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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9,900 | 2020-06-23 23:24:38 | 4,809,701,904,914 | fraud_Gottlieb-Hansen | personal_care | 118.73 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | ac7019891213366dea65734d552ff7e7 | 1,372,029,878 | 32.292998 | -84.436394 | 0 |
9,901 | 2020-06-23 23:24:47 | 2,576,709,887,791,552 | fraud_Walter, Hettinger and Kessler | personal_care | 41.76 | 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 | 3cc136125ea53693fdaa969c17d4f143 | 1,372,029,887 | 32.752132 | -116.269101 | 0 |
9,902 | 2020-06-23 23:24:48 | 6,011,724,471,098,086 | fraud_Crist, Jakubowski and Littel | home | 37.83 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 8cdcf493fda48d1168dc4fa1e8eb7db6 | 1,372,029,888 | 46.121797 | -118.647658 | 0 |
9,903 | 2020-06-23 23:24:50 | 3,545,109,339,866,548 | fraud_Lehner, Reichert and Mills | misc_pos | 5.03 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 2b40ee15cac41bd0e7351a17175dbfe0 | 1,372,029,890 | 33.791836 | -89.541155 | 0 |
9,904 | 2020-06-23 23:25:21 | 3,541,160,328,600,277 | fraud_Goldner-Lemke | entertainment | 46.36 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 010b776360574a0d4fcd04481226ab02 | 1,372,029,921 | 39.543236 | -90.521338 | 0 |
9,905 | 2020-06-23 23:25:30 | 36,722,699,017,270 | fraud_Waters-Cruickshank | health_fitness | 107.83 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | be0d4973e093838b708c99e2329151d9 | 1,372,029,930 | 33.836556 | -110.62019 | 0 |
9,906 | 2020-06-23 23:26:07 | 5,596,347,693,144,598 | fraud_Beier and Sons | home | 94.11 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | 8c7cc8075c566552e2371e0155e4fd55 | 1,372,029,967 | 29.507898 | -89.522556 | 0 |
9,907 | 2020-06-23 23:26:11 | 3,593,118,134,380,341 | fraud_Botsford and Sons | home | 20.97 | Laura | Casey | F | 6114 Moran Way | Steuben | ME | 4,680 | 44.4971 | -67.9503 | 1,131 | Make | 1959-05-10 | 62d93a0204b3b478fc3e71e251e181f9 | 1,372,029,971 | 44.374648 | -68.420149 | 0 |
9,908 | 2020-06-23 23:26:32 | 4,210,078,554,961,359,000 | fraud_Weimann-Lockman | kids_pets | 64.64 | Valerie | Clark | F | 7402 West Ranch | Lowell | OR | 97,452 | 43.921 | -122.7806 | 1,420 | Systems analyst | 1965-11-11 | 44508ae9137c2f0968b071ab5ffefa07 | 1,372,029,992 | 43.100386 | -123.31999 | 0 |
9,909 | 2020-06-23 23:26:38 | 180,049,032,966,888 | fraud_Willms, Kris and Bergnaum | shopping_pos | 144.64 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | ef88e6dd7c821c996219a0f5d265eb0d | 1,372,029,998 | 46.071562 | -91.013329 | 0 |
9,910 | 2020-06-23 23:27:51 | 375,904,527,651,269 | fraud_Dare-Gibson | health_fitness | 188.38 | Ryan | Cook | M | 75952 Wilson Course | Roseland | NE | 68,973 | 40.4591 | -98.5551 | 463 | Nurse, mental health | 1948-05-31 | 964a4950e5f15af3184d63e4a98513f1 | 1,372,030,071 | 39.575466 | -99.138108 | 0 |
9,911 | 2020-06-23 23:28:08 | 4,424,338,559,877,976 | fraud_Bradtke, Torp and Bahringer | personal_care | 45.94 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | 76443c1fbce0c6d2555f39e1195f1e23 | 1,372,030,088 | 40.233488 | -82.748304 | 0 |
9,912 | 2020-06-23 23:28:34 | 345,389,171,551,808 | fraud_Effertz LLC | entertainment | 29.73 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | bda4d34aaeb5277658fddf555f7c0ff1 | 1,372,030,114 | 33.689247 | -90.598299 | 0 |
9,913 | 2020-06-23 23:28:41 | 213,153,151,785,052 | fraud_Hoppe, Harris and Bednar | entertainment | 58.25 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 4a9fe160361e87e5032dc6d76cd572c9 | 1,372,030,121 | 44.942601 | -89.285124 | 0 |
9,914 | 2020-06-23 23:29:28 | 4,587,657,402,165,341,700 | fraud_Mosciski Group | travel | 4.02 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | f8bc5487f8fe0497e5b3e83e6164278a | 1,372,030,168 | 41.364642 | -87.955815 | 0 |
9,915 | 2020-06-23 23:29:42 | 2,252,055,259,910,912 | fraud_Kihn-Fritsch | food_dining | 76.77 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | c5c6c15bf442065136db17c792c50a90 | 1,372,030,182 | 43.787967 | -89.926402 | 0 |
9,916 | 2020-06-23 23:30:31 | 6,011,367,958,204,270 | fraud_Wuckert, Wintheiser and Friesen | home | 50.25 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 4f0640a3b4dfa7319298c3e5a19e491a | 1,372,030,231 | 40.348261 | -80.881283 | 0 |
9,917 | 2020-06-23 23:30:40 | 30,150,717,898,388 | fraud_Fritsch and Sons | health_fitness | 67.62 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | 45ec23d4bf7fa0a5df48053074d30b65 | 1,372,030,240 | 33.786635 | -85.815797 | 0 |
9,918 | 2020-06-23 23:30:57 | 4,265,776,278,887,457 | fraud_Schroeder, Hauck and Treutel | entertainment | 7.79 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | caa3d1ac3fb4e22988182851bf590a20 | 1,372,030,257 | 34.600739 | -91.400897 | 0 |
9,919 | 2020-06-23 23:31:10 | 30,357,372,465,631 | fraud_Treutel-King | travel | 7.85 | John | Nichols | M | 00821 Joanna Meadow | Dalton | WI | 53,926 | 43.6718 | -89.1918 | 1,628 | Civil Service fast streamer | 1967-09-30 | 8b57c0f7624bfdb89ec7f8e6e8cfd597 | 1,372,030,270 | 43.68601 | -88.829978 | 0 |
9,920 | 2020-06-23 23:31:26 | 3,511,378,610,369,890 | fraud_Pollich LLC | home | 92.28 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | ece040bbc59bb67449b1805743677a9e | 1,372,030,286 | 35.046923 | -87.337996 | 0 |
9,921 | 2020-06-23 23:31:41 | 370,818,583,810,103 | fraud_Johns Inc | entertainment | 80.8 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | 08dc447469cff1940f3cbb11088dd3ed | 1,372,030,301 | 39.491267 | -79.082727 | 0 |
9,922 | 2020-06-23 23:32:27 | 6,011,542,681,743,618 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 2.64 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | 2f1522e488ea3079ac998feeca948d34 | 1,372,030,347 | 39.650438 | -77.919978 | 0 |
9,923 | 2020-06-23 23:32:37 | 4,536,996,888,716,062,000 | fraud_Spencer-Runolfsson | misc_pos | 2.04 | 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 | 1b0e73f1ad95ee054f591abb5104fe9d | 1,372,030,357 | 35.857216 | -106.114348 | 0 |
9,924 | 2020-06-23 23:33:04 | 30,175,986,190,993 | fraud_McKenzie-Huels | food_dining | 42.03 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | 248fe585f28659af3727760a47399e78 | 1,372,030,384 | 47.630162 | -95.394 | 0 |
9,925 | 2020-06-23 23:33:05 | 4,561,368,699,336,875 | fraud_Wuckert, Wintheiser and Friesen | home | 21.69 | Pamela | Lewis | F | 653 Jessica Extension Apt. 668 | Clifton | SC | 29,324 | 34.9906 | -81.8327 | 167 | Museum/gallery conservator | 1988-11-01 | 9e1d74f23fd5a37cdc5cd16ed51e1d8d | 1,372,030,385 | 35.470681 | -81.733398 | 0 |
9,926 | 2020-06-23 23:33:14 | 4,426,075,337,087,318,500 | fraud_Koss, Hansen and Lueilwitz | home | 10.06 | Kyle | James | M | 621 Smith Hollow Apt. 738 | Topeka | KS | 66,616 | 39.0645 | -95.6413 | 163,415 | Clinical cytogeneticist | 1975-06-25 | 293e1c30d9dea35225694f37aaa5b156 | 1,372,030,394 | 38.199416 | -96.481391 | 0 |
9,927 | 2020-06-23 23:33:45 | 370,877,495,212,014 | fraud_Boyer PLC | shopping_net | 3.51 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | f8355b0669d806e55ad1f88b6e206516 | 1,372,030,425 | 35.752039 | -81.028272 | 0 |
9,928 | 2020-06-23 23:34:05 | 571,365,235,126 | fraud_Romaguera and Sons | travel | 5.15 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | d1898e5ca87eb3170b5847845200f906 | 1,372,030,445 | 45.014473 | -86.530613 | 0 |
9,929 | 2020-06-23 23:34:24 | 30,044,330,818,990 | fraud_Wiza, Schaden and Stark | misc_pos | 93.65 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | af8723bbf196817cf51794d3394de8a6 | 1,372,030,464 | 25.768707 | -81.34882 | 0 |
9,930 | 2020-06-23 23:34:38 | 4,989,847,570,577,635,000 | fraud_Botsford PLC | home | 57.96 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | 049b9a544433239aca0512d415e6f58b | 1,372,030,478 | 33.514157 | -80.997499 | 0 |
9,931 | 2020-06-23 23:35:01 | 639,023,984,367 | fraud_Johns Inc | entertainment | 12.1 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | bd5931b050a560d6eade686f60181505 | 1,372,030,501 | 45.110939 | -75.943546 | 0 |
9,932 | 2020-06-23 23:35:27 | 4,149,238,353,975,790 | fraud_Schoen-Quigley | kids_pets | 59.82 | Tanner | Carroll | M | 494 Burke Ports | Cokeburg | PA | 15,324 | 40.1008 | -80.0652 | 632 | Dealer | 1989-04-08 | 03ad30f1cc851649a62f4800848489f4 | 1,372,030,527 | 40.529036 | -79.614583 | 0 |
9,933 | 2020-06-23 23:35:29 | 4,635,330,563,105,903 | fraud_Eichmann, Hayes and Treutel | travel | 86.01 | Christina | Rose | F | 1984 Taylor Island Suite 836 | Falls Church | VA | 22,046 | 38.8856 | -77.1802 | 116,155 | Chartered accountant | 1983-07-10 | d1567895126e36327dfade2f3c109ccf | 1,372,030,529 | 39.213782 | -77.455159 | 0 |
9,934 | 2020-06-23 23:36:54 | 675,990,301,623 | fraud_Reinger, Weissnat and Strosin | food_dining | 104.92 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | bbbeaeac5f8377f7d7fdadd72752a568 | 1,372,030,614 | 40.201393 | -75.092056 | 0 |
9,935 | 2020-06-23 23:37:04 | 376,656,886,990,758 | fraud_Hirthe-Beier | health_fitness | 11.93 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | 8322cc1c709f19da8ceabdd0f31e79da | 1,372,030,624 | 31.793659 | -94.78591 | 0 |
9,936 | 2020-06-23 23:37:07 | 630,469,040,731 | fraud_Hermiston, Russel and Price | food_dining | 32.75 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | 02646b0315871d4a8871d2621f2b73bb | 1,372,030,627 | 45.601617 | -121.825522 | 0 |
9,937 | 2020-06-23 23:37:20 | 3,556,613,125,071,656 | fraud_Cormier LLC | shopping_net | 4.66 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 60be86f0597ff75ba50647782185b9fd | 1,372,030,640 | 29.753198 | -95.869292 | 0 |
9,938 | 2020-06-23 23:37:30 | 4,990,494,243,023 | fraud_Ankunding-Carroll | travel | 3.87 | Martin | Ford | M | 56812 Francis Courts | Corriganville | MD | 21,524 | 39.6967 | -78.8031 | 626 | Energy engineer | 1960-12-13 | c04efc0e4752b7b7264dae727d4d490f | 1,372,030,650 | 40.002034 | -78.873746 | 0 |
9,939 | 2020-06-23 23:37:59 | 5,456,776,410,929,288 | fraud_Goldner-Lemke | entertainment | 51.31 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | 3450b503bf47643a507d186d003869e3 | 1,372,030,679 | 40.500557 | -79.006506 | 0 |
9,940 | 2020-06-23 23:38:25 | 4,585,132,874,641 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 35.71 | Karen | Gordon | F | 543 Ware Path Apt. 593 | Utica | MO | 64,686 | 39.7417 | -93.6289 | 271 | Land/geomatics surveyor | 1972-04-18 | 46e977343d718c99b2453b686668a01a | 1,372,030,705 | 38.805908 | -92.912823 | 0 |
9,941 | 2020-06-23 23:38:58 | 2,266,735,643,685,262 | fraud_Dickinson-Rempel | misc_pos | 8.94 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 8a4657cb54dd361b8541188c294ef16f | 1,372,030,738 | 34.093089 | -87.145814 | 0 |
9,942 | 2020-06-23 23:39:16 | 5,104,807,169,438,134 | fraud_Swift PLC | kids_pets | 16.99 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | 0ac5401351362be7379ac6d7afc6e7e5 | 1,372,030,756 | 40.362473 | -73.377278 | 0 |
9,943 | 2020-06-23 23:39:18 | 6,011,492,816,282,597 | fraud_Turner, Ruecker and Parisian | misc_pos | 133.71 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | 6b6c2b73f375e5a16afa5d54de1bd2ec | 1,372,030,758 | 33.674586 | -92.052392 | 0 |
9,944 | 2020-06-23 23:39:23 | 3,533,742,182,628,021 | fraud_Auer-West | shopping_net | 3.73 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | f33d5284a3d380ed75b55428f3dcf513 | 1,372,030,763 | 32.485308 | -80.237637 | 0 |
9,945 | 2020-06-23 23:39:55 | 2,712,209,726,293,386 | fraud_Larkin Ltd | kids_pets | 27.89 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 5870d56a578c81f7e3c79ee92bf26520 | 1,372,030,795 | 29.910503 | -91.621231 | 0 |
9,946 | 2020-06-23 23:41:16 | 377,993,105,397,617 | fraud_Prosacco, Kreiger and Kovacek | home | 6.51 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 4f32c1192d9142d21d7b0e592c268720 | 1,372,030,876 | 45.692364 | -87.982659 | 0 |
9,947 | 2020-06-23 23:41:34 | 3,513,618,443,244,549 | fraud_Ernser-Feest | home | 277.02 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | ea951f84152badbce37efa429544ca26 | 1,372,030,894 | 43.842843 | -98.424189 | 0 |
9,948 | 2020-06-23 23:41:35 | 675,945,690,716 | fraud_Breitenberg-Hermiston | kids_pets | 61.71 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | 5ed903b5adda61286af0130525d3c75e | 1,372,030,895 | 40.459241 | -80.580023 | 0 |
9,949 | 2020-06-23 23:42:02 | 4,155,021,259,183,870 | fraud_O'Connell, Botsford and Hand | home | 67.43 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | a5f26077564341cacfa81110a7149022 | 1,372,030,922 | 34.050646 | -98.521315 | 0 |
9,950 | 2020-06-23 23:42:21 | 2,254,799,658,404,120 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 2.07 | Barbara | Nelson | F | 7337 Browning Falls Suite 027 | Valdosta | GA | 31,605 | 30.946 | -83.2474 | 94,325 | Educational psychologist | 1987-09-08 | 4356e15ca2e7270839504709efddf7ff | 1,372,030,941 | 30.641135 | -82.594775 | 0 |
9,951 | 2020-06-23 23:42:21 | 371,226,440,126,102 | fraud_Walter, Hettinger and Kessler | personal_care | 9.43 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 176619278895ffbbe919b8f863dac94a | 1,372,030,941 | 38.000328 | -88.869864 | 0 |
9,952 | 2020-06-23 23:43:23 | 4,210,078,554,961,359,000 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 4.13 | Valerie | Clark | F | 7402 West Ranch | Lowell | OR | 97,452 | 43.921 | -122.7806 | 1,420 | Systems analyst | 1965-11-11 | 1435772bf12a0d95dc0048dcabcb18e3 | 1,372,031,003 | 44.569938 | -122.772625 | 0 |
9,953 | 2020-06-23 23:43:58 | 4,646,845,581,490,336,000 | fraud_Hartmann, Rowe and Hermann | travel | 1.08 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 48c6022a0ba5a89706af55014d95358c | 1,372,031,038 | 40.979866 | -73.001359 | 0 |
9,954 | 2020-06-23 23:45:47 | 577,588,686,219 | fraud_Windler, Goodwin and Kovacek | home | 365.72 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 88eff4b781ae583c9117ff34c6231f7c | 1,372,031,147 | 39.701679 | -79.760892 | 0 |
9,955 | 2020-06-23 23:45:48 | 2,283,743,876,903,625 | fraud_Dare, Casper and Bartoletti | kids_pets | 11.99 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 288816c10ddaf21286b13438e8e49f7a | 1,372,031,148 | 34.16695 | -84.862909 | 0 |
9,956 | 2020-06-23 23:45:58 | 213,157,767,990,030 | fraud_Roob-Okuneva | health_fitness | 20.41 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | a0a2d81e701ad10fd08615d5bed72168 | 1,372,031,158 | 40.620241 | -108.597383 | 0 |
9,957 | 2020-06-23 23:46:04 | 3,514,897,282,719,543 | fraud_Streich Ltd | home | 7.61 | Steven | Faulkner | M | 841 Cheryl Centers Suite 115 | Farmington | NY | 14,425 | 42.958 | -77.3083 | 10,717 | Cytogeneticist | 1952-10-13 | c8d5eb0f95570517380756b50d60345c | 1,372,031,164 | 43.88253 | -76.552071 | 0 |
9,958 | 2020-06-23 23:47:08 | 36,913,587,729,122 | fraud_Cole, Hills and Jewess | home | 25.72 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 45130dc61f2bb3cf3ecbf74ca299e68c | 1,372,031,228 | 42.697486 | -116.392512 | 0 |
9,959 | 2020-06-23 23:47:44 | 36,078,114,201,167 | fraud_Kessler Inc | travel | 2.33 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 385156551294fd5fdaebec54a9ef7ced | 1,372,031,264 | 37.444178 | -83.702223 | 0 |
9,960 | 2020-06-23 23:47:45 | 30,131,826,429,364 | fraud_Beer-Jast | kids_pets | 18.18 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 4738f4f14c9418a48090e09d1c7b3c3a | 1,372,031,265 | 35.151239 | -84.490103 | 0 |
9,961 | 2020-06-23 23:47:55 | 4,044,436,772,018,844,700 | fraud_Medhurst PLC | shopping_net | 1.72 | Amy | Abbott | F | 01505 Amy Stravenue | Dayton | OH | 45,415 | 39.8355 | -84.2613 | 479,994 | Environmental manager | 1970-11-09 | 9f3a6233c2572588ce216102ce0282ca | 1,372,031,275 | 39.481114 | -84.433408 | 0 |
9,962 | 2020-06-23 23:49:00 | 4,555,104,582,813,474 | fraud_Stiedemann Ltd | food_dining | 64.52 | Chris | Daniel | M | 025 White Fork Apt. 633 | Rock Glen | PA | 18,246 | 40.954 | -76.1747 | 143 | Health and safety adviser | 1982-02-19 | ea0e70f42f4751a3280cc9ab2b10504a | 1,372,031,340 | 41.460878 | -75.862865 | 0 |
9,963 | 2020-06-23 23:49:01 | 38,057,513,087,029 | fraud_Terry, Johns and Bins | misc_pos | 3.27 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | 6c497643eacd44cf77a43e35a1d97052 | 1,372,031,341 | 36.66166 | -122.312818 | 0 |
9,964 | 2020-06-23 23:49:47 | 374,930,071,163,758 | fraud_Hoppe, Harris and Bednar | entertainment | 26.3 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 6c61a64450e903cbb79ff8ca8147fe50 | 1,372,031,387 | 41.794467 | -83.204131 | 0 |
9,965 | 2020-06-23 23:49:49 | 4,446,368,897,795,790 | fraud_Schulist Ltd | food_dining | 52.65 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | a888a96398b007c3f1f213794957227b | 1,372,031,389 | 38.707358 | -74.539811 | 0 |
9,966 | 2020-06-23 23:50:09 | 30,175,986,190,993 | fraud_Romaguera, Wehner and Tromp | kids_pets | 159.31 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | 1bca0021845bb1c02a52de1755890486 | 1,372,031,409 | 46.587881 | -95.749383 | 0 |
9,967 | 2020-06-23 23:50:10 | 3,583,293,909,206,278 | fraud_Terry, Johns and Bins | misc_pos | 46.98 | Deborah | Fisher | F | 1911 Fisher Brook | Kirtland Afb | NM | 87,117 | 35.0203 | -106.5503 | 310 | Surveyor, land/geomatics | 1978-09-30 | 8cc369a97ff2f16b84b461320d7a46a4 | 1,372,031,410 | 35.199248 | -106.405782 | 0 |
9,968 | 2020-06-23 23:51:29 | 3,575,789,281,659,026 | fraud_Conroy Ltd | shopping_pos | 7.65 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | fe9a475a8284baa353aa82e2b0148904 | 1,372,031,489 | 39.333004 | -93.811554 | 0 |
9,969 | 2020-06-23 23:51:32 | 4,658,490,815,480,264 | fraud_Larson, Quitzon and Spencer | travel | 7.17 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 5aa0304f232f503240ee50113e0d6eab | 1,372,031,492 | 39.933439 | -79.201584 | 0 |
9,970 | 2020-06-23 23:51:39 | 60,487,002,085 | fraud_Padberg-Sauer | home | 40.53 | David | White | M | 66234 Hall Lock Suite 758 | Jackson | MS | 39,211 | 32.3739 | -90.1293 | 233,060 | Horticulturist, commercial | 1972-08-15 | 6c0562675ae10642467eb1d871fc55d2 | 1,372,031,499 | 33.110152 | -89.588838 | 0 |
9,971 | 2020-06-23 23:51:52 | 2,283,743,876,903,625 | fraud_Kuhn Group | food_dining | 28.37 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | c7f8da13d3f9159e576adb19ceb363f2 | 1,372,031,512 | 34.031156 | -84.472073 | 0 |
9,972 | 2020-06-23 23:52:16 | 213,199,865,312,311 | fraud_Hagenes, Kohler and Hoppe | food_dining | 8.05 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | ad71ea49eae1a55464e2600b6d1a2f2d | 1,372,031,536 | 35.319031 | -84.708547 | 0 |
9,973 | 2020-06-23 23:52:27 | 4,586,810,168,620,942 | fraud_McGlynn-Jaskolski | misc_pos | 79.02 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | f8daae8a441fcebceab3bdb283f2b38a | 1,372,031,547 | 32.478313 | -79.40458 | 0 |
9,974 | 2020-06-23 23:52:37 | 4,610,064,888,664,703 | fraud_Rempel Inc | shopping_net | 2.35 | Tammy | Maldonado | F | 3312 Rachel Parks Suite 474 | Stittville | NY | 13,469 | 43.2229 | -75.2899 | 847 | Systems analyst | 1996-01-11 | 15cbeebf83cc65bb9a29e807779bd2a9 | 1,372,031,557 | 44.034587 | -75.790613 | 0 |
9,975 | 2020-06-23 23:52:38 | 630,424,987,505 | fraud_Friesen Ltd | health_fitness | 5.13 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 464bcc39b836e3dbf32f18838cb62be7 | 1,372,031,558 | 38.852178 | -79.314881 | 0 |
9,976 | 2020-06-23 23:52:56 | 3,590,736,522,064,285 | fraud_Reilly and Sons | health_fitness | 5.41 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 58438b7d12ce68d96c8d52f5d609c8c2 | 1,372,031,576 | 34.406194 | -93.401806 | 0 |
9,977 | 2020-06-23 23:53:07 | 3,541,160,328,600,277 | fraud_Kutch, Steuber and Gerhold | food_dining | 18.11 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 10a981d6768b842b846c04623dfec50b | 1,372,031,587 | 38.863871 | -90.744515 | 0 |
9,978 | 2020-06-23 23:53:12 | 375,534,208,663,984 | fraud_Larkin, Stracke and Greenfelder | entertainment | 76.47 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | 82aa3e44ec04e9b00bc6b8c11dc34bcf | 1,372,031,592 | 37.836229 | -79.522286 | 0 |
9,979 | 2020-06-23 23:53:29 | 4,998,109,455,173,950 | fraud_Schumm PLC | health_fitness | 115.82 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | a6a2073437019d1900592f9998fbad9f | 1,372,031,609 | 38.812076 | -93.95737 | 0 |
9,980 | 2020-06-23 23:53:42 | 180,036,456,789,979 | fraud_Schroeder, Hauck and Treutel | entertainment | 10.1 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 0a5f7bbc00a90ac34901f486c832c5d3 | 1,372,031,622 | 43.890145 | -91.71998 | 0 |
9,981 | 2020-06-23 23:53:45 | 30,446,018,552,504 | fraud_McGlynn-Jaskolski | misc_pos | 9.71 | Felicia | Thomas | F | 47035 Murray Harbors | Achille | OK | 74,720 | 33.8396 | -96.3648 | 608 | Seismic interpreter | 1993-05-27 | b76faf97b6107b21ee13042c665b99bf | 1,372,031,625 | 33.211025 | -96.73797 | 0 |
9,982 | 2020-06-23 23:54:34 | 5,540,636,818,935,089 | fraud_Gerhold LLC | home | 71.37 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 79392e5cd7531eda5c50373d0d238bbe | 1,372,031,674 | 43.456287 | -71.457033 | 0 |
9,983 | 2020-06-23 23:54:41 | 4,586,260,469,584 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 31.33 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | 23911216336a18428e31d6bcfef3dae9 | 1,372,031,681 | 40.771942 | -94.876303 | 0 |
9,984 | 2020-06-23 23:55:08 | 6,595,970,453,799,027 | fraud_Renner Ltd | home | 45.98 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | c6b7ecba318b07fbf96d93d4e59a5cdc | 1,372,031,708 | 40.037585 | -73.806466 | 0 |
9,985 | 2020-06-23 23:55:15 | 4,536,996,888,716,062,000 | fraud_Medhurst, Labadie and Gottlieb | travel | 3.84 | 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 | 493bfdbc0e1330e46e4df52f7fe0f743 | 1,372,031,715 | 35.656149 | -106.554285 | 0 |
9,986 | 2020-06-23 23:55:37 | 4,561,892,980,175 | fraud_Eichmann, Hayes and Treutel | travel | 5.24 | Jacqueline | Allen | F | 166 Lisa Fords | Greenwood | IN | 46,143 | 39.596 | -86.1309 | 78,968 | Financial adviser | 1968-02-10 | a51d80ec6d1201b97194d62720d946dd | 1,372,031,737 | 40.36784 | -85.422307 | 0 |
9,987 | 2020-06-23 23:56:10 | 180,049,032,966,888 | fraud_Witting, Beer and Ernser | home | 72.26 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | 70df712ad5fb11d3004998d021b5b319 | 1,372,031,770 | 46.422242 | -90.912049 | 0 |
9,988 | 2020-06-23 23:56:36 | 3,547,574,373,318,979 | fraud_Hills, Hegmann and Schaefer | health_fitness | 57.89 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | dcc7a8dbdee8b8d170aa8487d7dd8a34 | 1,372,031,796 | 38.167742 | -88.004044 | 0 |
9,989 | 2020-06-23 23:56:51 | 30,248,898,834,493 | fraud_Lynch-Wisozk | home | 13.81 | Michael | Rodriguez | M | 172 Paula Inlet Apt. 650 | Cross Plains | TX | 76,443 | 32.1482 | -99.1872 | 1,897 | Chief Operating Officer | 1953-04-19 | 3ae47e3c83eb0fd3fbcd61601071481f | 1,372,031,811 | 31.167472 | -99.507287 | 0 |
9,990 | 2020-06-23 23:56:51 | 4,509,922,033,272,157 | fraud_Roberts, Ryan and Smith | personal_care | 35.79 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | 55946446b776b6b976626c5d9b6125ae | 1,372,031,811 | 44.209016 | -97.76998 | 0 |
9,991 | 2020-06-23 23:57:01 | 581,293,083,266 | fraud_Lesch Ltd | shopping_pos | 141.75 | William | Thomas | M | 39227 Mcpherson Shoals | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Podiatrist | 1989-10-06 | a75588101f8a0b5a9943f610298264c9 | 1,372,031,821 | 36.704213 | -98.436523 | 0 |
9,992 | 2020-06-23 23:57:05 | 346,273,234,529,002 | fraud_Botsford PLC | home | 186.13 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | c43722a3d0848fdf2e7278ed1ecdcab6 | 1,372,031,825 | 37.516689 | -81.208968 | 0 |
9,993 | 2020-06-23 23:57:22 | 4,836,998,673,805,450 | fraud_Friesen Inc | shopping_pos | 128.27 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | aa174a3d413cde11cf55920acf6acb4b | 1,372,031,842 | 47.0053 | -86.6632 | 0 |
9,994 | 2020-06-23 23:57:40 | 4,365,382,885,912,355 | fraud_Wuckert, Wintheiser and Friesen | home | 77.44 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | 1ed25c13e044a62a726f4d7ee0e712d3 | 1,372,031,860 | 47.398863 | -92.860879 | 0 |
9,995 | 2020-06-23 23:57:42 | 4,998,109,455,173,950 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 13.55 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | cefca0b671e9b16e684c55d3d9fd47f6 | 1,372,031,862 | 38.98525 | -95.337796 | 0 |
9,996 | 2020-06-23 23:57:52 | 676,195,318,214 | fraud_Schmidt-Larkin | home | 1.81 | Brandy | Quinn | F | 9734 Beard Fields Suite 885 | Altair | TX | 77,412 | 29.6047 | -96.5249 | 106 | Editor, film/video | 1983-07-24 | 8d22e9613fb2c0844c87c6158aea32c2 | 1,372,031,872 | 30.388847 | -96.48031 | 0 |
9,997 | 2020-06-23 23:57:53 | 4,585,132,874,641 | fraud_O'Hara-Wilderman | food_dining | 1.9 | Karen | Gordon | F | 543 Ware Path Apt. 593 | Utica | MO | 64,686 | 39.7417 | -93.6289 | 271 | Land/geomatics surveyor | 1972-04-18 | 99ca46fdbfeb0b758de66551ec51c92e | 1,372,031,873 | 39.085314 | -94.605202 | 0 |
9,998 | 2020-06-23 23:58:01 | 213,178,765,398,315 | fraud_Christiansen-Gusikowski | misc_pos | 8.98 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | 299878141134493c09b657f7304926b6 | 1,372,031,881 | 43.193529 | -108.528005 | 0 |
9,999 | 2020-06-23 23:58:10 | 30,273,037,698,427 | fraud_Thompson-Gleason | health_fitness | 45.5 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 4e17db367aff3e27cd045d73c3578092 | 1,372,031,890 | 36.483409 | -90.722491 | 0 |
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