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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5,100 | 2020-06-22 19:08:44 | 36,913,587,729,122 | fraud_Schaefer, Fay and Hilll | entertainment | 149.03 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 4a974503aec2493d4c07307bd530f41d | 1,371,928,124 | 42.785295 | -116.744868 | 0 |
5,101 | 2020-06-22 19:08:58 | 2,296,006,538,441,789 | fraud_Leannon-Nikolaus | travel | 7.39 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | 1ce6a472a7f17b5ab913d34e21040c8c | 1,371,928,138 | 40.343748 | -73.568406 | 0 |
5,102 | 2020-06-22 19:09:00 | 30,273,037,698,427 | fraud_Bernier, Volkman and Hoeger | misc_net | 102.31 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 31b1333437ee70ad4326b8e2d04dc06a | 1,371,928,140 | 35.262198 | -92.078063 | 0 |
5,103 | 2020-06-22 19:09:11 | 180,067,151,859,700 | fraud_Kuphal-Toy | food_dining | 31.33 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | 6a79f079f32fbf04db92daf7c1d259b8 | 1,371,928,151 | 41.48339 | -88.614222 | 0 |
5,104 | 2020-06-22 19:09:11 | 2,264,937,662,466,770 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 7.82 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 3883d5a9a9e617c8b46c36676617c28a | 1,371,928,151 | 28.367576 | -98.412035 | 0 |
5,105 | 2020-06-22 19:09:16 | 630,451,534,402 | fraud_Jewess LLC | shopping_pos | 1.78 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 75a15c3b52b399cc1c95fc5febbcba6d | 1,371,928,156 | 46.83574 | -87.499999 | 0 |
5,106 | 2020-06-22 19:09:17 | 4,512,828,414,983,802,000 | fraud_Windler LLC | kids_pets | 44.54 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 9ab1ae384dceeb899cd4f859f87ca9ab | 1,371,928,157 | 39.897893 | -79.437004 | 0 |
5,107 | 2020-06-22 19:09:45 | 6,011,438,889,172,900 | fraud_Hills-Boyer | personal_care | 6.51 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 8c27a60fedcdbc88cc74a285a7f14608 | 1,371,928,185 | 34.027453 | -91.095366 | 0 |
5,108 | 2020-06-22 19:09:58 | 375,904,527,651,269 | fraud_Kilback and Sons | entertainment | 48.15 | Ryan | Cook | M | 75952 Wilson Course | Roseland | NE | 68,973 | 40.4591 | -98.5551 | 463 | Nurse, mental health | 1948-05-31 | 510ab4a70916b97904628540edf461dc | 1,371,928,198 | 40.051446 | -98.950669 | 0 |
5,109 | 2020-06-22 19:10:29 | 2,703,186,189,652,095 | fraud_Roob, Conn and Tremblay | shopping_pos | 9.64 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | 9fd7f72400c55cf9f95c4a4355b0b52d | 1,371,928,229 | 36.620138 | -81.628432 | 0 |
5,110 | 2020-06-22 19:10:33 | 3,556,613,125,071,656 | fraud_Fritsch LLC | travel | 5.26 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | b92291bdcffa36a0710bedd7e21fd3b3 | 1,371,928,233 | 29.240208 | -96.067097 | 0 |
5,111 | 2020-06-22 19:10:40 | 676,102,124,465 | fraud_Gottlieb, Considine and Schultz | shopping_net | 36.52 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 27257f95d63152d82791df9d3877eb43 | 1,371,928,240 | 39.417004 | -123.046438 | 0 |
5,112 | 2020-06-22 19:11:01 | 180,017,442,990,269 | fraud_Ritchie, Oberbrunner and Cremin | travel | 9.3 | Michelle | Anderson | F | 28311 Dennis Trace | Albany | NY | 12,222 | 42.6853 | -73.8253 | 151,022 | Designer, textile | 1939-06-01 | bcb7dbcc47003e3f169939d3068da135 | 1,371,928,261 | 42.340022 | -73.130168 | 0 |
5,113 | 2020-06-22 19:11:01 | 570,273,151,375 | fraud_Dare-Gibson | health_fitness | 125.03 | Peter | Edwards | M | 96122 Steven Flat | Allentown | GA | 31,003 | 32.6064 | -83.2095 | 112 | Lecturer, higher education | 1965-02-03 | e6cbee8b4901f272ec3011313f036a06 | 1,371,928,261 | 31.994787 | -83.030139 | 0 |
5,114 | 2020-06-22 19:11:12 | 377,113,842,678,100 | fraud_Hoppe-Parisian | kids_pets | 4.06 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 9c3374dedc4bb760afac40fd039ac697 | 1,371,928,272 | 40.031611 | -75.653291 | 0 |
5,115 | 2020-06-22 19:11:19 | 213,199,865,312,311 | fraud_Fahey Inc | kids_pets | 5.06 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | d4c2d6226c9cc4e398a30380bb012679 | 1,371,928,279 | 35.079795 | -85.762221 | 0 |
5,116 | 2020-06-22 19:11:23 | 38,014,427,445,058 | fraud_Tillman LLC | travel | 13.64 | Sonya | Jensen | F | 4470 Jillian Courts | Adams | WI | 53,910 | 43.8967 | -89.8219 | 3,508 | Sport and exercise psychologist | 1946-08-11 | 1473b16e87dcf28810eed78417b22736 | 1,371,928,283 | 44.007577 | -89.214631 | 0 |
5,117 | 2020-06-22 19:11:41 | 630,424,987,505 | fraud_Barrows PLC | shopping_pos | 8.45 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | af0cbdb330bc175a86cca7ffdfa9c6da | 1,371,928,301 | 38.598779 | -78.901633 | 0 |
5,118 | 2020-06-22 19:11:50 | 2,229,378,226,512,508 | fraud_Gutmann, McLaughlin and Wiza | home | 79.01 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 7ebb26416cd9b4706bf8f726419e0b0a | 1,371,928,310 | 42.84071 | -90.320475 | 0 |
5,119 | 2020-06-22 19:11:50 | 3,500,969,075,198,072 | fraud_Stamm-Witting | shopping_net | 8.49 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 64e891a36ae3d7cac6361ef504370a9b | 1,371,928,310 | 46.723816 | -116.77494 | 0 |
5,120 | 2020-06-22 19:11:52 | 3,521,417,320,836,166 | fraud_Cormier LLC | shopping_net | 16.64 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 6d01b20a4173c4afa4913b7741615079 | 1,371,928,312 | 38.941249 | -87.088005 | 0 |
5,121 | 2020-06-22 19:11:56 | 6,506,116,513,503,136 | fraud_Metz, Russel and Metz | kids_pets | 23.71 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | f550eb21ea2d7c5e1a7fa9e072040356 | 1,371,928,316 | 32.660066 | -96.28254 | 0 |
5,122 | 2020-06-22 19:11:59 | 3,590,736,522,064,285 | fraud_Dibbert and Sons | entertainment | 66.66 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | b01c1a9c1e2aa305f55e22be10826840 | 1,371,928,319 | 34.931131 | -93.230516 | 0 |
5,123 | 2020-06-22 19:12:14 | 377,026,671,291,680 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 19.32 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | 07674bcee7a3354fe4c58d362e01c0d8 | 1,371,928,334 | 37.079117 | -90.535096 | 0 |
5,124 | 2020-06-22 19:12:36 | 4,302,480,582,202,074 | fraud_Kessler Inc | travel | 9.64 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | 74b5f080ef804778bec95ad774a9c6c4 | 1,371,928,356 | 42.292519 | -85.35358 | 0 |
5,125 | 2020-06-22 19:12:40 | 676,314,217,768 | fraud_O'Connell-Ullrich | home | 77.42 | Ellen | Carrillo | F | 9431 Amanda Mills | Odessa | MO | 64,076 | 38.9829 | -93.9757 | 9,512 | Clinical research associate | 1972-12-31 | e53c3c9101212943f704ed24163d02c2 | 1,371,928,360 | 39.776123 | -94.254823 | 0 |
5,126 | 2020-06-22 19:13:04 | 630,424,987,505 | fraud_Reichert, Shanahan and Hayes | shopping_net | 3.98 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | a1c49100f1bc0ad536c4317da382b2fc | 1,371,928,384 | 39.867245 | -79.096601 | 0 |
5,127 | 2020-06-22 19:13:19 | 213,178,765,398,315 | fraud_Hamill-D'Amore | health_fitness | 174.97 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | 0b9ed09644f03b7f65fd1fa7f5f6516f | 1,371,928,399 | 43.457917 | -107.504606 | 0 |
5,128 | 2020-06-22 19:13:36 | 213,186,334,552,049 | fraud_Effertz LLC | entertainment | 57.46 | Andrea | Perkins | F | 37426 Olson Villages | Irvine | PA | 16,329 | 41.8117 | -79.2643 | 528 | Chief Marketing Officer | 1972-09-13 | 90d55fb3881d187aaac59d65eaad81bb | 1,371,928,416 | 42.020595 | -80.066058 | 0 |
5,129 | 2020-06-22 19:13:49 | 3,517,527,805,128,735 | fraud_Schmidt-Larkin | home | 4.82 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | 67abea915effc601647958e45dff49b3 | 1,371,928,429 | 40.789368 | -88.068476 | 0 |
5,130 | 2020-06-22 19:13:52 | 4,839,043,708,100,390 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 106.15 | Meredith | Campbell | F | 043 Hanson Turnpike | Hedrick | IA | 52,563 | 41.1826 | -92.3097 | 1,583 | Geochemist | 1999-06-28 | 62838c6ff2138c66163a89f0d1d9e476 | 1,371,928,432 | 41.307873 | -92.43925 | 0 |
5,131 | 2020-06-22 19:13:52 | 583,699,482,621 | fraud_Bogisich-Weimann | kids_pets | 76.47 | Jennifer | Jones | F | 5572 Kelly Plains Apt. 952 | Waupaca | WI | 54,981 | 44.3481 | -89.1101 | 15,426 | Engineer, civil (contracting) | 1936-07-22 | 8319dd84198b07903751d714a2e49941 | 1,371,928,432 | 44.038911 | -89.028722 | 0 |
5,132 | 2020-06-22 19:14:08 | 4,861,310,130,652,567,000 | fraud_Bednar Inc | travel | 6.76 | 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 | e0b3fdedf74c650194fc1bb905db8657 | 1,371,928,448 | 30.897673 | -90.256553 | 0 |
5,133 | 2020-06-22 19:14:19 | 6,011,231,546,538,393 | fraud_Hagenes, Hermann and Stroman | travel | 4.52 | Johnny | Bennett | M | 321 Camacho Causeway | Boonton | NJ | 7,005 | 40.9115 | -74.414 | 15,269 | Psychologist, sport and exercise | 1993-07-05 | ada049123014964426dcfcc923f41c19 | 1,371,928,459 | 40.219903 | -74.384921 | 0 |
5,134 | 2020-06-22 19:14:27 | 6,011,652,924,285,713 | fraud_Fahey Inc | kids_pets | 20.9 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | fbb4155b43b91abd446df68a0a09f1ea | 1,371,928,467 | 38.983966 | -93.287911 | 0 |
5,135 | 2020-06-22 19:14:53 | 4,481,131,401,752 | fraud_O'Keefe-Wisoky | food_dining | 152.12 | Frank | Foster | M | 37910 Ward Lights | Shrewsbury | MA | 1,545 | 42.2848 | -71.7205 | 35,299 | English as a second language teacher | 1975-04-30 | f63ef234686c4565790e36ae35a78478 | 1,371,928,493 | 42.634677 | -71.728017 | 0 |
5,136 | 2020-06-22 19:14:56 | 6,011,724,471,098,086 | fraud_Lynch Ltd | shopping_pos | 27.82 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | b6cfebc513132fe0ab97fb3e1d715792 | 1,371,928,496 | 45.330164 | -118.480232 | 0 |
5,137 | 2020-06-22 19:15:11 | 3,511,378,610,369,890 | fraud_Schmidt and Sons | shopping_net | 2.47 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | a547fcda92cbd095841b57af23cca4bd | 1,371,928,511 | 34.274492 | -86.878109 | 0 |
5,138 | 2020-06-22 19:15:15 | 6,011,693,194,885,790 | fraud_Auer-West | shopping_net | 9.06 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | fcf9a2d799300b036123628011cd7976 | 1,371,928,515 | 46.533633 | -94.150784 | 0 |
5,139 | 2020-06-22 19:15:36 | 4,861,310,130,652,567,000 | fraud_Douglas, Schneider and Turner | shopping_pos | 372.35 | 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 | 34f972fb255a48a18e9ff74333fef625 | 1,371,928,536 | 30.834394 | -90.757213 | 0 |
5,140 | 2020-06-22 19:16:28 | 4,587,577,161,160,601 | fraud_Deckow-Dare | food_dining | 20.43 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 34a8bad67fc23813baf0c2501261f3b8 | 1,371,928,588 | 43.992389 | -69.14555 | 0 |
5,141 | 2020-06-22 19:16:29 | 561,942,763,351 | fraud_Sawayn PLC | shopping_pos | 16.41 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | ce0b9328014105ca711b0c3d77621a6f | 1,371,928,589 | 38.138851 | -77.091258 | 0 |
5,142 | 2020-06-22 19:16:33 | 36,485,887,555,770 | fraud_Greenholt, O'Hara and Balistreri | shopping_net | 3.98 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | 3246aa5134212eaa6cc5ffc8f0ff445d | 1,371,928,593 | 41.456555 | -83.616921 | 0 |
5,143 | 2020-06-22 19:16:44 | 581,686,439,828 | fraud_Jast-McDermott | shopping_pos | 7.24 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | e39f07fea066edd26ea8bfdc59564f04 | 1,371,928,604 | 42.36367 | -80.395874 | 0 |
5,144 | 2020-06-22 19:16:47 | 342,351,256,941,125 | fraud_Gislason Group | travel | 5.27 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | 33bf4e4b9937d172ffe2c265e7f8efc5 | 1,371,928,607 | 32.767982 | -83.521487 | 0 |
5,145 | 2020-06-22 19:17:08 | 36,913,587,729,122 | fraud_Upton PLC | entertainment | 23.79 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | d30de6b8e8ed303c4748366c181b3f91 | 1,371,928,628 | 43.061779 | -115.601114 | 0 |
5,146 | 2020-06-22 19:17:50 | 639,023,984,367 | fraud_Carroll PLC | health_fitness | 2.18 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | d4b4c6bf1b31d6befde82506b170f58c | 1,371,928,670 | 43.896371 | -75.669474 | 0 |
5,147 | 2020-06-22 19:17:54 | 6,011,104,316,292,105 | fraud_Schmeler, Bashirian and Price | shopping_net | 6.21 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | e960f9a73c6d908007dfbe5a6e197bb0 | 1,371,928,674 | 37.532499 | -77.71931 | 0 |
5,148 | 2020-06-22 19:18:10 | 577,588,686,219 | fraud_Kling-Ernser | entertainment | 107.58 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 2ce5636d46a42148ae9dc9f4c985cf62 | 1,371,928,690 | 40.275066 | -79.982199 | 0 |
5,149 | 2020-06-22 19:18:47 | 347,612,609,554,823 | fraud_Maggio-Fahey | misc_pos | 44.89 | Robert | James | M | 18316 Cannon Place | Newport | ME | 4,953 | 44.8393 | -69.2675 | 3,228 | Lexicographer | 1995-12-28 | 1f49ce53300c43fcd01b0a9ad5b0f675 | 1,371,928,727 | 45.718556 | -69.578895 | 0 |
5,150 | 2020-06-22 19:19:15 | 676,369,110,710 | fraud_Windler, Goodwin and Kovacek | home | 19.98 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | c4eda9226a2ce9c076b0df417998a78e | 1,371,928,755 | 42.535734 | -83.849778 | 0 |
5,151 | 2020-06-22 19:19:34 | 3,565,414,434,959,494 | fraud_Heller PLC | health_fitness | 62.29 | Ryan | Arnold | M | 2056 Michael Wells Apt. 348 | Prairie Creek | IN | 47,869 | 39.4336 | -87.4101 | 137 | Materials engineer | 1967-03-12 | 5789e3308cf60565529fccd8297c1439 | 1,371,928,774 | 39.748766 | -87.872433 | 0 |
5,152 | 2020-06-22 19:19:52 | 4,640,395,708,703 | fraud_Kilback LLC | food_dining | 39.39 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | 5221bf152b8cd7d5f5cc0c66868920de | 1,371,928,792 | 30.847973 | -91.74406 | 0 |
5,153 | 2020-06-22 19:20:16 | 5,456,712,664,803,820 | fraud_Turner, Ziemann and Lehner | food_dining | 5.14 | Pamela | Matthews | F | 36659 Smith Club Apt. 080 | Llano | NM | 87,543 | 36.1486 | -105.6648 | 247 | Architectural technologist | 1961-10-24 | c57fcc6990b869db5b80d32527e421fa | 1,371,928,816 | 36.109039 | -105.697127 | 0 |
5,154 | 2020-06-22 19:20:39 | 6,538,891,242,532,018 | fraud_Towne, Greenholt and Koepp | shopping_net | 120.77 | 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 | 09f32c578a9c7b8eec54d108799ddac6 | 1,371,928,839 | 35.542983 | -89.963864 | 0 |
5,155 | 2020-06-22 19:21:04 | 3,566,094,707,272,327 | fraud_Stamm-Witting | shopping_net | 24.74 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 69712818e2490e8d7935d9d935d75563 | 1,371,928,864 | 34.142753 | -118.114509 | 0 |
5,156 | 2020-06-22 19:21:26 | 3,518,234,918,950,662 | fraud_Kirlin and Sons | personal_care | 102.88 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 15f43a3e00d3f1815775b8161e33387c | 1,371,928,886 | 33.711016 | -97.215695 | 0 |
5,157 | 2020-06-22 19:21:27 | 4,623,560,839,669 | fraud_Feil, Hilpert and Koss | food_dining | 95.74 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | 55b9b64f0dc2539e2449e1b31da3fa8a | 1,371,928,887 | 41.571285 | -94.820197 | 0 |
5,158 | 2020-06-22 19:22:02 | 3,589,289,942,931,264 | fraud_Morissette PLC | shopping_pos | 7.9 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | c59a5db36de91de0531ba8d480e3f8ef | 1,371,928,922 | 44.187402 | -97.979026 | 0 |
5,159 | 2020-06-22 19:22:43 | 375,534,208,663,984 | fraud_Jakubowski Inc | home | 83.38 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | 02c8a658a590378f378a3503c2a73760 | 1,371,928,963 | 39.40788 | -78.523317 | 0 |
5,160 | 2020-06-22 19:22:44 | 676,314,217,768 | fraud_Waelchi-Wolf | kids_pets | 51.15 | Ellen | Carrillo | F | 9431 Amanda Mills | Odessa | MO | 64,076 | 38.9829 | -93.9757 | 9,512 | Clinical research associate | 1972-12-31 | 2940287d84326d3d88fc8c57596867f6 | 1,371,928,964 | 38.325975 | -93.839144 | 0 |
5,161 | 2020-06-22 19:22:45 | 4,715,741,951,931,169,000 | fraud_Hills-Boyer | personal_care | 24.33 | Robert | Drake | M | 463 Willie Estates | Burbank | OK | 74,633 | 36.6966 | -96.7869 | 471 | Sub | 1941-03-30 | db30569b436b463a42200175e44c3bf9 | 1,371,928,965 | 37.499989 | -97.594113 | 0 |
5,162 | 2020-06-22 19:23:10 | 6,011,366,578,560,244 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 250.39 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 082f1fbce38db3f78011307dce41f815 | 1,371,928,990 | 40.060964 | -77.50909 | 0 |
5,163 | 2020-06-22 19:23:27 | 4,048,508,450,704,760 | fraud_Ruecker-Mayert | kids_pets | 82.3 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 4c39e033eaeabfc2e573c4e7166f7054 | 1,371,929,007 | 41.124367 | -97.287173 | 0 |
5,164 | 2020-06-22 19:23:41 | 6,538,891,242,532,018 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 5.22 | 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 | 9367e999b264427230b1de10f035a2d1 | 1,371,929,021 | 35.728745 | -91.193945 | 0 |
5,165 | 2020-06-22 19:23:43 | 6,595,970,453,799,027 | fraud_Ritchie, Oberbrunner and Cremin | travel | 8.04 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 40dcbdc71a164d099c5d6b3752ac55cd | 1,371,929,023 | 40.230308 | -73.976781 | 0 |
5,166 | 2020-06-22 19:24:32 | 4,587,577,161,160,601 | fraud_Rempel Inc | shopping_net | 4.29 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | a1df0348ab7fcff3c1ee83ee6f48f4b7 | 1,371,929,072 | 44.93503 | -69.154386 | 0 |
5,167 | 2020-06-22 19:25:08 | 5,104,807,169,438,134 | fraud_McCullough, Hudson and Schuster | food_dining | 56.27 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | 724a421020a8c9598beea42947e1966c | 1,371,929,108 | 40.949316 | -72.280885 | 0 |
5,168 | 2020-06-22 19:25:14 | 3,576,431,665,303,017 | fraud_Medhurst PLC | shopping_net | 2.19 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 95ca1b68e75bf1339bef2f98bf581d3e | 1,371,929,114 | 33.837373 | -111.877872 | 0 |
5,169 | 2020-06-22 19:25:55 | 4,586,260,469,584 | fraud_Fahey Inc | kids_pets | 49.62 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | 3e91fdaf0a0b4635303f0505aada67c3 | 1,371,929,155 | 39.573602 | -95.730909 | 0 |
5,170 | 2020-06-22 19:26:01 | 2,229,378,226,512,508 | fraud_Rau-Robel | kids_pets | 42.45 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 61cec7ccde89935a421b36b0c34a8a54 | 1,371,929,161 | 43.913373 | -89.529136 | 0 |
5,171 | 2020-06-22 19:26:08 | 344,709,867,813,900 | fraud_O'Hara-Wilderman | food_dining | 42.57 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | cd8e01a69db934216515efcfac250f6e | 1,371,929,168 | 26.652516 | -82.093469 | 0 |
5,172 | 2020-06-22 19:26:19 | 3,560,318,482,131,952 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 82.54 | William | Skinner | M | 524 Wu Spurs Suite 894 | Mount Hope | AL | 35,651 | 34.4793 | -87.4769 | 1,312 | Librarian, academic | 1955-02-01 | 3fd46dc7f29e13c1f047d64ce6f4013a | 1,371,929,179 | 34.704259 | -87.771788 | 0 |
5,173 | 2020-06-22 19:26:24 | 372,509,258,176,510 | fraud_Ratke and Sons | health_fitness | 26.55 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 2f8b7f77f3fc76b368c602e9f8e65857 | 1,371,929,184 | 43.81794 | -82.767926 | 0 |
5,174 | 2020-06-22 19:26:37 | 4,464,457,352,619 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 9.63 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | a4394625bec9dad1bb11c049d4577b23 | 1,371,929,197 | 30.679147 | -84.05976 | 0 |
5,175 | 2020-06-22 19:26:40 | 4,951,647,200,979,051 | fraud_Jakubowski Group | food_dining | 5.8 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | 974d01275d5397a079cc9e7c43e66b20 | 1,371,929,200 | 37.003739 | -88.716265 | 0 |
5,176 | 2020-06-22 19:27:02 | 344,709,867,813,900 | fraud_Zemlak, Tillman and Cremin | personal_care | 53.37 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 64fe6264ea8b7015437fa193cc1bf17b | 1,371,929,222 | 28.148044 | -81.987039 | 0 |
5,177 | 2020-06-22 19:27:08 | 30,235,438,713,303 | fraud_Tromp Group | travel | 1.39 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | fd452d9449d4b3c491b2224b25e0636d | 1,371,929,228 | 38.702672 | -82.592055 | 0 |
5,178 | 2020-06-22 19:27:31 | 30,266,994,494,236 | fraud_Wiza, Schaden and Stark | misc_pos | 1,422.13 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | 4273a3467d38cfa56c3678137b212f74 | 1,371,929,251 | 37.647358 | -77.262281 | 0 |
5,179 | 2020-06-22 19:27:42 | 38,797,410,705,641 | fraud_Armstrong, Walter and Gottlieb | food_dining | 59.56 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | cc92a1c732296a449e58d3461431b2f4 | 1,371,929,262 | 43.125885 | -74.295838 | 0 |
5,180 | 2020-06-22 19:28:05 | 4,149,635,823,017 | fraud_Torphy-Goyette | shopping_pos | 8.69 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 8263a0fb693c98c017b6ef70d0956e2c | 1,371,929,285 | 33.654584 | -86.111332 | 0 |
5,181 | 2020-06-22 19:28:15 | 4,260,128,500,325 | fraud_Stamm-Rodriguez | misc_pos | 208.01 | Whitney | Gallagher | F | 0374 Courtney Islands Apt. 400 | Deane | KY | 41,812 | 37.2409 | -82.7696 | 230 | Conservation officer, historic buildings | 1997-08-04 | ee6fc6449a0d1e56bd2f1f2635706e33 | 1,371,929,295 | 37.174953 | -82.545202 | 0 |
5,182 | 2020-06-22 19:28:22 | 180,067,151,859,700 | fraud_Schuppe-Schuppe | food_dining | 50.15 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | 68809f28def0ced71940ff85e46165e2 | 1,371,929,302 | 40.723478 | -88.507773 | 0 |
5,183 | 2020-06-22 19:28:26 | 342,319,985,983,023 | fraud_Kris-Kertzmann | travel | 490.23 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 35d9788afebaa0aae57de2b54c2a5d61 | 1,371,929,306 | 42.418942 | -75.030979 | 0 |
5,184 | 2020-06-22 19:28:54 | 4,810,789,809,665,943,000 | fraud_Hartmann, Rowe and Hermann | travel | 8.58 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 847a4c82c0baa5ce997dc81ab8b84415 | 1,371,929,334 | 39.391428 | -83.693467 | 0 |
5,185 | 2020-06-22 19:29:13 | 2,713,913,904,780,408 | fraud_Quitzon-Goyette | home | 7.77 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | f05dc1c1aa1217e14499d8cd1198d972 | 1,371,929,353 | 33.176409 | -91.997556 | 0 |
5,186 | 2020-06-22 19:29:25 | 3,531,129,874,770,000 | fraud_Schoen Ltd | kids_pets | 40.07 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 5c17edcb3406449abd4c4cbb12fc161f | 1,371,929,365 | 42.909252 | -73.262166 | 0 |
5,187 | 2020-06-22 19:29:28 | 4,509,142,395,811,241 | fraud_Medhurst, Cartwright and Ebert | personal_care | 16.1 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | dd6a06222344d90defe8fa0fe256be7e | 1,371,929,368 | 31.531487 | -81.594621 | 0 |
5,188 | 2020-06-22 19:30:36 | 3,566,094,707,272,327 | fraud_Gottlieb, Considine and Schultz | shopping_net | 49.54 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 8d7cd725a5091c2fa54dee5df54eedd4 | 1,371,929,436 | 34.868825 | -118.929402 | 0 |
5,189 | 2020-06-22 19:30:47 | 2,222,001,896,600,109 | fraud_Morissette LLC | entertainment | 49.86 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | e8e5ce1f204a60871beba45430f249c5 | 1,371,929,447 | 39.217861 | -90.161515 | 0 |
5,190 | 2020-06-22 19:30:59 | 3,500,969,075,198,072 | fraud_Boyer PLC | misc_pos | 121.68 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 50ab4bc4591f45eda8b15e16dd5bba28 | 1,371,929,459 | 48.195778 | -117.253509 | 0 |
5,191 | 2020-06-22 19:31:00 | 6,011,348,830,550,197 | fraud_Graham, Hegmann and Hammes | food_dining | 17.99 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | f39579313869e66a19578b9ab7cab293 | 1,371,929,460 | 33.7116 | -87.325127 | 0 |
5,192 | 2020-06-22 19:31:08 | 3,556,613,125,071,656 | fraud_Goyette, Howell and Collier | shopping_pos | 9.31 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 2c4fe318450c1a7501717af615b11023 | 1,371,929,468 | 28.661009 | -96.295838 | 0 |
5,193 | 2020-06-22 19:31:19 | 377,234,009,633,447 | fraud_Waelchi-Wolf | kids_pets | 21.83 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | 4028b8097e410703b7dadf6d805fd1f5 | 1,371,929,479 | 40.027565 | -78.149419 | 0 |
5,194 | 2020-06-22 19:31:47 | 4,066,595,222,529 | fraud_Kling, Howe and Schneider | home | 43.55 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | 8a106433309bf7a15d7ee99728a9e1ab | 1,371,929,507 | 38.613936 | -82.301072 | 0 |
5,195 | 2020-06-22 19:31:59 | 6,011,329,966,782,895 | fraud_Durgan, Gislason and Spencer | home | 23.02 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | 4276e52e3b01ecb827edba19615d2cc7 | 1,371,929,519 | 35.721089 | -96.309439 | 0 |
5,196 | 2020-06-22 19:32:24 | 2,291,163,933,867,244 | fraud_Reichel LLC | personal_care | 5.35 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | 98823af2750378b923ae056cbb85046c | 1,371,929,544 | 34.368203 | -81.689204 | 0 |
5,197 | 2020-06-22 19:32:50 | 3,517,527,805,128,735 | fraud_Thiel Ltd | travel | 8.8 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | c36cb4f457274c2d4d957a3e7710d575 | 1,371,929,570 | 40.180043 | -87.282966 | 0 |
5,198 | 2020-06-22 19:32:54 | 4,642,255,475,285,942 | fraud_Ullrich Ltd | kids_pets | 14.46 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 2ff998c060925082c9ea195f14e07cb7 | 1,371,929,574 | 39.963768 | -110.421389 | 0 |
5,199 | 2020-06-22 19:33:05 | 6,534,628,260,579,800 | fraud_Medhurst, Labadie and Gottlieb | travel | 2.79 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | b50735aee319ab764e85f953b672f21d | 1,371,929,585 | 45.124569 | -73.042214 | 0 |
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