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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6,000 | 2020-06-22 23:28:37 | 4,756,039,869,079,882,000 | fraud_Berge-Hills | kids_pets | 99.41 | Francisco | Hernandez | M | 980 Smith Gardens | Gainesville | TX | 76,240 | 33.6547 | -97.1583 | 26,120 | Engineer, manufacturing | 1954-01-06 | 4b6590ab98d9856386b2b75453e1d7a9 | 1,371,943,717 | 32.855236 | -97.404431 | 0 |
6,001 | 2020-06-22 23:29:04 | 4,683,520,018,489,354 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 9.28 | Charles | Carrillo | M | 17547 Stephen Turnpike Apt. 846 | Hawthorne | CA | 90,250 | 33.9143 | -118.3493 | 93,193 | Editor, magazine features | 1995-04-19 | 736feae2face7599454fb797cacfa834 | 1,371,943,744 | 34.227162 | -117.364824 | 0 |
6,002 | 2020-06-22 23:29:49 | 4,841,313,716,651,064 | fraud_Abshire PLC | entertainment | 77.36 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | a85a00adf4cdde0024c83ea0bd68bbb7 | 1,371,943,789 | 43.945313 | -72.153559 | 0 |
6,003 | 2020-06-22 23:29:49 | 30,235,438,713,303 | fraud_Gerlach Inc | shopping_net | 56.52 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | a90fe21e7d0b0ca62bdd8bd6f6fba37f | 1,371,943,789 | 37.588632 | -82.221931 | 0 |
6,004 | 2020-06-22 23:30:02 | 501,802,953,619 | fraud_Runte, Green and Emard | health_fitness | 46.13 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | 70731640d4eb7ed9e861e7599597902d | 1,371,943,802 | 40.963244 | -122.614452 | 0 |
6,005 | 2020-06-22 23:30:05 | 676,118,385,837 | fraud_Gleason and Sons | kids_pets | 27.7 | Katelyn | Wise | F | 674 Maureen Summit Apt. 276 | Scotts Mills | OR | 97,375 | 44.9897 | -122.6187 | 1,252 | Engineer, petroleum | 1937-02-06 | b19b5feec7d1847f06aeb623d990e0f8 | 1,371,943,805 | 45.264677 | -122.725658 | 0 |
6,006 | 2020-06-22 23:31:00 | 213,163,860,545,705 | fraud_Feil-Morar | health_fitness | 72.39 | Mark | Tyler | M | 82201 Bradley Radial Suite 703 | Avera | GA | 30,803 | 33.141 | -82.515 | 741 | Claims inspector/assessor | 1986-04-28 | 0e4a07b4a26170d12aba9081e5444f9c | 1,371,943,860 | 34.025002 | -83.150833 | 0 |
6,007 | 2020-06-22 23:31:03 | 30,404,291,151,692 | fraud_Ruecker, Beer and Collier | shopping_net | 23.87 | Savannah | Lewis | F | 537 Walker Freeway | North Tonawanda | NY | 14,120 | 43.0498 | -78.851 | 45,100 | Ambulance person | 1993-10-25 | b5fa38c39c41800a65410d5232879b22 | 1,371,943,863 | 42.363437 | -79.701447 | 0 |
6,008 | 2020-06-22 23:31:05 | 3,533,742,182,628,021 | fraud_Johns Inc | entertainment | 13.74 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | 41ef3f4bbabf2ff115c30c9e968d5c44 | 1,371,943,865 | 33.607496 | -79.2523 | 0 |
6,009 | 2020-06-22 23:31:07 | 4,003,771,737,807,706 | fraud_Dare, Casper and Bartoletti | kids_pets | 21.37 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | d2da8b37a9110f496afe73acad2f27c4 | 1,371,943,867 | 34.866467 | -91.343809 | 0 |
6,010 | 2020-06-22 23:31:11 | 4,764,202,053,279,782 | fraud_Durgan, Gislason and Spencer | home | 43.4 | Derek | Jones | M | 198 Candace Plaza | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Air cabin crew | 1981-01-06 | 07e035a062902cc14cf1a33aaee6187b | 1,371,943,871 | 41.440144 | -81.431038 | 0 |
6,011 | 2020-06-22 23:31:18 | 2,224,100,459,250,597 | fraud_Botsford PLC | home | 44.19 | Sheri | Thomas | F | 019 Kimberly Light Apt. 039 | Kings Bay | GA | 31,547 | 30.7906 | -81.5607 | 1,293 | Naval architect | 1963-09-11 | 40e6bb16c796ce543b013a76f82241b2 | 1,371,943,878 | 31.693606 | -81.34705 | 0 |
6,012 | 2020-06-22 23:31:48 | 2,229,824,890,647,120 | fraud_Reinger, Weissnat and Strosin | food_dining | 14.13 | Walter | Blair | M | 44951 Williams Brooks | Pearlington | MS | 39,572 | 30.2508 | -89.6011 | 1,414 | Therapist, occupational | 1958-02-17 | 954c34c09b861a58b8a7eb704259fb9c | 1,371,943,908 | 30.138359 | -88.649686 | 0 |
6,013 | 2020-06-22 23:32:09 | 4,069,975,342,931,683 | fraud_Lemke and Sons | travel | 4.75 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | 299c700a22ca4a3b0fd4d4cefec99cc9 | 1,371,943,929 | 38.002334 | -82.165725 | 0 |
6,014 | 2020-06-22 23:32:15 | 573,860,193,545 | fraud_Roob, Conn and Tremblay | shopping_pos | 6 | Cristian | Jones | M | 0423 Kirby Field Suite 623 | Wilmette | IL | 60,091 | 42.0765 | -87.7246 | 27,020 | Trade mark attorney | 1986-07-23 | cbb05c313efb7db644cec7cdcf9e3cec | 1,371,943,935 | 41.507345 | -87.624192 | 0 |
6,015 | 2020-06-22 23:32:21 | 3,589,255,887,819,806 | fraud_Roob-Okuneva | health_fitness | 18.94 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 1336eee582ca42c01677984a63b835ea | 1,371,943,941 | 40.474932 | -78.835092 | 0 |
6,016 | 2020-06-22 23:32:53 | 3,517,527,805,128,735 | fraud_Schuppe LLC | entertainment | 10.67 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | 44e0701bef4b687c2505c584cb3cff5c | 1,371,943,973 | 41.139342 | -88.708029 | 0 |
6,017 | 2020-06-22 23:33:48 | 6,011,626,928,491,360 | fraud_Rau-Robel | kids_pets | 154.65 | Heather | Roberts | F | 62934 Maria Cliffs Suite 350 | Bethel Springs | TN | 38,315 | 35.2289 | -88.644 | 3,876 | Senior tax professional/tax inspector | 1960-11-19 | 468dff2d632dd86ed3e9327b2b1e751e | 1,371,944,028 | 35.015642 | -88.561303 | 0 |
6,018 | 2020-06-22 23:33:56 | 213,126,662,687,660 | fraud_Welch, Rath and Koepp | entertainment | 15.89 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | b51ff0949b1692e1a480109e5c4eab6e | 1,371,944,036 | 27.43299 | -99.836969 | 0 |
6,019 | 2020-06-22 23:34:29 | 567,868,110,212 | fraud_Hoppe-Parisian | kids_pets | 64.64 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | ef413ee8afb31521745648977390aa0f | 1,371,944,069 | 29.331217 | -94.460181 | 0 |
6,020 | 2020-06-22 23:34:50 | 345,060,451,158,891 | fraud_Kirlin and Sons | personal_care | 28.18 | Brian | Perez | M | 78652 Scott Ports | Ashfield | MA | 1,330 | 42.5232 | -72.811 | 1,506 | Production assistant, radio | 1960-04-03 | 0b3daa5f6a3eed0f3a042b08e02e9314 | 1,371,944,090 | 43.394026 | -73.733418 | 0 |
6,021 | 2020-06-22 23:35:28 | 6,538,441,737,335,434 | fraud_Gulgowski LLC | home | 5.75 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | caad0da22ef81c11e258bc72dd4aaab7 | 1,371,944,128 | 41.056196 | -80.568646 | 0 |
6,022 | 2020-06-22 23:35:37 | 3,520,550,088,202,337 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 163.26 | Micheal | Walters | M | 15315 Vaughn Park Suite 356 | Hovland | MN | 55,606 | 47.8342 | -90.0476 | 272 | Freight forwarder | 2001-07-05 | 18ecd1f46e16b8708a4ef0eccf630714 | 1,371,944,137 | 46.980518 | -90.772998 | 0 |
6,023 | 2020-06-22 23:35:47 | 3,524,574,586,339,330 | fraud_Kutch-Wilderman | home | 250.32 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | 217ca81136b86234abecc0ece6358f96 | 1,371,944,147 | 27.27806 | -79.594618 | 1 |
6,024 | 2020-06-22 23:35:57 | 6,517,217,825,320,610 | fraud_Shanahan-Lehner | personal_care | 25.28 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | a0a8ad8e96e372785b163e30a94a5f8c | 1,371,944,157 | 31.267162 | -90.816469 | 0 |
6,025 | 2020-06-22 23:36:05 | 4,926,376,199,189,801 | fraud_Waters-Cruickshank | health_fitness | 28.54 | Claire | Davis | F | 83685 Matthew Center Suite 870 | Cherokee Village | AR | 72,529 | 36.3011 | -91.5281 | 4,726 | Pharmacologist | 1977-06-07 | a873919697fe22891713276449687343 | 1,371,944,165 | 35.56465 | -92.039613 | 0 |
6,026 | 2020-06-22 23:36:15 | 3,502,088,871,723,054 | fraud_Thiel PLC | misc_pos | 322.42 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 3201cd2029975c4e7dbe3311b290a2cd | 1,371,944,175 | 40.024116 | -76.600168 | 0 |
6,027 | 2020-06-22 23:36:25 | 180,094,419,304,907 | fraud_Koss, McLaughlin and Mayer | food_dining | 13.09 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 9fb4148ebd32544187fd34d4a9dcb425 | 1,371,944,185 | 34.248455 | -117.093569 | 0 |
6,028 | 2020-06-22 23:36:42 | 3,533,742,182,628,021 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 39.11 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | 97ddb89f2eb93f6f958bd324d2e18d55 | 1,371,944,202 | 32.698456 | -80.635042 | 0 |
6,029 | 2020-06-22 23:37:34 | 30,364,087,349,027 | fraud_Grimes LLC | entertainment | 106.44 | Samuel | Sandoval | M | 0005 Morrison Land | Mounds | OK | 74,047 | 35.8896 | -96.0887 | 7,163 | Fitness centre manager | 1982-02-05 | 5e0931c48e2ea70205db81ac4da24ff4 | 1,371,944,254 | 35.867096 | -95.351393 | 0 |
6,030 | 2020-06-22 23:38:29 | 4,342,532,437,704,183 | fraud_Gutmann-Upton | misc_pos | 7.94 | Kevin | Elliott | M | 1852 Vincent Isle Suite 328 | Newark Valley | NY | 13,811 | 42.2281 | -76.1625 | 4,354 | Further education lecturer | 1994-02-16 | 39f24e69b241eb920bcfdb637040dbb8 | 1,371,944,309 | 41.752201 | -76.770978 | 0 |
6,031 | 2020-06-22 23:39:14 | 2,296,006,538,441,789 | fraud_Kuphal-Predovic | misc_net | 2.98 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | ad44425f276292d6a63981610c5d3090 | 1,371,944,354 | 39.778145 | -74.96534 | 0 |
6,032 | 2020-06-22 23:39:23 | 4,681,699,462,969 | fraud_Denesik, Powlowski and Pouros | home | 4.73 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 060669ae33e19224ed80f04e2d2c3a0e | 1,371,944,363 | 36.24821 | -87.173422 | 0 |
6,033 | 2020-06-22 23:39:39 | 4,089,096,483,689,733,600 | fraud_Ernser-Feest | home | 65.64 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 27f698ee2a8d2f677b6c969bd25a9cd7 | 1,371,944,379 | 31.424534 | -94.642242 | 0 |
6,034 | 2020-06-22 23:39:52 | 4,841,313,716,651,064 | fraud_Abshire PLC | entertainment | 80.35 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | f6e1603a81774fcef98548df9a9303a5 | 1,371,944,392 | 43.655764 | -72.930866 | 0 |
6,035 | 2020-06-22 23:41:22 | 375,534,208,663,984 | fraud_Heaney-Marquardt | entertainment | 77.76 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | 0573d4e753bd0439d5ab8dcd5e89fbda | 1,371,944,482 | 37.895644 | -79.097933 | 0 |
6,036 | 2020-06-22 23:41:51 | 38,947,654,498,698 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 1.76 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | 474d9c3c33848012e1026c64620c510d | 1,371,944,511 | 40.158815 | -82.063267 | 0 |
6,037 | 2020-06-22 23:41:54 | 4,797,297,220,948,469,000 | fraud_Predovic Inc | shopping_net | 9.35 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | a64ae04db0bdd30509b4f1d6a21f91b5 | 1,371,944,514 | 39.673774 | -86.800385 | 0 |
6,038 | 2020-06-22 23:42:42 | 30,273,037,698,427 | fraud_Pagac LLC | shopping_pos | 145.14 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 89ccdfc6aed0d9991b8780fef14ae9c8 | 1,371,944,562 | 36.15488 | -92.128896 | 0 |
6,039 | 2020-06-22 23:43:17 | 2,229,378,226,512,508 | fraud_Cormier LLC | health_fitness | 73.61 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 356faffd5e1c1b1e01dfd7b654ab8a1f | 1,371,944,597 | 43.66215 | -90.356585 | 0 |
6,040 | 2020-06-22 23:43:34 | 2,264,937,662,466,770 | fraud_Durgan, Gislason and Spencer | home | 14.79 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | b1e13e75c1fd289541510366ce4f6f1c | 1,371,944,614 | 30.185523 | -98.336919 | 0 |
6,041 | 2020-06-22 23:43:47 | 3,551,217,896,304,745 | fraud_Roob-Okuneva | health_fitness | 15.13 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | 84a975bef9eac56516f62c38a4223ba5 | 1,371,944,627 | 43.320466 | -75.302731 | 0 |
6,042 | 2020-06-22 23:43:52 | 4,952,583,804,639,909 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 9.3 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | 92b0d6b5dd33f3ef1fd3951bb56b8fa8 | 1,371,944,632 | 40.462604 | -81.328398 | 0 |
6,043 | 2020-06-22 23:44:22 | 4,587,657,402,165,341,700 | fraud_Kilback LLC | grocery_pos | 43.8 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 09e226defa0bb5c769ecec2b6f53c8ee | 1,371,944,662 | 40.85182 | -87.269897 | 0 |
6,044 | 2020-06-22 23:44:40 | 3,514,897,282,719,543 | fraud_Schroeder Group | health_fitness | 38.65 | Steven | Faulkner | M | 841 Cheryl Centers Suite 115 | Farmington | NY | 14,425 | 42.958 | -77.3083 | 10,717 | Cytogeneticist | 1952-10-13 | 0a2126ab6a5108d643cf24cddc920826 | 1,371,944,680 | 42.23475 | -77.788619 | 0 |
6,045 | 2020-06-22 23:44:46 | 5,540,636,818,935,089 | fraud_Witting, Beer and Ernser | home | 87.87 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | f9cc7f8b8cd03a13354c83eb448d1be9 | 1,371,944,686 | 43.337073 | -70.591384 | 0 |
6,046 | 2020-06-22 23:44:51 | 3,567,879,740,649,740 | fraud_Johns-Hoeger | entertainment | 44.89 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | c219d530f390535755de601e1ca0858f | 1,371,944,691 | 43.768529 | -76.176155 | 0 |
6,047 | 2020-06-22 23:45:22 | 345,060,451,158,891 | fraud_Romaguera, Wehner and Tromp | kids_pets | 17.76 | Brian | Perez | M | 78652 Scott Ports | Ashfield | MA | 1,330 | 42.5232 | -72.811 | 1,506 | Production assistant, radio | 1960-04-03 | 5f0c6a380cad6ec97e4b55e09ad67d54 | 1,371,944,722 | 43.3503 | -72.905309 | 0 |
6,048 | 2020-06-22 23:45:23 | 342,035,762,534,413 | fraud_Powlowski-Weimann | food_dining | 122.26 | Jennifer | Carrillo | F | 334 Adam Mountains Apt. 868 | Manquin | VA | 23,106 | 37.7184 | -77.186 | 976 | Engineer, automotive | 1999-06-19 | 27281c73e0802ceb722e86fc5236185e | 1,371,944,723 | 37.325901 | -76.991134 | 0 |
6,049 | 2020-06-22 23:45:24 | 4,018,105,808,392,773,600 | fraud_Jakubowski Inc | home | 6.92 | Katherine | Love | F | 5884 Sandoval Square Apt. 371 | Allenhurst | NJ | 7,711 | 40.2367 | -74.0067 | 1,533 | Administrator, charities/voluntary organisations | 1935-04-15 | 8b9ad02326b999c3a29278bf3486c59b | 1,371,944,724 | 39.258346 | -73.96865 | 0 |
6,050 | 2020-06-22 23:45:24 | 571,844,099,986 | fraud_Crooks and Sons | personal_care | 74.15 | Susan | Mills | F | 005 Cody Estates | Louisville | KY | 40,202 | 38.2507 | -85.7476 | 736,284 | Engineering geologist | 1952-04-02 | c8ae4df204d30ca2fe17c05192fbe58e | 1,371,944,724 | 38.178066 | -85.633899 | 0 |
6,051 | 2020-06-22 23:45:25 | 4,377,338,765,909,719 | fraud_Schaefer, Fay and Hilll | entertainment | 118.52 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | e83056c3b6a6bf8bc5e826a352a7d415 | 1,371,944,725 | 35.189606 | -84.519168 | 0 |
6,052 | 2020-06-22 23:45:29 | 3,589,289,942,931,264 | fraud_Block Group | misc_pos | 7.3 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 9453b2e85375e3409154b6d4aea771d7 | 1,371,944,729 | 43.25272 | -98.015813 | 0 |
6,053 | 2020-06-22 23:45:32 | 3,585,740,823,295,298 | fraud_Brown-Greenholt | entertainment | 98.96 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 3515a9e1ed508d66cd96a6c8e4a1ae17 | 1,371,944,732 | 33.779021 | -99.633984 | 0 |
6,054 | 2020-06-22 23:45:57 | 3,518,758,680,062,249 | fraud_Reinger, Weissnat and Strosin | food_dining | 24.68 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | 953eb1fcac0a24d03150f8208d40e420 | 1,371,944,757 | 38.681348 | -109.480966 | 0 |
6,055 | 2020-06-22 23:46:24 | 567,868,110,212 | fraud_Howe PLC | entertainment | 89.57 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 7c63180c072085632cbfee38a8fd02ef | 1,371,944,784 | 29.0268 | -96.150037 | 0 |
6,056 | 2020-06-22 23:46:34 | 4,378,993,458,389,626 | fraud_Goyette-Herzog | travel | 6.38 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | b4046e8ad905ca41158afa9d4e11d5d6 | 1,371,944,794 | 44.519187 | -71.937727 | 0 |
6,057 | 2020-06-22 23:46:40 | 30,131,826,429,364 | fraud_Schmeler-Howe | personal_care | 262.08 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | ea5baf8050736278d9faf7470cc642cd | 1,371,944,800 | 36.276308 | -83.346303 | 0 |
6,058 | 2020-06-22 23:46:44 | 3,598,634,130,286,287 | fraud_Conroy Ltd | shopping_pos | 407.15 | David | Hughes | M | 707 Butler Parkways Apt. 747 | Omaha | NE | 68,117 | 41.2064 | -95.9953 | 518,429 | Surveyor, land/geomatics | 1995-10-10 | 1f69393b8130b9814128cc2188340816 | 1,371,944,804 | 40.907774 | -96.112896 | 0 |
6,059 | 2020-06-22 23:46:55 | 4,186,530,744,674 | fraud_Hintz, Bauch and Smith | health_fitness | 25.4 | Casey | Howell | F | 374 Christopher Ramp Suite 855 | Blackville | SC | 29,817 | 33.3645 | -81.2718 | 4,913 | Technical brewer | 1966-11-10 | 2a209259c3e26c17699b648de5015e46 | 1,371,944,815 | 34.248731 | -80.271922 | 0 |
6,060 | 2020-06-22 23:48:03 | 4,745,996,322,265 | fraud_Price Inc | shopping_net | 250.8 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | fb9e5c8c62a02b852e2e284a06f494b3 | 1,371,944,883 | 42.35464 | -85.70531 | 0 |
6,061 | 2020-06-22 23:48:12 | 213,141,712,584,544 | fraud_Cormier, Stracke and Thiel | entertainment | 370.88 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 5b166b533888132306ffc01d4a06bc14 | 1,371,944,892 | 31.572268 | -90.477718 | 0 |
6,062 | 2020-06-22 23:48:45 | 6,011,329,966,782,895 | fraud_Goyette Inc | shopping_net | 10.72 | 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 | 40a4ec36461ebc778a4a43ac06bde1d8 | 1,371,944,925 | 36.314038 | -95.390024 | 0 |
6,063 | 2020-06-22 23:48:49 | 30,561,214,688,470 | fraud_Simonis-Prohaska | misc_pos | 22.06 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | abfdda16da23ea81c3295fe18da491bd | 1,371,944,929 | 40.124214 | -75.632099 | 0 |
6,064 | 2020-06-22 23:48:52 | 30,103,132,002,433 | fraud_Mosciski Group | travel | 5.76 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | 29c88aebd043b339fa910b89c09313fd | 1,371,944,932 | 41.616039 | -78.786999 | 0 |
6,065 | 2020-06-22 23:49:10 | 3,567,879,740,649,740 | fraud_Homenick LLC | personal_care | 84.98 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | 131bbbe5ff41619210b2b034535a4274 | 1,371,944,950 | 44.186025 | -76.274951 | 0 |
6,066 | 2020-06-22 23:49:27 | 213,102,873,001,603 | fraud_Waelchi-Wolf | kids_pets | 147.08 | Joanne | Padilla | F | 477 Alejandro Knolls Suite 828 | Gardiner | OR | 97,441 | 43.7857 | -124.1437 | 260 | Engineer, maintenance | 1956-09-01 | ca99aba725abe20281ace5544f9f4615 | 1,371,944,967 | 44.638459 | -124.252146 | 0 |
6,067 | 2020-06-22 23:49:44 | 4,048,508,450,704,760 | fraud_Ritchie, Oberbrunner and Cremin | travel | 2.23 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 5e32af1e543bc7c87cc34e97dd67f598 | 1,371,944,984 | 40.521438 | -98.500447 | 0 |
6,068 | 2020-06-22 23:49:48 | 180,014,262,259,255 | fraud_Kling, Howe and Schneider | home | 227.7 | Brianna | Page | F | 0043 Henry Plaza | Brantley | AL | 36,009 | 31.571 | -86.2743 | 2,566 | Exercise physiologist | 1958-06-26 | dc8f78172781311027276d0990281c5d | 1,371,944,988 | 30.871722 | -87.148003 | 0 |
6,069 | 2020-06-22 23:49:49 | 4,904,681,492,230,012 | fraud_Friesen-Ortiz | personal_care | 6.83 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | a6cd35dcf0c65bd806bca0ec26237859 | 1,371,944,989 | 41.806193 | -73.602746 | 0 |
6,070 | 2020-06-22 23:49:57 | 213,156,747,557,083 | fraud_Cartwright PLC | kids_pets | 147.5 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 7d86e5e08f9543924f10bdbaaee0b89c | 1,371,944,997 | 33.700111 | -117.351113 | 0 |
6,071 | 2020-06-22 23:50:03 | 3,587,960,728,692,500 | fraud_Johns-Hoeger | entertainment | 53.18 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | a4d8c25086ae18da45115e7b2a1e56d8 | 1,371,945,003 | 41.987886 | -96.157739 | 0 |
6,072 | 2020-06-22 23:50:45 | 6,011,348,830,550,197 | fraud_Beier and Sons | home | 55.19 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 8d02d9c197b082cf39443b10f8f1f762 | 1,371,945,045 | 34.299025 | -85.976752 | 0 |
6,073 | 2020-06-22 23:51:04 | 376,012,912,828,093 | fraud_Yost, Schamberger and Windler | kids_pets | 155.04 | Nathan | Mayer | M | 478 Donovan Corners Apt. 803 | Schaumburg | IL | 60,193 | 42.0144 | -88.0935 | 92,294 | Claims inspector/assessor | 1969-05-01 | bbca0c5d08ef18b948eec9c077338c15 | 1,371,945,064 | 41.122386 | -88.843426 | 0 |
6,074 | 2020-06-22 23:51:12 | 3,586,008,444,788,268 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 8.37 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 915c48c90be8e7e368cd56c21bfca0ce | 1,371,945,072 | 47.483412 | -121.185053 | 0 |
6,075 | 2020-06-22 23:51:32 | 6,538,441,737,335,434 | fraud_Graham, Hegmann and Hammes | food_dining | 6.03 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 95337da510c4c42e43645b0b22e85470 | 1,371,945,092 | 40.886863 | -79.853795 | 0 |
6,076 | 2020-06-22 23:51:47 | 4,469,777,115,158,235,000 | fraud_Kuphal-Toy | food_dining | 28.56 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 82739db6f00b45fb11ec80cd08a71c57 | 1,371,945,107 | 41.848538 | -70.852802 | 0 |
6,077 | 2020-06-22 23:51:49 | 6,538,891,242,532,018 | fraud_Cormier LLC | shopping_net | 3.6 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | c84767f72ba45ca20bf504995822fa57 | 1,371,945,109 | 36.629501 | -91.2424 | 0 |
6,078 | 2020-06-22 23:51:59 | 2,714,019,737,356,678 | fraud_Kub PLC | personal_care | 33.33 | Christina | Moore | F | 542 Finley Ports Apt. 396 | West Finley | PA | 15,377 | 39.9914 | -80.4408 | 724 | Theme park manager | 1995-08-30 | c481b5533f34abed545704c3b48a182a | 1,371,945,119 | 40.34145 | -80.560226 | 0 |
6,079 | 2020-06-22 23:52:02 | 4,681,699,462,969 | fraud_Waelchi-Wolf | kids_pets | 161.19 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 9210d0deee7fe590e52a4e5035137d15 | 1,371,945,122 | 35.808732 | -85.840641 | 0 |
6,080 | 2020-06-22 23:52:06 | 503,874,407,318 | fraud_Cruickshank-Mills | entertainment | 24.33 | Andrew | Mcgee | M | 4130 Tiffany Glen Apt. 562 | San Antonio | TX | 78,248 | 29.5894 | -98.5201 | 1,595,797 | Exhibition designer | 1975-12-28 | 3a550779be117b824d64d58e3163d91e | 1,371,945,126 | 29.277168 | -98.239289 | 0 |
6,081 | 2020-06-22 23:52:57 | 213,193,596,103,206 | fraud_Ziemann-Waters | health_fitness | 76.66 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 713045416626387c99f60e995869b07f | 1,371,945,177 | 46.65228 | -84.327602 | 0 |
6,082 | 2020-06-22 23:53:21 | 4,599,735,407,877,245,000 | fraud_Schoen Ltd | kids_pets | 59.34 | Mary | Myers | F | 39787 Pamela Fall Suite 639 | Tiptonville | TN | 38,079 | 36.3846 | -89.4649 | 5,577 | Geochemist | 1964-12-30 | da0b1f26b48f0c2566afaaae61a38918 | 1,371,945,201 | 37.032065 | -90.325068 | 0 |
6,083 | 2020-06-22 23:53:43 | 4,497,451,418,073,897,000 | fraud_Eichmann, Hayes and Treutel | travel | 1.83 | Elizabeth | Glover | F | 246 Stewart Green Suite 149 | West Monroe | LA | 71,291 | 32.5317 | -92.176 | 54,185 | Radiographer, diagnostic | 1992-11-20 | d846a15ad76107a77b2725077f468fad | 1,371,945,223 | 32.376966 | -91.993082 | 0 |
6,084 | 2020-06-22 23:53:52 | 374,497,717,543,058 | fraud_Erdman-Durgan | health_fitness | 19.94 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | 84cd88a8d85121ce06135ebc4309cbfa | 1,371,945,232 | 46.898527 | -100.495669 | 0 |
6,085 | 2020-06-22 23:54:10 | 4,518,350,514,020,532 | fraud_Denesik and Sons | shopping_pos | 3.62 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | 580302b0a5bfc0a2a6052c0d94af1daf | 1,371,945,250 | 27.305991 | -81.987597 | 0 |
6,086 | 2020-06-22 23:54:40 | 213,112,402,583,773 | fraud_Swift PLC | kids_pets | 96.55 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | 5bf14c5cf300fc2f1df5515ec0276047 | 1,371,945,280 | 34.110154 | -82.133798 | 0 |
6,087 | 2020-06-22 23:55:01 | 4,958,589,671,582,727,000 | fraud_Crona and Sons | kids_pets | 234.01 | Aaron | Pena | M | 793 Hooper Tunnel Suite 154 | Burke | VA | 22,015 | 38.7894 | -77.2818 | 43,102 | Health visitor | 1950-11-27 | 3ffafb45eee5d2893783aef4a86231db | 1,371,945,301 | 38.18669 | -77.315063 | 0 |
6,088 | 2020-06-22 23:55:19 | 4,069,975,342,931,683 | fraud_Hermiston, Russel and Price | food_dining | 103.05 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | e1f543d90c1e42f481b730cc73fac88c | 1,371,945,319 | 39.343971 | -82.498547 | 0 |
6,089 | 2020-06-22 23:55:50 | 341,542,810,616,333 | fraud_Skiles LLC | home | 3.76 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | 91bc2c124e2fb9547e24de3a0a9a2f61 | 1,371,945,350 | 39.519041 | -94.292421 | 0 |
6,090 | 2020-06-22 23:56:13 | 36,153,880,429,415 | fraud_Quitzon-Goyette | home | 55.54 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | dbf47c4e4b7591762c08f90cca74ac15 | 1,371,945,373 | 28.604247 | -81.81905 | 0 |
6,091 | 2020-06-22 23:56:59 | 3,568,736,585,751,727 | fraud_Cartwright PLC | kids_pets | 50.24 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | 2dd31b0d31f0ba17405696ebf34001c9 | 1,371,945,419 | 41.586732 | -92.793263 | 0 |
6,092 | 2020-06-22 23:57:20 | 4,755,696,071,492 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 4.41 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | ee8136beda67b329b23adb73f28d99d4 | 1,371,945,440 | 33.312341 | -96.666477 | 0 |
6,093 | 2020-06-22 23:57:30 | 4,476,840,372,112 | fraud_Deckow-Dare | food_dining | 16.91 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 6b0058fe5307a3aeedde72f975cff5a3 | 1,371,945,450 | 34.893148 | -86.18447 | 0 |
6,094 | 2020-06-22 23:57:32 | 180,084,695,172,649 | fraud_Haley, Batz and Auer | health_fitness | 33.15 | Holly | Mann | F | 7644 Joseph Fields | Nokomis | IL | 62,075 | 39.3036 | -89.2853 | 3,458 | Building surveyor | 1985-12-08 | 374987a4ea5582d0917a781dcdb7ab74 | 1,371,945,452 | 39.217769 | -88.543639 | 0 |
6,095 | 2020-06-22 23:57:36 | 3,556,613,125,071,656 | fraud_Beier LLC | entertainment | 71.61 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | e9545e850d111e33ae9728c8c1584f52 | 1,371,945,456 | 29.357144 | -95.441584 | 0 |
6,096 | 2020-06-22 23:57:41 | 180,031,190,491,743 | fraud_Kilback and Sons | entertainment | 40.39 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | 17f15c00e1f73ff07ecbde02a9b28605 | 1,371,945,461 | 29.779467 | -87.159539 | 0 |
6,097 | 2020-06-22 23:57:48 | 30,501,624,614,310 | fraud_Medhurst, Cartwright and Ebert | personal_care | 63.15 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | ed7941bde0b8b4e10ba634486341e2f3 | 1,371,945,468 | 33.392643 | -80.313758 | 0 |
6,098 | 2020-06-22 23:57:53 | 4,302,475,216,404,898 | fraud_Reichert-Weissnat | travel | 3.69 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | 57311342a63045fbe516075b250123a0 | 1,371,945,473 | 43.061161 | -92.861494 | 0 |
6,099 | 2020-06-22 23:58:20 | 3,597,926,034,019,603 | fraud_Terry-Huel | shopping_net | 7.5 | Derrick | Flores | M | 83690 Nicholas Ports Apt. 846 | Oakland | TN | 38,060 | 35.2229 | -89.5518 | 9,496 | Furniture conservator/restorer | 1993-03-23 | 49d74986142b582c7f7e9dd95a57f183 | 1,371,945,500 | 35.799589 | -90.449085 | 0 |
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