Unnamed: 0 int64 | trans_date_trans_time string | cc_num int64 | merchant string | category string | amt float64 | first string | last string | gender string | street string | city string | state string | zip int64 | lat float64 | long float64 | city_pop int64 | job string | dob string | trans_num string | unix_time int64 | merch_lat float64 | merch_long float64 | is_fraud int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,281,800 | 2020-06-15 18:42:18 | 3,541,160,328,600,277 | fraud_Will Ltd | food_dining | 4.73 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 4e4eea4841674ca1a33cca60b2deaa32 | 1,371,321,738 | 39.786947 | -89.3232 | 0 |
1,281,801 | 2020-06-15 18:42:22 | 3,545,109,339,866,548 | fraud_Nicolas, Hills and McGlynn | entertainment | 4.36 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 2a3f9f3e9d97c44f71e8f17e5e377d72 | 1,371,321,742 | 32.592151 | -90.711034 | 0 |
1,281,802 | 2020-06-15 18:42:42 | 346,273,234,529,002 | fraud_Botsford Ltd | shopping_pos | 162.63 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | bb5834f43864d6d96d68c8013f5367b2 | 1,371,321,762 | 37.348555 | -80.832071 | 0 |
1,281,803 | 2020-06-15 18:42:43 | 4,657,269,323,674,365 | fraud_Schoen-Quigley | kids_pets | 111.05 | Alicia | Mitchell | F | 125 Kristen Dale | Grand Ridge | FL | 32,442 | 30.7148 | -85.021 | 3,699 | Art gallery manager | 1948-09-07 | 6696a41fc7299471645c44fc13f31dc6 | 1,371,321,763 | 29.93053 | -84.756488 | 0 |
1,281,804 | 2020-06-15 18:43:00 | 6,011,388,901,471,808 | fraud_Gleason and Sons | kids_pets | 50.41 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | 39e4af5e1454a70620c4219112852403 | 1,371,321,780 | 40.990835 | -80.357564 | 0 |
1,281,805 | 2020-06-15 18:43:35 | 4,170,689,372,027,579 | fraud_Gerhold LLC | home | 6.67 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | c73ce5876e4a9f0ab73628a0593c7c99 | 1,371,321,815 | 35.131118 | -96.789992 | 0 |
1,281,806 | 2020-06-15 18:43:59 | 4,457,732,997,086,323,700 | fraud_Kihn Inc | shopping_pos | 143.79 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | 6814a818ed7a2def0116f8f19aba229d | 1,371,321,839 | 38.424236 | -120.119112 | 0 |
1,281,807 | 2020-06-15 18:44:16 | 374,930,071,163,758 | fraud_Buckridge PLC | misc_pos | 15.45 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 2e20d2fc3fc18335472a88a0bc2e9dbd | 1,371,321,856 | 43.067387 | -83.917805 | 0 |
1,281,808 | 2020-06-15 18:44:19 | 4,469,777,115,158,235,000 | fraud_Roob, Conn and Tremblay | shopping_pos | 2.07 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 8a313db257105f413793ad528a827ff4 | 1,371,321,859 | 43.509373 | -70.842179 | 0 |
1,281,809 | 2020-06-15 18:44:49 | 60,495,593,109 | fraud_Mueller, Gerhold and Mueller | health_fitness | 5.44 | Randall | Dillon | M | 4440 George Mills Suite 591 | Dallas | TX | 75,210 | 32.7699 | -96.743 | 1,263,321 | Television camera operator | 1942-11-24 | 3c711326c96119fd3d92800cdec49bb6 | 1,371,321,889 | 32.708757 | -95.938164 | 0 |
1,281,810 | 2020-06-15 18:44:53 | 676,372,984,911 | fraud_Kozey-Boehm | shopping_net | 3.89 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 04a029f3d377fdd64ccdc3a8db811478 | 1,371,321,893 | 39.419197 | -97.691412 | 0 |
1,281,811 | 2020-06-15 18:44:57 | 349,612,764,943,496 | fraud_Weber and Sons | food_dining | 55.16 | Xavier | Beltran | M | 61107 Edwards Dam Apt. 463 | Big Creek | KY | 40,914 | 37.1046 | -83.5706 | 467 | Psychologist, forensic | 1984-06-04 | 3699c18ad51a9c201c5aa3a1cf36805d | 1,371,321,897 | 37.105281 | -83.097159 | 0 |
1,281,812 | 2020-06-15 18:45:07 | 4,879,265,611,163,287 | fraud_Bednar PLC | kids_pets | 45.21 | Collin | Brown | M | 995 Benjamin Bypass | Du Pont | GA | 31,630 | 31 | -82.8555 | 419 | Advertising account executive | 1990-10-28 | aa9db73a5a2b03c59e193cd6a1685178 | 1,371,321,907 | 31.156537 | -82.049141 | 0 |
1,281,813 | 2020-06-15 18:45:27 | 213,141,712,584,544 | fraud_Lowe, Dietrich and Erdman | kids_pets | 106.65 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 1a3ad23200a89494a29f059f61af4071 | 1,371,321,927 | 31.18793 | -89.770438 | 0 |
1,281,814 | 2020-06-15 18:45:40 | 344,709,867,813,900 | fraud_Reichel, Bradtke and Blanda | travel | 7.53 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | cd4ba71472a3c1873e0c9deeffd8149c | 1,371,321,940 | 27.25679 | -82.297294 | 0 |
1,281,815 | 2020-06-15 18:46:30 | 4,497,913,965,512,794,000 | fraud_Kessler Group | travel | 5.55 | Scott | Edwards | M | 838 Amy Street Suite 107 | Pembroke | NC | 28,372 | 34.6902 | -79.1834 | 14,783 | Hospital doctor | 1955-11-07 | bdad2900a0665659c463362d9b1fc71d | 1,371,321,990 | 34.894304 | -79.975231 | 0 |
1,281,816 | 2020-06-15 18:46:38 | 6,011,109,736,646,996 | fraud_Jast-McDermott | shopping_pos | 9.23 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | e881735da3f890793bc6be278de9f3ff | 1,371,321,998 | 34.858823 | -78.379986 | 0 |
1,281,817 | 2020-06-15 18:46:41 | 4,292,743,669,224,718,000 | fraud_Homenick LLC | personal_care | 7.12 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 39affb3448d8a4fdc5de6b6468c1940b | 1,371,322,001 | 37.663144 | -75.762223 | 0 |
1,281,818 | 2020-06-15 18:46:43 | 3,567,879,740,649,740 | fraud_Berge, Kautzer and Harris | personal_care | 69.29 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | f0c64feb0569b10211821a9e61ee63ee | 1,371,322,003 | 43.844057 | -75.894043 | 0 |
1,281,819 | 2020-06-15 18:46:53 | 4,229,733,778,084,049 | fraud_Bahringer Group | health_fitness | 121.5 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | bd641da1acba7c76dc06fefc6b048a43 | 1,371,322,013 | 37.00595 | -85.739793 | 0 |
1,281,820 | 2020-06-15 18:47:15 | 4,587,657,402,165,341,700 | fraud_Reichel Inc | entertainment | 83.47 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 0f93ac34c9216e60c6c04a66a4875e68 | 1,371,322,035 | 41.086113 | -87.276036 | 0 |
1,281,821 | 2020-06-15 18:47:21 | 2,269,768,987,945,882 | fraud_Weber, Thiel and Hammes | kids_pets | 71.67 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | f6b8ae35835a3ae715b634f7ccb550d5 | 1,371,322,041 | 42.181622 | -78.713528 | 0 |
1,281,822 | 2020-06-15 18:47:52 | 4,433,091,568,498,503 | fraud_Jakubowski Group | food_dining | 10.08 | Linda | Davis | F | 493 Todd Views | Gaithersburg | MD | 20,882 | 39.2335 | -77.1458 | 135,332 | Clinical biochemist | 1936-03-28 | 1cbf8a6d7e18359e57bcc1cae902b8e6 | 1,371,322,072 | 38.939179 | -77.229508 | 0 |
1,281,823 | 2020-06-15 18:48:40 | 3,586,008,444,788,268 | fraud_Schmeler, Bashirian and Price | shopping_net | 3.72 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 671db6a6314d40405f30b0da758bfa28 | 1,371,322,120 | 47.69654 | -122.588082 | 0 |
1,281,824 | 2020-06-15 18:48:42 | 2,264,937,662,466,770 | fraud_Weber and Sons | food_dining | 105.52 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 5d81339d4b41df6433e8606561ae41f3 | 1,371,322,122 | 29.015139 | -97.825218 | 0 |
1,281,825 | 2020-06-15 18:48:47 | 2,703,186,189,652,095 | fraud_Douglas, Schneider and Turner | shopping_pos | 3.54 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | b409c60a580ec419438444fecd69d9c4 | 1,371,322,127 | 37.055395 | -80.362536 | 0 |
1,281,826 | 2020-06-15 18:48:55 | 4,099,707,841,315,751 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 19.44 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 0647412ab5c7729197c0cb2ecc6c030c | 1,371,322,135 | 38.862249 | -77.556633 | 0 |
1,281,827 | 2020-06-15 18:49:04 | 6,011,104,316,292,105 | fraud_Wilkinson Ltd | entertainment | 40.99 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | b0aa6e7897554239d38f9b1f34c02401 | 1,371,322,144 | 37.875251 | -78.239168 | 0 |
1,281,828 | 2020-06-15 18:49:34 | 3,547,560,454,237,873 | fraud_Dietrich-Fadel | health_fitness | 42.89 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | c72b60996b9a8e4e961b739f211a3bda | 1,371,322,174 | 43.628746 | -85.532976 | 0 |
1,281,829 | 2020-06-15 18:49:35 | 213,180,742,685,905 | fraud_Cartwright PLC | kids_pets | 161.1 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | ad69843a1c67532f33300a1a7e647e45 | 1,371,322,175 | 41.487648 | -124.151871 | 0 |
1,281,830 | 2020-06-15 18:49:45 | 180,036,456,789,979 | fraud_Beer-Jast | kids_pets | 36.84 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 880ae78c05dee60fba24307ba49c8088 | 1,371,322,185 | 42.838491 | -91.691165 | 0 |
1,281,831 | 2020-06-15 18:49:48 | 4,797,297,220,948,469,000 | fraud_Kozey-Kuhlman | personal_care | 49.56 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | b8484ad8949c68aa77d6c0a79d75349a | 1,371,322,188 | 38.710903 | -87.122686 | 0 |
1,281,832 | 2020-06-15 18:49:50 | 4,666,314,527,820,883,000 | fraud_Denesik, Powlowski and Pouros | home | 80.82 | Guy | Thompson | M | 5812 Ramos Oval Suite 598 | Ravenna | NE | 68,869 | 41.0233 | -98.9041 | 2,202 | Solicitor, Scotland | 1974-06-21 | c43977896505a842e55078121fc20275 | 1,371,322,190 | 40.633354 | -98.006713 | 0 |
1,281,833 | 2020-06-15 18:49:55 | 372,509,258,176,510 | fraud_Labadie, Treutel and Bode | shopping_net | 10.93 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 20198e90e22bce12bb289ab82c5fee4d | 1,371,322,195 | 43.55741 | -83.241754 | 0 |
1,281,834 | 2020-06-15 18:50:04 | 3,549,202,406,645,667 | fraud_Leannon-Ward | food_dining | 162.85 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | e3ceb0fc461c4166d40e602e329c592e | 1,371,322,204 | 44.047658 | -69.57146 | 0 |
1,281,835 | 2020-06-15 18:50:12 | 3,502,088,871,723,054 | fraud_Ruecker-Mayert | kids_pets | 32.17 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | e61d3bdb3c6daf4bbc4399c5fc9ec38e | 1,371,322,212 | 39.234926 | -76.300585 | 0 |
1,281,836 | 2020-06-15 18:50:30 | 4,981,132,848,794 | fraud_Hills, Hegmann and Schaefer | health_fitness | 10.54 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 54e84f80c15622a77ac69c5800a41538 | 1,371,322,230 | 40.03424 | -81.896259 | 0 |
1,281,837 | 2020-06-15 18:50:32 | 4,018,105,808,392,773,600 | fraud_Hyatt, Russel and Gleichner | health_fitness | 87.71 | Katherine | Love | F | 5884 Sandoval Square Apt. 371 | Allenhurst | NJ | 7,711 | 40.2367 | -74.0067 | 1,533 | Administrator, charities/voluntary organisations | 1935-04-15 | 64cb5f79f42de2adbbfffe644202fe58 | 1,371,322,232 | 40.77079 | -74.401972 | 0 |
1,281,838 | 2020-06-15 18:50:40 | 4,951,647,200,979,051 | fraud_Hauck, Dietrich and Funk | kids_pets | 19.21 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | 5522aca81dc24cffc84806cd8f132d06 | 1,371,322,240 | 37.623205 | -89.028617 | 1 |
1,281,839 | 2020-06-15 18:50:45 | 4,658,490,815,480,264 | fraud_Pacocha-Weissnat | kids_pets | 134.93 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | b730dcfb1159ac501d6adfcbef927473 | 1,371,322,245 | 39.190841 | -79.031997 | 0 |
1,281,840 | 2020-06-15 18:50:46 | 213,126,662,687,660 | fraud_Mueller, Gerhold and Mueller | health_fitness | 34.51 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | 2b3d6a7dda6951abebf22345d8209b96 | 1,371,322,246 | 27.382412 | -100.024093 | 0 |
1,281,841 | 2020-06-15 18:51:04 | 4,900,628,639,996 | fraud_Schroeder Group | health_fitness | 76.26 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 6c2f231b16cfb98a618dca50a7594ae4 | 1,371,322,264 | 34.206053 | -118.080697 | 0 |
1,281,842 | 2020-06-15 18:51:25 | 676,314,217,768 | fraud_Stiedemann Ltd | food_dining | 19.36 | Ellen | Carrillo | F | 9431 Amanda Mills | Odessa | MO | 64,076 | 38.9829 | -93.9757 | 9,512 | Clinical research associate | 1972-12-31 | 842127b81c40ba87e76d45fd6b1ec687 | 1,371,322,285 | 38.896982 | -93.489126 | 0 |
1,281,843 | 2020-06-15 18:51:38 | 3,566,094,707,272,327 | fraud_Jast Ltd | shopping_net | 116.8 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 080c1537ca67342e2c25c59f588c240a | 1,371,322,298 | 33.466769 | -117.622625 | 0 |
1,281,844 | 2020-06-15 18:52:09 | 676,372,984,911 | fraud_Mayert Group | shopping_pos | 524.85 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | e4d9118ca5198a7d6f8cf013f9a6af8c | 1,371,322,329 | 39.573422 | -98.549933 | 0 |
1,281,845 | 2020-06-15 18:52:09 | 3,568,736,585,751,727 | fraud_Connelly-Carter | home | 83.51 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | af756eb5c14ddbbdaa005bf4a42ea4d5 | 1,371,322,329 | 41.54852 | -93.788205 | 0 |
1,281,846 | 2020-06-15 18:52:18 | 4,689,147,265,057,949,000 | fraud_Bartoletti and Sons | personal_care | 73.92 | Steven | Brooks | M | 2622 Reynolds Isle | Manley | NE | 68,403 | 40.9207 | -96.168 | 206 | Human resources officer | 1967-10-04 | dc1c252310aca0cbe0665b04a7df9407 | 1,371,322,338 | 40.479773 | -95.550978 | 0 |
1,281,847 | 2020-06-15 18:52:19 | 213,156,747,557,083 | fraud_Volkman PLC | food_dining | 4.58 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 51be3b9ea5567f7e94df8a7e682fdfdb | 1,371,322,339 | 34.253299 | -118.289028 | 0 |
1,281,848 | 2020-06-15 18:52:25 | 4,010,002,218,955,876 | fraud_Johns Inc | entertainment | 128.57 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | d0df93af55faf8584c3a1f8546255196 | 1,371,322,345 | 29.722712 | -95.813195 | 0 |
1,281,849 | 2020-06-15 18:52:28 | 4,874,017,206,859,125 | fraud_Bartoletti and Sons | personal_care | 28.64 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | f1a2a781ab1574bf56e5c9bdd2b01584 | 1,371,322,348 | 45.426046 | -122.819199 | 0 |
1,281,850 | 2020-06-15 18:52:37 | 30,235,268,718,158 | fraud_Ernser-Feest | home | 49.35 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | 0245b32be2cac3e166b34ee3ab2edfee | 1,371,322,357 | 41.000496 | -73.326577 | 0 |
1,281,851 | 2020-06-15 18:52:59 | 4,666,314,527,820,883,000 | fraud_Gerhold LLC | home | 82.06 | Guy | Thompson | M | 5812 Ramos Oval Suite 598 | Ravenna | NE | 68,869 | 41.0233 | -98.9041 | 2,202 | Solicitor, Scotland | 1974-06-21 | 03407ccee6c05a38971b80c88dd6221f | 1,371,322,379 | 40.024115 | -98.696056 | 0 |
1,281,852 | 2020-06-15 18:53:06 | 4,124,536,010,991,657 | fraud_Kozey-McDermott | travel | 3.62 | Sydney | Montoya | F | 265 Christian Summit Suite 231 | Fairhope | AL | 36,532 | 30.5012 | -87.8835 | 27,829 | Presenter, broadcasting | 1954-07-21 | de285705bb7b805f2c29a801c1cd3a6e | 1,371,322,386 | 30.086489 | -88.255584 | 0 |
1,281,853 | 2020-06-15 18:53:14 | 38,797,410,705,641 | fraud_Thompson-Gleason | health_fitness | 75.54 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | 67087038e290c2034cdb2de2acc5c4b6 | 1,371,322,394 | 43.207398 | -73.576872 | 0 |
1,281,854 | 2020-06-15 18:53:21 | 345,389,171,551,808 | fraud_O'Keefe-Wisoky | food_dining | 10.15 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | f9158e16c13c59eaff7f08d2a1b826b4 | 1,371,322,401 | 34.638552 | -89.593556 | 0 |
1,281,855 | 2020-06-15 18:53:29 | 4,890,424,426,862,857,000 | fraud_Gutmann, McLaughlin and Wiza | home | 33.25 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | c0052c48d4518899543858c3f3a3713f | 1,371,322,409 | 39.402603 | -120.918112 | 0 |
1,281,856 | 2020-06-15 18:53:58 | 6,011,581,063,717,667 | fraud_Schroeder Group | health_fitness | 34.52 | Jerry | Perkins | M | 3867 Susan Corners Apt. 883 | Brashear | MO | 63,533 | 40.1959 | -92.4333 | 805 | Private music teacher | 1970-06-27 | 54cdaed41a504348b707e013cb1f8061 | 1,371,322,438 | 41.045436 | -92.571457 | 0 |
1,281,857 | 2020-06-15 18:54:19 | 4,344,955,088,481,397 | fraud_Labadie LLC | personal_care | 79.43 | Christopher | Rodgers | M | 30587 Fox Shores Apt. 627 | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Communications engineer | 1976-09-29 | 261ed0ac7bfa44b42cbc5c4f8469d95e | 1,371,322,459 | 40.892613 | -79.617312 | 0 |
1,281,858 | 2020-06-15 18:55:04 | 3,535,808,924,394,848 | fraud_Jacobi Inc | health_fitness | 74.8 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | 43c34e11bc7f4797b34951751032df9b | 1,371,322,504 | 39.039412 | -88.739703 | 0 |
1,281,859 | 2020-06-15 18:55:14 | 581,508,178,315 | fraud_Fadel, Mertz and Rippin | entertainment | 66.5 | Michael | Vargas | M | 933 Martin Rapids | Desdemona | TX | 76,445 | 32.2819 | -98.5673 | 407 | Clothing/textile technologist | 1978-08-08 | 5ec7d3d8cf9087afcd8e2f7bde49127f | 1,371,322,514 | 32.896629 | -98.399575 | 0 |
1,281,860 | 2020-06-15 18:55:16 | 342,035,762,534,413 | fraud_McDermott-Weimann | grocery_pos | 30.37 | Jennifer | Carrillo | F | 334 Adam Mountains Apt. 868 | Manquin | VA | 23,106 | 37.7184 | -77.186 | 976 | Engineer, automotive | 1999-06-19 | 53c1c9fbdc860a9c7e323bb3c8decc38 | 1,371,322,516 | 36.97978 | -77.360818 | 0 |
1,281,861 | 2020-06-15 18:55:52 | 2,712,209,726,293,386 | fraud_O'Connell-Ullrich | home | 15.86 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | e659acfcbf0f28db4619a6d62c35d0ab | 1,371,322,552 | 30.854601 | -90.253205 | 0 |
1,281,862 | 2020-06-15 18:56:00 | 5,501,083,170,975,659 | fraud_Crooks and Sons | personal_care | 15.03 | Wayne | Payne | M | 587 Bradley Inlet Suite 281 | Cuyahoga Falls | OH | 44,223 | 41.1464 | -81.5107 | 47,772 | Equities trader | 1966-01-04 | 9f13af3cca04b253d19e9a0aeaab7719 | 1,371,322,560 | 40.158543 | -81.866193 | 0 |
1,281,863 | 2020-06-15 18:56:58 | 501,899,453,424 | fraud_Waelchi-Wolf | kids_pets | 38.54 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 2ae955b6aa57b3859878a66198c1561e | 1,371,322,618 | 33.799906 | -85.755577 | 0 |
1,281,864 | 2020-06-15 18:57:06 | 4,005,676,619,255,478 | fraud_Streich, Rolfson and Wilderman | kids_pets | 38.72 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | c46b3d11a4f74c6ea56886f1e89f9908 | 1,371,322,626 | 31.369988 | -91.431994 | 0 |
1,281,865 | 2020-06-15 18:57:31 | 4,178,097,073,221,156 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 215.64 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | 356de99aa16c4065165eafc5187785e5 | 1,371,322,651 | 42.858834 | -87.434444 | 0 |
1,281,866 | 2020-06-15 18:57:36 | 4,378,993,458,389,626 | fraud_Hermiston, Pacocha and Smith | health_fitness | 13.55 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | eeb51949adfdfefc5ebf15e861405938 | 1,371,322,656 | 44.12963 | -70.243916 | 0 |
1,281,867 | 2020-06-15 18:57:59 | 2,720,830,304,681,674 | fraud_Gaylord-Powlowski | home | 35.63 | Melissa | Aguilar | F | 21326 Taylor Squares Suite 708 | Clarksville | TN | 37,040 | 36.522 | -87.349 | 151,785 | Pathologist | 1974-03-28 | 92d6afd51dd3ff00bbcdbfb5811ba7c8 | 1,371,322,679 | 36.779104 | -88.19039 | 0 |
1,281,868 | 2020-06-15 18:58:13 | 3,581,130,339,108,561 | fraud_Powlowski-Weimann | food_dining | 61.53 | Gregory | Wood | M | 622 Robert Summit | Akron | OH | 44,307 | 41.0695 | -81.5488 | 272,134 | Call centre manager | 1964-03-15 | 0da7f107ce3923fe96cc9037730b6b72 | 1,371,322,693 | 40.779329 | -82.394033 | 0 |
1,281,869 | 2020-06-15 18:58:46 | 4,451,438,912,406,400 | fraud_Ziemann-Waters | health_fitness | 181.75 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | e6f47033a2207630a59ddb8088c67fb2 | 1,371,322,726 | 35.230078 | -94.626169 | 0 |
1,281,870 | 2020-06-15 18:59:02 | 4,449,530,933,957,323 | fraud_Feil-Morar | health_fitness | 36.5 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | f80d1858d5a811fbccd44fd1549d4781 | 1,371,322,742 | 37.529133 | -122.527067 | 0 |
1,281,871 | 2020-06-15 18:59:07 | 3,541,687,240,161,491 | fraud_Hackett Group | travel | 5.89 | Mark | Nguyen | M | 62631 Ashley Ramp Apt. 965 | Sea Island | GA | 31,561 | 31.1989 | -81.3322 | 298 | Engineer, structural | 1963-04-22 | 7f3e33a8beb23bec7cd7b28a4a160c1c | 1,371,322,747 | 31.615393 | -82.122134 | 0 |
1,281,872 | 2020-06-15 18:59:13 | 4,482,427,013,979,020 | fraud_Zboncak LLC | food_dining | 295.36 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | 83774987ae7eb1383c82094e8d1243ed | 1,371,322,753 | 38.313118 | -81.658394 | 0 |
1,281,873 | 2020-06-15 18:59:51 | 213,191,402,330,021 | fraud_Kihn, Brakus and Goyette | personal_care | 52.71 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | 74da788b211748fc452fc1a9d23cc927 | 1,371,322,791 | 43.171997 | -87.087495 | 0 |
1,281,874 | 2020-06-15 19:00:00 | 375,974,680,629,816 | fraud_Lubowitz, Terry and Stracke | personal_care | 104.28 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 138e19c1ebc5114a1ce6f0cc2ccfc1df | 1,371,322,800 | 41.128009 | -72.976043 | 0 |
1,281,875 | 2020-06-15 19:00:30 | 3,565,196,229,855,512 | fraud_Emmerich-Rau | personal_care | 3.12 | Adriana | Harvey | F | 715 Joy Prairie | Unionville | MO | 63,565 | 40.4815 | -92.9951 | 3,805 | Investment banker, corporate | 1950-09-15 | d5e4dcc4b89118d62c59be2a668818ba | 1,371,322,830 | 40.177446 | -92.51597 | 0 |
1,281,876 | 2020-06-15 19:01:38 | 372,520,049,757,633 | fraud_Schimmel-Olson | kids_pets | 40.69 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | b55dfe3393b05f17e03fa68e5254eb7a | 1,371,322,898 | 49.273468 | -92.335505 | 0 |
1,281,877 | 2020-06-15 19:01:44 | 30,273,037,698,427 | fraud_Daugherty-Thompson | food_dining | 8.33 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 381e46c23d749945a709ea721798528f | 1,371,322,904 | 36.005929 | -91.159052 | 0 |
1,281,878 | 2020-06-15 19:01:53 | 180,042,946,491,150 | fraud_Will Ltd | food_dining | 3.53 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | e6d28996554aa3104e7193ef0aaa2991 | 1,371,322,913 | 28.012889 | -82.146418 | 0 |
1,281,879 | 2020-06-15 19:02:12 | 2,274,911,989,136,158 | fraud_Wilkinson PLC | kids_pets | 28.08 | Robert | Velazquez | M | 3136 Silva Stream | Parker | CO | 80,138 | 39.5102 | -104.7216 | 84,861 | Materials engineer | 1932-03-10 | 15df9c30725a210b13efeec3837e71ee | 1,371,322,932 | 38.557309 | -103.967637 | 0 |
1,281,880 | 2020-06-15 19:02:27 | 6,011,109,736,646,996 | fraud_Fritsch and Sons | health_fitness | 107.59 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | c0f38f74f6b61537977e744dfbcf642d | 1,371,322,947 | 34.150876 | -77.719606 | 0 |
1,281,881 | 2020-06-15 19:02:55 | 4,005,676,619,255,478 | fraud_Harris Group | food_dining | 17.91 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 832f88d18699fcd0996a3fa3188490b1 | 1,371,322,975 | 29.7052 | -90.725175 | 0 |
1,281,882 | 2020-06-15 19:03:17 | 6,011,109,736,646,996 | fraud_Langworth LLC | personal_care | 12.73 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | d069e22dc1088817410da3d47ba54e87 | 1,371,322,997 | 33.670082 | -77.766024 | 0 |
1,281,883 | 2020-06-15 19:03:19 | 6,506,982,560,413,523 | fraud_Parker-Kunde | personal_care | 25.44 | Alice | Kemp | F | 057 Martinez Radial | Texarkana | AR | 71,854 | 33.431 | -93.8765 | 36,438 | Surgeon | 1985-04-15 | 167548197637b0ee76387e44918f0579 | 1,371,322,999 | 33.006864 | -94.682944 | 0 |
1,281,884 | 2020-06-15 19:03:38 | 4,358,137,750,029,945,000 | fraud_Grimes LLC | entertainment | 95.71 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | 96ec262d25918703f20d1a214c1d3bd7 | 1,371,323,018 | 42.986374 | -92.850701 | 0 |
1,281,885 | 2020-06-15 19:03:42 | 4,328,928,491,302,401 | fraud_Schmeler, Bashirian and Price | shopping_net | 17.05 | Margaret | Ray | F | 927 Cummings Manor Suite 318 | Greendale | WI | 53,129 | 42.9373 | -87.9943 | 13,973 | Logistics and distribution manager | 1981-05-06 | 952dbc6a7c4071b4c49cedd8a2d68f66 | 1,371,323,022 | 43.431132 | -87.578018 | 0 |
1,281,886 | 2020-06-15 19:03:49 | 345,933,964,507,467 | fraud_Ullrich Ltd | kids_pets | 10.24 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 6a85e01f06058f4c050bccf47adeedc0 | 1,371,323,029 | 39.316751 | -75.906741 | 0 |
1,281,887 | 2020-06-15 19:03:55 | 639,023,984,367 | fraud_Lemke-Gutmann | shopping_net | 6.23 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | e5e9ecab7c090ebb0a90a0188dba6803 | 1,371,323,035 | 44.605631 | -74.281773 | 0 |
1,281,888 | 2020-06-15 19:04:10 | 4,044,436,772,018,844,700 | fraud_Kris-Padberg | shopping_pos | 212.98 | Amy | Abbott | F | 01505 Amy Stravenue | Dayton | OH | 45,415 | 39.8355 | -84.2613 | 479,994 | Environmental manager | 1970-11-09 | bb65ee68fe905b6309ae5e79a840cf27 | 1,371,323,050 | 39.93624 | -84.602956 | 0 |
1,281,889 | 2020-06-15 19:04:31 | 60,416,207,185 | fraud_Kozey-Boehm | shopping_net | 5.99 | Mary | Diaz | F | 9886 Anita Drive | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Information systems manager | 1986-02-17 | 01a550f227fe73c9d6f25de2dfe91561 | 1,371,323,071 | 42.341631 | -107.942204 | 0 |
1,281,890 | 2020-06-15 19:05:15 | 4,716,561,796,955,522 | fraud_Bradtke, Torp and Bahringer | personal_care | 81.09 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 6e34cd03e9f0a73daaa6e81e5dfbbdb4 | 1,371,323,115 | 47.462754 | -113.656097 | 0 |
1,281,891 | 2020-06-15 19:06:04 | 4,681,699,462,969 | fraud_Beer-Jast | kids_pets | 165.47 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 067a0543b3aa5deb8218153dc31dee1b | 1,371,323,164 | 36.398837 | -87.072531 | 0 |
1,281,892 | 2020-06-15 19:06:46 | 3,525,668,150,756,629 | fraud_Kling, Howe and Schneider | home | 86.77 | Christopher | Choi | M | 04611 Sandra Spring Suite 059 | Rumely | MI | 49,826 | 46.3481 | -87.0436 | 137 | Film/video editor | 1990-08-13 | 2b9e74b11fb5b5c3c10c42ef7e6821ce | 1,371,323,206 | 46.480708 | -86.417099 | 0 |
1,281,893 | 2020-06-15 19:06:47 | 30,238,755,902,988 | fraud_Mante Group | misc_net | 8.4 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 862d34f09432d4238d2d32602b61f3fb | 1,371,323,207 | 29.852471 | -96.85506 | 0 |
1,281,894 | 2020-06-15 19:06:48 | 30,026,790,933,302 | fraud_Hickle Group | shopping_pos | 152.69 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | b4444ead6681f123f1022a4d21631f81 | 1,371,323,208 | 32.767506 | -90.268738 | 0 |
1,281,895 | 2020-06-15 19:07:10 | 4,755,696,071,492 | fraud_Abernathy and Sons | food_dining | 26.39 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 0fef4cf6d28ab909ad4c486d236c0530 | 1,371,323,230 | 32.958384 | -97.238598 | 0 |
1,281,896 | 2020-06-15 19:07:51 | 213,156,747,557,083 | fraud_Brown, Homenick and Lesch | health_fitness | 79.83 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 8d7055b6e1700933999b896df7bdb853 | 1,371,323,271 | 33.736977 | -117.381425 | 0 |
1,281,897 | 2020-06-15 19:08:18 | 3,545,109,339,866,548 | fraud_Predovic Inc | shopping_net | 8.82 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 5445b01e547a1f4c2f1ae90267939934 | 1,371,323,298 | 34.237187 | -89.728035 | 0 |
1,281,898 | 2020-06-15 19:08:39 | 180,036,456,789,979 | fraud_Crona and Sons | kids_pets | 11.26 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | a18b8ce712892f5f234019772f5b6260 | 1,371,323,319 | 43.511355 | -90.307777 | 0 |
1,281,899 | 2020-06-15 19:09:11 | 4,476,840,372,112 | fraud_Lind-Buckridge | entertainment | 1.02 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 8545e004d10134b8be2a762a5fb1b746 | 1,371,323,351 | 34.40032 | -87.166843 | 0 |
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