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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15,000 | 2019-01-09 14:22:48 | 378,278,619,832,195 | fraud_Hettinger, McCullough and Fay | home | 359.65 | Mary | Mcintyre | F | 77921 Costa Villages | Eugene | OR | 97,403 | 44.0385 | -123.0614 | 191,096 | Scientist, physiological | 1964-04-06 | f07b47d32d0af7ba500bb75ed393b813 | 1,326,118,968 | 43.390206 | -122.397433 | 0 |
15,001 | 2019-01-09 14:25:27 | 4,514,242,065,619,750 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 129.3 | Janet | Carpenter | F | 9870 Collins Flat | Laramie | WY | 82,072 | 41.4247 | -105.4781 | 35,371 | Pilot, airline | 1988-09-02 | 7ce8361b95097e16be4136f45018ff0a | 1,326,119,127 | 41.055276 | -105.965553 | 0 |
15,002 | 2019-01-09 14:25:44 | 2,318,062,975,163,331 | fraud_Gottlieb Group | kids_pets | 84.58 | William | Martinez | M | 0207 Griffith Plains Apt. 544 | Louisiana | MO | 63,353 | 39.4336 | -91.0664 | 4,593 | Teacher, early years/pre | 1940-11-11 | 06cf37a95f15b7586c61bfd2058db278 | 1,326,119,144 | 39.009108 | -91.378916 | 0 |
15,003 | 2019-01-09 14:25:52 | 4,935,858,973,307,492 | fraud_Graham, Hegmann and Hammes | food_dining | 57.78 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | 77ea8272bb361323e1420bf775887df2 | 1,326,119,152 | 33.754499 | -83.258317 | 0 |
15,004 | 2019-01-09 14:29:47 | 4,358,137,750,029,945,000 | fraud_McKenzie-Huels | food_dining | 27.44 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | 1c130914e9e2c7f3fbbdc72898b14a3c | 1,326,119,387 | 42.560115 | -91.335752 | 0 |
15,005 | 2019-01-09 14:30:58 | 3,566,094,707,272,327 | fraud_Barrows PLC | shopping_pos | 144.24 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | b2bf6f5a7400261bed7152c1ff8a4b2d | 1,326,119,458 | 35.209637 | -117.56068 | 0 |
15,006 | 2019-01-09 14:31:30 | 213,126,662,687,660 | fraud_Graham, Hegmann and Hammes | food_dining | 34.54 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | 5e31ea7a86e3d1247b0894ac19995a3f | 1,326,119,490 | 28.446684 | -99.63001 | 0 |
15,007 | 2019-01-09 14:31:54 | 60,427,851,591 | fraud_Cormier LLC | health_fitness | 71.15 | 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 | d5fbc5170e08641c338160da0a5d1f3c | 1,326,119,514 | 35.985844 | -99.087792 | 0 |
15,008 | 2019-01-09 14:33:47 | 4,128,730,454,058,057,700 | fraud_Moore, Williamson and Emmerich | home | 7.5 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | 75583a53059a21b205f722d158dde1a5 | 1,326,119,627 | 32.038406 | -94.389052 | 0 |
15,009 | 2019-01-09 14:34:05 | 2,305,336,922,781,618 | fraud_Morissette-Schaefer | personal_care | 65.38 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | e7f1117109b43699aac2c0551891016c | 1,326,119,645 | 40.617611 | -92.456866 | 0 |
15,010 | 2019-01-09 14:36:55 | 340,953,839,692,349 | fraud_Kutch-Wilderman | home | 13.07 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | bdce6f4066cafae90476bedd17246542 | 1,326,119,815 | 42.012558 | -83.297678 | 0 |
15,011 | 2019-01-09 14:37:20 | 3,576,431,665,303,017 | fraud_Champlin and Sons | home | 37.26 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 111e53f7bde19a48f5585eb153c27fc8 | 1,326,119,840 | 33.884451 | -112.981411 | 0 |
15,012 | 2019-01-09 14:37:23 | 4,587,657,402,165,341,700 | fraud_Spencer-Runolfsson | misc_pos | 43.64 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | cb4e0d9dc66d62cbe937cecfae28d0fc | 1,326,119,843 | 41.380485 | -86.960151 | 0 |
15,013 | 2019-01-09 14:37:33 | 345,389,171,551,808 | fraud_Friesen-Ortiz | personal_care | 24.12 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | cd321d8c875a83e1a68678ddeac0305e | 1,326,119,853 | 34.619167 | -90.64465 | 0 |
15,014 | 2019-01-09 14:38:05 | 4,377,338,765,909,719 | fraud_Howe PLC | entertainment | 10.68 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | 5e1cbfb7bb30ccaa1220e2249a55cf21 | 1,326,119,885 | 35.811201 | -84.874929 | 0 |
15,015 | 2019-01-09 14:38:31 | 180,094,419,304,907 | fraud_Renner Ltd | home | 6.49 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 55dae3e744e9bd8f1e4bc52cc3d8bf96 | 1,326,119,911 | 33.533979 | -117.524934 | 0 |
15,016 | 2019-01-09 14:39:13 | 6,528,911,529,051,375 | fraud_Yost, Schamberger and Windler | kids_pets | 38.92 | Diane | Smith | F | 195 Murray Overpass Apt. 384 | Winter | WI | 54,896 | 45.8327 | -91.0144 | 1,478 | Neurosurgeon | 1965-04-27 | dcfeea79cb981c5523aa7d0688ddac27 | 1,326,119,953 | 45.816796 | -90.745924 | 0 |
15,017 | 2019-01-09 14:39:56 | 4,003,771,737,807,706 | fraud_Marvin-Lind | personal_care | 13.27 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | b34d713371fb0082343e581d7fc37604 | 1,326,119,996 | 35.075211 | -91.041651 | 0 |
15,018 | 2019-01-09 14:39:57 | 4,550,599,031,376,731 | fraud_Metz, Russel and Metz | kids_pets | 38.94 | Angela | West | F | 9471 Wong Islands | Mansfield | OH | 44,902 | 40.7559 | -82.5123 | 92,985 | Press photographer | 1968-05-29 | 27a7d48930d153a7394d44519b5c2441 | 1,326,119,997 | 41.287106 | -82.310474 | 0 |
15,019 | 2019-01-09 14:40:18 | 4,210,078,554,961,359,000 | fraud_O'Hara-Wilderman | food_dining | 2.39 | Valerie | Clark | F | 7402 West Ranch | Lowell | OR | 97,452 | 43.921 | -122.7806 | 1,420 | Systems analyst | 1965-11-11 | 0587fe45acabe9e472f2de5d7c94b426 | 1,326,120,018 | 44.6554 | -123.780203 | 0 |
15,020 | 2019-01-09 14:41:17 | 30,143,535,920,989 | fraud_Pollich LLC | home | 55.28 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 5bfdd592e2609651cffea8c23d582c98 | 1,326,120,077 | 38.927836 | -75.933272 | 0 |
15,021 | 2019-01-09 14:41:50 | 6,011,860,238,257,910 | fraud_Konopelski, Schneider and Hartmann | food_dining | 162.33 | Lisa | Mendez | F | 44259 Beth Station Suite 215 | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Programme researcher, broadcasting/film/video | 1952-07-06 | 148e7b8964572f2ef1377ba1b03ac25c | 1,326,120,110 | 35.484695 | -97.206672 | 0 |
15,022 | 2019-01-09 14:46:10 | 2,252,055,259,910,912 | fraud_Beier LLC | entertainment | 61.81 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | c86f186fe9d4926b0c6027ca68ef289f | 1,326,120,370 | 44.895817 | -90.69992 | 0 |
15,023 | 2019-01-09 14:47:04 | 4,476,840,372,112 | fraud_Thiel-Thiel | entertainment | 38.37 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | fb1a481d325acac2d56e13fbcd1668c7 | 1,326,120,424 | 34.794371 | -87.178587 | 0 |
15,024 | 2019-01-09 14:48:55 | 4,810,789,809,665,943,000 | fraud_O'Reilly, Mohr and Purdy | home | 1.51 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 7a633035c06324b98481cdfbc5649e08 | 1,326,120,535 | 39.907988 | -84.268195 | 0 |
15,025 | 2019-01-09 14:49:01 | 2,576,709,887,791,552 | fraud_Crooks and Sons | personal_care | 6.67 | Joseph | Morgan | M | 126 Underwood Drive | San Diego | CA | 92,128 | 33.0067 | -117.069 | 1,241,364 | Chartered public finance accountant | 1959-08-05 | 589ca72e6d4902d8a3b4256d29122121 | 1,326,120,541 | 33.56208 | -116.479543 | 0 |
15,026 | 2019-01-09 14:50:37 | 2,297,447,006,766,555 | fraud_Bins-Tillman | entertainment | 7.42 | Laura | Walker | F | 611 Michael Rue | Cisco | IL | 61,830 | 39.9972 | -88.6962 | 478 | Landscape architect | 1960-01-13 | 947f35cdb595407f555631578ac8e357 | 1,326,120,637 | 39.97909 | -89.286925 | 0 |
15,027 | 2019-01-09 14:52:53 | 3,567,527,758,368,741 | fraud_Konopelski, Schneider and Hartmann | food_dining | 99.27 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 504cbde7204adcef3c15d0538b6c63e7 | 1,326,120,773 | 31.09538 | -100.664553 | 0 |
15,028 | 2019-01-09 14:53:39 | 2,475,085,306,462,014 | fraud_Kozey-McDermott | travel | 495.95 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | 5b107e95794b723af64fc8981fc81d95 | 1,326,120,819 | 44.414996 | -95.296973 | 0 |
15,029 | 2019-01-09 14:54:27 | 3,534,330,126,107,879 | fraud_Morissette-Schaefer | personal_care | 74.15 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | 9ea310d70309c6ca288569a000e67357 | 1,326,120,867 | 44.435951 | -108.847787 | 0 |
15,030 | 2019-01-09 14:54:28 | 4,777,065,439,639,721 | fraud_Hagenes, Kohler and Hoppe | food_dining | 59.61 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | 11b485576b0e587d1ec377acd9fa173d | 1,326,120,868 | 40.655491 | -75.609627 | 0 |
15,031 | 2019-01-09 14:55:55 | 4,745,996,322,265 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 57.44 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | f3eb3204fe5deb2d23429d052a80faf9 | 1,326,120,955 | 42.324432 | -87.489375 | 0 |
15,032 | 2019-01-09 14:59:34 | 4,861,310,130,652,567,000 | fraud_Barton LLC | kids_pets | 56.87 | Ashley | Cruz | F | 65417 Walsh Radial Suite 691 | Saint Amant | LA | 70,774 | 30.2385 | -90.8435 | 10,076 | Surveyor, rural practice | 1977-12-16 | df9d6ae10308d8ce6f6d9f41560048fb | 1,326,121,174 | 30.622699 | -91.567138 | 0 |
15,033 | 2019-01-09 15:01:34 | 676,372,984,911 | fraud_Jakubowski Group | food_dining | 52.91 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | d0bea7ca8f3b6eca582a845d7e02249a | 1,326,121,294 | 40.65986 | -98.031075 | 0 |
15,034 | 2019-01-09 15:02:26 | 3,563,837,241,599,446 | fraud_Bednar PLC | kids_pets | 21.21 | Timothy | Simmons | M | 1049 John Ports Suite 057 | Newberg | OR | 97,132 | 45.3099 | -122.9685 | 28,278 | Research scientist (physical sciences) | 1977-07-17 | f52538b0e35b797827375d6a406c8b3a | 1,326,121,346 | 46.309833 | -122.085674 | 0 |
15,035 | 2019-01-09 15:03:17 | 4,195,740,185,974 | fraud_Hoppe-Parisian | kids_pets | 125.32 | Benjamin | Robinson | M | 0701 John Ranch | Portland | OR | 97,210 | 45.5303 | -122.7033 | 841,711 | Engineer, building services | 1963-04-04 | 8c456f68f801f7611f82c7d775cc4dc5 | 1,326,121,397 | 46.11173 | -123.279843 | 0 |
15,036 | 2019-01-09 15:04:56 | 4,806,443,445,305 | fraud_Miller-Harris | misc_net | 749.94 | Eric | Patel | M | 69459 Rachel Prairie Apt. 850 | Ironton | OH | 45,638 | 38.5294 | -82.6654 | 21,635 | Geochemist | 2001-07-10 | b1f421eab0bc67aaf1c352c84816270e | 1,326,121,496 | 37.983548 | -82.934619 | 1 |
15,037 | 2019-01-09 15:05:05 | 4,707,867,759,656,333 | fraud_Dickinson Ltd | personal_care | 5.13 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | 4646376d676c19cc60ec1208d576efd3 | 1,326,121,505 | 35.826915 | -82.632951 | 0 |
15,038 | 2019-01-09 15:05:19 | 4,208,110,975,550,360,000 | fraud_Zboncak Ltd | food_dining | 55.11 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | 48fed2e230e892c4023d9b6c1912b439 | 1,326,121,519 | 31.896658 | -82.199733 | 0 |
15,039 | 2019-01-09 15:06:36 | 3,567,697,931,646,329 | fraud_Rippin, Kub and Mann | misc_net | 718.52 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 4d9f461f91ae61ea8154e142e9f64fbf | 1,326,121,596 | 42.033699 | -74.039177 | 0 |
15,040 | 2019-01-09 15:08:20 | 4,981,132,848,794 | fraud_Schneider, Hayes and Nikolaus | food_dining | 29.85 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 0abe224d31af9b8fd9cd2ec071e03815 | 1,326,121,700 | 39.675831 | -81.86295 | 0 |
15,041 | 2019-01-09 15:09:10 | 2,383,461,948,823,908 | fraud_Stiedemann Ltd | food_dining | 21.72 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | af59b7d2167bfd65d6a59640b2559461 | 1,326,121,750 | 43.045455 | -71.888621 | 0 |
15,042 | 2019-01-09 15:09:45 | 6,011,367,958,204,270 | fraud_Roob, Conn and Tremblay | shopping_pos | 35.39 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 0c16c12eaeced84d8650064ea48b6ab1 | 1,326,121,785 | 41.246333 | -80.961696 | 0 |
15,043 | 2019-01-09 15:10:23 | 6,011,492,816,282,597 | fraud_Daugherty LLC | kids_pets | 81.49 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | 576b305034f105bf3a3f05b9ab33a648 | 1,326,121,823 | 32.957357 | -92.98938 | 0 |
15,044 | 2019-01-09 15:10:31 | 3,568,255,211,412,877 | fraud_Cronin, Kshlerin and Weber | health_fitness | 51.39 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 06f943a87c5e71f37e74f161c6a3d7cc | 1,326,121,831 | 41.953722 | -84.747313 | 0 |
15,045 | 2019-01-09 15:10:47 | 2,383,461,948,823,908 | fraud_Brown Inc | kids_pets | 8.53 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | 2c9bb76d01ecfc89a9c347ff55e67858 | 1,326,121,847 | 44.477215 | -71.874457 | 0 |
15,046 | 2019-01-09 15:10:52 | 5,456,776,410,929,288 | fraud_Schroeder, Hauck and Treutel | entertainment | 35.01 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | d1217b0d04c249fd8b68624c27e25c01 | 1,326,121,852 | 40.079948 | -79.630697 | 0 |
15,047 | 2019-01-09 15:11:02 | 3,589,289,942,931,264 | fraud_Koss, Hansen and Lueilwitz | home | 30.97 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 697965f1f1be1b63ac6e2b47332f123e | 1,326,121,862 | 43.975473 | -98.260851 | 0 |
15,048 | 2019-01-09 15:11:09 | 4,979,422,371,139,333 | fraud_Homenick LLC | personal_care | 93.17 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | 2f7d22af409658cbdcb1743356bde81b | 1,326,121,869 | 41.57745 | -99.962553 | 0 |
15,049 | 2019-01-09 15:11:29 | 3,587,044,315,915,002 | fraud_Champlin-Casper | home | 95.4 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | db9222e50247e4d7c937dae42b732eec | 1,326,121,889 | 34.076507 | -88.350508 | 0 |
15,050 | 2019-01-09 15:11:37 | 376,262,134,119,629 | fraud_Champlin and Sons | home | 13.67 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | 52299c55c902f8f06cc1290a16b0e84d | 1,326,121,897 | 28.254646 | -82.535919 | 0 |
15,051 | 2019-01-09 15:13:15 | 2,285,066,385,084,291 | fraud_Turner and Sons | shopping_pos | 3.54 | Richard | Brown | M | 17819 Jose Mount Suite 657 | Heidelberg | MS | 39,439 | 31.882 | -88.9981 | 4,573 | Exhibitions officer, museum/gallery | 1988-02-15 | ff4b6c37baa2ce28047201f3bb61e157 | 1,326,121,995 | 30.936825 | -88.799004 | 0 |
15,052 | 2019-01-09 15:14:26 | 6,011,329,966,782,895 | fraud_Reichert, Shanahan and Hayes | shopping_net | 2.51 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | ff4833e6895608e9d70d54a5ca0ad287 | 1,326,122,066 | 35.427348 | -95.901811 | 0 |
15,053 | 2019-01-09 15:14:48 | 6,506,116,513,503,136 | fraud_Schmidt and Sons | shopping_net | 3.59 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | ae4a75f0ab64086783c6ae28f5244bc1 | 1,326,122,088 | 33.11272 | -95.379996 | 0 |
15,054 | 2019-01-09 15:15:30 | 4,792,627,764,422,478,000 | fraud_Gislason Group | travel | 9.19 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | dfcaea128499db6692f87b1afbcffe76 | 1,326,122,130 | 38.306715 | -95.423071 | 0 |
15,055 | 2019-01-09 15:15:49 | 4,158,758,517,677,931 | fraud_Kihn Inc | shopping_pos | 6.92 | Dawn | Cox | F | 193 Catherine Ways | Hills | MN | 56,138 | 43.5335 | -96.3645 | 899 | Data scientist | 1995-01-15 | a4563e805189e6ca32ce01f686a3bc2f | 1,326,122,149 | 42.560327 | -96.490989 | 0 |
15,056 | 2019-01-09 15:16:13 | 3,534,330,126,107,879 | fraud_Friesen Inc | shopping_pos | 129.33 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | edbd1bbe39dcabd4dc5a350b8c6362ca | 1,326,122,173 | 44.738512 | -109.774608 | 0 |
15,057 | 2019-01-09 15:16:26 | 375,974,680,629,816 | fraud_Witting, Beer and Ernser | home | 18.59 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 631a5058f929b86006f58b99f98ff511 | 1,326,122,186 | 41.26004 | -73.511712 | 0 |
15,058 | 2019-01-09 15:18:19 | 3,585,740,823,295,298 | fraud_Hermiston, Russel and Price | food_dining | 6.34 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | aad12763955654961285c81d5314e246 | 1,326,122,299 | 35.22171 | -99.380262 | 0 |
15,059 | 2019-01-09 15:20:18 | 4,839,043,708,100,390 | fraud_Boyer PLC | misc_pos | 58.54 | Meredith | Campbell | F | 043 Hanson Turnpike | Hedrick | IA | 52,563 | 41.1826 | -92.3097 | 1,583 | Geochemist | 1999-06-28 | 135de1b80c6c7309b8d0220c70a2cf33 | 1,326,122,418 | 42.020746 | -93.26758 | 0 |
15,060 | 2019-01-09 15:20:27 | 3,597,337,756,918,966 | fraud_Rau-Grant | kids_pets | 51.82 | Linda | Gonzalez | F | 17667 Price Spur Apt. 366 | Glen Rock | PA | 17,327 | 39.7813 | -76.7477 | 7,565 | Insurance claims handler | 1952-03-08 | 745938384ed7150b58ce03c83673eff6 | 1,326,122,427 | 40.201661 | -76.420973 | 0 |
15,061 | 2019-01-09 15:21:30 | 3,513,618,443,244,549 | fraud_Kozey-Boehm | shopping_net | 1,006.34 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | f855301c6a93de05a4d4b4a9deb09d29 | 1,326,122,490 | 44.40235 | -97.844503 | 1 |
15,062 | 2019-01-09 15:21:53 | 3,564,839,259,330,465 | fraud_Torp, Muller and Borer | health_fitness | 27.5 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | d5296a54fdcf64c0e2f40e8631b56c01 | 1,326,122,513 | 37.92761 | -121.591202 | 0 |
15,063 | 2019-01-09 15:22:06 | 567,868,110,212 | fraud_Sawayn PLC | shopping_pos | 1.2 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 5e7e1b43fdd8c34255ae10265dd5a60c | 1,326,122,526 | 30.431741 | -95.78794 | 0 |
15,064 | 2019-01-09 15:23:19 | 4,464,457,352,619 | fraud_Hills-Boyer | personal_care | 212.01 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 38a55fbb6377beb093004a9c76cb60bf | 1,326,122,599 | 30.039723 | -83.975974 | 0 |
15,065 | 2019-01-09 15:23:22 | 676,372,984,911 | fraud_Heathcote LLC | shopping_net | 7.7 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 0d265604a7d2be70e9e4073b90bf469e | 1,326,122,602 | 39.058047 | -98.179019 | 0 |
15,066 | 2019-01-09 15:23:41 | 676,314,217,768 | fraud_Shields-Wunsch | health_fitness | 6.39 | Ellen | Carrillo | F | 9431 Amanda Mills | Odessa | MO | 64,076 | 38.9829 | -93.9757 | 9,512 | Clinical research associate | 1972-12-31 | 7b88a49f764dbc991d07843e1a60098c | 1,326,122,621 | 38.258238 | -94.103965 | 0 |
15,067 | 2019-01-09 15:24:13 | 4,509,142,395,811,241 | fraud_O'Reilly, Mohr and Purdy | home | 117.43 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 36901aad751c495d6d54cefa6883c742 | 1,326,122,653 | 31.782384 | -82.467088 | 0 |
15,068 | 2019-01-09 15:24:48 | 3,553,629,419,254,918 | fraud_Cormier LLC | shopping_net | 5.24 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 1b4ef9a0cebcdb85b3020668f31e70a0 | 1,326,122,688 | 48.118527 | -121.485998 | 0 |
15,069 | 2019-01-09 15:26:47 | 4,446,368,897,795,790 | fraud_Larkin, Stracke and Greenfelder | entertainment | 85.35 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | b1e8eac566fca52cf0c91f679ae5803a | 1,326,122,807 | 37.886118 | -76.06092 | 0 |
15,070 | 2019-01-09 15:26:58 | 30,371,006,069,917 | fraud_Monahan-Morar | personal_care | 183.99 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | cf2f03426b6e663dbf1308445b72b190 | 1,326,122,818 | 38.735923 | -89.717687 | 0 |
15,071 | 2019-01-09 15:29:27 | 348,789,608,637,806 | fraud_Yost-Rogahn | personal_care | 2.84 | Megan | Murphy | F | 53696 Laura Radial | Holstein | NE | 68,950 | 40.4542 | -98.6538 | 331 | Telecommunications researcher | 1950-08-19 | 7140ca736605f0010e5e63aa3c1011e4 | 1,326,122,967 | 40.896557 | -99.50604 | 0 |
15,072 | 2019-01-09 15:30:53 | 3,506,042,666,828,517 | fraud_Durgan, Gislason and Spencer | home | 25.56 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | 10d30bc9a8cb1859907b10cff221385f | 1,326,123,053 | 37.481813 | -80.634386 | 0 |
15,073 | 2019-01-09 15:32:24 | 374,656,033,243,756 | fraud_Williamson LLC | misc_pos | 3.08 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | a7ec825576b9a59370f53c86de46cc30 | 1,326,123,144 | 38.559145 | -76.500656 | 0 |
15,074 | 2019-01-09 15:32:37 | 3,590,736,522,064,285 | fraud_Hauck, Dietrich and Funk | kids_pets | 31.06 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 88a02e1f3b50d000113fc2e4bade9a64 | 1,326,123,157 | 34.028815 | -92.728845 | 0 |
15,075 | 2019-01-09 15:32:51 | 3,567,879,740,649,740 | fraud_Kilback and Sons | entertainment | 94.77 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | e0d5e326db37fae7620a435eaa7088ba | 1,326,123,171 | 44.505107 | -75.058365 | 0 |
15,076 | 2019-01-09 15:33:12 | 3,561,963,695,236,764 | fraud_Kub-Heaney | health_fitness | 76.44 | Michael | Lee | M | 7915 Dawn Roads Apt. 544 | Shelter Island | NY | 11,964 | 41.064 | -72.3366 | 1,858 | Clinical biochemist | 1984-03-03 | a2f1cb349078b03ad602a92d5275abf5 | 1,326,123,192 | 41.199542 | -72.023736 | 0 |
15,077 | 2019-01-09 15:33:30 | 4,469,777,115,158,235,000 | fraud_Willms, Kris and Bergnaum | shopping_pos | 8.53 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | bd7648606a31d883973a292848d0ae59 | 1,326,123,210 | 42.261494 | -72.174184 | 0 |
15,078 | 2019-01-09 15:37:10 | 6,517,217,825,320,610 | fraud_Koss, Hansen and Lueilwitz | home | 1.76 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | d308ef81890775e76dea365de2d90313 | 1,326,123,430 | 31.649617 | -90.880088 | 0 |
15,079 | 2019-01-09 15:38:02 | 180,011,453,250,192 | fraud_Cronin, Kshlerin and Weber | health_fitness | 74.25 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | ae44e0120aa5ec55f1231b9734b41a48 | 1,326,123,482 | 41.40203 | -90.077727 | 0 |
15,080 | 2019-01-09 15:39:23 | 372,509,258,176,510 | fraud_Zboncak Ltd | food_dining | 110.19 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 4ed3a1ee420e7ff202a1c8a7b7357076 | 1,326,123,563 | 43.410076 | -83.81787 | 0 |
15,081 | 2019-01-09 15:39:45 | 4,355,790,796,238,265,000 | fraud_Hilpert-Conroy | kids_pets | 46.1 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | 7ccf80210591fea14f54db97a8aaeac3 | 1,326,123,585 | 40.35973 | -91.178161 | 0 |
15,082 | 2019-01-09 15:42:07 | 4,642,255,475,285,942 | fraud_Bode-Schuster | kids_pets | 44.63 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | d439f8a4f3d18b4d95e2f1a3f500562d | 1,326,123,727 | 39.784914 | -109.421193 | 0 |
15,083 | 2019-01-09 15:42:40 | 4,561,892,980,175 | fraud_Jakubowski Inc | home | 84.15 | Jacqueline | Allen | F | 166 Lisa Fords | Greenwood | IN | 46,143 | 39.596 | -86.1309 | 78,968 | Financial adviser | 1968-02-10 | c595facb6ce478e566074d3008d51033 | 1,326,123,760 | 39.185275 | -86.459816 | 0 |
15,084 | 2019-01-09 15:43:45 | 6,011,893,664,860,915 | fraud_Kuphal-Toy | food_dining | 20.46 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | b9fb64853a23d4b22bf59ed317ade74c | 1,326,123,825 | 38.967372 | -104.937358 | 0 |
15,085 | 2019-01-09 15:44:20 | 346,273,234,529,002 | fraud_Fritsch LLC | travel | 2.67 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | 6daf0331e7181ee32b93bbfda06711d5 | 1,326,123,860 | 37.275516 | -81.206676 | 0 |
15,086 | 2019-01-09 15:44:57 | 6,011,366,578,560,244 | fraud_Connelly-Carter | home | 1.62 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 42a9400ce73894ac8be94d0532d2f83a | 1,326,123,897 | 40.543517 | -77.914586 | 0 |
15,087 | 2019-01-09 15:45:37 | 3,546,897,637,165,774 | fraud_Kautzer and Sons | personal_care | 25.55 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | f4896d523365216896679794958e0c42 | 1,326,123,937 | 31.578139 | -95.975808 | 0 |
15,088 | 2019-01-09 15:46:24 | 377,234,009,633,447 | fraud_Upton PLC | entertainment | 23.99 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | a3135df80558076c93124369d10338fe | 1,326,123,984 | 38.550882 | -76.887516 | 0 |
15,089 | 2019-01-09 15:46:34 | 372,520,049,757,633 | fraud_Casper, Hand and Zulauf | grocery_pos | 54.64 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 5c3085c19eca44b5a0cb903858eac240 | 1,326,123,994 | 48.953038 | -92.396725 | 0 |
15,090 | 2019-01-09 15:48:05 | 4,505,383,113,689 | fraud_Jacobi Inc | health_fitness | 9.96 | Alicia | Hawkins | F | 507 John Overpass Suite 424 | Harwood | MD | 20,776 | 38.8582 | -76.6145 | 3,289 | Quantity surveyor | 1933-03-15 | b923b92e974f9d9d89d4d8a4e937e496 | 1,326,124,085 | 38.457816 | -77.019037 | 0 |
15,091 | 2019-01-09 15:49:43 | 6,011,603,272,871,604 | fraud_Abernathy and Sons | food_dining | 142.15 | Robert | Holland | M | 431 Tracy Expressway | Milner | GA | 30,257 | 33.141 | -84.1759 | 4,138 | Field seismologist | 1969-05-16 | 59ecfa47b3f32731d8cd1040bf1c449b | 1,326,124,183 | 33.83848 | -84.174853 | 0 |
15,092 | 2019-01-09 15:50:39 | 567,868,110,212 | fraud_Jakubowski Inc | home | 56.27 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 67ecc5fffc7f29023b58c4c24be9a75a | 1,326,124,239 | 29.088529 | -95.293687 | 0 |
15,093 | 2019-01-09 15:51:19 | 6,011,504,998,544,485 | fraud_Dooley Inc | shopping_pos | 8.11 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | d09daa177642e51b0f9355b3d55c9b76 | 1,326,124,279 | 32.257607 | -87.541211 | 0 |
15,094 | 2019-01-09 15:51:26 | 3,597,926,034,019,603 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 32.83 | Derrick | Flores | M | 83690 Nicholas Ports Apt. 846 | Oakland | TN | 38,060 | 35.2229 | -89.5518 | 9,496 | Furniture conservator/restorer | 1993-03-23 | f2a0f9570d8708d05366673015a65a9f | 1,326,124,286 | 34.617307 | -89.194378 | 0 |
15,095 | 2019-01-09 15:53:05 | 180,081,032,825,079 | fraud_Brown-Greenholt | entertainment | 14.26 | Connie | Carroll | F | 872 Justin Views Suite 746 | Duncan | MS | 38,740 | 34.047 | -90.7652 | 466 | Trading standards officer | 1955-04-03 | f969cc5152e061639f649409bd53934c | 1,326,124,385 | 34.865383 | -90.549485 | 0 |
15,096 | 2019-01-09 15:54:40 | 4,424,338,559,877,976 | fraud_Pacocha-Weissnat | kids_pets | 58.46 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | b7a3247e2a803d743e1e7242f7b10c6f | 1,326,124,480 | 40.705569 | -82.501133 | 0 |
15,097 | 2019-01-09 15:54:46 | 639,095,706,599 | fraud_Kilback and Sons | entertainment | 106.59 | Kyle | Wilkinson | M | 93970 Trujillo Causeway | Curlew | IA | 50,527 | 42.9633 | -94.7975 | 223 | Estate manager/land agent | 1939-04-14 | ff96a29663dade5487c003c366d33573 | 1,326,124,486 | 42.959536 | -95.48295 | 0 |
15,098 | 2019-01-09 15:54:49 | 4,713,464,490,314,802 | fraud_Windler, Goodwin and Kovacek | home | 88.79 | Wesley | Parker | M | 7452 Browning Port | Mc Intosh | SD | 57,641 | 45.7084 | -101.1546 | 295 | Designer, industrial/product | 1981-01-26 | e0e979909262ef32b5541fc2ff68fc48 | 1,326,124,489 | 46.364639 | -101.584699 | 0 |
15,099 | 2019-01-09 15:57:03 | 377,026,671,291,680 | fraud_Schoen-Quigley | kids_pets | 21.14 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | 0d6a636bd207cbb513aefce6ccf75d56 | 1,326,124,623 | 36.72826 | -91.468394 | 0 |
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