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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,291,700 | 2020-06-19 13:34:55 | 3,504,178,999,463,051 | fraud_Armstrong, Walter and Gottlieb | food_dining | 77.75 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | 93340a7bc750b869e9463aef6ec7b285 | 1,371,648,895 | 41.003469 | -83.616035 | 0 |
1,291,701 | 2020-06-19 13:35:17 | 4,972,228,199,573,984 | fraud_Schiller, Blanda and Johnson | home | 50.94 | Brian | Hogan | M | 3316 Cindy Land | Lane | OK | 74,555 | 34.2691 | -95.9685 | 861 | Quantity surveyor | 1960-04-08 | 66f7f630ef54a072ffb6eda9849827ab | 1,371,648,917 | 34.443408 | -95.694222 | 0 |
1,291,702 | 2020-06-19 13:35:38 | 3,568,736,585,751,727 | fraud_Rippin-VonRueden | health_fitness | 74.82 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | 9df8d8abb9d0383a494ec38d9db1a70b | 1,371,648,938 | 41.968299 | -93.074994 | 0 |
1,291,703 | 2020-06-19 13:36:22 | 6,011,893,664,860,915 | fraud_Reilly and Sons | health_fitness | 32.34 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | e95cb94cc908789a290df5915a08c84c | 1,371,648,982 | 38.805201 | -104.691111 | 0 |
1,291,704 | 2020-06-19 13:36:23 | 502,049,568,400 | fraud_Collier LLC | home | 128.93 | Daniel | Melton | M | 6157 Nichols Mews | Marion | CT | 6,444 | 41.7918 | -72.7188 | 370 | Health service manager | 1962-02-13 | e63bfcab0f98f78e11cad3a2451adbb5 | 1,371,648,983 | 41.832665 | -72.436076 | 0 |
1,291,705 | 2020-06-19 13:36:54 | 213,114,122,496,591 | fraud_Abbott-Steuber | personal_care | 14.46 | Jeremy | Perry | M | 797 Jennifer Loop Suite 634 | Minnesota Lake | MN | 56,068 | 43.8295 | -93.8282 | 1,087 | Music tutor | 1963-07-14 | 88a7743f98547a0abc0fea4271dd8658 | 1,371,649,014 | 43.529433 | -93.968415 | 0 |
1,291,706 | 2020-06-19 13:36:59 | 341,546,199,006,537 | fraud_Ziemann-Waters | health_fitness | 81.17 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 3fb76f13d9f2a51b9e04a3f96d941768 | 1,371,649,019 | 65.479398 | -166.556225 | 0 |
1,291,707 | 2020-06-19 13:37:06 | 6,544,734,391,390,261 | fraud_Goyette-Herzog | travel | 4.2 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | b4f6dfa13729d6d9a2e7da52cba67f76 | 1,371,649,026 | 41.740535 | -87.927901 | 0 |
1,291,708 | 2020-06-19 13:37:32 | 4,364,010,865,167,176 | fraud_O'Hara-Wilderman | food_dining | 8.63 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | d80de29b8a902c159ff6c6669975d4ae | 1,371,649,052 | 39.341608 | -120.742655 | 0 |
1,291,709 | 2020-06-19 13:37:35 | 30,442,439,074,871 | fraud_Jewess LLC | shopping_pos | 19.38 | Linda | Sanchez | F | 6574 William Hill Apt. 375 | Jermyn | PA | 18,433 | 41.5744 | -75.5881 | 6,508 | Training and development officer | 1981-06-22 | 77d71f68c874f3fe8c9e7be62902d212 | 1,371,649,055 | 40.778242 | -75.456649 | 0 |
1,291,710 | 2020-06-19 13:38:03 | 3,597,337,756,918,966 | fraud_Rolfson-Kunde | personal_care | 52.89 | Linda | Gonzalez | F | 17667 Price Spur Apt. 366 | Glen Rock | PA | 17,327 | 39.7813 | -76.7477 | 7,565 | Insurance claims handler | 1952-03-08 | 0903d02a4dd7d2ccd431881b5fa33e0a | 1,371,649,083 | 39.813087 | -76.418268 | 0 |
1,291,711 | 2020-06-19 13:38:18 | 6,011,399,591,920,186 | fraud_Kemmer-Buckridge | misc_pos | 9.02 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | a70c52ce9980e2c5b3b30888247f27f4 | 1,371,649,098 | 41.177556 | -72.939785 | 0 |
1,291,712 | 2020-06-19 13:39:42 | 3,583,635,130,604,947 | fraud_Volkman PLC | food_dining | 68.46 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 3cbc222a79fe5dfaa557320391f821da | 1,371,649,182 | 39.178866 | -75.494189 | 0 |
1,291,713 | 2020-06-19 13:41:51 | 373,043,435,942,726 | fraud_Kutch-Ferry | home | 85.88 | Vincent | Richards | M | 2064 Tyler Fork | Beasley | TX | 77,417 | 29.479 | -95.9681 | 2,457 | Trading standards officer | 1981-03-04 | 364d6b91a564eb99cf38a23976934206 | 1,371,649,311 | 29.886456 | -95.344825 | 0 |
1,291,714 | 2020-06-19 13:42:07 | 570,273,151,375 | fraud_Crist, Jakubowski and Littel | home | 34.15 | Peter | Edwards | M | 96122 Steven Flat | Allentown | GA | 31,003 | 32.6064 | -83.2095 | 112 | Lecturer, higher education | 1965-02-03 | e5f10a7e6d60e5d8a611720220d2aae0 | 1,371,649,327 | 33.493709 | -82.376853 | 0 |
1,291,715 | 2020-06-19 13:43:27 | 676,102,124,465 | fraud_Ratke and Sons | health_fitness | 46.31 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | be3d7a5053af7704c8eea05729e70fb0 | 1,371,649,407 | 38.395889 | -121.656994 | 0 |
1,291,716 | 2020-06-19 13:45:11 | 4,229,733,778,084,049 | fraud_Conroy-Emard | food_dining | 78.82 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | 0299d7946a7270b09d11a5b27e95c6ab | 1,371,649,511 | 38.251989 | -85.598145 | 0 |
1,291,717 | 2020-06-19 13:46:19 | 3,543,591,270,174,051 | fraud_Goyette Inc | shopping_net | 4.81 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | 16f45a0335194e9506083e554a5826c3 | 1,371,649,579 | 40.722416 | -78.4963 | 0 |
1,291,718 | 2020-06-19 13:46:27 | 4,355,790,796,238,265,000 | fraud_Bradtke, Torp and Bahringer | personal_care | 1.19 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | 5935d2b72439174b5b1c4015f53c66d1 | 1,371,649,587 | 39.996775 | -91.346334 | 0 |
1,291,719 | 2020-06-19 13:46:39 | 342,360,239,917,375 | fraud_Graham, Hegmann and Hammes | food_dining | 15.41 | Gabriella | Jordan | F | 1299 Joshua Plains | Howes Cave | NY | 12,092 | 42.7045 | -74.3648 | 1,304 | Jewellery designer | 1970-06-09 | 75aedca8d67959067608595d0a6052e5 | 1,371,649,599 | 42.075455 | -73.488115 | 0 |
1,291,720 | 2020-06-19 13:47:08 | 3,545,109,339,866,548 | fraud_Zemlak Group | misc_net | 2.18 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | bb643b1caee45e2a16d4775600c72414 | 1,371,649,628 | 34.139892 | -91.456788 | 0 |
1,291,721 | 2020-06-19 13:47:50 | 3,546,674,063,249,004 | fraud_Gleason and Sons | kids_pets | 77.35 | Jordan | May | M | 1626 Susan Course | Aledo | TX | 76,008 | 32.7004 | -97.6039 | 13,602 | Optometrist | 1984-07-05 | 09ee30dd650b25bf645831eb9e122057 | 1,371,649,670 | 33.294907 | -97.766697 | 0 |
1,291,722 | 2020-06-19 13:47:55 | 30,199,621,383,748 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 71.06 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | d718921a0fc23eaae56b9dec5802afaa | 1,371,649,675 | 34.189507 | -96.97983 | 0 |
1,291,723 | 2020-06-19 13:48:00 | 4,989,847,570,577,635,000 | fraud_Goyette Inc | shopping_net | 38.19 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | 1ee9205f41e8e4c89703f03f10b5c033 | 1,371,649,680 | 33.990778 | -82.202045 | 0 |
1,291,724 | 2020-06-19 13:48:21 | 2,235,613,922,823,698 | fraud_Lesch, D'Amore and Brown | food_dining | 2.97 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | d19a27c0f968179cdc6dd57d909c072f | 1,371,649,701 | 42.772622 | -103.789027 | 0 |
1,291,725 | 2020-06-19 13:48:45 | 4,503,101,193,493,053,000 | fraud_Cormier LLC | health_fitness | 39.93 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | 46f51e27955d4d1c203bac458b32a6e0 | 1,371,649,725 | 28.901005 | -81.349232 | 0 |
1,291,726 | 2020-06-19 13:49:06 | 6,011,197,122,270,059 | fraud_Graham, Hegmann and Hammes | food_dining | 34.42 | Vincent | Ward | M | 06730 Joshua Isle Suite 555 | North Brookfield | MA | 1,535 | 42.2665 | -72.0821 | 4,680 | Field seismologist | 1986-04-03 | 5b803d1e892fe224662f362f28e89d6a | 1,371,649,746 | 41.467582 | -72.175418 | 0 |
1,291,727 | 2020-06-19 13:49:31 | 4,102,003,771,126,577,700 | fraud_Goldner-Lemke | entertainment | 43.54 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | dd77ce78b2fc259b35c847d02b02e4ea | 1,371,649,771 | 32.422727 | -96.709684 | 0 |
1,291,728 | 2020-06-19 13:49:38 | 675,945,690,716 | fraud_Fadel Inc | health_fitness | 152.39 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | 01ee4abfdd10ae175a1428280284a211 | 1,371,649,778 | 41.136693 | -80.852208 | 0 |
1,291,729 | 2020-06-19 13:50:26 | 2,235,613,922,823,698 | fraud_Terry-Huel | shopping_net | 4.87 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 480ecddd1213e73657daf906572d86ca | 1,371,649,826 | 42.38692 | -104.789021 | 0 |
1,291,730 | 2020-06-19 13:50:42 | 4,861,310,130,652,567,000 | fraud_Bahringer-Streich | food_dining | 29.84 | Ashley | Cruz | F | 65417 Walsh Radial Suite 691 | Saint Amant | LA | 70,774 | 30.2385 | -90.8435 | 10,076 | Surveyor, rural practice | 1977-12-16 | 849f029160c97b5103398f353fdcecd3 | 1,371,649,842 | 29.807962 | -90.738885 | 0 |
1,291,731 | 2020-06-19 13:51:57 | 4,629,451,965,224,809 | fraud_Medhurst Inc | home | 312.66 | Karen | Warren | F | 4900 Curtis Gardens Suite 952 | Hahira | GA | 31,632 | 30.9416 | -83.3574 | 10,295 | Teacher, special educational needs | 1997-12-26 | a78c806240cdff277072ddaa99b5a098 | 1,371,649,917 | 31.579168 | -84.285007 | 0 |
1,291,732 | 2020-06-19 13:52:22 | 6,011,109,736,646,996 | fraud_Wuckert, Wintheiser and Friesen | home | 23.38 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | 4b386db9ac68b7ae7d29b9ea6e2a31bd | 1,371,649,942 | 34.637798 | -78.235579 | 0 |
1,291,733 | 2020-06-19 13:52:30 | 3,560,797,065,840,735 | fraud_Brown, Homenick and Lesch | health_fitness | 30.14 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 1c85c82bc5a0046c68adb3118d2be753 | 1,371,649,950 | 46.726253 | -101.913103 | 0 |
1,291,734 | 2020-06-19 13:54:53 | 3,598,304,579,370,089 | fraud_Cole, Hills and Jewess | home | 67.88 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | 5ba4f953f50b01733802378328473b64 | 1,371,650,093 | 36.827983 | -97.96311 | 0 |
1,291,735 | 2020-06-19 13:55:13 | 4,509,142,395,811,241 | fraud_Watsica LLC | personal_care | 86.49 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | e4223966003516a11a79ab876d45ec27 | 1,371,650,113 | 30.962626 | -82.643789 | 0 |
1,291,736 | 2020-06-19 13:55:55 | 503,874,407,318 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 2.3 | 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 | 6470364b038bdaec05a7c1ca03b06efc | 1,371,650,155 | 30.540436 | -98.579923 | 0 |
1,291,737 | 2020-06-19 13:56:27 | 4,623,560,839,669 | fraud_Donnelly LLC | entertainment | 72.92 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | 6b61d772a916a9523301a633e184d73b | 1,371,650,187 | 41.750693 | -95.176146 | 0 |
1,291,738 | 2020-06-19 13:56:43 | 4,149,635,823,017 | fraud_Bernhard-Lesch | food_dining | 7.63 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 68e22908c20eda4be712a567a32d1bed | 1,371,650,203 | 33.579694 | -87.477869 | 0 |
1,291,739 | 2020-06-19 13:57:15 | 4,464,457,352,619 | fraud_Schoen-Quigley | kids_pets | 64.05 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 86c79a982353e8641fc67eaecd8d6dab | 1,371,650,235 | 29.261606 | -84.537639 | 0 |
1,291,740 | 2020-06-19 13:58:30 | 6,592,243,974,328,236 | fraud_Swift PLC | kids_pets | 209.91 | Philip | Hart | M | 97405 Vazquez Plains | Montgomery | AL | 36,111 | 32.3374 | -86.2715 | 214,703 | Chemist, analytical | 1994-10-07 | 5dad44b8cc32e0a869f091bcee5d9028 | 1,371,650,310 | 31.590545 | -85.704117 | 0 |
1,291,741 | 2020-06-19 14:00:00 | 6,011,367,958,204,270 | fraud_Walter, Hettinger and Kessler | personal_care | 226.64 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 37c241cc681c4ad413cd4666725339f5 | 1,371,650,400 | 41.55403 | -81.146697 | 0 |
1,291,742 | 2020-06-19 14:01:05 | 6,011,348,830,550,197 | fraud_Jewess LLC | shopping_pos | 9.96 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 799092e2863abc13209d2068d67d7a8e | 1,371,650,465 | 34.421953 | -87.724416 | 0 |
1,291,743 | 2020-06-19 14:01:10 | 4,319,584,480,204,989,000 | fraud_Watsica LLC | personal_care | 172.21 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 178453d6008b631a1a4f4995f7885a4b | 1,371,650,470 | 36.369899 | -82.294333 | 0 |
1,291,744 | 2020-06-19 14:01:44 | 4,587,577,161,160,601 | fraud_Stoltenberg-Beatty | shopping_pos | 9.62 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 034a0bb9bc0684ce52f6cf73f3fe992c | 1,371,650,504 | 43.149629 | -70.2488 | 0 |
1,291,745 | 2020-06-19 14:02:41 | 4,462,038,234,743,679,500 | fraud_Fahey Inc | kids_pets | 62.17 | Kimberly | Bush | F | 6027 Scott Meadows Suite 494 | Dell City | TX | 79,837 | 31.924 | -105.2099 | 579 | Hydrogeologist | 1945-11-26 | 8cf0422fe1183a6c9ba7d4c87850bdfe | 1,371,650,561 | 31.487771 | -104.295887 | 0 |
1,291,746 | 2020-06-19 14:04:18 | 30,238,755,902,988 | fraud_Schmeler-Howe | personal_care | 17.69 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | d10d5d610c23e686dd94849ce7f670c0 | 1,371,650,658 | 31.025194 | -97.129536 | 0 |
1,291,747 | 2020-06-19 14:04:34 | 4,560,004,149,983,868,400 | fraud_Monahan-Morar | personal_care | 49.37 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | c0aaae477545be5b7bbbb2cb80d27e37 | 1,371,650,674 | 38.322829 | -105.268659 | 0 |
1,291,748 | 2020-06-19 14:04:45 | 676,309,913,934 | fraud_Larkin Ltd | kids_pets | 118.33 | Robert | Martinez | M | 3683 Parrish Circles | Pueblo | CO | 81,005 | 38.2352 | -104.66 | 151,815 | Further education lecturer | 1988-01-04 | 346f3768b285b2f7c5cf9475f2487f8b | 1,371,650,685 | 37.348578 | -105.244371 | 0 |
1,291,749 | 2020-06-19 14:04:46 | 30,518,206,766,474 | fraud_Turner and Sons | shopping_pos | 8.46 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | 44f7e88804a606494bbbd7fa6587b207 | 1,371,650,686 | 37.372488 | -90.12609 | 0 |
1,291,750 | 2020-06-19 14:05:28 | 4,890,424,426,862,857,000 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 7.64 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 367fccab4f2185f5e01830303b14fb6b | 1,371,650,728 | 38.139098 | -120.515236 | 0 |
1,291,751 | 2020-06-19 14:06:07 | 4,725,837,176,265,196,000 | fraud_Predovic Inc | shopping_net | 2.85 | Elizabeth | Mckee | F | 358 Pruitt Square | Jay | FL | 32,565 | 30.8985 | -87.1332 | 5,719 | Higher education careers adviser | 1994-11-05 | 33afe15e4de02fbcfedcee27be646aa2 | 1,371,650,767 | 31.000285 | -86.615388 | 0 |
1,291,752 | 2020-06-19 14:06:21 | 2,266,735,643,685,262 | fraud_Roberts, Ryan and Smith | personal_care | 75.34 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | d2ea11734ed55dd8e59ac2803b360635 | 1,371,650,781 | 35.270985 | -86.143766 | 0 |
1,291,753 | 2020-06-19 14:06:36 | 6,597,888,193,422,452 | fraud_Ziemann-Waters | health_fitness | 63.96 | Bill | Lane | M | 4725 Hurst Curve Apt. 634 | Holliday | TX | 76,366 | 33.6751 | -98.6576 | 2,317 | Chief Technology Officer | 1964-08-23 | 1f7a47fe6c82ec56b76d2ad0aa0b7671 | 1,371,650,796 | 34.341639 | -98.872348 | 0 |
1,291,754 | 2020-06-19 14:07:21 | 213,112,402,583,773 | fraud_Bogisich-Weimann | kids_pets | 44.79 | 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 | 7e494e520d2080a82a940b8086092721 | 1,371,650,841 | 33.641894 | -82.516172 | 0 |
1,291,755 | 2020-06-19 14:07:27 | 4,104,312,520,615,374 | fraud_Williamson LLC | misc_pos | 73.2 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 5a954da948da491f9874d4a93d15c249 | 1,371,650,847 | 33.444338 | -117.169701 | 0 |
1,291,756 | 2020-06-19 14:09:08 | 4,657,269,323,674,365 | fraud_Will Ltd | food_dining | 76.87 | Alicia | Mitchell | F | 125 Kristen Dale | Grand Ridge | FL | 32,442 | 30.7148 | -85.021 | 3,699 | Art gallery manager | 1948-09-07 | 7213860b9937f1a80dbbf97b1d3689e9 | 1,371,650,948 | 30.141136 | -85.269533 | 0 |
1,291,757 | 2020-06-19 14:09:26 | 375,082,648,741,747 | fraud_Volkman PLC | food_dining | 55.56 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 5e358127a423b180fc13f3d1aef5d5ad | 1,371,650,966 | 46.519889 | -97.028249 | 0 |
1,291,758 | 2020-06-19 14:09:49 | 4,839,615,922,685,395 | fraud_Daugherty LLC | kids_pets | 27.73 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | f2f5d046d2e755286e916c73f7cddb0d | 1,371,650,989 | 39.190542 | -86.075815 | 0 |
1,291,759 | 2020-06-19 14:10:47 | 6,595,970,453,799,027 | fraud_Effertz LLC | entertainment | 5.89 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 4e29434f238b8b5cc5b91b987b6c906a | 1,371,651,047 | 40.679314 | -73.591358 | 0 |
1,291,760 | 2020-06-19 14:11:41 | 3,577,578,023,716,568 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 59.98 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 06c49a6d77f6ec2d2da6302d1fed12b6 | 1,371,651,101 | 41.435663 | -81.930608 | 0 |
1,291,761 | 2020-06-19 14:11:55 | 6,011,893,664,860,915 | fraud_Crona and Sons | kids_pets | 46.96 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | ea44b794f61fc5697fb98773866268ec | 1,371,651,115 | 40.322649 | -105.49503 | 0 |
1,291,762 | 2020-06-19 14:11:56 | 6,011,693,194,885,790 | fraud_Medhurst Inc | home | 92.77 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 49a344fb58981121dd76c2d6a0a5f3f5 | 1,371,651,116 | 44.908183 | -93.567117 | 0 |
1,291,763 | 2020-06-19 14:12:08 | 4,900,628,639,996 | fraud_Hermann and Sons | shopping_pos | 6.74 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 979a1c61c54f1424677bd4c361ab8f19 | 1,371,651,128 | 33.729863 | -117.289124 | 0 |
1,291,764 | 2020-06-19 14:12:38 | 30,266,994,494,236 | fraud_Turner LLC | travel | 1.53 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | db52c086a29e1dbca57a2a4ecffe67a8 | 1,371,651,158 | 37.84524 | -77.185407 | 0 |
1,291,765 | 2020-06-19 14:12:38 | 3,524,574,586,339,330 | fraud_Jacobi and Sons | shopping_pos | 344.43 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | 8024548c2d445f1a716fd55d6c3b6777 | 1,371,651,158 | 28.382545 | -80.417288 | 0 |
1,291,766 | 2020-06-19 14:12:44 | 30,234,966,027,947 | fraud_Erdman-Durgan | health_fitness | 131.35 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 2b230a73f4c66d698da0b5f92bec921a | 1,371,651,164 | 44.812649 | -87.296302 | 0 |
1,291,767 | 2020-06-19 14:13:20 | 4,792,627,764,422,478,000 | fraud_Waters-Cruickshank | health_fitness | 51.02 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 75ca089f5420a0c6025786d3a40fcf18 | 1,371,651,200 | 38.572444 | -94.908661 | 0 |
1,291,768 | 2020-06-19 14:13:38 | 30,033,162,392,091 | fraud_Beier and Sons | home | 83.78 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | 5af37f2394494d69f6dae8867014b9f2 | 1,371,651,218 | 42.68253 | -96.395489 | 0 |
1,291,769 | 2020-06-19 14:14:00 | 3,590,736,522,064,285 | fraud_Koss, McLaughlin and Mayer | food_dining | 90.23 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | e4a30278f3e24648207fb17e8ec4db8b | 1,371,651,240 | 34.41401 | -91.820533 | 0 |
1,291,770 | 2020-06-19 14:14:33 | 4,951,647,200,979,051 | fraud_Schuppe LLC | entertainment | 26.79 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | d085ed4d03c5c8c6f0bb80c76c00e96d | 1,371,651,273 | 38.197545 | -88.809099 | 0 |
1,291,771 | 2020-06-19 14:15:38 | 6,011,603,272,871,604 | fraud_Kilback LLC | food_dining | 120.09 | Robert | Holland | M | 431 Tracy Expressway | Milner | GA | 30,257 | 33.141 | -84.1759 | 4,138 | Field seismologist | 1969-05-16 | 108ab2461fd74ade9d9daed76c8a7d67 | 1,371,651,338 | 33.675 | -84.138609 | 0 |
1,291,772 | 2020-06-19 14:16:14 | 3,500,969,075,198,072 | fraud_Schulist Ltd | food_dining | 2.56 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | cd29811aaaf9e65cf6c5fb878531fa9d | 1,371,651,374 | 48.003813 | -118.068004 | 0 |
1,291,773 | 2020-06-19 14:17:02 | 370,877,495,212,014 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 3.83 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 4c127462fe28559e76a0a70c81856ca0 | 1,371,651,422 | 35.270568 | -82.047769 | 0 |
1,291,774 | 2020-06-19 14:17:09 | 3,513,285,035,244,624 | fraud_Skiles LLC | home | 70.63 | Ariana | Campbell | F | 50932 Neal Valley | Daniels | WV | 25,832 | 37.7256 | -81.1087 | 3,994 | Biochemist, clinical | 1936-11-05 | 22fc2eb00da4753bf9bfb4e8dd275169 | 1,371,651,429 | 36.832114 | -80.724611 | 0 |
1,291,775 | 2020-06-19 14:17:36 | 4,671,727,014,157,745 | fraud_Schmidt-Larkin | home | 69.53 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | 43f52e6c75dda397d5e310642ab9caaf | 1,371,651,456 | 41.519913 | -84.961475 | 0 |
1,291,776 | 2020-06-19 14:17:38 | 4,358,137,750,029,945,000 | fraud_Connelly-Carter | home | 15.77 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | 605eb754488bc0d22f9a116f3d78def4 | 1,371,651,458 | 43.293046 | -92.776759 | 0 |
1,291,777 | 2020-06-19 14:17:48 | 372,509,258,176,510 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 45.45 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 3d95df4ed7c06c755b3734153da01d75 | 1,371,651,468 | 43.119489 | -82.958611 | 0 |
1,291,778 | 2020-06-19 14:18:08 | 5,152,054,598,359,927 | fraud_Nienow PLC | entertainment | 58.8 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 668ab282ae29d6d079ed6847d2a36617 | 1,371,651,488 | 29.707034 | -89.12444 | 0 |
1,291,779 | 2020-06-19 14:18:10 | 6,011,893,664,860,915 | fraud_Medhurst, Cartwright and Ebert | personal_care | 3.27 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 5c808a6e7d04ada0dc0df580afa43172 | 1,371,651,490 | 39.3866 | -104.178781 | 0 |
1,291,780 | 2020-06-19 14:18:21 | 4,646,845,581,490,336,000 | fraud_Reichert, Huels and Hoppe | shopping_net | 348.3 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 2b0e6445ad0bc791cb7b8d41fb94d838 | 1,371,651,501 | 40.999118 | -72.970434 | 0 |
1,291,781 | 2020-06-19 14:18:35 | 36,078,114,201,167 | fraud_Bahringer Group | health_fitness | 116.02 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 13f3d7dac06bf28cc363135905b57603 | 1,371,651,515 | 38.019099 | -83.856965 | 0 |
1,291,782 | 2020-06-19 14:19:00 | 3,558,652,751,678,952 | fraud_Nolan-Williamson | kids_pets | 94.54 | Teresa | Blankenship | F | 6638 Lucero Mill Suite 952 | Karnack | TX | 75,661 | 32.6205 | -94.2 | 2,807 | Chiropodist | 1931-01-26 | 86c3a74a46ff2efc83e06c07bf8bc67e | 1,371,651,540 | 32.511934 | -93.863597 | 0 |
1,291,783 | 2020-06-19 14:19:01 | 3,525,590,521,269,779 | fraud_Bernhard, Grant and Langworth | shopping_pos | 8.6 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | 93c5118352adcc46d099d0d96f710512 | 1,371,651,541 | 35.684764 | -78.612761 | 0 |
1,291,784 | 2020-06-19 14:19:05 | 4,742,883,543,039,288,000 | fraud_Watsica, Haag and Considine | shopping_pos | 1.56 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | 937787154adf2f8546063e73e5e0f678 | 1,371,651,545 | 19.732036 | -155.792393 | 0 |
1,291,785 | 2020-06-19 14:19:14 | 4,715,741,951,931,169,000 | fraud_Armstrong, Walter and Gottlieb | food_dining | 35.23 | Robert | Drake | M | 463 Willie Estates | Burbank | OK | 74,633 | 36.6966 | -96.7869 | 471 | Sub | 1941-03-30 | a22379d853f6f174e2536ddeec1dd0ef | 1,371,651,554 | 37.324767 | -97.148524 | 0 |
1,291,786 | 2020-06-19 14:19:54 | 4,908,846,471,916,297 | fraud_Lesch, D'Amore and Brown | food_dining | 14.23 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | 0c862703e2b6662649d6f5a34d541ac4 | 1,371,651,594 | 33.030997 | -96.54185 | 0 |
1,291,787 | 2020-06-19 14:20:02 | 4,170,689,372,027,579 | fraud_Wilkinson LLC | personal_care | 72.77 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 71c0266dd7564fd616d70204aa607820 | 1,371,651,602 | 34.861148 | -97.391192 | 0 |
1,291,788 | 2020-06-19 14:20:46 | 4,342,532,437,704,183 | fraud_Bauch-Blanda | entertainment | 60.75 | 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 | 846353691531b9346bf59338f850c0c0 | 1,371,651,646 | 41.953843 | -75.874361 | 0 |
1,291,789 | 2020-06-19 14:21:01 | 6,011,652,924,285,713 | fraud_Gibson-Deckow | entertainment | 20.96 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | ac3f3f5b5f767b7de8be2c8ca480a90f | 1,371,651,661 | 38.219342 | -93.528603 | 0 |
1,291,790 | 2020-06-19 14:21:24 | 30,230,540,139,182 | fraud_Shields-Wunsch | health_fitness | 75.58 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | 93c4d222c2aaec067ffab256fb6b6ba6 | 1,371,651,684 | 41.26006 | -77.690184 | 0 |
1,291,791 | 2020-06-19 14:22:58 | 376,656,886,990,758 | fraud_Botsford Ltd | shopping_pos | 5.58 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | 94ce4bfef840da15ef8c97819f7d3d90 | 1,371,651,778 | 30.937423 | -95.037635 | 0 |
1,291,792 | 2020-06-19 14:23:20 | 341,283,058,448,499 | fraud_Romaguera Ltd | health_fitness | 11.88 | Mario | Johns | M | 62130 Miller Square Suite 785 | Brinson | GA | 39,825 | 30.9788 | -84.7373 | 1,461 | Engineer, broadcasting (operations) | 1935-09-08 | 026a24db581e100a0d7ef9d328508e57 | 1,371,651,800 | 31.115208 | -84.167564 | 0 |
1,291,793 | 2020-06-19 14:23:53 | 3,559,679,414,981,506 | fraud_Dibbert-Green | entertainment | 55.73 | Olivia | Stephenson | F | 292 Cassidy Oval | Lowville | NY | 13,367 | 43.7893 | -75.4156 | 8,830 | Theme park manager | 1991-03-29 | 06b8d349a02efe1e8576743b8e721da1 | 1,371,651,833 | 43.324246 | -75.480987 | 0 |
1,291,794 | 2020-06-19 14:24:22 | 30,044,330,818,990 | fraud_Botsford and Sons | home | 178.46 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 4c035278784de39ea9988b3de903a5dc | 1,371,651,862 | 27.30973 | -80.981009 | 0 |
1,291,795 | 2020-06-19 14:25:13 | 4,716,561,796,955,522 | fraud_Kihn-Schuster | food_dining | 10.83 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | b473263e822a2be4432f2b5a37e0495c | 1,371,651,913 | 48.352285 | -113.352655 | 0 |
1,291,796 | 2020-06-19 14:25:15 | 3,512,365,128,314,616 | fraud_Hintz, Bauch and Smith | health_fitness | 88.7 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | a64b6adfbdd6164c3608cdf794d46b17 | 1,371,651,915 | 37.714866 | -89.403074 | 0 |
1,291,797 | 2020-06-19 14:28:07 | 345,933,964,507,467 | fraud_Ruecker-Mayert | kids_pets | 65.23 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | f23844d120b5d722b10d4d2030f2fb85 | 1,371,652,087 | 38.569453 | -75.848118 | 0 |
1,291,798 | 2020-06-19 14:28:19 | 2,712,209,726,293,386 | fraud_Bernhard-Lesch | food_dining | 48.87 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | bb04df223c04636be8a95daa0950a096 | 1,371,652,099 | 31.250321 | -91.292888 | 0 |
1,291,799 | 2020-06-19 14:29:55 | 4,642,255,475,285,942 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 534.25 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 3250a3382fa293c978072fb0444a395d | 1,371,652,195 | 39.670327 | -108.930901 | 0 |
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