Unnamed: 0 int64 | trans_date_trans_time string | cc_num int64 | merchant string | category string | amt float64 | first string | last string | gender string | street string | city string | state string | zip int64 | lat float64 | long float64 | city_pop int64 | job string | dob string | trans_num string | unix_time int64 | merch_lat float64 | merch_long float64 | is_fraud int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11,100 | 2019-01-07 15:47:30 | 6,501,313,409,525,696 | fraud_Larkin Ltd | kids_pets | 90.15 | Carrie | Lewis | F | 28925 Powell Mountains Apt. 762 | Pecos | TX | 79,772 | 31.4467 | -103.5791 | 12,747 | Merchandiser, retail | 1987-05-05 | bf0a70f737c3dec77967b3dcf5223432 | 1,325,951,250 | 32.243828 | -103.372803 | 0 |
11,101 | 2019-01-07 15:47:41 | 36,722,699,017,270 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 97.38 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | ca968224772aa6ed62da9e8b6e10e9c0 | 1,325,951,261 | 32.568657 | -110.899572 | 0 |
11,102 | 2019-01-07 15:47:43 | 4,839,043,708,100,390 | fraud_Parker, Nolan and Trantow | entertainment | 73.67 | Meredith | Campbell | F | 043 Hanson Turnpike | Hedrick | IA | 52,563 | 41.1826 | -92.3097 | 1,583 | Geochemist | 1999-06-28 | 884d8921f067da8288c2cc8b360b82c1 | 1,325,951,263 | 41.976048 | -92.765625 | 0 |
11,103 | 2019-01-07 15:47:45 | 3,556,613,125,071,656 | fraud_Weimann-Lockman | kids_pets | 21.43 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 23b76f7652a45f70d9d3d0a87d23991e | 1,325,951,265 | 29.005707 | -96.413393 | 0 |
11,104 | 2019-01-07 15:48:15 | 6,544,734,391,390,261 | fraud_Goyette-Gerhold | kids_pets | 38.78 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 64c4cdfcd3be0b57890b6cf25b813daf | 1,325,951,295 | 41.766291 | -86.534593 | 0 |
11,105 | 2019-01-07 15:49:44 | 4,646,845,581,490,336,000 | fraud_Fritsch and Sons | health_fitness | 117.76 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 04a110f68ed7e24374b69ded2fab72dc | 1,325,951,384 | 41.465251 | -72.480659 | 0 |
11,106 | 2019-01-07 15:49:47 | 3,521,417,320,836,166 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 124.6 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 51497ab6292277b61d9a03080f7cc690 | 1,325,951,387 | 39.735547 | -86.770573 | 0 |
11,107 | 2019-01-07 15:50:39 | 3,538,520,143,479,972 | fraud_Pollich LLC | home | 6.89 | Cassandra | Nunez | F | 9572 Austin Forge Suite 612 | Clay Center | OH | 43,408 | 41.5686 | -83.3632 | 269 | Insurance underwriter | 1965-09-15 | 1c1a7dd46558ad819a84fddee95475c2 | 1,325,951,439 | 41.530045 | -82.526112 | 0 |
11,108 | 2019-01-07 15:50:56 | 4,822,367,783,500,458 | fraud_Ritchie, Bradtke and Stiedemann | travel | 9.59 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | 1a3e796a9bec5a145f73f13e802e3695 | 1,325,951,456 | 27.592289 | -82.457818 | 0 |
11,109 | 2019-01-07 15:51:04 | 373,905,417,449,658 | fraud_McCullough, Hudson and Schuster | food_dining | 93.69 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | fd36edd1b0daf682b83dedea643dd4fa | 1,325,951,464 | 31.321636 | -97.973296 | 0 |
11,110 | 2019-01-07 15:51:15 | 3,577,578,023,716,568 | fraud_Kilback and Sons | entertainment | 45.81 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 22eeedf2425d3bc3eb28945aed5e6977 | 1,325,951,475 | 41.97457 | -80.237869 | 0 |
11,111 | 2019-01-07 15:51:26 | 30,199,621,383,748 | fraud_Jast Ltd | shopping_net | 8.31 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | 9de57de818dec8971f227d0570ffb441 | 1,325,951,486 | 32.790343 | -95.81146 | 0 |
11,112 | 2019-01-07 15:51:47 | 4,377,338,765,909,719 | fraud_Veum-Koelpin | travel | 5.05 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | 882a20f4cdd5dfb38caaf7071df21f87 | 1,325,951,507 | 35.399996 | -83.976961 | 0 |
11,113 | 2019-01-07 15:52:56 | 180,036,456,789,979 | fraud_Hermann-Gaylord | misc_pos | 502.03 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | b7bb78f2eab14a6f5cc15dfb09d427e5 | 1,325,951,576 | 42.554197 | -90.849713 | 0 |
11,114 | 2019-01-07 15:53:32 | 4,306,586,894,261,180 | fraud_Mosciski Group | travel | 17.09 | Renee | Walls | F | 86542 Jessica Fords Apt. 706 | Veedersburg | IN | 47,987 | 40.1186 | -87.2602 | 4,049 | Development worker, community | 1959-10-19 | bfbab9c0701a2f344e71f29c652cc950 | 1,325,951,612 | 39.263516 | -86.946625 | 0 |
11,115 | 2019-01-07 15:54:02 | 4,319,584,480,204,989,000 | fraud_Lynch-Wisozk | home | 34.69 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | dc1b7a4ca15bb8489a620558a9bd7067 | 1,325,951,642 | 36.744801 | -82.963184 | 0 |
11,116 | 2019-01-07 15:54:28 | 3,523,898,249,167,098 | fraud_Prosacco LLC | personal_care | 28.53 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 9c94e9187c275d6d6ec2d72bf6c04dc0 | 1,325,951,668 | 41.726397 | -74.014425 | 0 |
11,117 | 2019-01-07 15:55:19 | 2,720,433,095,629,877 | fraud_Crist, Jakubowski and Littel | home | 55.73 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 854982a06f2c441244545b659f1ce545 | 1,325,951,719 | 43.417832 | -70.537147 | 0 |
11,118 | 2019-01-07 15:55:26 | 213,178,765,398,315 | fraud_Baumbach Ltd | personal_care | 55.69 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | f0716b41fce54f5b88b0e3c2e934d55a | 1,325,951,726 | 42.578167 | -107.501096 | 0 |
11,119 | 2019-01-07 15:55:43 | 4,587,577,161,160,601 | fraud_Quitzon-Goyette | home | 55.44 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 1e67a4d30872e58f2bd182d0cd2a066c | 1,325,951,743 | 43.400359 | -70.425353 | 0 |
11,120 | 2019-01-07 15:56:44 | 371,009,169,330,125 | fraud_Dooley-Thompson | misc_net | 8.51 | Randall | Burgess | M | 393 Carroll Route Suite 197 | Norman Park | GA | 31,771 | 31.2462 | -83.6549 | 5,666 | Rural practice surveyor | 2003-09-14 | 11e60adde8b5497e96317cf404178ed1 | 1,325,951,804 | 31.684754 | -84.602241 | 0 |
11,121 | 2019-01-07 15:57:33 | 4,302,480,582,202,074 | fraud_Leannon-Ward | food_dining | 65.8 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | 114f2f0605bbd2e9183db5bd2212c08a | 1,325,951,853 | 43.026927 | -87.178303 | 0 |
11,122 | 2019-01-07 15:58:00 | 213,163,860,545,705 | fraud_Prosacco, Kreiger and Kovacek | home | 83.01 | Mark | Tyler | M | 82201 Bradley Radial Suite 703 | Avera | GA | 30,803 | 33.141 | -82.515 | 741 | Claims inspector/assessor | 1986-04-28 | eb4d4bd9551be3898ae875a2e73861aa | 1,325,951,880 | 34.101124 | -82.816279 | 0 |
11,123 | 2019-01-07 15:59:17 | 3,577,578,023,716,568 | fraud_Kihn Inc | shopping_pos | 8.96 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 46a47db119ca67c8c6b9be48942b08d4 | 1,325,951,957 | 42.085262 | -81.971936 | 0 |
11,124 | 2019-01-07 15:59:51 | 30,238,755,902,988 | fraud_Langworth LLC | personal_care | 19.24 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 776e3c24c1d605e803f886452aa58f4d | 1,325,951,991 | 31.229446 | -96.347983 | 0 |
11,125 | 2019-01-07 16:00:12 | 30,175,986,190,993 | fraud_Lubowitz-Walter | kids_pets | 21.68 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | 2b60ae0c1361cd4ebc19874c53d74d25 | 1,325,952,012 | 47.26432 | -95.218996 | 0 |
11,126 | 2019-01-07 16:00:56 | 4,173,950,183,554,608 | fraud_Kerluke-Abshire | shopping_net | 8.97 | Stephen | Marshall | M | 47144 Roberts Keys | Monmouth Beach | NJ | 7,750 | 40.333 | -73.9809 | 3,279 | Health promotion specialist | 1978-10-05 | 3461f1954d0d34afc7b5b175e52c4158 | 1,325,952,056 | 39.50601 | -73.491687 | 0 |
11,127 | 2019-01-07 16:01:11 | 4,671,727,014,157,745 | fraud_Schimmel-Olson | kids_pets | 6.03 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | 9a1fe343314a7471e155d9ff9bfcaa16 | 1,325,952,071 | 40.769261 | -85.783459 | 0 |
11,128 | 2019-01-07 16:02:43 | 4,260,128,500,325 | fraud_Streich, Dietrich and Barton | shopping_net | 18.6 | Whitney | Gallagher | F | 0374 Courtney Islands Apt. 400 | Deane | KY | 41,812 | 37.2409 | -82.7696 | 230 | Conservation officer, historic buildings | 1997-08-04 | bfd08d131e9cdd53455d71c5c930c9a8 | 1,325,952,163 | 36.640721 | -82.568907 | 0 |
11,129 | 2019-01-07 16:02:59 | 371,284,100,299,909 | fraud_Watsica, Haag and Considine | shopping_pos | 7.64 | Hannah | Thomas | F | 1004 Willis Pass | Hedley | TX | 79,237 | 34.8698 | -100.6806 | 513 | Early years teacher | 1976-05-24 | aa6c37f63a9a291e929895c0eb7869fd | 1,325,952,179 | 34.649018 | -100.001754 | 0 |
11,130 | 2019-01-07 16:03:31 | 343,472,729,187,663 | fraud_Langworth LLC | personal_care | 72.54 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | 0f28888d4c785196b3698f2427ab9fc0 | 1,325,952,211 | 43.85018 | -70.508219 | 0 |
11,131 | 2019-01-07 16:03:49 | 4,358,137,750,029,945,000 | fraud_Bode-Schuster | kids_pets | 140.39 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | bc75aaaa11f0d51b18a3f6318afd3f1d | 1,325,952,229 | 42.265523 | -91.793907 | 0 |
11,132 | 2019-01-07 16:04:19 | 3,525,590,521,269,779 | fraud_Ernser-Lynch | food_dining | 104.63 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | c971bcba9e27814dc1e52cb12c3bae05 | 1,325,952,259 | 35.81976 | -79.037279 | 0 |
11,133 | 2019-01-07 16:04:23 | 343,472,729,187,663 | fraud_Kutch-Wilderman | home | 59.44 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | b5fb38e562ce0d601f4c461ee6d4fad3 | 1,325,952,263 | 43.374585 | -71.778458 | 0 |
11,134 | 2019-01-07 16:04:30 | 30,518,206,766,474 | fraud_Fahey Inc | kids_pets | 32.39 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | 7b3a18565fa0383ffb588744216d4c60 | 1,325,952,270 | 36.36557 | -89.592051 | 0 |
11,135 | 2019-01-07 16:05:07 | 3,534,330,126,107,879 | fraud_Schulist Ltd | food_dining | 56.88 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | 0ba6e8995ae17fa83d26f11ae298e9eb | 1,325,952,307 | 44.773814 | -107.98555 | 0 |
11,136 | 2019-01-07 16:06:22 | 4,584,931,703,207,308,300 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 60.49 | Amanda | Gomez | F | 8152 Brittany Centers | Dallas | TX | 75,218 | 32.8463 | -96.6972 | 1,263,321 | Designer, ceramics/pottery | 1975-04-16 | 90f38601514e18ce6f20676ab6b04b74 | 1,325,952,382 | 33.737342 | -97.073159 | 0 |
11,137 | 2019-01-07 16:07:04 | 346,273,234,529,002 | fraud_Hilpert-Conroy | kids_pets | 48.72 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | f44dd5e61d2e811b79d74b0f0709933d | 1,325,952,424 | 38.340363 | -80.363796 | 0 |
11,138 | 2019-01-07 16:07:08 | 3,544,606,805,704,278 | fraud_Dare-Marvin | entertainment | 62.97 | Carolyn | Thomas | F | 755 Solis Isle Suite 075 | New Memphis | IL | 62,266 | 38.4857 | -89.6816 | 254 | Magazine journalist | 1952-05-07 | 70534e71b27f1f9601517e764fb2b11d | 1,325,952,428 | 37.498999 | -89.414601 | 0 |
11,139 | 2019-01-07 16:08:00 | 3,598,215,285,024,754 | fraud_Metz, Russel and Metz | kids_pets | 58.75 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | dfde205e0664799f5e17c835e38637b7 | 1,325,952,480 | 41.592855 | -73.850436 | 0 |
11,140 | 2019-01-07 16:09:44 | 4,128,027,264,554,082 | fraud_Waelchi Inc | kids_pets | 26.01 | Kyle | Park | M | 7507 Larry Passage Suite 859 | Mount Perry | OH | 43,760 | 39.8788 | -82.188 | 1,831 | Barrister's clerk | 1953-10-18 | 2d074ce035e72d7eb9ef597f59507eb9 | 1,325,952,584 | 40.822201 | -82.111336 | 0 |
11,141 | 2019-01-07 16:11:11 | 6,528,911,529,051,375 | fraud_Goyette-Herzog | travel | 8.54 | Diane | Smith | F | 195 Murray Overpass Apt. 384 | Winter | WI | 54,896 | 45.8327 | -91.0144 | 1,478 | Neurosurgeon | 1965-04-27 | 6c1e90313cdc766c133c849f3dfd40db | 1,325,952,671 | 45.122154 | -91.673196 | 0 |
11,142 | 2019-01-07 16:11:25 | 213,161,293,389,774 | fraud_Bode-Rempel | kids_pets | 263.67 | Catherine | Weber | F | 74890 Rodriguez Springs Apt. 540 | West Henrietta | NY | 14,586 | 43.0397 | -77.6871 | 10,256 | Teacher, primary school | 1968-06-24 | 309491b59c5e6e0bedc1b48969119b47 | 1,325,952,685 | 42.587873 | -76.997966 | 0 |
11,143 | 2019-01-07 16:12:21 | 36,913,587,729,122 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 588.42 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 42ecebf1286944ebb0b9a1bcfd74c2da | 1,325,952,741 | 43.846518 | -117.223864 | 0 |
11,144 | 2019-01-07 16:12:24 | 4,640,395,708,703 | fraud_Schaefer Ltd | kids_pets | 52.46 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | 3d6f46b598248040ebf36f1318c97126 | 1,325,952,744 | 30.392443 | -92.008748 | 0 |
11,145 | 2019-01-07 16:13:19 | 3,589,289,942,931,264 | fraud_Abbott-Rogahn | entertainment | 10.89 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | edc048cfe472ea98eb7f934a3a06ff2f | 1,325,952,799 | 43.136116 | -97.207751 | 0 |
11,146 | 2019-01-07 16:14:00 | 180,047,222,886,866 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 3.15 | Christine | Shaffer | F | 14017 Thomas Plaza | Loami | IL | 62,661 | 39.6704 | -89.8588 | 1,213 | English as a foreign language teacher | 1991-04-22 | 5f1ab7e9d85873412b9763e37b977319 | 1,325,952,840 | 39.884743 | -89.889119 | 0 |
11,147 | 2019-01-07 16:14:50 | 4,716,561,796,955,522 | fraud_Buckridge PLC | misc_pos | 11.31 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 6a6bcafe9f2500982be7714d8dc630b4 | 1,325,952,890 | 47.955814 | -113.618369 | 0 |
11,148 | 2019-01-07 16:15:03 | 581,686,439,828 | fraud_Dibbert-Green | entertainment | 15.11 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | d647396975fb42e4f81de17e5e244726 | 1,325,952,903 | 41.068489 | -79.620139 | 0 |
11,149 | 2019-01-07 16:15:55 | 6,011,252,220,172,077 | fraud_Nienow, Ankunding and Collier | misc_pos | 60.3 | Melvin | Wright | M | 210 Dean Causeway Suite 130 | Alton | IA | 51,003 | 42.9782 | -96.0173 | 1,700 | Engineer, land | 2001-12-19 | 395ed0b73315eebdb1d1877a10bd8a40 | 1,325,952,955 | 43.805037 | -96.888225 | 0 |
11,150 | 2019-01-07 16:16:10 | 2,712,209,726,293,386 | fraud_Price Inc | shopping_net | 312 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | edc5c8c87b22030f57aa1b3c529ade25 | 1,325,952,970 | 30.909909 | -90.793886 | 0 |
11,151 | 2019-01-07 16:16:18 | 30,150,717,898,388 | fraud_Wilkinson LLC | personal_care | 96.77 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | 8434b0ccd2c79ea2b51a1692d20f6f2f | 1,325,952,978 | 34.445541 | -86.500845 | 0 |
11,152 | 2019-01-07 16:16:21 | 4,607,072,969,078,276 | fraud_Gutmann, McLaughlin and Wiza | home | 13.02 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 33a0a3762ceb5e96f2971532016a2be3 | 1,325,952,981 | 36.256096 | -96.65296 | 0 |
11,153 | 2019-01-07 16:17:31 | 3,546,897,637,165,774 | fraud_Dare-Gibson | health_fitness | 73.13 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | 74b4fe235033795a96b6eb700fc878f9 | 1,325,953,051 | 31.62721 | -96.916884 | 0 |
11,154 | 2019-01-07 16:18:41 | 4,646,845,581,490,336,000 | fraud_Ankunding LLC | shopping_net | 46.61 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | c5ee55891f8e33e988770203c4599568 | 1,325,953,121 | 41.212605 | -72.676531 | 0 |
11,155 | 2019-01-07 16:19:43 | 4,841,313,716,651,064 | fraud_Abbott-Rogahn | entertainment | 79.5 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | 9e80c70e88d808365559fb13e710a8ed | 1,325,953,183 | 43.589048 | -71.894275 | 0 |
11,156 | 2019-01-07 16:20:12 | 3,549,202,406,645,667 | fraud_Kozey-Kuhlman | personal_care | 20.24 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | c78f135db4e39b4e3fdaec73eb0eb6f4 | 1,325,953,212 | 42.671344 | -69.820348 | 0 |
11,157 | 2019-01-07 16:20:44 | 4,742,883,543,039,288,000 | fraud_Bruen-Yost | misc_pos | 9.04 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | f766bef3f3170f90ca6b0eeca961d9fe | 1,325,953,244 | 20.594933 | -155.7195 | 0 |
11,158 | 2019-01-07 16:20:57 | 3,576,431,665,303,017 | fraud_Streich, Dietrich and Barton | shopping_net | 1.59 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | d317115e06bd054a9294ae0c24844aa7 | 1,325,953,257 | 33.62352 | -112.978724 | 0 |
11,159 | 2019-01-07 16:21:04 | 3,528,231,451,607,350 | fraud_Langworth LLC | personal_care | 35.23 | Lauren | Moreno | F | 83719 Wilson Shore | Heislerville | NJ | 8,324 | 39.224 | -74.9942 | 526 | Exercise physiologist | 1940-09-06 | 4481a563fc8ff0de3c242c1375548334 | 1,325,953,264 | 38.61416 | -74.805273 | 0 |
11,160 | 2019-01-07 16:21:24 | 3,560,336,828,629,935 | fraud_Kozey-Kuhlman | personal_care | 160.13 | Christopher | White | M | 13613 Hammond Ferry | Clutier | IA | 52,217 | 42.0789 | -92.3763 | 590 | Embryologist, clinical | 1953-03-30 | 761f8e90131907a7d929e75080a07729 | 1,325,953,284 | 42.757153 | -93.31103 | 0 |
11,161 | 2019-01-07 16:21:28 | 4,449,530,933,957,323 | fraud_Ratke and Sons | health_fitness | 124.56 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | e8a79565b841219ea52faf11f2579eda | 1,325,953,288 | 37.591004 | -123.358571 | 0 |
11,162 | 2019-01-07 16:21:46 | 4,158,945,090,781,624 | fraud_Runte-Mohr | food_dining | 49.74 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | 82c014f94cebb080146f244c310bea47 | 1,325,953,306 | 40.983082 | -79.316693 | 0 |
11,163 | 2019-01-07 16:22:10 | 3,567,697,931,646,329 | fraud_Cartwright-Harris | grocery_pos | 66.5 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 03978a67301b4afaac0b6f663a890138 | 1,325,953,330 | 42.767737 | -74.159231 | 0 |
11,164 | 2019-01-07 16:22:14 | 4,859,525,594,182,537 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 13.83 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | 6b831d6cfa24b5e4382fe7cf65d71558 | 1,325,953,334 | 42.796005 | -75.328335 | 0 |
11,165 | 2019-01-07 16:22:37 | 3,586,008,444,788,268 | fraud_Reichert, Rowe and Mraz | shopping_net | 206.21 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | f26f143ce9e3a5c6daf180fb30edf4c7 | 1,325,953,357 | 47.54717 | -121.88376 | 0 |
11,166 | 2019-01-07 16:22:38 | 340,953,839,692,349 | fraud_Connelly-Carter | home | 46.85 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | 9b79f3aa86188d9d369b947d2e059908 | 1,325,953,358 | 41.589058 | -83.040155 | 0 |
11,167 | 2019-01-07 16:23:08 | 4,951,647,200,979,051 | fraud_Hintz, Bauch and Smith | health_fitness | 74.87 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | 307720a7a99c730ec857e00baa48ccfb | 1,325,953,388 | 38.679209 | -88.720604 | 0 |
11,168 | 2019-01-07 16:23:59 | 342,319,985,983,023 | fraud_Torphy-Kertzmann | health_fitness | 74.77 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 14f17540207994e1d8967697a63e4ffc | 1,325,953,439 | 41.487263 | -73.803077 | 0 |
11,169 | 2019-01-07 16:23:59 | 675,990,301,623 | fraud_O'Keefe-Wisoky | food_dining | 23.48 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 97281618730f7a4f0cf19c18c3e8266a | 1,325,953,439 | 41.786447 | -73.655708 | 0 |
11,170 | 2019-01-07 16:24:09 | 4,742,883,543,039,288,000 | fraud_Spencer-Runolfsson | misc_pos | 3.92 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | 95cdc95d94b678a3e01889b496ca2f42 | 1,325,953,449 | 20.433307 | -154.4949 | 0 |
11,171 | 2019-01-07 16:25:15 | 4,147,608,975,828,480 | fraud_Stark-Koss | home | 318.94 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | aa3c759e7b2a0a7ba30ad9e696b0b513 | 1,325,953,515 | 44.187689 | -95.093506 | 0 |
11,172 | 2019-01-07 16:25:48 | 3,531,129,874,770,000 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 425.8 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | cf7fd3b265815e37a50e75b1f1110fcb | 1,325,953,548 | 43.828832 | -73.306316 | 0 |
11,173 | 2019-01-07 16:25:53 | 213,126,662,687,660 | fraud_Kilback LLC | food_dining | 67.27 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | 5302e000a940f679da186b1cdfa41bfe | 1,325,953,553 | 26.886069 | -99.439937 | 0 |
11,174 | 2019-01-07 16:26:36 | 213,191,402,330,021 | fraud_Labadie LLC | personal_care | 107.72 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | c87b40677e8400b52941045841966be7 | 1,325,953,596 | 42.03944 | -87.678673 | 0 |
11,175 | 2019-01-07 16:27:12 | 371,284,424,780,634 | fraud_Gottlieb-Hansen | personal_care | 149.2 | Jeremy | Moore | M | 574 Patricia Extensions | Lubbock | TX | 79,413 | 33.5466 | -101.8871 | 254,282 | Doctor, general practice | 1952-01-29 | c1148dfb6700761b286d75300518ca21 | 1,325,953,632 | 33.696089 | -101.358099 | 0 |
11,176 | 2019-01-07 16:27:49 | 3,586,955,669,388,457 | fraud_Schiller, Blanda and Johnson | home | 71.69 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | b61a3eb28b83751552797bc8dd9da923 | 1,325,953,669 | 40.319827 | -79.101684 | 0 |
11,177 | 2019-01-07 16:27:50 | 4,862,293,128,558 | fraud_Streich Ltd | home | 63.55 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | 8d3f3df89c4893b86ca07d280d421a72 | 1,325,953,670 | 40.408487 | -77.12859 | 0 |
11,178 | 2019-01-07 16:28:02 | 376,445,266,762,684 | fraud_Kertzmann LLC | health_fitness | 99.19 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 2e085898782832d774db47306755bd91 | 1,325,953,682 | 40.425787 | -100.549557 | 0 |
11,179 | 2019-01-07 16:28:49 | 30,561,214,688,470 | fraud_Hermiston, Russel and Price | food_dining | 1.14 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | 4bc470d28b897f9cd980e70ad19e3265 | 1,325,953,729 | 40.044859 | -74.888767 | 0 |
11,180 | 2019-01-07 16:28:53 | 4,482,427,013,979,020 | fraud_Hagenes, Hermann and Stroman | travel | 6.29 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | 453e4b83822cb61d7df708ed70484292 | 1,325,953,733 | 38.056424 | -82.090145 | 0 |
11,181 | 2019-01-07 16:28:56 | 213,141,712,584,544 | fraud_Hermiston, Pacocha and Smith | health_fitness | 8.51 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 76642910c5aff34376eb75942b886293 | 1,325,953,736 | 32.283648 | -90.208475 | 0 |
11,182 | 2019-01-07 16:29:23 | 581,686,439,828 | fraud_Stark-Batz | entertainment | 15.95 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 80312b35ff101e2bb0851f07cefbc833 | 1,325,953,763 | 42.000205 | -80.642945 | 0 |
11,183 | 2019-01-07 16:29:42 | 3,536,818,734,263,520 | fraud_Baumbach Ltd | personal_care | 44.36 | Gerald | Frank | M | 95793 Andrea Ville Suite 533 | Des Moines | IA | 50,314 | 41.603 | -93.633 | 222,785 | Interior and spatial designer | 1981-08-10 | 2bf7a8c792f3cfb5cd7fab76458426f5 | 1,325,953,782 | 42.100089 | -94.011655 | 0 |
11,184 | 2019-01-07 16:30:47 | 4,745,996,322,265 | fraud_Boyer PLC | misc_pos | 242.92 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 8f1d3e23945418b2e66d5ba3be097320 | 1,325,953,847 | 40.646825 | -87.05939 | 0 |
11,185 | 2019-01-07 16:31:33 | 6,597,888,193,422,452 | fraud_Fritsch and Sons | health_fitness | 44.69 | Bill | Lane | M | 4725 Hurst Curve Apt. 634 | Holliday | TX | 76,366 | 33.6751 | -98.6576 | 2,317 | Chief Technology Officer | 1964-08-23 | 5b7abe4d938883424d9ff501137e0e01 | 1,325,953,893 | 33.158492 | -98.52186 | 0 |
11,186 | 2019-01-07 16:31:42 | 213,178,765,398,315 | fraud_Quitzon-Goyette | home | 61.47 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | eb0feec1707500c9d12861b91bd8164c | 1,325,953,902 | 42.466164 | -108.992677 | 0 |
11,187 | 2019-01-07 16:32:05 | 3,577,663,406,369,449 | fraud_Grimes LLC | entertainment | 86.24 | Cody | Hooper | M | 7233 John Parks | Lepanto | AR | 72,354 | 35.6069 | -90.3359 | 2,470 | Counselling psychologist | 1968-10-06 | 3f6f1c897080b86f647dd1fb9c54da3d | 1,325,953,925 | 34.650105 | -90.689912 | 0 |
11,188 | 2019-01-07 16:33:13 | 2,512,312,531,485,080 | fraud_Ernser-Feest | home | 71.36 | John | Mccormick | M | 79414 Clark Lakes Suite 966 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Producer, radio | 1956-10-08 | 9f96b41c99da0be33334976fd4db8d6b | 1,325,953,993 | 42.828718 | -82.875178 | 0 |
11,189 | 2019-01-07 16:33:25 | 2,706,977,570,537,524 | fraud_Beier LLC | entertainment | 84.01 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | f88804a6b6ef78aad3e955323579cc4e | 1,325,954,005 | 39.97793 | -81.913464 | 0 |
11,190 | 2019-01-07 16:33:46 | 3,538,520,143,479,972 | fraud_Gaylord-Powlowski | home | 16.28 | Cassandra | Nunez | F | 9572 Austin Forge Suite 612 | Clay Center | OH | 43,408 | 41.5686 | -83.3632 | 269 | Insurance underwriter | 1965-09-15 | dd6412a8042a4797a3a0e85e95ebcfa6 | 1,325,954,026 | 40.581205 | -83.425805 | 0 |
11,191 | 2019-01-07 16:34:48 | 4,364,010,865,167,176 | fraud_McCullough, Hudson and Schuster | food_dining | 110.64 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 90bb00da32172e08cf46e32f2e70a437 | 1,325,954,088 | 39.546428 | -119.335816 | 0 |
11,192 | 2019-01-07 16:36:57 | 3,576,431,665,303,017 | fraud_Gutmann, McLaughlin and Wiza | home | 52.62 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 153708bda952664e74d100cd124604c3 | 1,325,954,217 | 33.406192 | -111.624596 | 0 |
11,193 | 2019-01-07 16:38:11 | 6,011,724,471,098,086 | fraud_Kilback and Sons | entertainment | 126.38 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 7222bc3cdcf92c36e96fcbe82177ff86 | 1,325,954,291 | 45.64255 | -118.314828 | 0 |
11,194 | 2019-01-07 16:38:21 | 371,226,440,126,102 | fraud_Gutmann, McLaughlin and Wiza | home | 8.85 | 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 | bd6570dc986b1e964ee5d789dc8ac5ca | 1,325,954,301 | 39.163643 | -88.924813 | 0 |
11,195 | 2019-01-07 16:38:26 | 3,560,318,482,131,952 | fraud_Schiller, Blanda and Johnson | home | 80.97 | William | Skinner | M | 524 Wu Spurs Suite 894 | Mount Hope | AL | 35,651 | 34.4793 | -87.4769 | 1,312 | Librarian, academic | 1955-02-01 | fb6e47476776d003dfc38a60e4f4ffb0 | 1,325,954,306 | 33.957436 | -88.474921 | 0 |
11,196 | 2019-01-07 16:40:29 | 4,512,828,414,983,802,000 | fraud_Volkman Ltd | misc_net | 59.72 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 2683daa78ca59aff03289f00f6305267 | 1,325,954,429 | 40.445437 | -80.11021 | 0 |
11,197 | 2019-01-07 16:41:05 | 213,195,754,007,681 | fraud_McLaughlin, Armstrong and Koepp | travel | 8.87 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | 178a858eed7b3fa350e80764595cecd5 | 1,325,954,465 | 41.828422 | -91.887478 | 0 |
11,198 | 2019-01-07 16:41:39 | 4,467,456,915,153,312,300 | fraud_Feil-Morar | health_fitness | 1.96 | Rita | Myers | F | 75703 Hernandez Corner Suite 348 | Tampa | FL | 33,620 | 28.06 | -82.4079 | 717,255 | Waste management officer | 1966-09-16 | 5472f8609a2f101480bdb9d5b7254d07 | 1,325,954,499 | 28.991208 | -83.037223 | 0 |
11,199 | 2019-01-07 16:42:16 | 371,034,293,500,716 | fraud_Shields-Wunsch | health_fitness | 90.32 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | e0ef4e60e65e6bdf1b6833672b0dad8d | 1,325,954,536 | 40.587735 | -121.768905 | 0 |
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