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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6,700 | 2020-06-23 04:51:06 | 30,376,238,035,123 | fraud_Huels-Nolan | gas_transport | 83.58 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | f4ae59892fb1822ba43e8c6722213223 | 1,371,963,066 | 42.927682 | -124.765584 | 0 |
6,701 | 2020-06-23 04:51:32 | 4,239,552,724,014,407 | fraud_Dibbert and Sons | entertainment | 47.67 | Carl | Hernandez | M | 9134 Darryl Flat Suite 916 | Paulding | OH | 45,879 | 41.141 | -84.5722 | 6,284 | Secondary school teacher | 1936-03-27 | 55e667325fed28eda106da7f955a3d45 | 1,371,963,092 | 41.487747 | -85.163178 | 0 |
6,702 | 2020-06-23 04:52:09 | 3,545,109,339,866,548 | fraud_Corwin-Collins | gas_transport | 40.89 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 58dcd1c66b8d1dc38b317b39214d8e6a | 1,371,963,129 | 33.031095 | -90.62119 | 0 |
6,703 | 2020-06-23 04:53:49 | 30,427,035,050,508 | fraud_Yost, Block and Koepp | misc_pos | 6.3 | John | Chandler | M | 88325 Brandon Greens Apt. 477 | Detroit | MI | 48,202 | 42.377 | -83.0796 | 673,342 | Broadcast presenter | 1969-11-20 | e10ce58eeb3daad5be84313eccfc026d | 1,371,963,229 | 42.277887 | -82.796274 | 0 |
6,704 | 2020-06-23 04:54:45 | 3,533,012,926,413,100 | fraud_Mosciski, Gislason and Mertz | grocery_pos | 95.52 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | 303015a0792bc429667decae750d2c82 | 1,371,963,285 | 42.262892 | -75.234303 | 0 |
6,705 | 2020-06-23 04:54:51 | 4,900,628,639,996 | fraud_Cassin-Harvey | grocery_net | 108.82 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 85e98e0c7d179596baa042f3c3bd2280 | 1,371,963,291 | 34.753414 | -118.391609 | 0 |
6,706 | 2020-06-23 04:55:40 | 30,230,540,139,182 | fraud_Stiedemann Inc | misc_pos | 43.23 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | c4dec1de7cd41d157008e53829c69428 | 1,371,963,340 | 40.031684 | -77.631014 | 0 |
6,707 | 2020-06-23 04:56:26 | 3,525,590,521,269,779 | fraud_Wuckert-Walter | grocery_net | 53.95 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | ac4a97092dfb3e50dbab6b5fbb0cef35 | 1,371,963,386 | 35.804012 | -79.092398 | 0 |
6,708 | 2020-06-23 04:56:45 | 4,247,921,790,666 | fraud_Robel, Cummerata and Prosacco | gas_transport | 74.81 | Judith | Moss | F | 46297 Benjamin Plains Suite 703 | Washington Court House | OH | 43,160 | 39.537 | -83.455 | 22,305 | Television floor manager | 1939-03-09 | 75b55168aefa7d2a22d988c08f449493 | 1,371,963,405 | 39.201056 | -83.097818 | 0 |
6,709 | 2020-06-23 04:56:55 | 3,549,202,406,645,667 | fraud_Cummerata-Jones | gas_transport | 67.21 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | e3e529aef46a56af650dfe2d06fc3b6f | 1,371,963,415 | 44.296428 | -69.364387 | 0 |
6,710 | 2020-06-23 04:58:04 | 630,451,534,402 | fraud_Berge LLC | gas_transport | 55.54 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 0ede37de90f3526d0b9137dc40460c49 | 1,371,963,484 | 46.326578 | -87.505779 | 0 |
6,711 | 2020-06-23 04:58:28 | 5,456,712,664,803,820 | fraud_Boyer PLC | misc_pos | 208.49 | Pamela | Matthews | F | 36659 Smith Club Apt. 080 | Llano | NM | 87,543 | 36.1486 | -105.6648 | 247 | Architectural technologist | 1961-10-24 | 8b28191627024285f8b976a42bc4e163 | 1,371,963,508 | 35.83041 | -106.194501 | 0 |
6,712 | 2020-06-23 04:58:30 | 374,497,717,543,058 | fraud_Corwin-Collins | gas_transport | 51.12 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | 84249d634706018174380a82effc72c8 | 1,371,963,510 | 48.083064 | -101.726611 | 0 |
6,713 | 2020-06-23 04:58:46 | 180,046,165,512,893 | fraud_Beier-Hyatt | shopping_pos | 4.97 | Erica | Walker | F | 084 Holmes Avenue Suite 206 | Stayton | OR | 97,383 | 44.8021 | -122.7624 | 9,587 | Engineer, biomedical | 1968-03-24 | cf04333a95b3496a3a07ad07d823d3df | 1,371,963,526 | 44.077032 | -122.585686 | 0 |
6,714 | 2020-06-23 04:59:00 | 4,010,002,218,955,876 | fraud_Kerluke, Considine and Macejkovic | misc_net | 191.66 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | 6ce0ecb36ad6c870c3d2d5332dda28d2 | 1,371,963,540 | 29.220469 | -94.719066 | 0 |
6,715 | 2020-06-23 04:59:34 | 60,427,851,591 | fraud_Doyle Ltd | grocery_pos | 105.14 | Bradley | Martinez | M | 3426 David Divide Suite 717 | Burns Flat | OK | 73,624 | 35.3492 | -99.188 | 2,142 | Politician's assistant | 1976-06-30 | 3b00268e0f4c6081fb1c637a7d410cb1 | 1,371,963,574 | 35.48399 | -98.536736 | 0 |
6,716 | 2020-06-23 04:59:53 | 630,423,337,322 | fraud_Pacocha-O'Reilly | grocery_pos | 121.76 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | f256e8a512d5057acf441b2606376e18 | 1,371,963,593 | 48.028174 | -119.19825 | 0 |
6,717 | 2020-06-23 05:01:42 | 6,011,148,190,095,209 | fraud_Kilback LLC | grocery_pos | 211.72 | Terri | Bailey | F | 508 Erin Mount | Daly City | CA | 94,015 | 37.6787 | -122.478 | 107,941 | Buyer, industrial | 1991-10-04 | 3f73af7bd24301964dc595338cf039aa | 1,371,963,702 | 37.077334 | -122.78728 | 0 |
6,718 | 2020-06-23 05:02:09 | 2,254,799,658,404,120 | fraud_Strosin-Cruickshank | grocery_pos | 184.73 | Barbara | Nelson | F | 7337 Browning Falls Suite 027 | Valdosta | GA | 31,605 | 30.946 | -83.2474 | 94,325 | Educational psychologist | 1987-09-08 | 61f7bd81ce2ea1481c976fd5cdd280c1 | 1,371,963,729 | 30.768234 | -82.841574 | 0 |
6,719 | 2020-06-23 05:02:18 | 376,262,134,119,629 | fraud_Streich, Dietrich and Barton | shopping_net | 5.03 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | 81aad3be6947221e7e491c66b776ee6e | 1,371,963,738 | 27.77952 | -82.399254 | 0 |
6,720 | 2020-06-23 05:02:24 | 3,502,088,871,723,054 | fraud_Jones, Sawayn and Romaguera | misc_net | 4.86 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 943a4c94ae4d1ff77d91cca9b99aaa64 | 1,371,963,744 | 38.074904 | -76.471332 | 0 |
6,721 | 2020-06-23 05:02:27 | 6,593,250,708,747,804 | fraud_Funk Group | grocery_net | 58.66 | Melissa | Meza | F | 244 Abbott Parkway | Loxahatchee | FL | 33,470 | 26.7383 | -80.276 | 26,551 | Paramedic | 1977-01-04 | 4e1b3d0b066cfacacfe5288db2ec4bbc | 1,371,963,747 | 26.651804 | -80.751022 | 0 |
6,722 | 2020-06-23 05:03:21 | 30,026,790,933,302 | fraud_Huel, Hammes and Witting | grocery_pos | 102.53 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | b50bcf4a48b46f36cb1359d5e9ec3d54 | 1,371,963,801 | 32.014701 | -91.478788 | 0 |
6,723 | 2020-06-23 05:03:26 | 38,052,002,992,326 | fraud_Murray Ltd | grocery_net | 58.89 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | 65621dffb12822c6c57c611f8bc248e1 | 1,371,963,806 | 29.482626 | -94.947236 | 0 |
6,724 | 2020-06-23 05:03:36 | 4,745,996,322,265 | fraud_Sporer Inc | gas_transport | 69.1 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | ba4eae9afde80de0a774de82efc8c1db | 1,371,963,816 | 40.824469 | -87.390869 | 0 |
6,725 | 2020-06-23 05:05:41 | 2,274,911,989,136,158 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 6.86 | Robert | Velazquez | M | 3136 Silva Stream | Parker | CO | 80,138 | 39.5102 | -104.7216 | 84,861 | Materials engineer | 1932-03-10 | 49c2e928f1fb84a4ddb01a84f98fd5f9 | 1,371,963,941 | 39.371576 | -104.771183 | 0 |
6,726 | 2020-06-23 05:05:51 | 2,712,209,726,293,386 | fraud_Runolfsson and Sons | grocery_net | 62.93 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 559548bc33af8afbc7d8df411dd64476 | 1,371,963,951 | 31.088745 | -90.733761 | 0 |
6,727 | 2020-06-23 05:05:58 | 60,490,596,305 | fraud_Rodriguez Group | gas_transport | 58.38 | Karen | Johnson | F | 4349 Anna Flat Suite 214 | Haynes | AR | 72,341 | 34.8838 | -90.7666 | 222 | Programmer, applications | 1963-05-19 | e66c1e1d50e5c378bbe2fa5002c87c79 | 1,371,963,958 | 34.31275 | -91.277182 | 0 |
6,728 | 2020-06-23 05:06:01 | 639,046,421,587 | fraud_Connelly, Reichert and Fritsch | gas_transport | 70 | Dylan | Bonilla | M | 2497 John Motorway Suite 922 | Leetsdale | PA | 15,056 | 40.5662 | -80.2099 | 1,140 | Administrator, education | 1986-06-20 | 47f54ff59b39aba1320a0611149f00c3 | 1,371,963,961 | 40.92977 | -79.349479 | 0 |
6,729 | 2020-06-23 05:06:16 | 375,534,208,663,984 | fraud_Terry, Johns and Bins | misc_pos | 47.14 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | 32ffc5265be45862c326c219a59da820 | 1,371,963,976 | 37.521846 | -80.149073 | 0 |
6,730 | 2020-06-23 05:06:34 | 372,246,459,334,925 | fraud_Boehm, Predovic and Reinger | misc_pos | 1,743.19 | Rick | Martinez | M | 062 Poole Hollow Apt. 815 | Deadwood | SD | 57,732 | 44.3566 | -103.6999 | 1,979 | Multimedia programmer | 1970-03-13 | b815e583c6c907bde0d55aebf7d04080 | 1,371,963,994 | 44.543213 | -103.603582 | 0 |
6,731 | 2020-06-23 05:06:47 | 3,541,687,240,161,491 | fraud_Streich, Dietrich and Barton | shopping_net | 4.71 | Mark | Nguyen | M | 62631 Ashley Ramp Apt. 965 | Sea Island | GA | 31,561 | 31.1989 | -81.3322 | 298 | Engineer, structural | 1963-04-22 | bfa89ddbece36e7e1a8485a7007bf232 | 1,371,964,007 | 32.090378 | -81.5732 | 0 |
6,732 | 2020-06-23 05:07:03 | 2,222,001,896,600,109 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 324.12 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | f08e20d5e90d45a1923a4b56d42cf56f | 1,371,964,023 | 39.418667 | -90.671104 | 0 |
6,733 | 2020-06-23 05:07:06 | 371,034,293,500,716 | fraud_Terry, Johns and Bins | misc_pos | 5.07 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | 8a56a9821617f6fb7f3acff158c02d09 | 1,371,964,026 | 39.441352 | -120.832699 | 0 |
6,734 | 2020-06-23 05:07:24 | 30,273,037,698,427 | fraud_Parisian and Sons | gas_transport | 71.37 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | bb51ddea9285a725c8b17bb99542eca9 | 1,371,964,044 | 35.100953 | -91.599928 | 0 |
6,735 | 2020-06-23 05:08:28 | 3,525,590,521,269,779 | fraud_Kutch, Hermiston and Farrell | gas_transport | 76.07 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | 94efd33a4c428ad5fec46ada43ab7455 | 1,371,964,108 | 36.457344 | -79.903762 | 0 |
6,736 | 2020-06-23 05:09:15 | 4,474,324,669,797,121 | fraud_Jaskolski-Vandervort | misc_net | 23.67 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | 38110b41720ef5320ec13780c472074b | 1,371,964,155 | 38.06938 | -118.368739 | 0 |
6,737 | 2020-06-23 05:09:34 | 376,656,886,990,758 | fraud_Ledner-Pfannerstill | gas_transport | 72.86 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | 1559126b28a270a18721facc8a3fef4c | 1,371,964,174 | 31.785167 | -93.831209 | 0 |
6,738 | 2020-06-23 05:11:03 | 4,048,508,450,704,760 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 110.5 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 72f808ee4f944c4709501ae84ee411e1 | 1,371,964,263 | 41.648757 | -98.314511 | 0 |
6,739 | 2020-06-23 05:11:43 | 6,595,970,453,799,027 | fraud_Jenkins, Hauck and Friesen | gas_transport | 69.58 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 6f9ab11e79ad5e64b26706213d16c03a | 1,371,964,303 | 40.514972 | -73.997058 | 0 |
6,740 | 2020-06-23 05:11:43 | 2,248,735,346,244,816 | fraud_Strosin-Cruickshank | grocery_pos | 139.1 | Jacob | Weber | M | 29156 Mark Park Apt. 108 | Utica | KS | 67,584 | 38.6411 | -100.138 | 269 | Product/process development scientist | 1962-11-11 | 7eb8bc7107361fa5e234660c10e5cb2b | 1,371,964,303 | 39.007883 | -99.291165 | 0 |
6,741 | 2020-06-23 05:11:51 | 676,326,610,042 | fraud_Brown PLC | misc_net | 281.57 | Jacqueline | Caldwell | F | 54220 April Union Suite 403 | Riverview | MI | 48,193 | 42.1782 | -83.2461 | 15,623 | Writer | 1993-11-02 | ad4f326bb708ba6a8d767f651c88acb1 | 1,371,964,311 | 42.456623 | -83.883362 | 0 |
6,742 | 2020-06-23 05:11:59 | 343,668,971,234,893 | fraud_Metz-Boehm | shopping_pos | 6.94 | Sally | Moore | F | 835 Reese Views Suite 884 | Hopkins | SC | 29,061 | 33.9349 | -80.8449 | 13,717 | Chiropodist | 1949-11-16 | c425a7977a3ec3ebfbe12abbec05270f | 1,371,964,319 | 33.848903 | -81.644479 | 0 |
6,743 | 2020-06-23 05:12:38 | 2,235,613,922,823,698 | fraud_Conroy-Cruickshank | gas_transport | 45.56 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 1c46b408611f7e5d1a6d844419fdf0d1 | 1,371,964,358 | 43.55626 | -104.709107 | 0 |
6,744 | 2020-06-23 05:13:11 | 375,534,208,663,984 | fraud_Stokes, Christiansen and Sipes | grocery_net | 53.85 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | 5767cdc0715d6bc2264c6376f21e52fa | 1,371,964,391 | 37.929048 | -78.981439 | 0 |
6,745 | 2020-06-23 05:13:27 | 4,904,681,492,230,012 | fraud_Kutch LLC | gas_transport | 49.31 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 990f7a0701141fb646d897d292b64743 | 1,371,964,407 | 41.032078 | -74.597909 | 0 |
6,746 | 2020-06-23 05:14:06 | 6,011,542,681,743,618 | fraud_Huels-Nolan | gas_transport | 56.18 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | e399ce701583527db40a51ef1ba005b6 | 1,371,964,446 | 39.5747 | -77.787691 | 0 |
6,747 | 2020-06-23 05:14:10 | 3,531,129,874,770,000 | fraud_Mante Group | misc_net | 9.03 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 770bb9b5d5f8e6c9172173f41a749791 | 1,371,964,450 | 43.077127 | -73.299585 | 0 |
6,748 | 2020-06-23 05:15:19 | 4,939,976,756,738,216 | fraud_Doyle Ltd | grocery_pos | 186.65 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | e73ca8a2785d1731d0983b92f12f09ce | 1,371,964,519 | 25.918971 | -99.766058 | 0 |
6,749 | 2020-06-23 05:15:26 | 676,308,307,625 | fraud_Kutch-Hegmann | grocery_net | 47.06 | Donald | Evans | M | 1287 Michael Roads | Washoe Valley | NV | 89,704 | 39.2669 | -119.8174 | 4,290 | Animal nutritionist | 1989-12-10 | d20fc5e334c8859985a72ada9a8ff52a | 1,371,964,526 | 40.073373 | -118.862971 | 0 |
6,750 | 2020-06-23 05:16:46 | 60,422,928,733 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 2.97 | Jeffrey | Powers | M | 38352 Parrish Road Apt. 652 | North Augusta | SC | 29,860 | 33.6028 | -81.9748 | 46,944 | Secondary school teacher | 1942-04-02 | eda2a60ecc72cf6ecda2c5d6406b62a5 | 1,371,964,606 | 33.974628 | -82.632512 | 0 |
6,751 | 2020-06-23 05:17:18 | 3,501,365,119,557,234 | fraud_Marks Inc | gas_transport | 45.92 | Danielle | Allen | F | 87198 Macias Drive Suite 389 | Loving | NM | 88,256 | 32.274 | -104.0914 | 1,925 | Educational psychologist | 1952-05-26 | 127575d9ed77c51ff18e8cf5b3d75b04 | 1,371,964,638 | 31.464022 | -103.955795 | 0 |
6,752 | 2020-06-23 05:17:57 | 30,404,291,151,692 | fraud_Schmeler Inc | misc_pos | 3.22 | Savannah | Lewis | F | 537 Walker Freeway | North Tonawanda | NY | 14,120 | 43.0498 | -78.851 | 45,100 | Ambulance person | 1993-10-25 | 5bfa4ed1248c0cbaf32bb00a5f5f90f4 | 1,371,964,677 | 43.298817 | -78.194202 | 0 |
6,753 | 2020-06-23 05:19:14 | 4,760,122,961,662 | fraud_Bins-Rice | gas_transport | 59.24 | Robert | Jordan | M | 4602 Lopez Glens Suite 900 | Arcadia | OH | 44,804 | 41.1116 | -83.502 | 1,202 | Curator | 1933-03-01 | 4f82f648830b214b828a0c3598cd56fd | 1,371,964,754 | 40.130468 | -83.949391 | 0 |
6,754 | 2020-06-23 05:19:22 | 4,670,613,943,676,271 | fraud_Bogisich Inc | grocery_pos | 139.18 | Bianca | Novak | F | 0953 David Skyway | Cuthbert | GA | 39,840 | 31.7706 | -84.7936 | 5,726 | Fitness centre manager | 1947-08-14 | 2d43f4d1cc733a26628e62c505b33f56 | 1,371,964,762 | 32.693491 | -84.466908 | 0 |
6,755 | 2020-06-23 05:19:47 | 180,046,765,320,457 | fraud_Macejkovic-Lesch | shopping_pos | 9.7 | Jared | Camacho | M | 4257 Perez Mall | Canton | OH | 44,702 | 40.8027 | -81.3739 | 192,805 | Building control surveyor | 1963-06-30 | d0ebd7584f593f0062dcc9c433500da8 | 1,371,964,787 | 41.613787 | -80.967595 | 0 |
6,756 | 2020-06-23 05:19:49 | 4,716,561,796,955,522 | fraud_Friesen-Stamm | gas_transport | 57.98 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 90bcc30b4ed4de39ed3263af2f8d8fa0 | 1,371,964,789 | 48.212855 | -112.982835 | 0 |
6,757 | 2020-06-23 05:20:10 | 676,369,110,710 | fraud_Kutch-Hegmann | grocery_net | 55.78 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 32da74277762e4f481912f2797735ddd | 1,371,964,810 | 41.658396 | -83.587013 | 0 |
6,758 | 2020-06-23 05:20:34 | 6,011,438,889,172,900 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 186.41 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 406b8db850a1efa7e971be6839ce254f | 1,371,964,834 | 33.765258 | -91.140987 | 0 |
6,759 | 2020-06-23 05:21:26 | 4,301,028,321,766,222,300 | fraud_Erdman-Kertzmann | gas_transport | 70.16 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | 65b312a6550a850827d25396382f99fa | 1,371,964,886 | 40.286244 | -80.31967 | 0 |
6,760 | 2020-06-23 05:21:33 | 4,651,007,077,623,147 | fraud_Kiehn-Emmerich | grocery_pos | 119.55 | Andrea | Lewis | F | 43075 Cohen Shoals | Ashford | WA | 98,304 | 46.7531 | -121.9898 | 759 | Video editor | 1956-09-14 | 16e8e0aeea5d350bacea63eabfc2d5e0 | 1,371,964,893 | 46.127266 | -121.306162 | 0 |
6,761 | 2020-06-23 05:21:39 | 3,560,725,013,359,375 | fraud_Kunde-Sanford | misc_net | 975.81 | Brooke | Smith | F | 63542 Luna Brook Apt. 012 | Notrees | TX | 79,759 | 31.8599 | -102.7413 | 23 | Cytogeneticist | 1969-09-15 | 7fe510bfd906aab9fd4b8aa05233a1df | 1,371,964,899 | 31.779431 | -103.246848 | 0 |
6,762 | 2020-06-23 05:21:42 | 30,328,384,440,870 | fraud_Kutch and Sons | grocery_pos | 143.78 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | 79a4ec578b4b4e4b2ad62cf55142d5a1 | 1,371,964,902 | 39.831014 | -92.574433 | 0 |
6,763 | 2020-06-23 05:22:20 | 4,935,858,973,307,492 | fraud_Strosin-Cruickshank | grocery_pos | 99 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | 6313ab04da4a905034506c3d297b02f1 | 1,371,964,940 | 32.63243 | -82.708302 | 0 |
6,764 | 2020-06-23 05:22:38 | 6,011,348,830,550,197 | fraud_Reilly, Heaney and Cole | gas_transport | 83.3 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 6698dc04ceb8b93490c1f8d5c7ba0444 | 1,371,964,958 | 34.033238 | -86.626067 | 0 |
6,765 | 2020-06-23 05:23:39 | 4,788,103,653,396 | fraud_Gutmann Ltd | grocery_net | 76.08 | Kristin | Williams | F | 36366 Smith Road | Miamisburg | OH | 45,342 | 39.6321 | -84.2675 | 36,784 | Investment banker, corporate | 1941-07-31 | 0bf1579bfc337e85c8f7ee0c08eabebf | 1,371,965,019 | 40.249037 | -84.623755 | 0 |
6,766 | 2020-06-23 05:23:42 | 180,036,456,789,979 | fraud_Huels-Hahn | gas_transport | 70.09 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 47c1d3bbfd19d5de496a1f0ab9b14c2d | 1,371,965,022 | 43.747445 | -90.794831 | 0 |
6,767 | 2020-06-23 05:23:47 | 373,905,417,449,658 | fraud_Turcotte-Halvorson | misc_pos | 91.53 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 957d50ed936aff3818a07bae00d195db | 1,371,965,027 | 31.037312 | -98.248667 | 0 |
6,768 | 2020-06-23 05:24:49 | 630,425,673,344 | fraud_Cummerata-Jones | gas_transport | 64.25 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | 9f3558a05cfb8e5293963c70c35a2f03 | 1,371,965,089 | 38.726223 | -79.723621 | 0 |
6,769 | 2020-06-23 05:25:14 | 2,252,055,259,910,912 | fraud_Sawayn PLC | shopping_pos | 125.28 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | 6a54eb3500b0e01d6b691fc6d733aaee | 1,371,965,114 | 44.241127 | -89.246153 | 0 |
6,770 | 2020-06-23 05:25:54 | 38,580,485,618,059 | fraud_Bashirian Group | shopping_net | 142.09 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | 2c1433122a29c523a3454784c683d88b | 1,371,965,154 | 49.336401 | -103.659846 | 0 |
6,771 | 2020-06-23 05:26:36 | 4,220,345,354,880 | fraud_Schultz, Simonis and Little | grocery_pos | 77.27 | Patrick | Torres | M | 27386 Snyder Station | Oxford | MI | 48,371 | 42.8223 | -83.2829 | 24,840 | Agricultural consultant | 1960-01-20 | 02fa965c3faf0ab4d5dbbe7e7ffc915e | 1,371,965,196 | 41.933003 | -83.506061 | 0 |
6,772 | 2020-06-23 05:28:11 | 3,535,808,924,394,848 | fraud_Towne, Walker and Borer | grocery_net | 54.14 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | 03152a4bfe67f364ae0b428ae9cc2069 | 1,371,965,291 | 40.218061 | -88.414333 | 0 |
6,773 | 2020-06-23 05:28:49 | 349,612,764,943,496 | fraud_Hudson-Ratke | grocery_pos | 98.42 | Xavier | Beltran | M | 61107 Edwards Dam Apt. 463 | Big Creek | KY | 40,914 | 37.1046 | -83.5706 | 467 | Psychologist, forensic | 1984-06-04 | 0f6c0e21081d7a7d55402e43820a07aa | 1,371,965,329 | 36.619731 | -84.070348 | 0 |
6,774 | 2020-06-23 05:28:58 | 375,767,678,113,375 | fraud_VonRueden Group | grocery_net | 122.57 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | f01aea9b167dbf1229d078eb55fc951e | 1,371,965,338 | 39.170037 | -79.419945 | 0 |
6,775 | 2020-06-23 05:30:11 | 676,195,318,214 | fraud_Connelly, Reichert and Fritsch | gas_transport | 63.16 | Brandy | Quinn | F | 9734 Beard Fields Suite 885 | Altair | TX | 77,412 | 29.6047 | -96.5249 | 106 | Editor, film/video | 1983-07-24 | 3f55a6517ed7a16e855d6535d139f6c7 | 1,371,965,411 | 30.468486 | -96.745835 | 0 |
6,776 | 2020-06-23 05:30:13 | 581,686,439,828 | fraud_Jones, Sawayn and Romaguera | misc_net | 321.61 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 4f0b2c58fa619624a23fea32926fb9ba | 1,371,965,413 | 41.495371 | -80.937884 | 0 |
6,777 | 2020-06-23 05:30:19 | 4,769,426,683,924,059,000 | fraud_Kerluke PLC | misc_net | 7.95 | Andrea | Cruz | F | 26572 Hodge Villages Suite 512 | Mifflin | PA | 17,058 | 40.5553 | -77.4001 | 1,909 | Mining engineer | 1954-08-22 | fb5e0a12be04c3e32f118e63010fd137 | 1,371,965,419 | 40.468924 | -76.750959 | 0 |
6,778 | 2020-06-23 05:30:51 | 2,713,913,904,780,408 | fraud_Bauch-Blanda | entertainment | 3.8 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 35f7fa4daf17074bb5f285c627695cb9 | 1,371,965,451 | 31.96302 | -91.680052 | 0 |
6,779 | 2020-06-23 05:31:18 | 180,067,784,565,096 | fraud_Stoltenberg-Beatty | shopping_pos | 7.28 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | 9408798248d688b85ce1af1bfb889b33 | 1,371,965,478 | 42.304677 | -88.406021 | 0 |
6,780 | 2020-06-23 05:31:21 | 2,713,913,904,780,408 | fraud_Huel Ltd | misc_net | 3.59 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 05bfcddfad6aa67bda5cab9e9cb84dff | 1,371,965,481 | 32.952381 | -91.305765 | 0 |
6,781 | 2020-06-23 05:32:14 | 30,150,717,898,388 | fraud_Goyette Inc | shopping_net | 313.64 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | 636228d29b5a2d5ee437614c83bcf508 | 1,371,965,534 | 34.448935 | -86.342051 | 0 |
6,782 | 2020-06-23 05:32:30 | 4,642,255,475,285,942 | fraud_Kuhn LLC | misc_net | 48.42 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | a208d12a899586a5eb2fb3a4ed9f4fcc | 1,371,965,550 | 38.446101 | -108.790882 | 0 |
6,783 | 2020-06-23 05:32:57 | 4,859,525,594,182,537 | fraud_Cummerata-Jones | gas_transport | 71.18 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | 04154bf5c0f40724787b06c4504db5d5 | 1,371,965,577 | 41.180658 | -75.507173 | 0 |
6,784 | 2020-06-23 05:33:35 | 2,475,085,306,462,014 | fraud_Raynor, Feest and Miller | gas_transport | 65.81 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | 93825ecaf114115d83f909e230bc68f2 | 1,371,965,615 | 44.963437 | -94.592317 | 0 |
6,785 | 2020-06-23 05:33:46 | 3,543,591,270,174,051 | fraud_Zieme, Bode and Dooley | gas_transport | 62.82 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | 5998ccae677718cd47eb5fe16a22a5c0 | 1,371,965,626 | 41.255397 | -78.078554 | 0 |
6,786 | 2020-06-23 05:34:29 | 3,595,192,916,105,588 | fraud_Koss and Sons | gas_transport | 82.57 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 57b8a790fc9072748441dcec29e22ee6 | 1,371,965,669 | 35.86129 | -79.18289 | 0 |
6,787 | 2020-06-23 05:34:35 | 6,592,074,504,369,261 | fraud_Rutherford, Homenick and Bergstrom | grocery_net | 62.54 | Amanda | Molina | F | 8425 Daniel Knolls Suite 288 | Philadelphia | PA | 19,154 | 40.0897 | -74.9781 | 1,526,206 | Commercial horticulturist | 1972-05-23 | 11b9ff0b8f385fc792aca08f54a85555 | 1,371,965,675 | 40.814845 | -74.793397 | 0 |
6,788 | 2020-06-23 05:35:29 | 372,520,049,757,633 | fraud_Casper, Hand and Zulauf | grocery_pos | 55.36 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 1b18db4f1c97835290d15711b17d56e2 | 1,371,965,729 | 49.476081 | -93.652547 | 0 |
6,789 | 2020-06-23 05:36:05 | 30,376,238,035,123 | fraud_Fisher Inc | shopping_net | 7.8 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | 386924dd34ce88f6c5124b1833f6531a | 1,371,965,765 | 43.571087 | -124.807989 | 0 |
6,790 | 2020-06-23 05:36:10 | 4,740,713,119,940,984 | fraud_Gerlach Inc | shopping_net | 9.81 | Heather | Hines | F | 13776 Hicks Plains | Pomona | NY | 10,970 | 41.1901 | -74.0436 | 9,993 | Pensions consultant | 1962-10-16 | 8431fa1fdbda57835e2eb3cfec180efc | 1,371,965,770 | 40.326114 | -74.868443 | 0 |
6,791 | 2020-06-23 05:36:29 | 6,011,934,240,159,560 | fraud_Flatley-Durgan | misc_net | 97.13 | Joshua | Cohen | M | 426 Mark Ports | Brooklin | ME | 4,616 | 44.2541 | -68.5565 | 824 | Loss adjuster, chartered | 1974-11-02 | eaf4c46928792d8ef897a62dc53b7805 | 1,371,965,789 | 44.499821 | -67.67592 | 0 |
6,792 | 2020-06-23 05:36:30 | 180,067,151,859,700 | fraud_Ferry, Reichel and DuBuque | grocery_net | 80.25 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | 68e8807ce6d4e074b983e0b42734a7d9 | 1,371,965,790 | 40.712506 | -87.883115 | 0 |
6,793 | 2020-06-23 05:36:47 | 4,355,790,796,238,265,000 | fraud_Lebsack and Sons | misc_net | 3.68 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | 1996963aef2ae6d3d36be3fbc613ff4c | 1,371,965,807 | 40.566866 | -90.945074 | 0 |
6,794 | 2020-06-23 05:37:47 | 4,855,488,158,131,690,000 | fraud_Wiza LLC | misc_pos | 38.86 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | 35142fd33c6af54707bed050e34f727a | 1,371,965,867 | 44.501758 | -73.029572 | 0 |
6,795 | 2020-06-23 05:38:05 | 676,118,385,837 | fraud_Streich, Hansen and Veum | gas_transport | 43.81 | Katelyn | Wise | F | 674 Maureen Summit Apt. 276 | Scotts Mills | OR | 97,375 | 44.9897 | -122.6187 | 1,252 | Engineer, petroleum | 1937-02-06 | 79695c032994b34d988faab172f9faae | 1,371,965,885 | 44.125364 | -121.640714 | 0 |
6,796 | 2020-06-23 05:38:31 | 4,134,456,652,433,447 | fraud_Turner, Ruecker and Parisian | misc_pos | 7.35 | Lawrence | Ellis | M | 1471 Alicia Flat Apt. 993 | Springfield Gardens | NY | 11,413 | 40.6645 | -73.7559 | 38,912 | Production manager | 1961-11-07 | 62acac26327567302faa7649f4638fed | 1,371,965,911 | 39.695613 | -73.389625 | 0 |
6,797 | 2020-06-23 05:38:32 | 4,512,828,414,983,802,000 | fraud_Rowe, Batz and Goodwin | grocery_pos | 47.45 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 63b12fc0a5d96635c786ea0e10c1900c | 1,371,965,912 | 40.028493 | -79.536187 | 0 |
6,798 | 2020-06-23 05:38:46 | 6,011,693,194,885,790 | fraud_Kuvalis Ltd | gas_transport | 44.6 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 7ec5a0a0262855c07c2add9fd8bbc619 | 1,371,965,926 | 44.826649 | -94.015797 | 0 |
6,799 | 2020-06-23 05:39:01 | 4,294,930,380,592 | fraud_Boyer PLC | shopping_net | 6.23 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | df29906cb30a5eeda8d13e8d5e1f2524 | 1,371,965,941 | 37.404116 | -79.152393 | 0 |
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