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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,295,100 | 2020-06-20 22:26:00 | 345,060,451,158,891 | fraud_Ziemann-Waters | health_fitness | 52.82 | Brian | Perez | M | 78652 Scott Ports | Ashfield | MA | 1,330 | 42.5232 | -72.811 | 1,506 | Production assistant, radio | 1960-04-03 | f643a7f21a232f4c3097b4a940396f4d | 1,371,767,160 | 42.518639 | -72.334749 | 0 |
1,295,101 | 2020-06-20 22:27:49 | 3,501,942,333,500,073 | fraud_Crooks and Sons | personal_care | 11.76 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | 681bf8a037d80ec198fe04c04c11a841 | 1,371,767,269 | 33.091421 | -111.373463 | 0 |
1,295,102 | 2020-06-20 22:27:54 | 38,057,513,087,029 | fraud_Hickle Group | shopping_pos | 2.33 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | d8269fe9782756f5823bf4d7576387d0 | 1,371,767,274 | 37.049644 | -120.905924 | 0 |
1,295,103 | 2020-06-20 22:28:18 | 6,564,459,919,350,820 | fraud_Hamill-Daugherty | misc_net | 735.19 | Douglas | Willis | M | 619 Jeremy Garden Apt. 681 | Benton | WI | 53,803 | 42.5545 | -90.3508 | 1,306 | Public relations officer | 1958-09-10 | 1396ae6fb67dffce79848549ee302e0e | 1,371,767,298 | 43.332699 | -90.430315 | 1 |
1,295,104 | 2020-06-20 22:28:25 | 3,595,192,916,105,588 | fraud_Wisozk and Sons | misc_pos | 43.85 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 4255af8bf3dc08f788c4351d05f7b593 | 1,371,767,305 | 34.182038 | -78.518687 | 0 |
1,295,105 | 2020-06-20 22:28:47 | 639,046,421,587 | fraud_Ledner, Hartmann and Feest | health_fitness | 79.24 | Dylan | Bonilla | M | 2497 John Motorway Suite 922 | Leetsdale | PA | 15,056 | 40.5662 | -80.2099 | 1,140 | Administrator, education | 1986-06-20 | b919fedfc7397e2d2cdd5632a7e3e00d | 1,371,767,327 | 40.777334 | -79.456333 | 0 |
1,295,106 | 2020-06-20 22:28:54 | 2,713,913,904,780,408 | fraud_Kihn, Brakus and Goyette | personal_care | 20.51 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 89f6657bb19bb407dbff094659652646 | 1,371,767,334 | 32.873803 | -91.321829 | 0 |
1,295,107 | 2020-06-20 22:28:58 | 639,030,014,711 | fraud_Daugherty-Thompson | food_dining | 51.42 | Stephen | Lopez | M | 696 Matthew Ford Suite 157 | Olmsted | IL | 62,970 | 37.1935 | -89.0933 | 639 | Mechanical engineer | 1982-08-01 | 0a47ad74124a38cfc6608157c3ecba93 | 1,371,767,338 | 36.941434 | -88.319767 | 0 |
1,295,108 | 2020-06-20 22:29:00 | 4,986,925,034,905,735 | fraud_Kassulke PLC | shopping_net | 1,064.44 | Erika | Gonzalez | F | 907 Courtney Via Apt. 896 | Irvine | KY | 40,336 | 37.6858 | -83.9862 | 13,061 | Editor, magazine features | 1959-06-18 | 843c2d9939cd8bed31ca120ab175ad2b | 1,371,767,340 | 38.220812 | -84.138702 | 1 |
1,295,109 | 2020-06-20 22:29:01 | 6,011,109,736,646,996 | fraud_Ernser-Lynch | food_dining | 58.07 | 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 | d6f9164f97d1e3a4f3d12dda7993a1bd | 1,371,767,341 | 34.47302 | -77.763504 | 0 |
1,295,110 | 2020-06-20 22:29:46 | 36,581,538,659,449 | fraud_Ledner, Hartmann and Feest | health_fitness | 103.94 | Brandon | Bridges | M | 957 Miller Falls | Apison | TN | 37,302 | 35.0149 | -85.0164 | 3,730 | Occupational therapist | 1991-01-28 | 0ec66de039311c352e28a8efd070b93f | 1,371,767,386 | 35.455882 | -84.573199 | 0 |
1,295,111 | 2020-06-20 22:30:20 | 213,113,338,379,864 | fraud_Streich, Rolfson and Wilderman | kids_pets | 150.79 | Larry | Vaughan | M | 83555 Melinda Spurs | Kingsville | MD | 21,087 | 39.4558 | -76.4147 | 5,451 | Science writer | 1961-12-05 | 3b51c6f093c2dac89268e644e6dc041a | 1,371,767,420 | 38.56483 | -76.143198 | 0 |
1,295,112 | 2020-06-20 22:30:40 | 3,568,255,211,412,877 | fraud_Douglas, Schneider and Turner | shopping_pos | 284.85 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | a47ad25482de72a4efc250849397de0b | 1,371,767,440 | 40.670276 | -84.254169 | 0 |
1,295,113 | 2020-06-20 22:32:08 | 3,560,797,065,840,735 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 2.67 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 01e503153d7ba035d1a895156b06f82c | 1,371,767,528 | 45.507841 | -102.242962 | 0 |
1,295,114 | 2020-06-20 22:32:11 | 3,529,597,930,342,630 | fraud_Jakubowski Inc | home | 111.91 | Melissa | Rodriguez | F | 81708 Christopher Plaza | Jordanville | NY | 13,361 | 42.8948 | -74.8209 | 824 | Travel agency manager | 1985-09-01 | 318ab54cef49c57a33f7569b6bbd8e0e | 1,371,767,531 | 43.231833 | -74.779584 | 0 |
1,295,115 | 2020-06-20 22:32:12 | 374,125,201,044,065 | fraud_Schiller, Blanda and Johnson | home | 4.89 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | b341b903621a2430b9766713c132ff6f | 1,371,767,532 | 38.243947 | -76.544245 | 0 |
1,295,116 | 2020-06-20 22:32:32 | 4,587,657,402,165,341,700 | fraud_Bauch-Blanda | entertainment | 61.84 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 7e938d46d68f7b2b0cffb8a290e7cb7c | 1,371,767,552 | 41.952836 | -87.208649 | 0 |
1,295,117 | 2020-06-20 22:32:47 | 2,248,735,346,244,816 | fraud_Veum-Koelpin | travel | 6.87 | Jacob | Weber | M | 29156 Mark Park Apt. 108 | Utica | KS | 67,584 | 38.6411 | -100.138 | 269 | Product/process development scientist | 1962-11-11 | 1efee91a2540ac9dc2268f031f9ab841 | 1,371,767,567 | 38.520646 | -100.646291 | 0 |
1,295,118 | 2020-06-20 22:33:33 | 3,560,725,013,359,375 | fraud_Dach-Nader | misc_net | 834.6 | Brooke | Smith | F | 63542 Luna Brook Apt. 012 | Notrees | TX | 79,759 | 31.8599 | -102.7413 | 23 | Cytogeneticist | 1969-09-15 | caa1bf84997333e7ee5a3d3cc8fdabe1 | 1,371,767,613 | 31.967276 | -103.417992 | 1 |
1,295,119 | 2020-06-20 22:33:52 | 630,423,337,322 | fraud_Klein Group | entertainment | 7.38 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | bebcf9182486758ed2bc8279da674f18 | 1,371,767,632 | 49.119964 | -118.925524 | 0 |
1,295,120 | 2020-06-20 22:34:04 | 3,563,837,241,599,446 | fraud_McCullough LLC | misc_pos | 1.64 | 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 | 4a962465921f78d700cf70e73c6d31fa | 1,371,767,644 | 46.302717 | -123.874494 | 0 |
1,295,121 | 2020-06-20 22:35:33 | 3,527,536,963,490,470 | fraud_Bins-Tillman | entertainment | 134.83 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 5f0eaf02587d5b98d0c6e82e5a6f733e | 1,371,767,733 | 31.994543 | -80.833715 | 0 |
1,295,122 | 2020-06-20 22:35:39 | 503,874,407,318 | fraud_Jast Ltd | shopping_net | 1.4 | 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 | 437b4c34af13493f5f2de94fbbd48e79 | 1,371,767,739 | 29.692123 | -98.04245 | 0 |
1,295,123 | 2020-06-20 22:35:55 | 2,475,085,306,462,014 | fraud_Eichmann-Kilback | home | 90.65 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | 009ae16d8aef3bb7f7804878d3ed3410 | 1,371,767,755 | 44.488477 | -95.348453 | 0 |
1,295,124 | 2020-06-20 22:35:57 | 4,378,993,458,389,626 | fraud_Baumbach, Feeney and Morar | shopping_net | 8.58 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | d324877058b05863df493cbb6a57b576 | 1,371,767,757 | 43.208551 | -70.497613 | 0 |
1,295,125 | 2020-06-20 22:36:20 | 6,011,438,889,172,900 | fraud_Volkman PLC | food_dining | 116.46 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | f611d4918385d7283749d38d596dfe5c | 1,371,767,780 | 33.867452 | -91.463156 | 0 |
1,295,126 | 2020-06-20 22:36:21 | 5,596,347,693,144,598 | fraud_Corwin-Romaguera | travel | 1.32 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | ce1c80923041233cb521eb5d5b3dd983 | 1,371,767,781 | 29.558062 | -89.516193 | 0 |
1,295,127 | 2020-06-20 22:36:50 | 4,450,831,335,606,294 | fraud_Yost-Rogahn | personal_care | 130.83 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | b193f81586aaea11ecb1f8c46f434047 | 1,371,767,810 | 35.315077 | -95.636075 | 0 |
1,295,128 | 2020-06-20 22:36:52 | 2,254,917,871,818,484 | fraud_O'Reilly, Mohr and Purdy | home | 21.27 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 2bce14727fa9560a09cb4e7d3286aaa1 | 1,371,767,812 | 38.689431 | -75.807369 | 0 |
1,295,129 | 2020-06-20 22:37:08 | 676,102,124,465 | fraud_Quitzon-Goyette | home | 25.55 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 25336185d474cf0e3923bc90930b1f48 | 1,371,767,828 | 37.640207 | -122.671846 | 0 |
1,295,130 | 2020-06-20 22:37:17 | 213,173,753,804,333 | fraud_Hamill-D'Amore | health_fitness | 30.67 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | 39670683d571752242bab0b26e6c8ec1 | 1,371,767,837 | 40.716081 | -86.652184 | 0 |
1,295,131 | 2020-06-20 22:37:24 | 6,011,305,591,981,276 | fraud_Reichel LLC | personal_care | 7.36 | Daniel | Jones | M | 290 Kathryn Fall | Huntsville | AL | 35,803 | 34.6205 | -86.551 | 190,178 | Engineer, automotive | 1959-06-06 | fc4ed32533770af51b081677cc1517d6 | 1,371,767,844 | 34.473694 | -87.240944 | 0 |
1,295,132 | 2020-06-20 22:37:25 | 4,518,350,514,020,532 | fraud_Zboncak, Rowe and Murazik | shopping_net | 2.45 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | 91753dbc9c5f2ae5df99bd40d0ac3d30 | 1,371,767,845 | 27.335049 | -82.16596 | 0 |
1,295,133 | 2020-06-20 22:37:36 | 4,173,950,183,554,608 | fraud_Weber, Thiel and Hammes | kids_pets | 48.92 | Stephen | Marshall | M | 47144 Roberts Keys | Monmouth Beach | NJ | 7,750 | 40.333 | -73.9809 | 3,279 | Health promotion specialist | 1978-10-05 | 9cdb00e0af1f061f8eb45af19960209b | 1,371,767,856 | 41.1511 | -74.010595 | 0 |
1,295,134 | 2020-06-20 22:37:38 | 38,199,021,865,320 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 128.31 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | df080940d4b817e695eded27778133e2 | 1,371,767,858 | 43.203632 | -71.687543 | 0 |
1,295,135 | 2020-06-20 22:37:46 | 38,295,635,583,927 | fraud_O'Connell, Botsford and Hand | home | 49.31 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | 7aad7ae8e51e5a730d716db2f57448fd | 1,371,767,866 | 33.284365 | -99.676148 | 0 |
1,295,136 | 2020-06-20 22:38:22 | 4,003,989,662,068,504 | fraud_Ernser-Lynch | food_dining | 40.32 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 2af2e1552129c9e12811355a193a3224 | 1,371,767,902 | 33.790008 | -86.843175 | 0 |
1,295,137 | 2020-06-20 22:38:28 | 676,372,984,911 | fraud_Bruen-Yost | misc_pos | 471.07 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 4e2434406dc8c8078c9da9a733c2306d | 1,371,767,908 | 40.432969 | -97.581995 | 0 |
1,295,138 | 2020-06-20 22:38:30 | 6,538,891,242,532,018 | fraud_Conroy Ltd | shopping_pos | 185.55 | 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 | dbeccbc0b93c60579ede0717850d76bc | 1,371,767,910 | 36.962864 | -91.644531 | 0 |
1,295,139 | 2020-06-20 22:40:16 | 4,503,101,193,493,053,000 | fraud_Thompson-Gleason | health_fitness | 58.2 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | 781318d97a037b8c4c3a611e63f899d7 | 1,371,768,016 | 28.951767 | -82.549284 | 0 |
1,295,140 | 2020-06-20 22:40:26 | 6,011,724,471,098,086 | fraud_Hickle Group | shopping_pos | 7.43 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 5f1cdaff319c7a7ce5ca0d82adad225e | 1,371,768,026 | 46.143549 | -119.629401 | 0 |
1,295,141 | 2020-06-20 22:42:36 | 2,285,066,385,084,291 | fraud_Waelchi Inc | kids_pets | 24.71 | Richard | Brown | M | 17819 Jose Mount Suite 657 | Heidelberg | MS | 39,439 | 31.882 | -88.9981 | 4,573 | Exhibitions officer, museum/gallery | 1988-02-15 | ea20469b82ecc661187bc39a027bbec0 | 1,371,768,156 | 30.890863 | -88.528354 | 0 |
1,295,142 | 2020-06-20 22:42:46 | 3,573,030,041,201,292 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 21.98 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | caf2a3e40541b25712bcfac431fcdad5 | 1,371,768,166 | 40.299109 | -111.115713 | 1 |
1,295,143 | 2020-06-20 22:42:51 | 4,681,601,008,538,160 | fraud_Bernhard-Lesch | food_dining | 77.87 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 83a96a45ca21ac2598fbc9d1467ee193 | 1,371,768,171 | 40.519884 | -80.881807 | 0 |
1,295,144 | 2020-06-20 22:43:09 | 213,174,467,670,432 | fraud_Pacocha-Weissnat | kids_pets | 54 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | 68527af1828ab67fb6e1f042a339f21a | 1,371,768,189 | 38.835773 | -75.947433 | 0 |
1,295,145 | 2020-06-20 22:43:35 | 38,797,410,705,641 | fraud_Jerde-Hermann | travel | 510.48 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | ed318a40d9a5baf2c2ee9fe1a9f37199 | 1,371,768,215 | 42.96455 | -74.368407 | 0 |
1,295,146 | 2020-06-20 22:43:37 | 4,067,137,330,196,900 | fraud_Pacocha-Weissnat | kids_pets | 109.84 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | fdeda44848141170fc7b2e96a2eef5ad | 1,371,768,217 | 34.291323 | -87.756388 | 0 |
1,295,147 | 2020-06-20 22:44:15 | 4,800,395,067,176,717 | fraud_Kutch-Ferry | home | 18.55 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | 023b838a05f8d22301fb3aac0fe32322 | 1,371,768,255 | 41.80581 | -96.453527 | 0 |
1,295,148 | 2020-06-20 22:44:39 | 5,540,636,818,935,089 | fraud_Nicolas, Hills and McGlynn | entertainment | 19.44 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | b0e493f086d1b24db72c2cdc9e5de1bf | 1,371,768,279 | 43.198721 | -71.803875 | 0 |
1,295,149 | 2020-06-20 22:44:42 | 3,573,030,041,201,292 | fraud_Ernser-Feest | home | 264.64 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 6dcf89d1dded8fd470ff65beb7380e93 | 1,371,768,282 | 40.532013 | -110.541338 | 1 |
1,295,150 | 2020-06-20 22:44:50 | 6,538,891,242,532,018 | fraud_Weimann-Lockman | kids_pets | 81.93 | 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 | f0358b50c3ed8d16d53cbb566d928b6d | 1,371,768,290 | 35.563038 | -90.918838 | 0 |
1,295,151 | 2020-06-20 22:45:56 | 6,596,735,789,587,928 | fraud_Gutmann, McLaughlin and Wiza | home | 10.21 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | a1aa4a58c0c708c61bfa8a88791ea456 | 1,371,768,356 | 45.166036 | -94.640648 | 0 |
1,295,152 | 2020-06-20 22:46:07 | 3,544,606,805,704,278 | fraud_Eichmann-Kilback | home | 89.78 | Carolyn | Thomas | F | 755 Solis Isle Suite 075 | New Memphis | IL | 62,266 | 38.4857 | -89.6816 | 254 | Magazine journalist | 1952-05-07 | c782e072788d34bd897afb71c9cd085e | 1,371,768,367 | 37.854437 | -90.536224 | 0 |
1,295,153 | 2020-06-20 22:46:07 | 2,283,743,876,903,625 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 9.98 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 483835b0db669029b6cf168db508de85 | 1,371,768,367 | 35.009803 | -83.763601 | 0 |
1,295,154 | 2020-06-20 22:46:16 | 30,033,162,392,091 | fraud_Bernier and Sons | kids_pets | 46.68 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | 3e61f67f7181218d7c839bb1cfe94858 | 1,371,768,376 | 42.361551 | -96.583343 | 0 |
1,295,155 | 2020-06-20 22:48:58 | 3,573,030,041,201,292 | fraud_Jakubowski Inc | home | 271.35 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 43ba07043d0f2d0850c7d929ec4211d7 | 1,371,768,538 | 41.047471 | -109.674745 | 1 |
1,295,156 | 2020-06-20 22:49:06 | 30,135,235,368,675 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 16.71 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | 337286c66716c8b9ce8a2aefbb97c034 | 1,371,768,546 | 38.460377 | -95.246174 | 0 |
1,295,157 | 2020-06-20 22:49:59 | 5,540,636,818,935,089 | fraud_Kihn-Schuster | food_dining | 6.61 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 2c26e2d1896c3687b2abaae0f8399874 | 1,371,768,599 | 43.577833 | -72.007795 | 0 |
1,295,158 | 2020-06-20 22:50:53 | 30,238,755,902,988 | fraud_Frami Group | entertainment | 1.68 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 8354de6bde2d92b6e0e1dd3d064601ad | 1,371,768,653 | 30.53521 | -97.664843 | 0 |
1,295,159 | 2020-06-20 22:51:14 | 676,195,318,214 | fraud_Rau-Robel | kids_pets | 33.38 | Brandy | Quinn | F | 9734 Beard Fields Suite 885 | Altair | TX | 77,412 | 29.6047 | -96.5249 | 106 | Editor, film/video | 1983-07-24 | 5b93ca44462bc8a8a33779497643ef3e | 1,371,768,674 | 28.788864 | -96.628518 | 0 |
1,295,160 | 2020-06-20 22:51:28 | 30,044,330,818,990 | fraud_Schoen-Quigley | kids_pets | 85.54 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | b01041d2da19854e8fdc3f36fdc3f66d | 1,371,768,688 | 26.838434 | -81.463225 | 0 |
1,295,161 | 2020-06-20 22:51:28 | 4,560,004,149,983,868,400 | fraud_Harris Group | food_dining | 109.52 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | dc1ede5d5a1c11fcd67e8a9dc674a4b7 | 1,371,768,688 | 39.613358 | -104.781553 | 0 |
1,295,162 | 2020-06-20 22:51:34 | 4,128,027,264,554,082 | fraud_Kub PLC | personal_care | 29.9 | Kyle | Park | M | 7507 Larry Passage Suite 859 | Mount Perry | OH | 43,760 | 39.8788 | -82.188 | 1,831 | Barrister's clerk | 1953-10-18 | ba95c2e96b5153204502795052c51d86 | 1,371,768,694 | 39.596528 | -81.265188 | 0 |
1,295,163 | 2020-06-20 22:51:53 | 4,629,451,965,224,809 | fraud_Dach-Nader | misc_net | 105.6 | 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 | df9044ab8dfc0076b2ae45e1e8e4ddb1 | 1,371,768,713 | 31.454473 | -83.802221 | 0 |
1,295,164 | 2020-06-20 22:53:22 | 4,607,072,969,078,276 | fraud_Lubowitz, Terry and Stracke | personal_care | 5.39 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | e0d95c4b88bc56366bb1ba4027c4a45b | 1,371,768,802 | 35.205599 | -96.676251 | 0 |
1,295,165 | 2020-06-20 22:53:30 | 4,640,395,708,703 | fraud_Walter, Hettinger and Kessler | personal_care | 155.24 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | aed88046cb83292c7a01aafd456fb0fa | 1,371,768,810 | 30.62913 | -91.42613 | 0 |
1,295,166 | 2020-06-20 22:54:01 | 3,573,030,041,201,292 | fraud_Stiedemann Ltd | food_dining | 112.06 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 32513404a69a51a86da9e0cf6832e568 | 1,371,768,841 | 41.111935 | -110.198219 | 1 |
1,295,167 | 2020-06-20 22:54:40 | 213,141,712,584,544 | fraud_Gleason and Sons | kids_pets | 13.28 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 65de5cf872a10fa761c74ab9ab8a11ae | 1,371,768,880 | 32.689429 | -90.433722 | 0 |
1,295,168 | 2020-06-20 22:55:03 | 4,488,941,175,228,467 | fraud_Mohr Inc | shopping_pos | 2.77 | Jacqueline | Washington | F | 138 Stephen Ridges Apt. 978 | Umatilla | FL | 32,784 | 28.9254 | -81.6801 | 11,432 | Private music teacher | 1986-03-31 | 8bc75b39f2485a5c00b3dbe693fc5778 | 1,371,768,903 | 29.818981 | -81.865573 | 0 |
1,295,169 | 2020-06-20 22:56:15 | 213,174,467,670,432 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 21.14 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | 604d9a5a103a10c1cfbff6ef92762236 | 1,371,768,975 | 39.70277 | -76.41437 | 0 |
1,295,170 | 2020-06-20 22:56:29 | 3,573,030,041,201,292 | fraud_Rau-Robel | kids_pets | 23.84 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 9bf3360340a48cdb180b62edd9bd0bae | 1,371,768,989 | 40.267869 | -111.303847 | 1 |
1,295,171 | 2020-06-20 22:56:42 | 60,490,596,305 | fraud_Becker, Harris and Harvey | personal_care | 37.56 | Karen | Johnson | F | 4349 Anna Flat Suite 214 | Haynes | AR | 72,341 | 34.8838 | -90.7666 | 222 | Programmer, applications | 1963-05-19 | 6bb41f3788ce4af1921fdaea9fb0ea7d | 1,371,769,002 | 34.200672 | -91.375548 | 0 |
1,295,172 | 2020-06-20 22:57:05 | 3,521,815,216,091,574 | fraud_Medhurst Inc | home | 82.38 | Wayne | Marsh | M | 172 Leonard Island | Dumont | CO | 80,436 | 39.7532 | -105.6356 | 565 | Mental health nurse | 1978-08-27 | c6200c2de7bb21842deda1bc0c4e4188 | 1,371,769,025 | 38.913071 | -106.515894 | 0 |
1,295,173 | 2020-06-20 22:57:22 | 4,560,395,181,594,436,000 | fraud_Medhurst Inc | home | 46.41 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 1aa2d433a0918cae4994b0fbb7854f1d | 1,371,769,042 | 39.574516 | -123.754171 | 0 |
1,295,174 | 2020-06-20 22:57:28 | 3,568,255,211,412,877 | fraud_Abbott-Rogahn | entertainment | 35.48 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | fb1c8c01483b17e8b22918a72790257d | 1,371,769,048 | 41.061082 | -84.252129 | 0 |
1,295,175 | 2020-06-20 22:57:33 | 3,550,554,389,581,384 | fraud_Konopelski, Schneider and Hartmann | food_dining | 57.78 | Ryan | Foster | M | 03921 Cole Mission Suite 882 | Hampton | FL | 32,044 | 29.8575 | -82.1483 | 2,060 | Oncologist | 1983-11-10 | fdeb973c20a8c6b8bd332260e9ac198a | 1,371,769,053 | 30.203947 | -82.797506 | 0 |
1,295,176 | 2020-06-20 22:58:07 | 571,365,235,126 | fraud_Medhurst Inc | home | 37.71 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 977c8e8babc7b60da3c933401ae18067 | 1,371,769,087 | 45.212412 | -86.163902 | 0 |
1,295,177 | 2020-06-20 22:58:36 | 180,036,456,789,979 | fraud_Boyer-Haley | travel | 1.58 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 1a40a79090449e07de4313c8fc7b57b7 | 1,371,769,116 | 41.941732 | -90.694794 | 0 |
1,295,178 | 2020-06-20 22:59:09 | 180,042,946,491,150 | fraud_Kassulke PLC | shopping_net | 5.65 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | 000f4228e9d49def88118cf61265fdfc | 1,371,769,149 | 28.683785 | -83.700568 | 0 |
1,295,179 | 2020-06-20 22:59:16 | 3,547,574,373,318,979 | fraud_Friesen Ltd | health_fitness | 10.44 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | d64028a163e83884da6d4e97fc7186c0 | 1,371,769,156 | 39.878078 | -88.080179 | 0 |
1,295,180 | 2020-06-20 22:59:24 | 4,010,002,218,955,876 | fraud_Kris-Padberg | shopping_pos | 2.78 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | 571b5fa91480454d3f309f27d01a50c8 | 1,371,769,164 | 29.807988 | -95.693952 | 0 |
1,295,181 | 2020-06-20 22:59:35 | 639,023,984,367 | fraud_Schmeler-Howe | personal_care | 73.29 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 7bd08095264b6966f0efe94c709da653 | 1,371,769,175 | 45.589678 | -74.053359 | 0 |
1,295,182 | 2020-06-20 22:59:46 | 3,567,527,758,368,741 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 101.37 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | c464b75f827ae238217e0ac2c34ff290 | 1,371,769,186 | 32.041604 | -101.449324 | 0 |
1,295,183 | 2020-06-20 23:00:19 | 630,423,337,322 | fraud_Streich Ltd | home | 55.93 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 839fc519c26ffb48ab71b6d2b80dea43 | 1,371,769,219 | 48.123408 | -117.312908 | 0 |
1,295,184 | 2020-06-20 23:00:34 | 377,026,671,291,680 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 3.04 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | a6bd3694017ae7c2df60fb73088488f1 | 1,371,769,234 | 36.922074 | -91.103382 | 0 |
1,295,185 | 2020-06-20 23:01:36 | 4,277,232,699,798,846 | fraud_Larson, Quitzon and Spencer | travel | 6.3 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | f1eb3267536b11ac14c738f0b1fa589d | 1,371,769,296 | 46.422542 | -103.756573 | 0 |
1,295,186 | 2020-06-20 23:02:17 | 675,990,301,623 | fraud_Durgan, Gislason and Spencer | home | 43.35 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | abb9b1ee41576ee9bc0bc25cc685f20c | 1,371,769,337 | 40.562734 | -74.385364 | 0 |
1,295,187 | 2020-06-20 23:02:18 | 4,587,657,402,165,341,700 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 174.53 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 485df01d99a5ac53f073759b790cf0a1 | 1,371,769,338 | 40.691589 | -87.818754 | 0 |
1,295,188 | 2020-06-20 23:02:24 | 213,126,662,687,660 | fraud_Lubowitz, Terry and Stracke | personal_care | 19.01 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | f2918a2b6108ad1f424364555c610c71 | 1,371,769,344 | 28.358279 | -99.128707 | 0 |
1,295,189 | 2020-06-20 23:02:28 | 571,844,099,986 | fraud_Pacocha-Weissnat | kids_pets | 92.61 | Susan | Mills | F | 005 Cody Estates | Louisville | KY | 40,202 | 38.2507 | -85.7476 | 736,284 | Engineering geologist | 1952-04-02 | a7491c1ebccf676e850a2e148f44f096 | 1,371,769,348 | 38.943927 | -84.855436 | 0 |
1,295,190 | 2020-06-20 23:02:46 | 213,195,754,007,681 | fraud_Reinger, Weissnat and Strosin | food_dining | 46.51 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | e0ce98ac38407342a1d422a20b4569a5 | 1,371,769,366 | 42.187714 | -93.007344 | 0 |
1,295,191 | 2020-06-20 23:03:45 | 4,671,727,014,157,745 | fraud_Kozey-Kuhlman | personal_care | 17.42 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | 54aec81914e68d08940d2b63d4c9daee | 1,371,769,425 | 40.589438 | -85.052809 | 0 |
1,295,192 | 2020-06-20 23:04:09 | 38,295,635,583,927 | fraud_Schoen, Nienow and Bauch | personal_care | 162.21 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | f1092239d688fba348b2d2364b73a1a0 | 1,371,769,449 | 33.269881 | -99.13193 | 0 |
1,295,193 | 2020-06-20 23:04:28 | 30,118,423,745,458 | fraud_Champlin, Rolfson and Connelly | travel | 9.17 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 1c1f2d9bb00d51f0be6830d03c3b72e2 | 1,371,769,468 | 40.04348 | -75.204259 | 0 |
1,295,194 | 2020-06-20 23:04:36 | 4,986,925,034,905,735 | fraud_Ruecker Group | misc_net | 824.27 | Erika | Gonzalez | F | 907 Courtney Via Apt. 896 | Irvine | KY | 40,336 | 37.6858 | -83.9862 | 13,061 | Editor, magazine features | 1959-06-18 | 4ffb587010bf5f55bc81806c0e02c129 | 1,371,769,476 | 38.241646 | -83.634695 | 1 |
1,295,195 | 2020-06-20 23:05:35 | 377,234,009,633,447 | fraud_Nolan-Williamson | kids_pets | 17.79 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | bfee8a82dd919b29fa2474c821f67eab | 1,371,769,535 | 39.350559 | -78.137986 | 0 |
1,295,196 | 2020-06-20 23:05:51 | 4,908,846,471,916,297 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 459.6 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | bbdceb48496cd1fa303a6bd9a0690017 | 1,371,769,551 | 31.713709 | -97.350198 | 0 |
1,295,197 | 2020-06-20 23:05:59 | 213,178,765,398,315 | fraud_Schumm PLC | health_fitness | 118.93 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | 607e0260bf2e62386871f0d91ed882c9 | 1,371,769,559 | 43.676612 | -108.007648 | 0 |
1,295,198 | 2020-06-20 23:06:29 | 4,003,989,662,068,504 | fraud_Witting, Beer and Ernser | home | 84.56 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 04b41bc13b5c73c48d39cf3e0ab81581 | 1,371,769,589 | 34.057227 | -87.052803 | 0 |
1,295,199 | 2020-06-20 23:06:56 | 6,523,180,720,198,790 | fraud_Douglas, DuBuque and McKenzie | travel | 8.47 | Alan | Taylor | M | 560 Molina Path | Oakdale | NY | 11,769 | 40.7382 | -73.1297 | 9,506 | Biochemist, clinical | 1953-04-13 | 57e422e5292234c705f5eafd89745299 | 1,371,769,616 | 41.488585 | -73.078487 | 0 |
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