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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13,500 | 2020-06-25 20:02:40 | 3,577,794,103,155,425 | fraud_Quitzon, Green and Bashirian | shopping_pos | 221.9 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | 87060da5a49cac65675fcd64efcb77cc | 1,372,190,560 | 47.821558 | -97.121399 | 0 |
13,501 | 2020-06-25 20:03:33 | 38,295,635,583,927 | fraud_Jaskolski-Vandervort | misc_net | 4.64 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | d5252e405f299b09ef12d95525b6eaf4 | 1,372,190,613 | 33.281897 | -99.690989 | 0 |
13,502 | 2020-06-25 20:03:52 | 38,947,654,498,698 | fraud_Dibbert-Green | entertainment | 165.1 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | 80d093743fb40f03dc87672bcff2a5fb | 1,372,190,632 | 38.439353 | -81.974868 | 0 |
13,503 | 2020-06-25 20:04:24 | 503,848,303,379 | fraud_Schiller Ltd | personal_care | 1.89 | Gregory | Wallace | M | 27203 Darrell Landing | Saint James City | FL | 33,956 | 26.529 | -82.0916 | 3,776 | Sport and exercise psychologist | 1976-09-12 | 358285dc3af888640ea0973da6bb4fa9 | 1,372,190,664 | 26.703594 | -82.171138 | 0 |
13,504 | 2020-06-25 20:04:30 | 2,297,447,006,766,555 | fraud_Yost-Rogahn | personal_care | 13.81 | Laura | Walker | F | 611 Michael Rue | Cisco | IL | 61,830 | 39.9972 | -88.6962 | 478 | Landscape architect | 1960-01-13 | 75ed77dd8b274ddb8de602c00c5523a6 | 1,372,190,670 | 39.511541 | -89.508346 | 0 |
13,505 | 2020-06-25 20:05:44 | 4,653,178,848,915,023,000 | fraud_Roob, Conn and Tremblay | shopping_pos | 4.23 | Robert | Hall | M | 371 Anthony Trail Suite 354 | Glade Spring | VA | 24,340 | 36.7779 | -81.7676 | 5,657 | Clinical psychologist | 1987-04-29 | d88b5e05a586f7e46b2ac2ecec53e190 | 1,372,190,744 | 36.767439 | -82.127648 | 0 |
13,506 | 2020-06-25 20:05:59 | 4,451,438,912,406,400 | fraud_Connelly PLC | food_dining | 6.2 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | 4c0fc02cd3d20108896c0cb2f78e1579 | 1,372,190,759 | 35.185182 | -94.554755 | 0 |
13,507 | 2020-06-25 20:06:01 | 3,560,336,828,629,935 | fraud_Dare-Marvin | entertainment | 1.41 | Christopher | White | M | 13613 Hammond Ferry | Clutier | IA | 52,217 | 42.0789 | -92.3763 | 590 | Embryologist, clinical | 1953-03-30 | 4124825f3431009198906fce27199a2b | 1,372,190,761 | 41.224562 | -91.998602 | 0 |
13,508 | 2020-06-25 20:06:17 | 4,745,996,322,265 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 176.93 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 74e3f6e0c392b2423c38318fdc0dba01 | 1,372,190,777 | 40.545985 | -87.066873 | 0 |
13,509 | 2020-06-25 20:08:28 | 4,198,470,814,557 | fraud_Hagenes, Kohler and Hoppe | food_dining | 4.2 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 8140c5ce834a95a2bdb04cceaf0ebc4d | 1,372,190,908 | 42.452565 | -96.22231 | 0 |
13,510 | 2020-06-25 20:09:49 | 2,714,019,737,356,678 | fraud_Gleason and Sons | kids_pets | 21.11 | Christina | Moore | F | 542 Finley Ports Apt. 396 | West Finley | PA | 15,377 | 39.9914 | -80.4408 | 724 | Theme park manager | 1995-08-30 | 5079804744adb3e3d6f7174a37966e1c | 1,372,190,989 | 39.656369 | -79.971531 | 0 |
13,511 | 2020-06-25 20:10:04 | 630,451,534,402 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 8.49 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 236c0959c9c1b20bd4ec853e8c31ceab | 1,372,191,004 | 45.397465 | -87.611358 | 0 |
13,512 | 2020-06-25 20:10:21 | 180,036,456,789,979 | fraud_Schulist Ltd | food_dining | 44.07 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 1d5b3bcf059ee098c5f1221001f095c8 | 1,372,191,021 | 42.141746 | -91.065988 | 0 |
13,513 | 2020-06-25 20:10:27 | 30,427,035,050,508 | fraud_Heller PLC | health_fitness | 26.85 | John | Chandler | M | 88325 Brandon Greens Apt. 477 | Detroit | MI | 48,202 | 42.377 | -83.0796 | 673,342 | Broadcast presenter | 1969-11-20 | 72a22872ce4e5199c29426bb969c0bbc | 1,372,191,027 | 42.132674 | -83.842194 | 0 |
13,514 | 2020-06-25 20:10:40 | 4,634,955,908,138,648 | fraud_Bahringer, Osinski and Block | food_dining | 20 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | 0a1d2033c11cc16f3bd3e178114e16c8 | 1,372,191,040 | 40.945241 | -97.048361 | 0 |
13,515 | 2020-06-25 20:10:53 | 2,242,542,703,101,233 | fraud_Bauch-Blanda | entertainment | 191.16 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 51c5817d17bd80d13cacfb283cffef61 | 1,372,191,053 | 38.076199 | -85.713128 | 0 |
13,516 | 2020-06-25 20:12:20 | 60,490,596,305 | fraud_Thiel-Thiel | entertainment | 15.43 | Karen | Johnson | F | 4349 Anna Flat Suite 214 | Haynes | AR | 72,341 | 34.8838 | -90.7666 | 222 | Programmer, applications | 1963-05-19 | 665469cc3fec27de59609aeb5063dee3 | 1,372,191,140 | 35.805883 | -91.665703 | 0 |
13,517 | 2020-06-25 20:14:39 | 2,242,542,703,101,233 | fraud_Prosacco LLC | personal_care | 119 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 3da428421c81affa970123ccea11e6a0 | 1,372,191,279 | 38.112256 | -84.687005 | 0 |
13,518 | 2020-06-25 20:15:32 | 3,576,431,665,303,017 | fraud_Kassulke Inc | entertainment | 58.68 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 070fa3951cd3feb410b900704451fbe6 | 1,372,191,332 | 32.827748 | -111.687856 | 0 |
13,519 | 2020-06-25 20:15:56 | 4,536,996,888,716,062,000 | fraud_Yost, Schamberger and Windler | kids_pets | 23.16 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | 0ba3a1f95ad7530f32d535d1a63b36aa | 1,372,191,356 | 36.675823 | -105.78281 | 0 |
13,520 | 2020-06-25 20:16:30 | 3,533,800,906,065,217 | fraud_O'Connell-Ullrich | home | 209.5 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | ccb2972c2078533bb3ce34c0672e93e3 | 1,372,191,390 | 40.070009 | -98.4116 | 0 |
13,521 | 2020-06-25 20:16:38 | 30,234,966,027,947 | fraud_Runte-Mohr | food_dining | 26.9 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | cb785d9864933f2215a4b619e638cef0 | 1,372,191,398 | 44.836669 | -87.305194 | 0 |
13,522 | 2020-06-25 20:17:52 | 213,141,712,584,544 | fraud_Pfeffer and Sons | shopping_pos | 10.36 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | c4f4abf5b9cbdf366a44f6f26cf42097 | 1,372,191,472 | 32.718985 | -89.626747 | 0 |
13,523 | 2020-06-25 20:18:03 | 4,026,222,041,577 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 4.11 | Debbie | Payne | F | 204 Ashley Neck Apt. 169 | Preston | CT | 6,365 | 41.5224 | -71.9934 | 4,720 | Broadcast presenter | 1977-05-18 | 1cfacf8928ba00a0324ec517349a0443 | 1,372,191,483 | 42.307251 | -71.865285 | 0 |
13,524 | 2020-06-25 20:18:26 | 30,230,540,139,182 | fraud_Dare, Fritsch and Zboncak | health_fitness | 75.01 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | 784b501b6fefb11cdc2f7c3f8aff1e46 | 1,372,191,506 | 41.121862 | -76.506049 | 0 |
13,525 | 2020-06-25 20:20:42 | 213,175,487,106,448 | fraud_Reichel LLC | personal_care | 36.56 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | a1a817c4484f7405780402cdfd7294b5 | 1,372,191,642 | 32.27581 | -100.551676 | 0 |
13,526 | 2020-06-25 20:21:22 | 349,612,764,943,496 | fraud_Reilly LLC | home | 75.39 | Xavier | Beltran | M | 61107 Edwards Dam Apt. 463 | Big Creek | KY | 40,914 | 37.1046 | -83.5706 | 467 | Psychologist, forensic | 1984-06-04 | 472df763ab8df8f4e284cd1dabc0b1c4 | 1,372,191,682 | 37.070974 | -83.707525 | 0 |
13,527 | 2020-06-25 20:21:39 | 2,264,937,662,466,770 | fraud_Heaney-Marquardt | entertainment | 7.25 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | de55989f9035f8140f443731cde64df8 | 1,372,191,699 | 29.665977 | -98.651133 | 0 |
13,528 | 2020-06-25 20:22:21 | 373,043,435,942,726 | fraud_Hermiston, Pacocha and Smith | health_fitness | 77.14 | Vincent | Richards | M | 2064 Tyler Fork | Beasley | TX | 77,417 | 29.479 | -95.9681 | 2,457 | Trading standards officer | 1981-03-04 | c77926e4724f9e4c3895bf0e2848b77f | 1,372,191,741 | 30.349357 | -96.612791 | 0 |
13,529 | 2020-06-25 20:24:33 | 3,567,879,740,649,740 | fraud_Lang, Towne and Schuppe | kids_pets | 42.81 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | 33c2030bd15d57d98a2be83933149d3e | 1,372,191,873 | 44.428651 | -75.390506 | 0 |
13,530 | 2020-06-25 20:25:50 | 3,521,417,320,836,166 | fraud_Fritsch and Sons | health_fitness | 2.26 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | e1fa73e48eb2dd910ce2c70f63207403 | 1,372,191,950 | 40.214718 | -86.1229 | 0 |
13,531 | 2020-06-25 20:25:57 | 30,230,540,139,182 | fraud_Witting, Beer and Ernser | home | 97.1 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | c5480a19382c55c1063bf775ad73ddaf | 1,372,191,957 | 41.040484 | -76.615302 | 0 |
13,532 | 2020-06-25 20:26:17 | 377,113,842,678,100 | fraud_Hettinger, McCullough and Fay | home | 15.1 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 8feb4edb00c7e4422fc04e514c1c16b6 | 1,372,191,977 | 39.745828 | -75.325057 | 0 |
13,533 | 2020-06-25 20:27:07 | 2,720,012,583,106,919 | fraud_Larkin Ltd | kids_pets | 57.73 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | 3d84149f10c95d8bcd89c6876224edc0 | 1,372,192,027 | 43.190633 | -103.138957 | 0 |
13,534 | 2020-06-25 20:28:31 | 38,797,410,705,641 | fraud_Stiedemann Ltd | food_dining | 60.1 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | d74b18d2a1a20e4a4ac07f4d2f301871 | 1,372,192,111 | 41.82357 | -73.737775 | 0 |
13,535 | 2020-06-25 20:29:15 | 180,067,784,565,096 | fraud_Konopelski, Schneider and Hartmann | food_dining | 1.48 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | 5eedb11e8845e38acf3cca50a2585b4a | 1,372,192,155 | 42.857921 | -87.774761 | 0 |
13,536 | 2020-06-25 20:29:15 | 346,273,234,529,002 | fraud_Little, Gutmann and Lynch | shopping_net | 8.93 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | 3111f56a28bf7c7e9ccf38315db549e2 | 1,372,192,155 | 37.130037 | -80.264069 | 0 |
13,537 | 2020-06-25 20:29:17 | 6,538,441,737,335,434 | fraud_Sporer-Keebler | personal_care | 17 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 9b7cc2c3e0d8994c12921e48f67baa25 | 1,372,192,157 | 42.036367 | -80.427154 | 0 |
13,538 | 2020-06-25 20:30:21 | 4,550,599,031,376,731 | fraud_Ullrich Ltd | kids_pets | 55.86 | Angela | West | F | 9471 Wong Islands | Mansfield | OH | 44,902 | 40.7559 | -82.5123 | 92,985 | Press photographer | 1968-05-29 | 46382ec34fe6fbf97ff4d2a93be0e55b | 1,372,192,221 | 40.306858 | -81.639665 | 0 |
13,539 | 2020-06-25 20:31:37 | 676,102,124,465 | fraud_Beer-Jast | kids_pets | 65.29 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 8cbf4cbbdd80a5728ef9550eec5ce56c | 1,372,192,297 | 38.34697 | -121.724353 | 0 |
13,540 | 2020-06-25 20:32:06 | 581,686,439,828 | fraud_Jakubowski Inc | home | 35.95 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | bbcf76f4b404a6b753545ab41d1ab645 | 1,372,192,326 | 41.208202 | -80.434195 | 0 |
13,541 | 2020-06-25 20:32:42 | 4,514,242,065,619,750 | fraud_Fisher-Schowalter | shopping_net | 8.54 | Janet | Carpenter | F | 9870 Collins Flat | Laramie | WY | 82,072 | 41.4247 | -105.4781 | 35,371 | Pilot, airline | 1988-09-02 | 1af55f9ce31aee2703765efcfd3aac75 | 1,372,192,362 | 42.230707 | -106.362352 | 0 |
13,542 | 2020-06-25 20:33:37 | 3,589,289,942,931,264 | fraud_Lubowitz-Walter | kids_pets | 1.22 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 0a646b8589e7498e3155a9241e29d957 | 1,372,192,417 | 43.088154 | -96.82852 | 0 |
13,543 | 2020-06-25 20:33:55 | 3,596,357,274,378,601 | fraud_Friesen-Ortiz | personal_care | 35.78 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | 465f565bb0ff61a2f85a08aeab82870d | 1,372,192,435 | 41.551329 | -78.255994 | 0 |
13,544 | 2020-06-25 20:34:25 | 3,563,837,241,599,446 | fraud_Stiedemann Ltd | food_dining | 2.79 | 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 | 83d38a929102718cf959ed314c947727 | 1,372,192,465 | 46.244574 | -123.233158 | 0 |
13,545 | 2020-06-25 20:34:28 | 584,673,555,952 | fraud_Mueller, Gerhold and Mueller | health_fitness | 26.66 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | bc82d988bc93b31834082f075923e10f | 1,372,192,468 | 47.889423 | -101.175487 | 0 |
13,546 | 2020-06-25 20:34:35 | 4,607,072,969,078,276 | fraud_Lynch Ltd | shopping_pos | 4.71 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 6898f6f6bd271af41b303e54c9b7a256 | 1,372,192,475 | 35.29037 | -96.63809 | 0 |
13,547 | 2020-06-25 20:34:50 | 3,583,635,130,604,947 | fraud_Friesen Inc | shopping_pos | 8.69 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | be491d6920c70c00ee8f6f81ee7349fb | 1,372,192,490 | 39.76116 | -74.522183 | 0 |
13,548 | 2020-06-25 20:34:55 | 4,158,758,517,677,931 | fraud_Kihn-Schuster | food_dining | 103.49 | Dawn | Cox | F | 193 Catherine Ways | Hills | MN | 56,138 | 43.5335 | -96.3645 | 899 | Data scientist | 1995-01-15 | 5f316812caab901b53f0f020d4e1b824 | 1,372,192,495 | 42.963837 | -96.732515 | 0 |
13,549 | 2020-06-25 20:35:28 | 4,859,525,594,182,537 | fraud_Zboncak LLC | food_dining | 8.32 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | 79ae4a2be7c737f1017468f273fad80e | 1,372,192,528 | 41.82326 | -75.790531 | 0 |
13,550 | 2020-06-25 20:36:49 | 6,011,999,606,625,827 | fraud_Hagenes, Kohler and Hoppe | food_dining | 134.76 | Ronald | Carson | M | 870 Rocha Drive | Harrington Park | NJ | 7,640 | 40.9918 | -73.98 | 4,664 | Radiographer, diagnostic | 1965-06-30 | b0206727b8d456bf59173ac2c32ec2d4 | 1,372,192,609 | 41.923048 | -74.703741 | 0 |
13,551 | 2020-06-25 20:37:43 | 3,523,898,249,167,098 | fraud_Graham, Hegmann and Hammes | food_dining | 25.57 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 41b98ee608601aa6bb2eaf6af7bbb024 | 1,372,192,663 | 40.464247 | -73.716432 | 0 |
13,552 | 2020-06-25 20:38:27 | 676,195,318,214 | fraud_Kutch-Wilderman | home | 115.5 | Brandy | Quinn | F | 9734 Beard Fields Suite 885 | Altair | TX | 77,412 | 29.6047 | -96.5249 | 106 | Editor, film/video | 1983-07-24 | 2557e33caba3ea0f8b0a31ae214f243f | 1,372,192,707 | 28.908667 | -96.819516 | 0 |
13,553 | 2020-06-25 20:38:28 | 371,009,169,330,125 | fraud_Hudson-Grady | shopping_pos | 5.3 | Randall | Burgess | M | 393 Carroll Route Suite 197 | Norman Park | GA | 31,771 | 31.2462 | -83.6549 | 5,666 | Rural practice surveyor | 2003-09-14 | 6d183f2dcf53c721e5865a825133ebd8 | 1,372,192,708 | 31.876297 | -84.505301 | 0 |
13,554 | 2020-06-25 20:38:47 | 4,822,367,783,500,458 | fraud_Parker-Kunde | personal_care | 51.76 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | 845372ecc70868260a205776856a54fe | 1,372,192,727 | 28.378511 | -81.412807 | 0 |
13,555 | 2020-06-25 20:40:05 | 4,302,480,582,202,074 | fraud_Welch, Rath and Koepp | entertainment | 16.95 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | f051b77f1e61157c0a14b321e98012c8 | 1,372,192,805 | 44.140031 | -87.099297 | 0 |
13,556 | 2020-06-25 20:41:05 | 4,220,495,028,289,516,500 | fraud_O'Connell-Ullrich | home | 11.72 | Bethany | Andrade | F | 7898 Wanda Springs | Corona | CA | 92,882 | 33.8419 | -117.6043 | 233,717 | Wellsite geologist | 1966-05-22 | e2ccd569698ca1ccf0f01c88b142d06e | 1,372,192,865 | 33.472205 | -117.904023 | 0 |
13,557 | 2020-06-25 20:41:40 | 4,384,910,379,661,778 | fraud_Lubowitz, Terry and Stracke | personal_care | 5.73 | Michelle | Russell | F | 55505 Christy Via | Hawley | MN | 56,549 | 46.9777 | -96.4092 | 4,508 | Naval architect | 1949-04-24 | 00843291ab145ec4952983a65068a851 | 1,372,192,900 | 47.265337 | -96.633278 | 0 |
13,558 | 2020-06-25 20:43:24 | 3,563,837,241,599,446 | fraud_Stehr, Jewess and Schimmel | misc_net | 1.04 | 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 | 9fb73a50d4ff65ae153d908b820c2c3c | 1,372,193,004 | 46.167488 | -123.911153 | 0 |
13,559 | 2020-06-25 20:44:11 | 503,874,407,318 | fraud_Dickinson Ltd | misc_pos | 1.05 | 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 | 00f19d1f79d31c940f25a393c739b7f1 | 1,372,193,051 | 30.486945 | -99.482259 | 0 |
13,560 | 2020-06-25 20:44:50 | 3,598,215,285,024,754 | fraud_Grimes LLC | entertainment | 71.21 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 3690c18f4c1aa2ac96a0bf84bfa6cbb5 | 1,372,193,090 | 41.42939 | -73.720501 | 0 |
13,561 | 2020-06-25 20:44:53 | 3,595,192,916,105,588 | fraud_Kub-Heaney | health_fitness | 27.58 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | ec1dc3dcf47ee5b2a1340818e06536d1 | 1,372,193,093 | 34.806587 | -78.150683 | 0 |
13,562 | 2020-06-25 20:45:01 | 4,449,530,933,957,323 | fraud_Dare-Marvin | entertainment | 85.97 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | 82c08f8386e119d8a91173ecddddff70 | 1,372,193,101 | 39.101432 | -122.83392 | 0 |
13,563 | 2020-06-25 20:45:01 | 6,544,734,391,390,261 | fraud_Schaefer Ltd | kids_pets | 18.83 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 6b7c4a5ff50e4a68f184444fadad2fed | 1,372,193,101 | 40.820812 | -88.001851 | 0 |
13,564 | 2020-06-25 20:45:03 | 4,599,735,407,877,245,000 | fraud_Koss, Hansen and Lueilwitz | home | 156.27 | Mary | Myers | F | 39787 Pamela Fall Suite 639 | Tiptonville | TN | 38,079 | 36.3846 | -89.4649 | 5,577 | Geochemist | 1964-12-30 | 01c36e0bd2c55c38c6f59988a81001b0 | 1,372,193,103 | 36.524026 | -89.092694 | 0 |
13,565 | 2020-06-25 20:45:18 | 38,014,427,445,058 | fraud_Schiller Ltd | personal_care | 5.83 | Sonya | Jensen | F | 4470 Jillian Courts | Adams | WI | 53,910 | 43.8967 | -89.8219 | 3,508 | Sport and exercise psychologist | 1946-08-11 | c8d34ee9957438dd57d601b75df42755 | 1,372,193,118 | 43.878686 | -90.65117 | 0 |
13,566 | 2020-06-25 20:45:41 | 4,809,701,904,914 | fraud_Effertz, Welch and Schowalter | entertainment | 56.72 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 91bc3701e17eafd694c88a055084facb | 1,372,193,141 | 33.259433 | -84.581588 | 0 |
13,567 | 2020-06-25 20:45:56 | 3,596,357,274,378,601 | fraud_Kerluke-Abshire | shopping_net | 5.17 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | e17b14c3f912071b38645d1f0136366e | 1,372,193,156 | 41.84438 | -78.323892 | 0 |
13,568 | 2020-06-25 20:46:31 | 4,104,312,520,615,374 | fraud_Prosacco LLC | personal_care | 37.62 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | d8d78572ac93d1ca0ccd1bc0dc20d4e5 | 1,372,193,191 | 33.121069 | -116.905467 | 0 |
13,569 | 2020-06-25 20:46:37 | 5,456,776,410,929,288 | fraud_Berge-Ullrich | home | 23.61 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | b50dc07e0dbcd7703823e0f012682a0c | 1,372,193,197 | 41.32344 | -79.914031 | 0 |
13,570 | 2020-06-25 20:46:52 | 4,587,577,161,160,601 | fraud_Marvin-Lind | personal_care | 11.99 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | e8cb6fca44824109828c936c88929ab7 | 1,372,193,212 | 43.137693 | -70.394114 | 0 |
13,571 | 2020-06-25 20:47:09 | 36,192,615,525,683 | fraud_Pacocha-Weissnat | kids_pets | 159.41 | Susan | Garcia | F | 582 Rodriguez Wells | Albuquerque | NM | 87,109 | 35.1506 | -106.569 | 641,349 | Civil Service administrator | 1976-04-11 | ae4a3e578fc7b7bc5a25b868af8dac32 | 1,372,193,229 | 35.075236 | -105.647382 | 0 |
13,572 | 2020-06-25 20:47:18 | 6,538,891,242,532,018 | fraud_Schoen Ltd | kids_pets | 31.28 | 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 | fd012492e233587f351384de166e98db | 1,372,193,238 | 36.203343 | -90.268971 | 0 |
13,573 | 2020-06-25 20:48:00 | 4,561,546,772,499 | fraud_Goyette, Howell and Collier | shopping_pos | 7.88 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 36c1d68073cfa930012478bb6463c250 | 1,372,193,280 | 35.259276 | -106.627447 | 0 |
13,574 | 2020-06-25 20:49:15 | 371,226,440,126,102 | fraud_Prosacco, Kreiger and Kovacek | home | 34.64 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 402ad30fc552f330e9294f9357b6efba | 1,372,193,355 | 39.71221 | -89.649419 | 0 |
13,575 | 2020-06-25 20:49:36 | 4,239,552,724,014,407 | fraud_Witting, Beer and Ernser | home | 131.26 | Carl | Hernandez | M | 9134 Darryl Flat Suite 916 | Paulding | OH | 45,879 | 41.141 | -84.5722 | 6,284 | Secondary school teacher | 1936-03-27 | 1dfa11eb63b8a7b92bf063451fe87f7e | 1,372,193,376 | 41.414709 | -85.09608 | 0 |
13,576 | 2020-06-25 20:49:48 | 4,277,232,699,798,846 | fraud_Hahn, Douglas and Schowalter | travel | 8.26 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | e376e96dba9ecd0227434e8c4bebfc70 | 1,372,193,388 | 46.431911 | -102.850125 | 0 |
13,577 | 2020-06-25 20:50:02 | 213,148,039,875,802 | fraud_Volkman PLC | food_dining | 6.15 | Jill | Jacobs | F | 034 Kimberly Mountains | Brandon | FL | 33,510 | 27.9551 | -82.2966 | 79,613 | Environmental consultant | 1978-11-30 | 66df8a7518799f3b3020d40fa33ff3f3 | 1,372,193,402 | 28.493912 | -81.394689 | 0 |
13,578 | 2020-06-25 20:50:02 | 36,722,699,017,270 | fraud_Kutch-Ferry | home | 26.36 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | ecfcb0727c103b14de1538147e65f692 | 1,372,193,402 | 34.142929 | -110.422237 | 0 |
13,579 | 2020-06-25 20:50:35 | 571,365,235,126 | fraud_Fahey Inc | kids_pets | 12.39 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 030561757938339bd6468539418e3332 | 1,372,193,435 | 44.051519 | -85.466378 | 0 |
13,580 | 2020-06-25 20:50:38 | 4,822,367,783,500,458 | fraud_Spencer PLC | entertainment | 37.78 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | a9280068f5ade15ee3e300893db575a4 | 1,372,193,438 | 27.077745 | -81.293123 | 0 |
13,581 | 2020-06-25 20:51:38 | 213,199,865,312,311 | fraud_Turcotte, McKenzie and Koss | entertainment | 4.46 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | 4007c0744a2f83072a7b13623ac7753e | 1,372,193,498 | 35.129122 | -85.97051 | 0 |
13,582 | 2020-06-25 20:53:27 | 180,068,353,086,472 | fraud_Gaylord-Powlowski | home | 81.42 | Melissa | Flores | F | 7529 Carter Well Suite 262 | Huntington Beach | CA | 92,648 | 33.6773 | -118.0051 | 190,249 | Therapist, horticultural | 1976-09-17 | 38ad4d5bf5ad620ebf6974f4cea34306 | 1,372,193,607 | 33.108559 | -117.355822 | 0 |
13,583 | 2020-06-25 20:55:52 | 180,036,456,789,979 | fraud_Kihn, Abernathy and Douglas | shopping_net | 5.69 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 2257f7b2d36ed2bcf1457031bbc345f8 | 1,372,193,752 | 42.679182 | -91.674618 | 0 |
13,584 | 2020-06-25 20:56:06 | 4,862,293,128,558 | fraud_Barton LLC | kids_pets | 105.4 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | b9b837d0937d06a7ec8ae897a85caa7f | 1,372,193,766 | 40.461737 | -78.944107 | 0 |
13,585 | 2020-06-25 20:57:28 | 213,163,860,545,705 | fraud_Schuppe-Schuppe | food_dining | 57.71 | Mark | Tyler | M | 82201 Bradley Radial Suite 703 | Avera | GA | 30,803 | 33.141 | -82.515 | 741 | Claims inspector/assessor | 1986-04-28 | 75e813ed74449e285f6453ffda13ff4d | 1,372,193,848 | 32.594654 | -82.305383 | 0 |
13,586 | 2020-06-25 20:57:37 | 3,525,590,521,269,779 | fraud_Cormier LLC | shopping_net | 1.84 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | ebf57e8d187fcc7662f018b1742ce4a3 | 1,372,193,857 | 35.777368 | -79.208191 | 0 |
13,587 | 2020-06-25 20:57:56 | 3,587,960,728,692,500 | fraud_Crist, Jakubowski and Littel | home | 130 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | 4093e4eb315cd9dc85835f527e47e133 | 1,372,193,876 | 42.389436 | -95.656291 | 0 |
13,588 | 2020-06-25 20:58:06 | 376,262,134,119,629 | fraud_Breitenberg LLC | travel | 6.9 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | 1feeae1ad604c1bffdcc9eeaf05b2d1f | 1,372,193,886 | 27.32785 | -82.881152 | 0 |
13,589 | 2020-06-25 20:59:13 | 3,596,357,274,378,601 | fraud_Towne, Greenholt and Koepp | shopping_net | 7.23 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | 47fff262bf2ef8235931abe825ec926d | 1,372,193,953 | 41.811895 | -78.148742 | 0 |
13,590 | 2020-06-25 20:59:56 | 4,536,996,888,716,062,000 | fraud_Beer-Jast | kids_pets | 71.61 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | 880053448cc9412c27e83213350f04fc | 1,372,193,996 | 36.510714 | -106.413207 | 0 |
13,591 | 2020-06-25 21:00:56 | 180,069,253,480,336 | fraud_Daugherty LLC | kids_pets | 20.67 | William | Hunter | M | 5036 Victoria Ports Suite 249 | Emporium | PA | 15,834 | 41.5177 | -78.2536 | 4,533 | Public affairs consultant | 1969-11-01 | e2d3e3eba2404e64b8ab2fcc50583889 | 1,372,194,056 | 41.278808 | -77.761521 | 0 |
13,592 | 2020-06-25 21:01:25 | 4,900,628,639,996 | fraud_Schimmel-Olson | kids_pets | 50.81 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 7883ef1ecce6c3c7343b3b903a516d93 | 1,372,194,085 | 34.111992 | -118.371955 | 0 |
13,593 | 2020-06-25 21:03:03 | 3,518,234,918,950,662 | fraud_Kihn, Brakus and Goyette | personal_care | 21.42 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 245a76709cffead6bb6b0f0e5cf28d59 | 1,372,194,183 | 33.613933 | -97.428207 | 0 |
13,594 | 2020-06-25 21:03:50 | 38,530,489,946,071 | fraud_Reichert-Weissnat | travel | 5.82 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | 5675bed7a1eb34b8b89856bf8df35993 | 1,372,194,230 | 34.613677 | -82.815564 | 0 |
13,595 | 2020-06-25 21:05:15 | 4,560,395,181,594,436,000 | fraud_Kihn-Fritsch | food_dining | 26.51 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 22de04f6e432fb7dc985ccab3470f0ef | 1,372,194,315 | 39.841064 | -122.038911 | 0 |
13,596 | 2020-06-25 21:06:25 | 4,259,996,134,423 | fraud_Kutch-Ferry | home | 52.58 | Julie | Johnson | F | 9331 Robert Passage Suite 327 | Hudson | KS | 67,545 | 38.1485 | -98.6408 | 215 | Probation officer | 1968-11-22 | b21bf6036021f0c6f9ccab0ac18d869b | 1,372,194,385 | 39.127824 | -98.113133 | 0 |
13,597 | 2020-06-25 21:06:29 | 345,389,171,551,808 | fraud_Balistreri-Nader | misc_pos | 253.26 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | edf43e7c3a2ea86674b22e4e0b5face2 | 1,372,194,389 | 33.57346 | -88.993338 | 0 |
13,598 | 2020-06-25 21:07:25 | 581,686,439,828 | fraud_Gutmann-Upton | misc_pos | 2.49 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 7d3b6921a652028940d0834b2c5599bb | 1,372,194,445 | 40.715742 | -79.062865 | 0 |
13,599 | 2020-06-25 21:07:27 | 2,242,542,703,101,233 | fraud_Brown-Greenholt | entertainment | 115.85 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 6d3559f7d6a5686b4bc98af81894dcf6 | 1,372,194,447 | 38.002512 | -84.836117 | 0 |
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