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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,270,600 | 2020-06-11 23:01:21 | 4,265,776,278,887,457 | fraud_Denesik, Powlowski and Pouros | home | 87.87 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | dc9f4eaee5bb174109e426669e0dfd33 | 1,370,991,681 | 34.576821 | -91.522503 | 0 |
1,270,601 | 2020-06-11 23:01:23 | 4,003,989,662,068,504 | fraud_Christiansen-Gusikowski | misc_pos | 58.65 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | b4e9a664af7dbdfc2c828d67378b6d69 | 1,370,991,683 | 33.208822 | -87.313159 | 0 |
1,270,602 | 2020-06-11 23:02:24 | 3,564,839,259,330,465 | fraud_Hermiston, Russel and Price | food_dining | 10.18 | 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 | d8e764555e2b2b776964b6762996f7ac | 1,370,991,744 | 38.668818 | -122.935708 | 0 |
1,270,603 | 2020-06-11 23:02:54 | 36,485,887,555,770 | fraud_Brown PLC | misc_net | 150.03 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | 287678e31c78274bd50a401056d95ba2 | 1,370,991,774 | 39.822789 | -83.813549 | 0 |
1,270,604 | 2020-06-11 23:03:59 | 30,551,643,947,183 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 111.37 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | c297cdad34a23f6b5ab27d64c61cca12 | 1,370,991,839 | 35.447716 | -80.754168 | 0 |
1,270,605 | 2020-06-11 23:04:58 | 345,933,964,507,467 | fraud_Schmidt-Larkin | home | 61.41 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 408dd2ccfd9e1b12f45e8fb2e2c5bc0d | 1,370,991,898 | 39.340694 | -76.083686 | 0 |
1,270,606 | 2020-06-11 23:05:09 | 4,536,996,888,716,062,000 | fraud_Klein Group | entertainment | 30.67 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | 8489c354d5e2080925a1e34b27a810e9 | 1,370,991,909 | 35.67312 | -106.03787 | 0 |
1,270,607 | 2020-06-11 23:06:37 | 345,933,964,507,467 | fraud_Kilback LLC | food_dining | 2.63 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 5f95748014d6869a47a25a41da33143c | 1,370,991,997 | 38.225828 | -74.591255 | 0 |
1,270,608 | 2020-06-11 23:06:37 | 3,518,669,219,150,142 | fraud_Schiller Ltd | personal_care | 157.73 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | a96d50b38bdb45118c674e42be602c80 | 1,370,991,997 | 39.908414 | -84.946816 | 0 |
1,270,609 | 2020-06-11 23:06:39 | 3,560,797,065,840,735 | fraud_Pouros-Haag | shopping_pos | 8.81 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 62457fa5dded66624832a18a2c926751 | 1,370,991,999 | 45.386606 | -100.982863 | 0 |
1,270,610 | 2020-06-11 23:07:04 | 4,935,858,973,307,492 | fraud_McKenzie-Huels | food_dining | 52.62 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | 74e963d4e538b63295b671b5cefe4202 | 1,370,992,024 | 33.415146 | -82.378677 | 0 |
1,270,611 | 2020-06-11 23:07:27 | 30,235,438,713,303 | fraud_Spencer-Runolfsson | misc_pos | 6.39 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | a22b9b6117a9e801737c414302c8bbd5 | 1,370,992,047 | 38.812303 | -81.240079 | 0 |
1,270,612 | 2020-06-11 23:08:18 | 372,246,459,334,925 | fraud_Gulgowski LLC | home | 92.9 | Rick | Martinez | M | 062 Poole Hollow Apt. 815 | Deadwood | SD | 57,732 | 44.3566 | -103.6999 | 1,979 | Multimedia programmer | 1970-03-13 | bc82437b95c64df0c62b17f8eae8ae5a | 1,370,992,098 | 44.308371 | -103.771958 | 0 |
1,270,613 | 2020-06-11 23:09:04 | 2,383,461,948,823,908 | fraud_Feil, Hilpert and Koss | food_dining | 9.62 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | 6b1dd469b312c373314c96312d145223 | 1,370,992,144 | 43.644841 | -71.258804 | 0 |
1,270,614 | 2020-06-11 23:10:04 | 3,585,740,823,295,298 | fraud_Cartwright PLC | kids_pets | 39.89 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 729d8e2fe3fae450de90ee3f08e4e750 | 1,370,992,204 | 33.69553 | -100.315738 | 0 |
1,270,615 | 2020-06-11 23:12:23 | 213,125,815,021,702 | fraud_Crona and Sons | kids_pets | 3.53 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | f0951f8b6880aa45b09be9321a0d9e49 | 1,370,992,343 | 41.108211 | -73.455489 | 0 |
1,270,616 | 2020-06-11 23:12:37 | 4,509,142,395,811,241 | fraud_Bartoletti and Sons | personal_care | 38.78 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | c193fd189c8ebd764566b64ae16c20a1 | 1,370,992,357 | 31.697961 | -83.052934 | 0 |
1,270,617 | 2020-06-11 23:12:46 | 3,586,008,444,788,268 | fraud_Moore, Williamson and Emmerich | home | 21.08 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 6480fe7958ab6703d16178be755f7ffb | 1,370,992,366 | 47.936412 | -121.801985 | 0 |
1,270,618 | 2020-06-11 23:13:20 | 4,476,840,372,112 | fraud_Kerluke, Considine and Macejkovic | misc_net | 9.36 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 58d707894e13d07fbf894d292999c964 | 1,370,992,400 | 34.831562 | -85.456919 | 0 |
1,270,619 | 2020-06-11 23:14:13 | 6,011,348,830,550,197 | fraud_Padberg-Sauer | home | 87.3 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 0711a10176d8258d43aa85ab80bd5eae | 1,370,992,453 | 33.847107 | -86.863449 | 0 |
1,270,620 | 2020-06-11 23:15:46 | 3,564,182,536,169,293 | fraud_Hintz, Bauch and Smith | health_fitness | 33.58 | Brenda | Johnson | F | 56160 Nicholas Isle | Norwich | OH | 43,767 | 39.9934 | -81.8024 | 1,443 | Research scientist (medical) | 1962-03-04 | 45431206444103a387ea95e6a0b2a07a | 1,370,992,546 | 39.64017 | -81.846573 | 0 |
1,270,621 | 2020-06-11 23:16:04 | 371,284,100,299,909 | fraud_Pacocha-Weissnat | kids_pets | 55.26 | Hannah | Thomas | F | 1004 Willis Pass | Hedley | TX | 79,237 | 34.8698 | -100.6806 | 513 | Early years teacher | 1976-05-24 | b63fd3e97ae0da539c3ca0d9c6b3071e | 1,370,992,564 | 35.206734 | -100.417403 | 0 |
1,270,622 | 2020-06-11 23:17:12 | 3,563,837,241,599,446 | fraud_Bernhard, Grant and Langworth | shopping_pos | 174.69 | 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 | 985c4ad0c546cab2c1e578977566bfbb | 1,370,992,632 | 44.940393 | -122.899149 | 0 |
1,270,623 | 2020-06-11 23:17:21 | 639,023,984,367 | fraud_Rau-Grant | kids_pets | 19.07 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 0cf1bd105f43a670b6616c1bb6db34fa | 1,370,992,641 | 44.385489 | -75.305296 | 0 |
1,270,624 | 2020-06-11 23:19:17 | 376,028,110,684,021 | fraud_Kutch, Steuber and Gerhold | food_dining | 68.03 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | 67d6adba2759db4166a3ffb44db9bf0b | 1,370,992,757 | 39.692774 | -92.704052 | 0 |
1,270,625 | 2020-06-11 23:19:34 | 30,131,826,429,364 | fraud_Kling-Ernser | entertainment | 193.24 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | cf43ab133a5796d014b42f631d7475ec | 1,370,992,774 | 36.121556 | -84.640392 | 0 |
1,270,626 | 2020-06-11 23:19:54 | 2,268,221,587,779,419 | fraud_O'Connell-Ullrich | home | 62.92 | Peggy | Berry | F | 517 Vasquez Lodge | Vancouver | WA | 98,665 | 45.6892 | -122.6616 | 299,480 | Teaching laboratory technician | 1985-01-02 | 2f932c6d8e0f1a15ff7da42d1f5f0c1b | 1,370,992,794 | 45.021588 | -121.758904 | 0 |
1,270,627 | 2020-06-11 23:20:17 | 341,542,810,616,333 | fraud_Hartmann, Rowe and Hermann | travel | 5.31 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | a7292fe7f84756ffffb518a80b299a54 | 1,370,992,817 | 40.178642 | -94.627263 | 0 |
1,270,628 | 2020-06-11 23:20:18 | 3,549,202,406,645,667 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 924.48 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | 6bb971a48175f1f749b68b436ca4b680 | 1,370,992,818 | 43.373114 | -71.017605 | 1 |
1,270,629 | 2020-06-11 23:20:29 | 4,427,805,710,168 | fraud_Swift PLC | kids_pets | 40.6 | Michelle | Rodriguez | F | 1742 Brandon Squares Apt. 461 | Ruidoso | NM | 88,355 | 33.3305 | -105.6933 | 8,874 | Licensed conveyancer | 2000-08-16 | 369f4c64ee4b9fed9fb1f41bb4437ee3 | 1,370,992,829 | 33.150239 | -105.797793 | 0 |
1,270,630 | 2020-06-11 23:20:39 | 3,596,357,274,378,601 | fraud_Schuppe LLC | entertainment | 7.87 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | c598f3f384c6f978a1e20ab61078cb2c | 1,370,992,839 | 40.133617 | -77.291474 | 0 |
1,270,631 | 2020-06-11 23:21:45 | 4,294,040,533,480,516 | fraud_Predovic Inc | shopping_net | 8.27 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 2d5945acbfee9309f74ad146b218635b | 1,370,992,905 | 32.692706 | -81.504517 | 0 |
1,270,632 | 2020-06-11 23:22:06 | 4,658,490,815,480,264 | fraud_Bahringer, Bergnaum and Quitzon | home | 47.46 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 61821670b83bede18d9431b892b49c9f | 1,370,992,926 | 39.041448 | -80.572802 | 0 |
1,270,633 | 2020-06-11 23:22:42 | 376,445,266,762,684 | fraud_Bins, Balistreri and Beatty | shopping_pos | 35.45 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 2cb359a9f05b7b961a9b6a9b21055879 | 1,370,992,962 | 41.000281 | -100.571681 | 0 |
1,270,634 | 2020-06-11 23:24:03 | 3,512,365,128,314,616 | fraud_Gerhold LLC | home | 114.83 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 6d2046c38c445b3b4f70c2d10de55f73 | 1,370,993,043 | 37.623278 | -89.81258 | 0 |
1,270,635 | 2020-06-11 23:24:41 | 3,559,679,414,981,506 | fraud_Leannon-Ward | food_dining | 25.05 | Olivia | Stephenson | F | 292 Cassidy Oval | Lowville | NY | 13,367 | 43.7893 | -75.4156 | 8,830 | Theme park manager | 1991-03-29 | 1f6b3d79270f0e1a597cb12d9e1d8553 | 1,370,993,081 | 43.469936 | -75.078473 | 0 |
1,270,636 | 2020-06-11 23:25:59 | 345,933,964,507,467 | fraud_Bernhard, Grant and Langworth | shopping_pos | 535.3 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 749c3512e43ff6a1a0843056722b8c7f | 1,370,993,159 | 38.760471 | -74.560316 | 0 |
1,270,637 | 2020-06-11 23:26:53 | 4,708,992,452,821,239 | fraud_Cummerata-Hilpert | entertainment | 96.67 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | fc1f3bfec1234e25e499abef2cb64e94 | 1,370,993,213 | 35.31191 | -92.334331 | 0 |
1,270,638 | 2020-06-11 23:27:08 | 6,011,399,591,920,186 | fraud_Kihn-Schuster | food_dining | 9.01 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | fc3f20c72caec698c57f56a480b37051 | 1,370,993,228 | 42.734058 | -73.263279 | 0 |
1,270,639 | 2020-06-11 23:27:15 | 2,229,378,226,512,508 | fraud_Johns Inc | entertainment | 64.3 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 975ba91725d9e3a2791d2356c6e6828a | 1,370,993,235 | 43.105937 | -90.169969 | 0 |
1,270,640 | 2020-06-11 23:28:04 | 340,951,438,290,556 | fraud_Johnston-Casper | travel | 5.04 | Maria | Garcia | F | 865 Thomas Village | Orangeburg | NY | 10,962 | 41.0442 | -73.9609 | 5,950 | Records manager | 1971-07-02 | e9084bfd477e09b59f9191e7a297466b | 1,370,993,284 | 41.031069 | -73.463256 | 0 |
1,270,641 | 2020-06-11 23:28:25 | 213,126,662,687,660 | fraud_Bruen-Yost | misc_pos | 3.09 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | ba17601c2fed4766738e16fdecd1acbb | 1,370,993,305 | 28.266481 | -98.602124 | 0 |
1,270,642 | 2020-06-11 23:29:28 | 3,514,865,930,894,695 | fraud_Fahey Inc | kids_pets | 113.54 | Christopher | Castaneda | M | 1632 Cohen Drive Suite 639 | High Rolls Mountain Park | NM | 88,325 | 32.9396 | -105.8189 | 899 | Naval architect | 1967-08-30 | c0c9385fd6c38f1b93c19f0beaaca200 | 1,370,993,368 | 33.659962 | -106.066952 | 0 |
1,270,643 | 2020-06-11 23:30:45 | 3,551,217,896,304,745 | fraud_Romaguera, Wehner and Tromp | kids_pets | 68.03 | 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 | 6d9029d05029950ecf0544518af2e264 | 1,370,993,445 | 44.57195 | -75.330641 | 0 |
1,270,644 | 2020-06-11 23:30:54 | 2,383,461,948,823,908 | fraud_Cormier, Stracke and Thiel | entertainment | 111.56 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | 5dfb8e2896cdad778e8dc44f1c24daac | 1,370,993,454 | 43.20426 | -70.759231 | 0 |
1,270,645 | 2020-06-11 23:31:25 | 3,545,109,339,866,548 | fraud_Moore, Dibbert and Koepp | misc_net | 2.52 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | c276e4b0e19129f0f863a4c71695549d | 1,370,993,485 | 33.611862 | -89.622253 | 0 |
1,270,646 | 2020-06-11 23:31:34 | 630,451,534,402 | fraud_Spencer PLC | entertainment | 101.82 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | e617308cc508dd4f95ab36ac95f96895 | 1,370,993,494 | 45.973948 | -85.955077 | 0 |
1,270,647 | 2020-06-11 23:33:25 | 3,575,540,972,310,993 | fraud_Schaefer Ltd | kids_pets | 61.97 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | c474eb0e80c4256e4555f99c10db47df | 1,370,993,605 | 35.159504 | -88.658945 | 0 |
1,270,648 | 2020-06-11 23:34:46 | 30,328,384,440,870 | fraud_Kuphal-Toy | food_dining | 39.6 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | e9e2919288dcbc8161d5f6e654d83f39 | 1,370,993,686 | 39.360382 | -93.905695 | 0 |
1,270,649 | 2020-06-11 23:35:02 | 30,561,214,688,470 | fraud_Tromp Group | travel | 3.86 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | ffd2f44bcd3faf682c334404f1e493b7 | 1,370,993,702 | 41.333744 | -76.32655 | 0 |
1,270,650 | 2020-06-11 23:35:17 | 5,456,776,410,929,288 | fraud_Metz, Russel and Metz | kids_pets | 136.13 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | 4b5badef2aaba1adfb037b6123f160cc | 1,370,993,717 | 41.684239 | -79.63328 | 0 |
1,270,651 | 2020-06-11 23:35:21 | 4,599,285,557,366,057 | fraud_Quitzon, Green and Bashirian | shopping_pos | 168.38 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | 341200c3bd27c78b98ef0c41368df32b | 1,370,993,721 | 37.310997 | -98.325453 | 0 |
1,270,652 | 2020-06-11 23:36:47 | 3,561,212,938,177,173 | fraud_Stamm-Witting | shopping_net | 9.29 | Jose | Campbell | M | 550 Cunningham Squares | Dadeville | AL | 36,853 | 32.8224 | -85.7704 | 8,269 | Minerals surveyor | 1977-01-04 | 989377b04760b3efa77f6780ae1ec81e | 1,370,993,807 | 32.320735 | -86.609963 | 0 |
1,270,653 | 2020-06-11 23:36:54 | 377,993,105,397,617 | fraud_Quitzon, Green and Bashirian | shopping_pos | 3.69 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | d3c363cad6cbce963ac42fd908875d8b | 1,370,993,814 | 45.348163 | -87.190218 | 0 |
1,270,654 | 2020-06-11 23:37:06 | 2,268,221,587,779,419 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 68.77 | Peggy | Berry | F | 517 Vasquez Lodge | Vancouver | WA | 98,665 | 45.6892 | -122.6616 | 299,480 | Teaching laboratory technician | 1985-01-02 | f4aeb3f020dfc80f4448461ffc65a81f | 1,370,993,826 | 46.342197 | -122.886379 | 0 |
1,270,655 | 2020-06-11 23:37:49 | 3,549,202,406,645,667 | fraud_Pouros-Haag | shopping_pos | 1,052.92 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | c4ee05d9ce6a68ffc45bfd2f02f0710e | 1,370,993,869 | 43.915864 | -71.311554 | 1 |
1,270,656 | 2020-06-11 23:38:07 | 6,011,542,681,743,618 | fraud_Nolan-Williamson | kids_pets | 7.13 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | b6e70c1eece50e586b02761ca07b6e01 | 1,370,993,887 | 39.052501 | -78.247184 | 0 |
1,270,657 | 2020-06-11 23:39:27 | 4,070,511,711,385,545 | fraud_Rau-Grant | kids_pets | 58.31 | Stephanie | Hopkins | F | 44089 Carrie Crossing Suite 954 | Falls City | TX | 78,113 | 28.9814 | -98.0156 | 2,435 | Engineer, mining | 1967-04-09 | d5f0c3e685d3545c55bfa4fca464f91c | 1,370,993,967 | 28.047672 | -97.633188 | 0 |
1,270,658 | 2020-06-11 23:39:33 | 377,234,009,633,447 | fraud_Jerde-Hermann | travel | 7.39 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | 36a7a74eeac499efba95c61179c43c96 | 1,370,993,973 | 39.157159 | -77.886035 | 0 |
1,270,659 | 2020-06-11 23:40:28 | 4,181,833,256,558,614,000 | fraud_Fadel Inc | health_fitness | 30.72 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 0313f238e63d9eb32f10bd49a3749d65 | 1,370,994,028 | 36.485657 | -105.307119 | 0 |
1,270,660 | 2020-06-11 23:40:37 | 3,568,255,211,412,877 | fraud_Reichert, Rowe and Mraz | shopping_net | 8.48 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | ba0a7c4f05541934c14cd377b30a98fd | 1,370,994,037 | 40.907742 | -84.791342 | 0 |
1,270,661 | 2020-06-11 23:41:15 | 6,538,891,242,532,018 | fraud_Ernser-Lynch | food_dining | 30.18 | 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 | c59020c17ac4ac671dc3faa05a63ced7 | 1,370,994,075 | 36.585106 | -90.849708 | 0 |
1,270,662 | 2020-06-11 23:41:20 | 213,175,487,106,448 | fraud_Rau-Robel | kids_pets | 159.12 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | 448930eaf59300f203b64c7fed4b7207 | 1,370,994,080 | 33.10077 | -99.191018 | 0 |
1,270,663 | 2020-06-11 23:41:35 | 5,456,776,410,929,288 | fraud_Nienow, Barrows and Romaguera | personal_care | 101.59 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | a9564a22e1e9f171e8997b8def9fd2a9 | 1,370,994,095 | 40.850106 | -79.769712 | 0 |
1,270,664 | 2020-06-11 23:41:46 | 4,926,376,199,189,801 | fraud_Larson-Moen | entertainment | 127.32 | Claire | Davis | F | 83685 Matthew Center Suite 870 | Cherokee Village | AR | 72,529 | 36.3011 | -91.5281 | 4,726 | Pharmacologist | 1977-06-07 | 891e54e56c5b0bd42ae4b5f5d317d227 | 1,370,994,106 | 37.266545 | -91.326599 | 0 |
1,270,665 | 2020-06-11 23:42:14 | 4,239,436,242,473 | fraud_Abernathy and Sons | food_dining | 4.64 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | aeaa094ccf00b4e1d34b05897218df89 | 1,370,994,134 | 38.845199 | -77.529656 | 0 |
1,270,666 | 2020-06-11 23:42:17 | 4,512,828,414,983,802,000 | fraud_Mohr Inc | shopping_pos | 6.87 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 3cf337a376aa02ab7ae6cdd4d0d44722 | 1,370,994,137 | 40.021002 | -79.038363 | 0 |
1,270,667 | 2020-06-11 23:42:42 | 4,474,324,669,797,121 | fraud_Shanahan-Lehner | personal_care | 28.7 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | 5d9852ae3deece4f837bd9f9389a8007 | 1,370,994,162 | 38.677208 | -118.327476 | 0 |
1,270,668 | 2020-06-11 23:42:43 | 4,874,017,206,859,125 | fraud_Cormier LLC | shopping_net | 68.56 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | d2e46cd6fb1ef090d3699694ed3daabc | 1,370,994,163 | 45.321517 | -123.236727 | 0 |
1,270,669 | 2020-06-11 23:43:07 | 4,005,676,619,255,478 | fraud_Veum-Koelpin | travel | 5.73 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | b98b2fa46b61bb498bd74320affd4cd1 | 1,370,994,187 | 31.07304 | -91.822093 | 0 |
1,270,670 | 2020-06-11 23:43:38 | 370,877,495,212,014 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 1.27 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 3635d92a494466964823d7e0d475a9aa | 1,370,994,218 | 36.378531 | -81.282651 | 0 |
1,270,671 | 2020-06-11 23:45:59 | 2,229,378,226,512,508 | fraud_Metz, Russel and Metz | kids_pets | 44.89 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 6ba2d3e92125efb920ef4720748667ed | 1,370,994,359 | 43.997352 | -89.314054 | 0 |
1,270,672 | 2020-06-11 23:46:11 | 4,585,132,874,641 | fraud_Fadel-Hilpert | health_fitness | 58.36 | Karen | Gordon | F | 543 Ware Path Apt. 593 | Utica | MO | 64,686 | 39.7417 | -93.6289 | 271 | Land/geomatics surveyor | 1972-04-18 | f09c61ecb32710afc55a08baabaff64c | 1,370,994,371 | 39.949924 | -93.392245 | 0 |
1,270,673 | 2020-06-11 23:46:15 | 4,710,792,708,725,663 | fraud_Torphy-Goyette | shopping_pos | 6.9 | Justin | Bell | M | 954 Green Wall | Churubusco | IN | 46,723 | 41.229 | -85.3244 | 7,692 | Research officer, trade union | 1986-12-13 | cda745c96bf73f5bb85d024aa62a3579 | 1,370,994,375 | 42.203181 | -85.64876 | 0 |
1,270,674 | 2020-06-11 23:46:16 | 5,559,857,416,065,248 | fraud_Ernser-Feest | home | 11.02 | Jack | Hill | M | 5916 Susan Bridge Apt. 939 | Grenada | CA | 96,038 | 41.6125 | -122.5258 | 589 | Systems analyst | 1945-12-21 | 86d19203351a02af1b202d28305c7ad8 | 1,370,994,376 | 41.044459 | -122.919805 | 0 |
1,270,675 | 2020-06-11 23:46:26 | 4,681,601,008,538,160 | fraud_Parker, Nolan and Trantow | entertainment | 56.68 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 833c8d1b772126a23456a52252bd99e8 | 1,370,994,386 | 39.437671 | -80.351949 | 0 |
1,270,676 | 2020-06-11 23:46:37 | 30,561,214,688,470 | fraud_Terry-Huel | shopping_net | 9.28 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | ca61ea489f14dfb346cb1c565ca5afff | 1,370,994,397 | 40.981525 | -76.208938 | 0 |
1,270,677 | 2020-06-11 23:46:56 | 676,248,282,243 | fraud_Daugherty-Thompson | food_dining | 46.89 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | 15f7a1cecf7c2ee15f76041e85c978db | 1,370,994,416 | 27.351483 | -82.329885 | 0 |
1,270,678 | 2020-06-11 23:47:00 | 4,613,314,721,966 | fraud_Waters-Cruickshank | health_fitness | 70.9 | Jason | Murphy | M | 542 Steve Curve Suite 011 | Collettsville | NC | 28,611 | 35.9946 | -81.7266 | 885 | Soil scientist | 1988-09-15 | abbafd4dc6979f0a71fed58cdad3eb04 | 1,370,994,420 | 35.822602 | -82.243472 | 0 |
1,270,679 | 2020-06-11 23:47:16 | 4,797,297,220,948,469,000 | fraud_Watsica LLC | personal_care | 1.07 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 184d7c63be7eeb13052b4b8b8ae46d25 | 1,370,994,436 | 38.206803 | -86.675635 | 0 |
1,270,680 | 2020-06-11 23:47:27 | 30,290,551,782,700 | fraud_Monahan, Hermann and Johns | travel | 6.44 | John | Clarke | M | 27909 Peter Motorway | Cadiz | KY | 42,211 | 36.802 | -87.8286 | 13,422 | Commissioning editor | 1961-09-03 | b627bf69d0d2b6b34aa2fa922fd12d73 | 1,370,994,447 | 37.471771 | -88.272035 | 0 |
1,270,681 | 2020-06-11 23:48:13 | 30,404,291,151,692 | fraud_Waters-Cruickshank | health_fitness | 5.62 | Savannah | Lewis | F | 537 Walker Freeway | North Tonawanda | NY | 14,120 | 43.0498 | -78.851 | 45,100 | Ambulance person | 1993-10-25 | 4c9b6682fd6cefc89554ed0c9d873769 | 1,370,994,493 | 42.291089 | -79.348035 | 0 |
1,270,682 | 2020-06-11 23:48:56 | 3,589,289,942,931,264 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 51.43 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 1d25166fbe2878890eeb1937d17f8fa8 | 1,370,994,536 | 43.603491 | -97.141465 | 0 |
1,270,683 | 2020-06-11 23:49:17 | 4,642,255,475,285,942 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 9.55 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 91c95619df6bcfd50ddbdca89ef3703a | 1,370,994,557 | 38.531846 | -110.561727 | 0 |
1,270,684 | 2020-06-11 23:49:45 | 3,596,217,206,093,829 | fraud_Reichert, Rowe and Mraz | shopping_net | 9.78 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 96ec63ebb9400cb1e42f91755f093abc | 1,370,994,585 | 41.513669 | -91.521228 | 0 |
1,270,685 | 2020-06-11 23:49:55 | 676,372,984,911 | fraud_Zemlak, Tillman and Cremin | personal_care | 89.39 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | ed14330d761aaf677ce631c9ec3fb905 | 1,370,994,595 | 40.19231 | -97.75137 | 0 |
1,270,686 | 2020-06-11 23:50:34 | 4,292,743,669,224,718,000 | fraud_Huel-Langworth | misc_net | 4.93 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | de60000710816e8d581b1bdf3f6c4cfc | 1,370,994,634 | 38.911044 | -76.366335 | 0 |
1,270,687 | 2020-06-11 23:51:16 | 4,449,530,933,957,323 | fraud_Torphy-Kertzmann | health_fitness | 81.99 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | 53a7ec77923ddf9290eb2f7ea6a9d059 | 1,370,994,676 | 37.854644 | -122.045601 | 0 |
1,270,688 | 2020-06-11 23:51:59 | 3,549,202,406,645,667 | fraud_Pacocha-O'Reilly | grocery_pos | 318.94 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | 2ec7c76ac561032430af0ee14a63b3a4 | 1,370,994,719 | 44.29424 | -69.808536 | 1 |
1,270,689 | 2020-06-11 23:52:13 | 4,996,263,498,048,679 | fraud_Dibbert and Sons | entertainment | 50.3 | Kendra | King | F | 154 Hernandez Keys | Smith River | CA | 95,567 | 41.9404 | -124.1587 | 1,930 | Web designer | 1983-06-13 | c8891989892f95173e5f44e6446665be | 1,370,994,733 | 41.388597 | -124.522751 | 0 |
1,270,690 | 2020-06-11 23:52:37 | 38,057,513,087,029 | fraud_Bins-Howell | personal_care | 2.29 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | 195dbcd3af96e33bdebc079a4e703ca1 | 1,370,994,757 | 37.714213 | -121.825905 | 0 |
1,270,691 | 2020-06-11 23:52:46 | 372,509,258,176,510 | fraud_Bauch-Blanda | entertainment | 267.32 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 3dae21d4f3a05399b0b3bfdde5e29b43 | 1,370,994,766 | 42.213814 | -83.713325 | 0 |
1,270,692 | 2020-06-11 23:53:54 | 4,904,681,492,230,012 | fraud_Johns Inc | entertainment | 17.95 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | cbef51b94d0fd286b3a40fa5ef1b3d0e | 1,370,994,834 | 42.287918 | -73.898838 | 0 |
1,270,693 | 2020-06-11 23:55:03 | 3,524,574,586,339,330 | fraud_Medhurst Inc | home | 36.48 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | 31be0ad0aa9209d86fcbb878f2df035a | 1,370,994,903 | 28.497405 | -81.353279 | 0 |
1,270,694 | 2020-06-11 23:55:15 | 3,533,177,016,567,295 | fraud_Schuppe-Schuppe | food_dining | 26.33 | Derek | Bentley | M | 782 Lee Crossing Apt. 209 | Weeping Water | NE | 68,463 | 40.8731 | -96.1528 | 1,517 | Dealer | 1951-11-08 | fbfccf9a723f40fa3132e8f70380a623 | 1,370,994,915 | 40.103447 | -96.196354 | 0 |
1,270,695 | 2020-06-11 23:55:49 | 676,102,124,465 | fraud_Pacocha-Bauch | shopping_pos | 756.92 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 2253429d0eecdce375658a24a146ceda | 1,370,994,949 | 38.084676 | -122.115314 | 0 |
1,270,696 | 2020-06-11 23:56:03 | 4,169,759,661,243,568 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 9.13 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 8fe937090e7cfb853aa6f8fb42c14751 | 1,370,994,963 | 39.718731 | -75.561694 | 0 |
1,270,697 | 2020-06-11 23:56:13 | 583,699,482,621 | fraud_Goyette-Gerhold | kids_pets | 83.09 | Jennifer | Jones | F | 5572 Kelly Plains Apt. 952 | Waupaca | WI | 54,981 | 44.3481 | -89.1101 | 15,426 | Engineer, civil (contracting) | 1936-07-22 | 49ef0ce817283772bd2f10ed9c6bce52 | 1,370,994,973 | 43.362521 | -89.528322 | 0 |
1,270,698 | 2020-06-11 23:56:34 | 4,640,395,708,703 | fraud_Bradtke, Torp and Bahringer | personal_care | 49.84 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | ef1e9281ffb4ce14959f829c252f3b33 | 1,370,994,994 | 31.260885 | -91.627407 | 0 |
1,270,699 | 2020-06-11 23:56:59 | 372,509,258,176,510 | fraud_Padberg-Sauer | home | 134.85 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 7e0efbc8a57fc1a20feb9e66edfd8bac | 1,370,995,019 | 42.718882 | -83.779101 | 0 |
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