 | fraud_Wisozk and Sons | misc_pos | 1.95 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | f510ee1f04b05fb0cc5d2eb8783b2028 | 1,326,237,855 | 42.47133 | -78.062618 | 0 |
16,793 | 2019-01-10 23:24:28 | 4,488,941,175,228,467 | fraud_Streich, Rolfson and Wilderman | kids_pets | 49.86 | Jacqueline | Washington | F | 138 Stephen Ridges Apt. 978 | Umatilla | FL | 32,784 | 28.9254 | -81.6801 | 11,432 | Private music teacher | 1986-03-31 | 53ae37cccd8ac1160a691d1840eb814d | 1,326,237,868 | 29.238665 | -81.265088 | 0 |
16,794 | 2019-01-10 23:24:48 | 3,560,797,065,840,735 | fraud_Conroy Ltd | shopping_pos | 195.72 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 476af6757a5ce948d9661d06e9b30e58 | 1,326,237,888 | 45.30668 | -100.660047 | 0 |
16,795 | 2019-01-10 23:26:56 | 4,292,902,571,056,973,300 | fraud_Pouros, Walker and Spencer | kids_pets | 9.39 | Jeffrey | Smith | M | 135 Joseph Mountains | Sula | MT | 59,871 | 45.8433 | -113.8748 | 218 | Therapist, horticultural | 1995-08-16 | b83a802265b930a442ef8818b34ddd87 | 1,326,238,016 | 46.287192 | -114.65903 | 0 |
16,796 | 2019-01-10 23:27:29 | 4,181,833,256,558,614,000 | fraud_Boehm, Predovic and Reinger | misc_pos | 139.53 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | faeb4110a751a5cbf19ed23582e8ea07 | 1,326,238,049 | 36.509419 | -104.948301 | 0 |
16,797 | 2019-01-10 23:28:32 | 4,873,783,502,705,038 | fraud_Langworth LLC | personal_care | 2.06 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 0cbf12b50095b9f5bc19aa823342fcda | 1,326,238,112 | 48.803552 | -122.944066 | 0 |
16,798 | 2019-01-10 23:28:40 | 4,555,104,582,813,474 | fraud_O'Connell, Botsford and Hand | home | 72.72 | Chris | Daniel | M | 025 White Fork Apt. 633 | Rock Glen | PA | 18,246 | 40.954 | -76.1747 | 143 | Health and safety adviser | 1982-02-19 | 14af1d0cce1509fa55e26d4a0e800b0f | 1,326,238,120 | 40.059557 | -76.172473 | 0 |
16,799 | 2019-01-10 23:31:04 | 3,547,574,373,318,979 | fraud_Kub PLC | personal_care | 88.84 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | 4bbcd5cf04f6f87b577f5b3a6e67a015 | 1,326,238,264 | 39.85539 | -88.678628 | 0 |
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