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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3,700 | 2020-06-22 12:33:15 | 4,683,638,447,911 | fraud_Medhurst Inc | home | 86.21 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | c2e7e9170cbcedfdf0b60978c72b1d1b | 1,371,904,395 | 31.050535 | -92.604014 | 0 |
3,701 | 2020-06-22 12:33:45 | 6,538,441,737,335,434 | fraud_Schaefer, Fay and Hilll | entertainment | 99.53 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | bd2f935b0e08b553ec03ead20760d193 | 1,371,904,425 | 40.81218 | -79.352576 | 0 |
3,702 | 2020-06-22 12:34:05 | 30,407,675,418,785 | fraud_Johns Inc | entertainment | 90.96 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | b2acff774d8af76f42e311ca1e830eb2 | 1,371,904,445 | 41.216328 | -77.166581 | 0 |
3,703 | 2020-06-22 12:35:04 | 3,504,178,999,463,051 | fraud_Conroy Ltd | shopping_pos | 3.51 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | cba2e049dde4a30f2ab2e3c4ba236bae | 1,371,904,504 | 40.919148 | -84.652806 | 0 |
3,704 | 2020-06-22 12:35:38 | 4,149,238,353,975,790 | fraud_Goldner-Lemke | entertainment | 68.77 | Tanner | Carroll | M | 494 Burke Ports | Cokeburg | PA | 15,324 | 40.1008 | -80.0652 | 632 | Dealer | 1989-04-08 | baee9e7634524a5265bb67553cb483e1 | 1,371,904,538 | 40.653492 | -80.055838 | 0 |
3,705 | 2020-06-22 12:36:30 | 6,011,948,324,228,984 | fraud_Haag-Blanda | food_dining | 49.07 | Mckenzie | Brooks | F | 3872 Matthew Skyway | Paris | MS | 38,949 | 34.1992 | -89.382 | 297 | Administrator, local government | 1961-12-14 | c677f0cc730890e081bef3978e265c03 | 1,371,904,590 | 33.429712 | -90.150192 | 0 |
3,706 | 2020-06-22 12:36:33 | 4,642,255,475,285,942 | fraud_Deckow-Dare | food_dining | 15.4 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 79b8e18ef095317096cca956c6060871 | 1,371,904,593 | 38.778367 | -110.403074 | 0 |
3,707 | 2020-06-22 12:36:33 | 3,577,663,406,369,449 | fraud_Kertzmann LLC | health_fitness | 52.69 | Cody | Hooper | M | 7233 John Parks | Lepanto | AR | 72,354 | 35.6069 | -90.3359 | 2,470 | Counselling psychologist | 1968-10-06 | 4f4534b205bb17f97f85b66caf7a3eb2 | 1,371,904,593 | 34.685881 | -90.970743 | 0 |
3,708 | 2020-06-22 12:37:18 | 4,671,727,014,157,745 | fraud_Schoen Ltd | kids_pets | 15.57 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | cfec4f751436111517394fda8dbcc63b | 1,371,904,638 | 39.873697 | -85.655979 | 0 |
3,709 | 2020-06-22 12:37:38 | 30,092,964,733,035 | fraud_Shanahan-Lehner | personal_care | 32.78 | Jessica | Terry | F | 6412 Elizabeth Gardens Suite 633 | Maysville | KY | 41,056 | 38.6207 | -83.8067 | 14,228 | Advertising account executive | 1971-03-26 | 662ee525729ec7da946655a5caa81c57 | 1,371,904,658 | 38.688227 | -83.316827 | 0 |
3,710 | 2020-06-22 12:37:42 | 5,540,636,818,935,089 | fraud_Kub PLC | personal_care | 7.45 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 0afb047cba47d1c50c28beb0bf2301ec | 1,371,904,662 | 43.539892 | -71.061457 | 0 |
3,711 | 2020-06-22 12:37:43 | 3,587,960,728,692,500 | fraud_Ratke and Sons | health_fitness | 2.24 | 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 | 8057ddc400fdbfc2ed2f2a41d4f6dc9a | 1,371,904,663 | 42.192973 | -95.121376 | 0 |
3,712 | 2020-06-22 12:38:08 | 6,538,891,242,532,018 | fraud_Runte-Mohr | food_dining | 17.78 | 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 | 4a656ee751be1b25b5eafcbff29f62c0 | 1,371,904,688 | 36.52929 | -91.845389 | 0 |
3,713 | 2020-06-22 12:38:17 | 675,990,301,623 | fraud_Thompson-Gleason | health_fitness | 57.72 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 8c9689265fc088a4c8ec8174c550b2c6 | 1,371,904,697 | 40.840622 | -73.990938 | 0 |
3,714 | 2020-06-22 12:38:29 | 4,642,894,980,163 | fraud_Douglas-White | entertainment | 109.96 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 106d9c4113e80b586ed5405fe2cced2b | 1,371,904,709 | 40.775174 | -95.956011 | 0 |
3,715 | 2020-06-22 12:38:39 | 3,547,574,373,318,979 | fraud_Schroeder, Hauck and Treutel | entertainment | 10.99 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | e2833153e168379ad2d694b0a9a19087 | 1,371,904,719 | 38.844893 | -88.319854 | 0 |
3,716 | 2020-06-22 12:38:50 | 30,197,398,657,930 | fraud_Shields-Wunsch | health_fitness | 53.31 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | d30fabbecf71fb67e8001a53588d9a5f | 1,371,904,730 | 36.830443 | -77.908106 | 0 |
3,717 | 2020-06-22 12:38:58 | 3,545,109,339,866,548 | fraud_Halvorson Group | misc_pos | 9.02 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 58c346ae7b37fc90c1aabbbb6bd18e68 | 1,371,904,738 | 34.308705 | -90.506484 | 0 |
3,718 | 2020-06-22 12:38:59 | 4,560,395,181,594,436,000 | fraud_Predovic Inc | shopping_net | 125.93 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 04723f9891bb196b7094ae281be54f6a | 1,371,904,739 | 39.222899 | -122.3803 | 0 |
3,719 | 2020-06-22 12:39:11 | 6,547,670,341,037,171 | fraud_Fahey Inc | kids_pets | 11.5 | Bryce | Joseph | M | 148 Baker Field | Chester Heights | PA | 19,017 | 39.8839 | -75.4669 | 348 | Management consultant | 1945-05-05 | 418c6c61a75de8b9665013f9eca40a4d | 1,371,904,751 | 40.1804 | -75.725046 | 0 |
3,720 | 2020-06-22 12:39:12 | 571,365,235,126 | fraud_Runte-Mohr | food_dining | 40.68 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 746b32dd96323cdd858eae17b4d5631c | 1,371,904,752 | 44.847053 | -85.853869 | 0 |
3,721 | 2020-06-22 12:39:49 | 4,364,010,865,167,176 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 5.85 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 0ac0f67bc8c7145729fb1aad178d5597 | 1,371,904,789 | 40.237444 | -119.797 | 0 |
3,722 | 2020-06-22 12:40:02 | 2,720,012,583,106,919 | fraud_Renner Ltd | home | 71.07 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | 6420ddac78cdf761c0b140c5cde597fe | 1,371,904,802 | 43.450345 | -101.947882 | 0 |
3,723 | 2020-06-22 12:40:04 | 4,173,950,183,554,608 | fraud_Hammes-Beatty | kids_pets | 22.52 | Stephen | Marshall | M | 47144 Roberts Keys | Monmouth Beach | NJ | 7,750 | 40.333 | -73.9809 | 3,279 | Health promotion specialist | 1978-10-05 | cde182a3597bec94368b183b45427431 | 1,371,904,804 | 40.805859 | -72.987411 | 0 |
3,724 | 2020-06-22 12:40:13 | 4,311,368,326,621,416,000 | fraud_Goyette-Gerhold | kids_pets | 89.31 | Phillip | Delacruz | M | 26678 Lisa Locks Apt. 904 | Iliff | CO | 80,736 | 40.7692 | -103.0968 | 648 | Community arts worker | 1969-09-21 | a6898e5d90baecd04569d140b70edc4d | 1,371,904,813 | 40.52556 | -102.963074 | 0 |
3,725 | 2020-06-22 12:40:44 | 30,263,540,414,123 | fraud_Torphy-Kertzmann | health_fitness | 54.78 | Erik | Patterson | M | 162 Jessica Row Apt. 072 | Hatch | UT | 84,735 | 37.7175 | -112.4777 | 258 | Geoscientist | 1961-11-24 | ff86001716c556d209a0654986d9733b | 1,371,904,844 | 38.034943 | -113.282002 | 0 |
3,726 | 2020-06-22 12:40:49 | 3,598,304,579,370,089 | fraud_Wisozk and Sons | misc_pos | 33.84 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | a89b8627495ae0403065b3029db2f127 | 1,371,904,849 | 38.436949 | -97.491272 | 0 |
3,727 | 2020-06-22 12:41:09 | 630,423,337,322 | fraud_Fadel-Hilpert | health_fitness | 58.85 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 149982b62e200b7ad2a8b54d30537864 | 1,371,904,869 | 49.190959 | -117.940003 | 0 |
3,728 | 2020-06-22 12:41:30 | 3,583,635,130,604,947 | fraud_Rau-Grant | kids_pets | 23.89 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 2a9a0892c0a943345da6e24e7767df47 | 1,371,904,890 | 39.348536 | -74.170372 | 0 |
3,729 | 2020-06-22 12:41:43 | 342,952,484,382,519 | fraud_Pollich LLC | home | 21.16 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | eecb1e4119773fc4ce386cdad4c4084d | 1,371,904,903 | 42.477022 | -72.667491 | 0 |
3,730 | 2020-06-22 12:41:47 | 3,500,969,075,198,072 | fraud_Johns-Hoeger | entertainment | 121.36 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 1a77488158d09b4befa04eec85250011 | 1,371,904,907 | 46.817675 | -117.450248 | 0 |
3,731 | 2020-06-22 12:41:56 | 3,573,030,041,201,292 | fraud_Conroy-Emard | food_dining | 5.57 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 8536df35fd1cf0859eddd50c2fa40329 | 1,371,904,916 | 40.848808 | -109.693167 | 0 |
3,732 | 2020-06-22 12:42:22 | 4,742,883,543,039,288,000 | fraud_Bernhard-Lesch | food_dining | 51.21 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | 091843d18cd0b47246748856719c91cb | 1,371,904,942 | 19.443686 | -154.762687 | 0 |
3,733 | 2020-06-22 12:42:26 | 3,596,357,274,378,601 | fraud_Schuppe LLC | entertainment | 6.44 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | adfd0e473d532a8e1533078841753b07 | 1,371,904,946 | 41.192667 | -77.522299 | 0 |
3,734 | 2020-06-22 12:42:44 | 3,543,591,270,174,051 | fraud_Adams-Barrows | health_fitness | 66.27 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | aee7932604bcf4404b9f11446ef33163 | 1,371,904,964 | 39.466134 | -79.474709 | 0 |
3,735 | 2020-06-22 12:42:46 | 4,119,762,878,330,989 | fraud_Lowe, Dietrich and Erdman | kids_pets | 80.15 | Melinda | Gutierrez | F | 1497 West Gateway | Eureka | IL | 61,530 | 40.7152 | -89.2706 | 6,713 | Archivist | 1945-08-19 | 1f2edc3ccde4b1a046cd0bd0365a692b | 1,371,904,966 | 40.825465 | -90.101953 | 0 |
3,736 | 2020-06-22 12:42:53 | 379,897,244,598,068 | fraud_Gaylord-Powlowski | home | 12.41 | Frank | Key | M | 5537 Jessica Plaza | Pewee Valley | KY | 40,056 | 38.3039 | -85.4834 | 3,263 | Stage manager | 1930-02-28 | 2b3d865e3013261aeb72471a82cc813f | 1,371,904,973 | 38.672074 | -84.613992 | 0 |
3,737 | 2020-06-22 12:42:55 | 213,173,753,804,333 | fraud_Gottlieb Group | kids_pets | 64.2 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | b65f70bb1dab052b10881d09bbad8417 | 1,371,904,975 | 41.247904 | -86.607316 | 0 |
3,738 | 2020-06-22 12:43:14 | 4,640,395,708,703 | fraud_Kertzmann LLC | health_fitness | 102.97 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | e3a6fc24bcbe4d8c0ff84626e5b5902a | 1,371,904,994 | 29.855563 | -91.177865 | 0 |
3,739 | 2020-06-22 12:43:20 | 2,254,917,871,818,484 | fraud_Torp-Lemke | misc_pos | 2.46 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | ad6079be2ce4f3ed75bfe58f45248d1c | 1,371,905,000 | 38.026537 | -75.678547 | 0 |
3,740 | 2020-06-22 12:43:40 | 2,266,735,643,685,262 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 7.51 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 5c84383f1ddb14fba7b85e7afac94a92 | 1,371,905,020 | 34.932602 | -87.149971 | 0 |
3,741 | 2020-06-22 12:44:13 | 4,861,310,130,652,567,000 | fraud_Willms, Kris and Bergnaum | shopping_pos | 57.74 | 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 | aaeeb583f7e6f72e90852a11a000deb2 | 1,371,905,053 | 31.169389 | -90.727313 | 0 |
3,742 | 2020-06-22 12:44:22 | 4,809,701,904,914 | fraud_Champlin, Rolfson and Connelly | travel | 5.45 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 188589193746d9e30aba5bfff8a50585 | 1,371,905,062 | 31.441639 | -85.204448 | 0 |
3,743 | 2020-06-22 12:44:32 | 4,378,993,458,389,626 | fraud_Pagac LLC | shopping_pos | 4.83 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 25aa46dfde273b47e27a3b36a4821098 | 1,371,905,072 | 43.97323 | -71.640809 | 0 |
3,744 | 2020-06-22 12:45:08 | 3,543,591,270,174,051 | fraud_Barton LLC | kids_pets | 124.27 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | 043f23c10eeb485f7a0b6a9bac80a00b | 1,371,905,108 | 40.480385 | -78.611393 | 0 |
3,745 | 2020-06-22 12:45:30 | 36,722,699,017,270 | fraud_Bernhard-Lesch | food_dining | 14.71 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 04c6953996ee7d4d434675bc41dc03cd | 1,371,905,130 | 32.923864 | -110.990223 | 0 |
3,746 | 2020-06-22 12:45:42 | 4,658,117,080,136 | fraud_Jacobi Inc | health_fitness | 21.49 | Dwayne | Martinez | M | 490 Baldwin Alley Apt. 468 | Crownpoint | NM | 87,313 | 35.7206 | -108.0271 | 5,662 | IT consultant | 1989-04-08 | 09feeb941f54fdf47308049df04d09d5 | 1,371,905,142 | 36.344397 | -107.141234 | 0 |
3,747 | 2020-06-22 12:45:47 | 2,348,245,054,386,329 | fraud_Weber, Thiel and Hammes | kids_pets | 82.99 | Justin | Gay | M | 268 Hayes Rue Suite 811 | Harborcreek | PA | 16,421 | 42.1767 | -79.9416 | 2,518 | Event organiser | 1946-02-02 | 277ca2b266b03f70b548ab93d7e9a623 | 1,371,905,147 | 41.369032 | -80.533017 | 0 |
3,748 | 2020-06-22 12:45:50 | 567,868,110,212 | fraud_Boyer PLC | shopping_net | 5.58 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | cfa0a92850fbdad6acfd0d4e00aaf65e | 1,371,905,150 | 30.755776 | -95.478755 | 0 |
3,749 | 2020-06-22 12:46:06 | 2,720,012,583,106,919 | fraud_Hermiston, Russel and Price | food_dining | 64.81 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | 3be4a3289180d8ef1119cb54e80ad38f | 1,371,905,166 | 42.717686 | -103.190886 | 0 |
3,750 | 2020-06-22 12:46:31 | 30,270,432,095,985 | fraud_Dibbert-Green | entertainment | 75.04 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 5320928517474775fd3492b6f0956a2e | 1,371,905,191 | 39.859167 | -91.005784 | 0 |
3,751 | 2020-06-22 12:46:59 | 6,011,252,220,172,077 | fraud_Ledner, Hartmann and Feest | health_fitness | 181.55 | Melvin | Wright | M | 210 Dean Causeway Suite 130 | Alton | IA | 51,003 | 42.9782 | -96.0173 | 1,700 | Engineer, land | 2001-12-19 | 49e07a1e0da0cd17174855e81c0cb9f0 | 1,371,905,219 | 43.956082 | -96.546195 | 0 |
3,752 | 2020-06-22 12:47:28 | 4,476,840,372,112 | fraud_Haley, Batz and Auer | health_fitness | 89.89 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 4a3b834e5f614daf79a1ed27845b8d41 | 1,371,905,248 | 34.199744 | -86.851574 | 0 |
3,753 | 2020-06-22 12:47:46 | 6,506,116,513,503,136 | fraud_Jakubowski Inc | home | 75.34 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | 3a8c099126833d883f118b84a65bce6c | 1,371,905,266 | 32.537141 | -95.387341 | 0 |
3,754 | 2020-06-22 12:47:49 | 2,254,917,871,818,484 | fraud_Bauch-Blanda | entertainment | 7.25 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | e0fc94977c2954a6ed3fbd1b2c7343e5 | 1,371,905,269 | 38.070111 | -77.147215 | 0 |
3,755 | 2020-06-22 12:48:24 | 2,231,186,809,828,225 | fraud_Beer-Jast | kids_pets | 98.55 | Katherine | Pennington | F | 73869 Connie Prairie | Vienna | GA | 31,092 | 32.0913 | -83.7922 | 7,420 | Phytotherapist | 1957-01-15 | 2adbb7a244e3a53656362d3171818c3a | 1,371,905,304 | 32.739627 | -83.110022 | 0 |
3,756 | 2020-06-22 12:48:48 | 3,521,417,320,836,166 | fraud_Lemke-Gutmann | shopping_net | 22.28 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | cfbdfbf569c6574ea08aa5edd4d984c4 | 1,371,905,328 | 39.557343 | -85.780512 | 0 |
3,757 | 2020-06-22 12:49:27 | 180,031,190,491,743 | fraud_Kihn, Abernathy and Douglas | shopping_net | 6.28 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | 0f1c7c3ad07790d8f52cdae7b2994487 | 1,371,905,367 | 31.022636 | -88.947122 | 0 |
3,758 | 2020-06-22 12:49:28 | 30,044,330,818,990 | fraud_Howe PLC | entertainment | 119.13 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 71a3845986e50c6e74b41bb7f4bb758a | 1,371,905,368 | 26.938414 | -81.894817 | 0 |
3,759 | 2020-06-22 12:50:06 | 3,523,898,249,167,098 | fraud_Gaylord-Powlowski | home | 32.88 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 3bfcf31993a66b20f82a91f9874c1a6e | 1,371,905,406 | 40.2196 | -72.984397 | 0 |
3,760 | 2020-06-22 12:50:18 | 4,681,601,008,538,160 | fraud_Fritsch and Sons | health_fitness | 48.25 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 4284564f098a4364907ed0fc1f7e574b | 1,371,905,418 | 39.448495 | -80.903197 | 0 |
3,761 | 2020-06-22 12:50:23 | 2,268,221,587,779,419 | fraud_Powlowski-Weimann | food_dining | 8.74 | Peggy | Berry | F | 517 Vasquez Lodge | Vancouver | WA | 98,665 | 45.6892 | -122.6616 | 299,480 | Teaching laboratory technician | 1985-01-02 | d4ee951e9fd071bdcf9db5bde9706fe0 | 1,371,905,423 | 46.363909 | -122.711864 | 0 |
3,762 | 2020-06-22 12:50:25 | 38,295,635,583,927 | fraud_Parker, Nolan and Trantow | entertainment | 3.41 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | d55c5bc98802d496026b9a5b9be0360f | 1,371,905,425 | 33.107428 | -99.855179 | 0 |
3,763 | 2020-06-22 12:50:30 | 4,745,996,322,265 | fraud_Hamill-Daugherty | misc_net | 96.64 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 33d6306d162f1ad7eef2fc0e5d1e54ba | 1,371,905,430 | 40.879267 | -87.121258 | 0 |
3,764 | 2020-06-22 12:50:47 | 60,487,002,085 | fraud_Schaefer Ltd | kids_pets | 74.51 | David | White | M | 66234 Hall Lock Suite 758 | Jackson | MS | 39,211 | 32.3739 | -90.1293 | 233,060 | Horticulturist, commercial | 1972-08-15 | 6058390fe4d5161eb3679984c3a1a48d | 1,371,905,447 | 33.213258 | -90.606987 | 0 |
3,765 | 2020-06-22 12:51:33 | 4,756,039,869,079,882,000 | fraud_Reilly and Sons | health_fitness | 39.42 | Francisco | Hernandez | M | 980 Smith Gardens | Gainesville | TX | 76,240 | 33.6547 | -97.1583 | 26,120 | Engineer, manufacturing | 1954-01-06 | e1ad4878995fedcb76bd63c714721c63 | 1,371,905,493 | 32.853323 | -96.715655 | 0 |
3,766 | 2020-06-22 12:51:49 | 4,716,561,796,955,522 | fraud_Goyette Inc | shopping_net | 1.9 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 7ec4e1a1d5d9e747e95be8b2db2b3830 | 1,371,905,509 | 48.566271 | -113.387836 | 0 |
3,767 | 2020-06-22 12:52:01 | 213,153,151,785,052 | fraud_Weimann-Lockman | kids_pets | 65.45 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | a4a5e31acdb486308d28d5ee5c749a1e | 1,371,905,521 | 46.205887 | -89.128753 | 0 |
3,768 | 2020-06-22 12:52:42 | 4,745,996,322,265 | fraud_Pfeffer and Sons | shopping_pos | 212.62 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 54a82df00f4989c5599f3c18815ebd63 | 1,371,905,562 | 41.365174 | -85.865393 | 0 |
3,769 | 2020-06-22 12:53:27 | 376,445,266,762,684 | fraud_Gleason and Sons | kids_pets | 14.79 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 35f3cf644dd389253dad65ea336cdeee | 1,371,905,607 | 40.533793 | -101.851582 | 0 |
3,770 | 2020-06-22 12:53:29 | 4,189,814,094,741 | fraud_Rau and Sons | grocery_pos | 74.72 | Jason | Farmer | M | 33165 Larry Walks Suite 960 | Ragland | AL | 35,131 | 33.7367 | -86.1619 | 4,159 | Educational psychologist | 1998-02-03 | fb689cfdc181523f7699f4fdbe519817 | 1,371,905,609 | 33.650473 | -85.291195 | 0 |
3,771 | 2020-06-22 12:54:10 | 2,720,433,095,629,877 | fraud_Schoen Ltd | kids_pets | 31.85 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | a069ede9f4e07401dc65bc033080f99e | 1,371,905,650 | 43.64111 | -69.412751 | 0 |
3,772 | 2020-06-22 12:54:22 | 2,288,813,824,604,479 | fraud_Schroeder, Hauck and Treutel | entertainment | 28.98 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | de97c9bce92908c5f65638fec8836f2b | 1,371,905,662 | 39.987808 | -73.016473 | 0 |
3,773 | 2020-06-22 12:54:23 | 4,450,831,335,606,294 | fraud_O'Reilly, Mohr and Purdy | home | 28.81 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | faabdb80c36e23a1ba99a15328a7d361 | 1,371,905,663 | 33.684681 | -94.425777 | 0 |
3,774 | 2020-06-22 12:54:49 | 4,716,561,796,955,522 | fraud_Berge-Hills | kids_pets | 29.35 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 4e52d03d9035a52868f18f5bde604a53 | 1,371,905,689 | 47.374219 | -112.275996 | 0 |
3,775 | 2020-06-22 12:54:55 | 30,273,037,698,427 | fraud_Tillman, Fritsch and Schmitt | misc_net | 83.24 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 353b70a33a06722198186e7df3884dbc | 1,371,905,695 | 35.723681 | -92.069568 | 0 |
3,776 | 2020-06-22 12:55:04 | 2,383,461,948,823,908 | fraud_Breitenberg LLC | travel | 3.09 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | 7cba33303b8b9304ec8bdc1a5a08b506 | 1,371,905,704 | 44.445954 | -70.180906 | 0 |
3,777 | 2020-06-22 12:55:32 | 4,716,561,796,955,522 | fraud_Stiedemann Inc | misc_pos | 104.74 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | f62ea1b09429860f6b43ab3fc5959a73 | 1,371,905,732 | 47.434839 | -111.878555 | 0 |
3,778 | 2020-06-22 12:55:37 | 30,242,921,189,660 | fraud_Nienow, Barrows and Romaguera | personal_care | 30.77 | Dalton | Jones | M | 3304 Hernandez Run | Afton | MI | 49,705 | 45.3637 | -84.4695 | 937 | Technical brewer | 1958-04-06 | 81100d37a7480fdc53a7839dda47b4da | 1,371,905,737 | 46.036081 | -84.883721 | 0 |
3,779 | 2020-06-22 12:56:07 | 2,285,066,385,084,291 | fraud_Torphy-Kertzmann | health_fitness | 14.67 | 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 | 1e8b64901387dcd79e603a3677627088 | 1,371,905,767 | 31.285187 | -88.754095 | 0 |
3,780 | 2020-06-22 12:56:09 | 4,777,065,439,639,721 | fraud_Runte-Mohr | food_dining | 67.48 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | 5704dd6f9304a9ecc2a818ce4ea79e83 | 1,371,905,769 | 39.814494 | -75.458195 | 0 |
3,781 | 2020-06-22 12:56:10 | 4,010,002,218,955,876 | fraud_Hodkiewicz, Prohaska and Paucek | travel | 6.67 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | 0791d0e51e04803eaf5e6477dfa634b9 | 1,371,905,770 | 29.047798 | -95.147903 | 0 |
3,782 | 2020-06-22 12:56:28 | 3,587,960,728,692,500 | fraud_Zemlak Group | misc_net | 144.59 | 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 | c209a1fa2694f6960fb877a27c228f8e | 1,371,905,788 | 42.183795 | -94.763204 | 0 |
3,783 | 2020-06-22 12:56:35 | 6,011,104,316,292,105 | fraud_Conroy Ltd | shopping_pos | 5.6 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 7e58e4450871921fa7e7c5c89c5e98c4 | 1,371,905,795 | 37.721487 | -79.443755 | 0 |
3,784 | 2020-06-22 12:56:52 | 577,588,686,219 | fraud_Thompson-Gleason | health_fitness | 4.87 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 1d48600c74c59e7d57864f74eff91c0c | 1,371,905,812 | 40.406157 | -79.136167 | 0 |
3,785 | 2020-06-22 12:57:41 | 30,551,643,947,183 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 13.57 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | da8565044b11b347eb8d2b1677142069 | 1,371,905,861 | 35.816827 | -80.56108 | 0 |
3,786 | 2020-06-22 12:57:44 | 3,566,373,869,538,620 | fraud_Block-Hauck | travel | 1.93 | Steven | Castaneda | M | 46809 Toni Flat Suite 216 | Lamy | NM | 87,540 | 35.4311 | -105.9409 | 923 | Public relations account executive | 1964-06-22 | b4d45f60ab3f1aa1254dec3f2f517fb7 | 1,371,905,864 | 35.959116 | -106.589309 | 0 |
3,787 | 2020-06-22 12:58:26 | 3,576,021,480,694,169 | fraud_Buckridge PLC | misc_pos | 193.69 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | b1cb3455494af469c2a576f6237291bb | 1,371,905,906 | 39.161448 | -95.635106 | 0 |
3,788 | 2020-06-22 12:58:35 | 4,681,699,462,969 | fraud_Morissette LLC | entertainment | 58.86 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 09693cc7febbb3dd8b1c431b4c7e7fc4 | 1,371,905,915 | 35.503103 | -85.825237 | 0 |
3,789 | 2020-06-22 12:58:38 | 2,285,066,385,084,291 | fraud_Wuckert, Wintheiser and Friesen | home | 67.31 | 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 | 5d27c70f6eac9151f8ab4b09860a2b04 | 1,371,905,918 | 32.603858 | -88.273779 | 0 |
3,790 | 2020-06-22 12:58:44 | 36,913,587,729,122 | fraud_Torphy-Goyette | shopping_pos | 2.36 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 81de1b75d521f1f3f591d6e6dec982df | 1,371,905,924 | 44.32423 | -116.778521 | 0 |
3,791 | 2020-06-22 12:58:51 | 4,292,902,571,056,973,300 | fraud_Lesch Ltd | shopping_pos | 113.28 | Jeffrey | Smith | M | 135 Joseph Mountains | Sula | MT | 59,871 | 45.8433 | -113.8748 | 218 | Therapist, horticultural | 1995-08-16 | c1161804f96dd3514bd77bc0ae4929bd | 1,371,905,931 | 44.893133 | -113.781069 | 0 |
3,792 | 2020-06-22 12:58:56 | 4,586,810,168,620,942 | fraud_Jewess LLC | shopping_pos | 165.66 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 708c47fc3091981834964f9f59634488 | 1,371,905,936 | 32.576154 | -79.692703 | 0 |
3,793 | 2020-06-22 12:59:14 | 5,359,543,825,610,251 | fraud_Brown-Greenholt | entertainment | 9.36 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | 8f2024ec9144dc46b6af305ae1da0fab | 1,371,905,954 | 46.607633 | -111.926422 | 0 |
3,794 | 2020-06-22 12:59:19 | 3,545,109,339,866,548 | fraud_Feil, Hilpert and Koss | food_dining | 40.74 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 10ae956d747505e586330fde51305e09 | 1,371,905,959 | 33.084438 | -89.771102 | 0 |
3,795 | 2020-06-22 12:59:48 | 372,520,049,757,633 | fraud_Labadie, Treutel and Bode | shopping_net | 1.23 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 9985746dc259a52e45607bfaa35fd870 | 1,371,905,988 | 47.914174 | -92.303306 | 0 |
3,796 | 2020-06-22 12:59:53 | 3,545,109,339,866,548 | fraud_Hudson-Grady | shopping_pos | 8.54 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | c36927266dede6811936d83000a68a86 | 1,371,905,993 | 32.693633 | -90.812892 | 0 |
3,797 | 2020-06-22 12:59:56 | 4,518,350,514,020,532 | fraud_Cartwright PLC | kids_pets | 62.62 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | 98c0c8e5a3cad8dde763bb8120096915 | 1,371,905,996 | 28.54741 | -82.599755 | 0 |
3,798 | 2020-06-22 13:00:11 | 2,512,312,531,485,080 | fraud_Runte-Mohr | food_dining | 55.19 | John | Mccormick | M | 79414 Clark Lakes Suite 966 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Producer, radio | 1956-10-08 | 10ebd8a86f24a7688dff74dcecc49447 | 1,371,906,011 | 43.36608 | -82.553862 | 0 |
3,799 | 2020-06-22 13:00:26 | 4,683,520,018,489,354 | fraud_Kilback, Nitzsche and Leffler | travel | 4.74 | Charles | Carrillo | M | 17547 Stephen Turnpike Apt. 846 | Hawthorne | CA | 90,250 | 33.9143 | -118.3493 | 93,193 | Editor, magazine features | 1995-04-19 | 9f0ee5dab71e6197939d7f148051979a | 1,371,906,026 | 34.749029 | -118.831124 | 0 |
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