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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,270,000 | 2020-06-11 17:40:53 | 4,997,733,566,924,489 | fraud_Crooks and Sons | personal_care | 80.14 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 01e89093ca73ce203c65dd3b6733cf56 | 1,370,972,453 | 45.914306 | -92.473772 | 0 |
1,270,001 | 2020-06-11 17:42:30 | 213,186,334,552,049 | fraud_Wuckert, Wintheiser and Friesen | home | 8.51 | Andrea | Perkins | F | 37426 Olson Villages | Irvine | PA | 16,329 | 41.8117 | -79.2643 | 528 | Chief Marketing Officer | 1972-09-13 | 87dc7961efeff3ad111fc20cc94b0f98 | 1,370,972,550 | 41.840065 | -78.939412 | 0 |
1,270,002 | 2020-06-11 17:42:55 | 4,169,759,661,243,568 | fraud_White and Sons | home | 19.4 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | acd7454d7be5e1fb9ce3685f46ee947d | 1,370,972,575 | 40.654965 | -76.426474 | 0 |
1,270,003 | 2020-06-11 17:43:16 | 342,952,484,382,519 | fraud_Kertzmann LLC | health_fitness | 132.88 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 7126458b2477edc1ca2ab52731ce2cbc | 1,370,972,596 | 43.011846 | -73.480287 | 0 |
1,270,004 | 2020-06-11 17:43:19 | 343,472,729,187,663 | fraud_Schaefer, Fay and Hilll | entertainment | 8.7 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | fd00cbc98da4cea0eba29e27c8f328b6 | 1,370,972,599 | 42.836454 | -70.6028 | 0 |
1,270,005 | 2020-06-11 17:43:35 | 3,565,996,340,207,976 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 8.69 | Warren | Daniels | M | 23656 Harris Gardens Suite 698 | El Paso | TX | 79,906 | 31.8092 | -106.4247 | 749,635 | Market researcher | 1973-01-21 | 7a5430f03d3bb9c3af2929e12ecafe96 | 1,370,972,615 | 31.231764 | -107.405073 | 0 |
1,270,006 | 2020-06-11 17:44:03 | 2,283,743,876,903,625 | fraud_Crist, Jakubowski and Littel | home | 82.1 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | bc96af9144e7a0898af510c6d9e6906c | 1,370,972,643 | 34.483888 | -85.210999 | 0 |
1,270,007 | 2020-06-11 17:44:30 | 573,283,817,795 | fraud_Moore, Williamson and Emmerich | home | 113.72 | Amy | Flynn | F | 46095 Tara Fords | Jaffrey | NH | 3,452 | 42.8178 | -72.0275 | 5,457 | Surveyor, hydrographic | 1950-04-17 | 8749ea40d0f92e82095178ee78baf115 | 1,370,972,670 | 42.005282 | -71.569347 | 0 |
1,270,008 | 2020-06-11 17:44:46 | 4,623,560,839,669 | fraud_Thiel Ltd | travel | 3.16 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | afc74165acaaf7a8dbc2f0bc70b2bc23 | 1,370,972,686 | 42.259158 | -93.839968 | 0 |
1,270,009 | 2020-06-11 17:47:13 | 4,736,845,434,667,908,000 | fraud_Larkin, Stracke and Greenfelder | entertainment | 37.75 | Toni | Gomez | F | 062 Carl Dam | Altona | NY | 12,910 | 44.8816 | -73.6408 | 2,148 | Surveyor, land/geomatics | 1953-05-23 | 4e949e8c4a6de3e8f4db62b2cfcae8f2 | 1,370,972,833 | 44.31655 | -73.384893 | 0 |
1,270,010 | 2020-06-11 17:47:40 | 341,546,199,006,537 | fraud_Homenick LLC | personal_care | 71.97 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | b85c2ef3fe8e96ad59282e5c01b4dbd2 | 1,370,972,860 | 64.870756 | -166.188215 | 0 |
1,270,011 | 2020-06-11 17:47:51 | 4,018,105,808,392,773,600 | fraud_Mante, Luettgen and Hackett | health_fitness | 113.07 | 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 | c1ff9d05f3e2285ef775c6e80b161652 | 1,370,972,871 | 40.867556 | -74.385123 | 0 |
1,270,012 | 2020-06-11 17:48:19 | 342,952,484,382,519 | fraud_Bins-Howell | personal_care | 36.38 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 5c450a69a4dc4e3e5590df350f83e2ff | 1,370,972,899 | 41.549118 | -72.37126 | 0 |
1,270,013 | 2020-06-11 17:48:21 | 4,585,132,874,641 | fraud_Swift PLC | kids_pets | 31.89 | Karen | Gordon | F | 543 Ware Path Apt. 593 | Utica | MO | 64,686 | 39.7417 | -93.6289 | 271 | Land/geomatics surveyor | 1972-04-18 | 1f4a0b715bb95f0f7631088da9c4aa29 | 1,370,972,901 | 39.760967 | -94.110759 | 0 |
1,270,014 | 2020-06-11 17:48:33 | 375,974,680,629,816 | fraud_Pouros-Conroy | shopping_pos | 708.82 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 9c92c94983339bb0772a1c37c425b85c | 1,370,972,913 | 41.283719 | -72.590742 | 0 |
1,270,015 | 2020-06-11 17:48:39 | 4,358,137,750,029,945,000 | fraud_Ernser-Feest | home | 11.82 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | 2859f86331124e354bf8e0e0e80718ca | 1,370,972,919 | 43.506655 | -91.567208 | 0 |
1,270,016 | 2020-06-11 17:48:44 | 3,553,629,419,254,918 | fraud_Pouros-Haag | shopping_pos | 5 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 14f4234f0d7944a12b984ab0f7ea3531 | 1,370,972,924 | 47.898692 | -122.64018 | 0 |
1,270,017 | 2020-06-11 17:49:05 | 501,831,082,224 | fraud_Dare, Casper and Bartoletti | kids_pets | 43.31 | Corey | Jones | M | 709 George Underpass Apt. 080 | West Decatur | PA | 16,878 | 40.9493 | -78.3129 | 1,762 | Armed forces logistics/support/administrative officer | 1962-05-04 | 538fd842b1cb3da3603e2f9f24a6d877 | 1,370,972,945 | 41.233707 | -78.058967 | 0 |
1,270,018 | 2020-06-11 17:51:01 | 3,589,255,887,819,806 | fraud_Lubowitz, Terry and Stracke | personal_care | 45.82 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 442ab97ee06af65b9690f6bf5a7f8ec6 | 1,370,973,061 | 40.438691 | -79.006572 | 0 |
1,270,019 | 2020-06-11 17:51:10 | 30,103,132,002,433 | fraud_Rempel Inc | shopping_net | 7.17 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | bd1668f57d0951225a8b5f97ce454891 | 1,370,973,070 | 40.440947 | -78.168089 | 0 |
1,270,020 | 2020-06-11 17:51:16 | 3,559,160,581,764,413 | fraud_Konopelski, Schneider and Hartmann | food_dining | 61.03 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 52f0baa9b69127b68abf120dcea156af | 1,370,973,076 | 42.301789 | -77.764563 | 0 |
1,270,021 | 2020-06-11 17:51:42 | 2,348,245,054,386,329 | fraud_Schiller, Blanda and Johnson | home | 110.95 | Justin | Gay | M | 268 Hayes Rue Suite 811 | Harborcreek | PA | 16,421 | 42.1767 | -79.9416 | 2,518 | Event organiser | 1946-02-02 | c1f225dc42661fc10a04da39cc8e593f | 1,370,973,102 | 42.380825 | -80.355607 | 0 |
1,270,022 | 2020-06-11 17:52:12 | 30,234,966,027,947 | fraud_McCullough, Hudson and Schuster | food_dining | 9.89 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 938e4dc93fc0bf08aba9ad9704bcbe7d | 1,370,973,132 | 43.971079 | -88.978207 | 0 |
1,270,023 | 2020-06-11 17:52:29 | 30,199,621,383,748 | fraud_Pouros-Conroy | shopping_pos | 13.81 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | 571ec55a8048b1c3ab92262579cc6f97 | 1,370,973,149 | 33.449109 | -96.10701 | 0 |
1,270,024 | 2020-06-11 17:52:34 | 4,586,810,168,620,942 | fraud_Lebsack and Sons | misc_net | 104.09 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 6093be0b1a05aa2d33afcb942eb99c43 | 1,370,973,154 | 33.306095 | -80.227106 | 0 |
1,270,025 | 2020-06-11 17:53:24 | 3,583,635,130,604,947 | fraud_Stamm-Witting | shopping_net | 6.65 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 887f43ad48935e69f00599a257e65312 | 1,370,973,204 | 39.181501 | -74.926516 | 0 |
1,270,026 | 2020-06-11 17:54:11 | 30,290,551,782,700 | fraud_Labadie LLC | personal_care | 2.41 | John | Clarke | M | 27909 Peter Motorway | Cadiz | KY | 42,211 | 36.802 | -87.8286 | 13,422 | Commissioning editor | 1961-09-03 | 24027ccb16c27475255f4f745940a6cd | 1,370,973,251 | 36.693758 | -87.502371 | 0 |
1,270,027 | 2020-06-11 17:54:44 | 3,541,160,328,600,277 | fraud_Johns-Hoeger | entertainment | 68.91 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | ba639e9f6f471eb76204d1c4224d166c | 1,370,973,284 | 40.566013 | -89.764838 | 0 |
1,270,028 | 2020-06-11 17:54:56 | 4,063,094,974,360,571,400 | fraud_Schuppe-Schuppe | food_dining | 50.29 | Patricia | Mendoza | F | 1683 Davidson Freeway | Mendon | UT | 84,325 | 41.71 | -111.9817 | 2,078 | Scientist, audiological | 1963-06-13 | 21463c61829737bee46b8a0b254d637e | 1,370,973,296 | 41.647626 | -112.291895 | 0 |
1,270,029 | 2020-06-11 17:55:09 | 30,238,755,902,988 | fraud_Schoen Ltd | kids_pets | 63.54 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | a09fdaf6f069e08117cff6e736b9ca87 | 1,370,973,309 | 30.534175 | -97.621515 | 0 |
1,270,030 | 2020-06-11 17:55:27 | 180,031,190,491,743 | fraud_Stark-Batz | entertainment | 133.75 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | e33859a490e79013abb933b351e963a2 | 1,370,973,327 | 30.073227 | -87.386038 | 0 |
1,270,031 | 2020-06-11 17:56:41 | 3,521,417,320,836,166 | fraud_Hermann and Sons | shopping_pos | 8.1 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | ee8b54804d8ea217d10722f714270624 | 1,370,973,401 | 39.88869 | -85.683137 | 0 |
1,270,032 | 2020-06-11 17:58:29 | 5,559,857,416,065,248 | fraud_Waelchi-Wolf | kids_pets | 3.72 | Jack | Hill | M | 5916 Susan Bridge Apt. 939 | Grenada | CA | 96,038 | 41.6125 | -122.5258 | 589 | Systems analyst | 1945-12-21 | 5819a83b64010acc52e194c5b876c6c5 | 1,370,973,509 | 40.974291 | -122.801231 | 0 |
1,270,033 | 2020-06-11 17:59:52 | 6,011,348,830,550,197 | fraud_Little, Gutmann and Lynch | shopping_net | 9.72 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | a2ecccfd74bd8c503dc5d838f13d5ab7 | 1,370,973,592 | 33.524418 | -87.482169 | 0 |
1,270,034 | 2020-06-11 17:59:57 | 345,832,460,465,610 | fraud_Fahey Inc | kids_pets | 90.06 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | b95d05448587103fe6d3b99239863b0e | 1,370,973,597 | 37.934552 | -76.787256 | 0 |
1,270,035 | 2020-06-11 18:00:01 | 6,011,652,924,285,713 | fraud_Rau-Grant | kids_pets | 25.54 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 29dcccff84050803e2e2b3e0a826d10d | 1,370,973,601 | 39.074955 | -93.596917 | 0 |
1,270,036 | 2020-06-11 18:00:21 | 4,707,867,759,656,333 | fraud_Feil-Morar | health_fitness | 15.92 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | 1e52b411800df42ff89c8fa2f376fd7e | 1,370,973,621 | 36.093851 | -83.522845 | 0 |
1,270,037 | 2020-06-11 18:02:53 | 3,523,898,249,167,098 | fraud_Padberg-Sauer | home | 165.71 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | b937e4860f88becc8df046784cc26f61 | 1,370,973,773 | 41.406403 | -73.649057 | 0 |
1,270,038 | 2020-06-11 18:04:01 | 5,289,285,402,893,489 | fraud_Graham and Sons | health_fitness | 21.45 | Amanda | Adams | F | 08580 Jeremy Falls | Bay City | OR | 97,107 | 45.5197 | -123.8761 | 1,530 | Colour technologist | 1986-11-24 | 46f9476e93fda421002843067f3229be | 1,370,973,841 | 46.099279 | -124.190197 | 0 |
1,270,039 | 2020-06-11 18:04:12 | 30,074,693,890,476 | fraud_Connelly-Carter | home | 93.21 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | 73eed3bcd3e0ad0014afdc2e74da6371 | 1,370,973,852 | 37.287127 | -100.632392 | 0 |
1,270,040 | 2020-06-11 18:05:08 | 3,560,318,482,131,952 | fraud_Morissette LLC | entertainment | 65.76 | William | Skinner | M | 524 Wu Spurs Suite 894 | Mount Hope | AL | 35,651 | 34.4793 | -87.4769 | 1,312 | Librarian, academic | 1955-02-01 | e708f85372687e0006ae811342664b8c | 1,370,973,908 | 33.860147 | -86.642912 | 0 |
1,270,041 | 2020-06-11 18:05:15 | 6,011,934,240,159,560 | fraud_Bahringer, Bergnaum and Quitzon | home | 72.91 | Joshua | Cohen | M | 426 Mark Ports | Brooklin | ME | 4,616 | 44.2541 | -68.5565 | 824 | Loss adjuster, chartered | 1974-11-02 | 0eb5cd78543f222d8dc48b1abe7e6417 | 1,370,973,915 | 44.731847 | -67.74578 | 0 |
1,270,042 | 2020-06-11 18:05:34 | 4,045,036,286,570,100,700 | fraud_Hammes-Beatty | kids_pets | 42.24 | Bianca | Scott | F | 9588 Cox Rapid Apt. 257 | Atglen | PA | 19,310 | 39.9458 | -75.9703 | 3,066 | Product manager | 1928-07-15 | 4c88fae265a60daeac257bafbed7f891 | 1,370,973,934 | 39.92036 | -76.204272 | 0 |
1,270,043 | 2020-06-11 18:05:46 | 3,546,674,063,249,004 | fraud_Schimmel-Olson | kids_pets | 175.22 | Jordan | May | M | 1626 Susan Course | Aledo | TX | 76,008 | 32.7004 | -97.6039 | 13,602 | Optometrist | 1984-07-05 | 80b2e121ad8ea5dc7487f271ae61f634 | 1,370,973,946 | 33.123263 | -96.787929 | 0 |
1,270,044 | 2020-06-11 18:05:56 | 370,612,217,861,404 | fraud_Welch, Rath and Koepp | entertainment | 234.76 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | ce1f3ad95b5ddc6af1e7b4b1f31ccb25 | 1,370,973,956 | 39.292515 | -75.262408 | 0 |
1,270,045 | 2020-06-11 18:05:57 | 4,587,657,402,165,341,700 | fraud_Johns Inc | entertainment | 77.13 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 0bfb21b78342b6dc36e6f2ac8f334d84 | 1,370,973,957 | 41.354056 | -86.797249 | 0 |
1,270,046 | 2020-06-11 18:07:06 | 4,129,767,952,109,660 | fraud_Cormier LLC | shopping_net | 8.32 | Cheryl | Ballard | F | 248 James Squares Apt. 838 | Halstad | MN | 56,548 | 47.3551 | -96.798 | 771 | Scientist, audiological | 1972-06-14 | e913ab7f013262ec6aeac54f5e61c927 | 1,370,974,026 | 46.504889 | -96.172587 | 0 |
1,270,047 | 2020-06-11 18:09:01 | 4,601,636,330,889 | fraud_Jacobi Inc | health_fitness | 161.01 | Mark | Rivera | M | 383 Contreras Hills Suite 658 | Humble | TX | 77,338 | 30.0041 | -95.2825 | 194,500 | Tax adviser | 1990-12-18 | 39192d6d457d8b83a129f03285b7a76c | 1,370,974,141 | 29.901267 | -95.184254 | 0 |
1,270,048 | 2020-06-11 18:09:41 | 30,428,204,673,351 | fraud_Lind-Buckridge | entertainment | 61.85 | Greg | Villarreal | M | 2851 Foster Shoals | Schaefferstown | PA | 17,088 | 40.3087 | -76.2963 | 823 | Gaffer | 1982-07-02 | d12f90419f338399c26ea2050498c4e7 | 1,370,974,181 | 40.484266 | -76.536533 | 0 |
1,270,049 | 2020-06-11 18:10:17 | 4,904,681,492,230,012 | fraud_Cole, Hills and Jewess | home | 140.78 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 5d9a3682816c8692ac3b1d0554e36b17 | 1,370,974,217 | 42.614113 | -73.323178 | 0 |
1,270,050 | 2020-06-11 18:10:48 | 6,011,381,817,520,024 | fraud_Frami Group | entertainment | 175.66 | Kristen | Allen | F | 8619 Lisa Manors Apt. 871 | Lagrange | WY | 82,221 | 41.6423 | -104.1974 | 635 | Product/process development scientist | 1973-07-13 | b808a5a3f41109234d231736954edc1b | 1,370,974,248 | 41.24072 | -104.07632 | 0 |
1,270,051 | 2020-06-11 18:11:44 | 180,018,375,329,178 | fraud_Predovic Inc | shopping_net | 1.29 | Michelle | Woods | F | 952 Joseph Throughway | Munith | MI | 49,259 | 42.3703 | -84.2485 | 2,523 | Geophysicist/field seismologist | 1988-03-21 | 150db76377dabb8013272ac60b5ff2f2 | 1,370,974,304 | 43.342225 | -85.189178 | 0 |
1,270,052 | 2020-06-11 18:11:50 | 4,181,833,256,558,614,000 | fraud_Eichmann, Hayes and Treutel | travel | 6.24 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | b44a394bd56632c252955b917e9bff74 | 1,370,974,310 | 36.998771 | -105.817678 | 0 |
1,270,053 | 2020-06-11 18:12:18 | 4,996,263,498,048,679 | fraud_Daugherty LLC | kids_pets | 5.26 | Kendra | King | F | 154 Hernandez Keys | Smith River | CA | 95,567 | 41.9404 | -124.1587 | 1,930 | Web designer | 1983-06-13 | e35fa8dafe04cc7322dcde30f8c4a4cd | 1,370,974,338 | 41.699402 | -123.558994 | 0 |
1,270,054 | 2020-06-11 18:12:26 | 6,011,693,194,885,790 | fraud_Schiller Ltd | personal_care | 5.77 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 889eebff0dd9ca0ae4d8823994ec26b9 | 1,370,974,346 | 46.57943 | -92.664636 | 0 |
1,270,055 | 2020-06-11 18:12:49 | 630,424,987,505 | fraud_McCullough, Hudson and Schuster | food_dining | 156.28 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 9907fe0616cd1400c48647756e89060a | 1,370,974,369 | 38.903474 | -80.204007 | 0 |
1,270,056 | 2020-06-11 18:13:14 | 4,716,561,796,955,522 | fraud_Botsford and Sons | home | 58.65 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 2962b01e112dece6aee29ffb981bc2e0 | 1,370,974,394 | 47.822589 | -113.234081 | 0 |
1,270,057 | 2020-06-11 18:13:52 | 3,583,635,130,604,947 | fraud_Schimmel-Olson | kids_pets | 18.25 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 443fad411911a3f69fd0112e10ae09fc | 1,370,974,432 | 40.596084 | -74.14789 | 0 |
1,270,058 | 2020-06-11 18:13:56 | 30,143,535,920,989 | fraud_Dibbert and Sons | entertainment | 5.34 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 8de5be4836aa8a39ec2d8391a66f347b | 1,370,974,436 | 40.008147 | -76.334044 | 0 |
1,270,059 | 2020-06-11 18:14:06 | 4,292,743,669,224,718,000 | fraud_Torphy-Goyette | shopping_pos | 8.33 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | bbc824423010956cb89a3898182a1d99 | 1,370,974,446 | 39.01487 | -76.887561 | 0 |
1,270,060 | 2020-06-11 18:14:29 | 639,023,984,367 | fraud_Little-Gleichner | travel | 10,881.08 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | b83ab10106c55573db22f24f11386954 | 1,370,974,469 | 45.30025 | -75.881408 | 0 |
1,270,061 | 2020-06-11 18:16:03 | 630,425,673,344 | fraud_Windler, Goodwin and Kovacek | home | 119.82 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | c12732dd4cc125c6bcd7251a0392a0b3 | 1,370,974,563 | 39.247785 | -79.842326 | 0 |
1,270,062 | 2020-06-11 18:17:04 | 4,646,845,581,490,336,000 | fraud_Roberts, Ryan and Smith | personal_care | 107.65 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | a83f679962d02c9d9ec3e24671203649 | 1,370,974,624 | 41.347594 | -72.937143 | 0 |
1,270,063 | 2020-06-11 18:17:44 | 4,640,395,708,703 | fraud_Lynch-Wisozk | home | 49.51 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | d0cdca2d9d43dcb818515155f2bbeff1 | 1,370,974,664 | 29.817683 | -90.899678 | 0 |
1,270,064 | 2020-06-11 18:18:26 | 2,242,542,703,101,233 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 210.45 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 9050fdb8ba902f7c95e3387b77ecacdb | 1,370,974,706 | 38.906574 | -85.420052 | 0 |
1,270,065 | 2020-06-11 18:19:11 | 3,518,234,918,950,662 | fraud_Brown-Greenholt | entertainment | 103.52 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 41861c23633338ec6833ce7c6e55d030 | 1,370,974,751 | 34.577255 | -96.534041 | 0 |
1,270,066 | 2020-06-11 18:20:17 | 571,844,099,986 | fraud_Windler, Goodwin and Kovacek | home | 10.36 | Susan | Mills | F | 005 Cody Estates | Louisville | KY | 40,202 | 38.2507 | -85.7476 | 736,284 | Engineering geologist | 1952-04-02 | c6ba614ea3beec3bdafa1d8b7b59008b | 1,370,974,817 | 37.27916 | -84.763571 | 0 |
1,270,067 | 2020-06-11 18:21:41 | 4,328,928,491,302,401 | fraud_Kuhn LLC | shopping_pos | 1.63 | 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 | eb7b4b2205bd229be0b15cfdb9114b64 | 1,370,974,901 | 42.613914 | -88.034494 | 0 |
1,270,068 | 2020-06-11 18:21:58 | 6,011,504,998,544,485 | fraud_Dietrich-Fadel | health_fitness | 5.15 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 807d1fad94ca21c47c7492929fd6d1d7 | 1,370,974,918 | 33.294073 | -86.250896 | 0 |
1,270,069 | 2020-06-11 18:22:00 | 3,540,210,836,308,425 | fraud_Spencer PLC | entertainment | 65.24 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | d30696133622702553086b45783940ad | 1,370,974,920 | 34.626976 | -102.071912 | 0 |
1,270,070 | 2020-06-11 18:22:09 | 4,328,928,491,302,401 | fraud_Schoen-Quigley | kids_pets | 93.51 | 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 | 57d7eb3467c24600a5279d9721cc5c80 | 1,370,974,929 | 43.442674 | -87.776734 | 0 |
1,270,071 | 2020-06-11 18:23:58 | 2,235,613,922,823,698 | fraud_Williamson LLC | misc_pos | 6.88 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | a7cd3870938d73a75298d32a84d9550c | 1,370,975,038 | 43.196287 | -104.468156 | 0 |
1,270,072 | 2020-06-11 18:24:06 | 3,541,160,328,600,277 | fraud_Larkin, Stracke and Greenfelder | entertainment | 105.4 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | b316e17247e902aac04e2ee511c12dc2 | 1,370,975,046 | 38.786099 | -90.622979 | 0 |
1,270,073 | 2020-06-11 18:25:01 | 4,116,554,952,971,686 | fraud_Osinski Inc | personal_care | 181.78 | Bridget | Bowen | F | 49120 Regina Island Apt. 170 | Port Saint Lucie | FL | 34,953 | 27.2625 | -80.3793 | 181,438 | Primary school teacher | 1934-03-19 | aee3cee8f61ede563bc54c8c198cea8a | 1,370,975,101 | 27.233238 | -81.200728 | 0 |
1,270,074 | 2020-06-11 18:26:49 | 676,195,318,214 | fraud_Hickle Group | shopping_pos | 7.15 | Brandy | Quinn | F | 9734 Beard Fields Suite 885 | Altair | TX | 77,412 | 29.6047 | -96.5249 | 106 | Editor, film/video | 1983-07-24 | f3d8282fd6187dacf6588b4d91248274 | 1,370,975,209 | 29.070008 | -96.732627 | 0 |
1,270,075 | 2020-06-11 18:28:46 | 6,011,893,664,860,915 | fraud_Berge-Ullrich | home | 31.41 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | f9a4cde248f768091e0b7d73ca4b9624 | 1,370,975,326 | 38.928992 | -105.039481 | 0 |
1,270,076 | 2020-06-11 18:29:03 | 2,264,937,662,466,770 | fraud_Lang, Towne and Schuppe | kids_pets | 6.23 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 81c21681b961993f42a5dd9d05333dd6 | 1,370,975,343 | 29.279102 | -98.006995 | 0 |
1,270,077 | 2020-06-11 18:29:04 | 3,597,980,945,245,815 | fraud_Crist, Jakubowski and Littel | home | 64.05 | Mark | Allen | M | 25360 Mcgee Forge | De Queen | AR | 71,832 | 34.0442 | -94.3386 | 11,253 | Scientist, biomedical | 1957-04-25 | 3006a59c59f32859d32441f0e09ebeb5 | 1,370,975,344 | 34.082421 | -94.980014 | 0 |
1,270,078 | 2020-06-11 18:29:05 | 30,230,540,139,182 | fraud_Streich, Rolfson and Wilderman | kids_pets | 46.45 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | 2f629682fbaaa59ce6ff68017b74b09b | 1,370,975,345 | 41.500716 | -75.918879 | 0 |
1,270,079 | 2020-06-11 18:29:34 | 30,082,025,922,891 | fraud_Kirlin and Sons | personal_care | 16.22 | Kathleen | Thompson | F | 199 Patterson Fords Apt. 132 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Pilot, airline | 1934-06-23 | 3ea53f14673b39762833b4c54649535d | 1,370,975,374 | 25.51036 | -81.352816 | 0 |
1,270,080 | 2020-06-11 18:29:39 | 213,173,753,804,333 | fraud_Feil, Hilpert and Koss | food_dining | 19.61 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | 2433f61885f5b271133ed3adcabd74d1 | 1,370,975,379 | 40.984799 | -85.875765 | 0 |
1,270,081 | 2020-06-11 18:30:58 | 4,497,913,965,512,794,000 | fraud_Haag-Blanda | food_dining | 95.59 | Scott | Edwards | M | 838 Amy Street Suite 107 | Pembroke | NC | 28,372 | 34.6902 | -79.1834 | 14,783 | Hospital doctor | 1955-11-07 | 23bc86bfa920e5582af76573d7d7a039 | 1,370,975,458 | 33.728209 | -78.347959 | 0 |
1,270,082 | 2020-06-11 18:31:06 | 2,712,209,726,293,386 | fraud_Ankunding LLC | shopping_net | 1.43 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | b15944a72a27b6f134ef8ac196504724 | 1,370,975,466 | 30.038751 | -91.197127 | 0 |
1,270,083 | 2020-06-11 18:31:35 | 2,706,977,570,537,524 | fraud_Monahan-Morar | personal_care | 85.43 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 7cf62346088d7c42bbd47ded8cd49bf6 | 1,370,975,495 | 38.493985 | -82.556043 | 0 |
1,270,084 | 2020-06-11 18:32:19 | 4,301,028,321,766,222,300 | fraud_Hagenes, Kohler and Hoppe | food_dining | 61.67 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | 37623c58e71753eee40cdaad964d0915 | 1,370,975,539 | 41.42359 | -80.650363 | 0 |
1,270,085 | 2020-06-11 18:32:37 | 3,556,613,125,071,656 | fraud_Bruen-Yost | misc_pos | 3.12 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 8ed57a1248bad0b324a462039decc731 | 1,370,975,557 | 29.056021 | -94.892521 | 0 |
1,270,086 | 2020-06-11 18:33:09 | 2,233,882,705,243,596 | fraud_Zboncak Ltd | food_dining | 166.38 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | 2b35d6117991961913dc55ccb5e698f7 | 1,370,975,589 | 32.461741 | -88.653539 | 0 |
1,270,087 | 2020-06-11 18:33:21 | 4,906,628,655,840,914,000 | fraud_Terry, Johns and Bins | misc_pos | 14.43 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | 2d215cd1c416882ca93edc67fb96287c | 1,370,975,601 | 23.86755 | -82.312863 | 0 |
1,270,088 | 2020-06-11 18:33:23 | 4,715,741,951,931,169,000 | fraud_Gerhold LLC | home | 93.53 | Robert | Drake | M | 463 Willie Estates | Burbank | OK | 74,633 | 36.6966 | -96.7869 | 471 | Sub | 1941-03-30 | 113b5870dd63d2f35737c8e77d413aaf | 1,370,975,603 | 35.839133 | -97.406128 | 0 |
1,270,089 | 2020-06-11 18:34:46 | 6,011,348,830,550,197 | fraud_Friesen Ltd | health_fitness | 134.77 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 9f4829d8bf4482844545261596c10f9d | 1,370,975,686 | 34.43417 | -86.776746 | 0 |
1,270,090 | 2020-06-11 18:35:47 | 4,358,137,750,029,945,000 | fraud_Kuphal-Toy | food_dining | 178.94 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | aae4e3a466f51099a3eef209474bda32 | 1,370,975,747 | 43.322174 | -91.901324 | 0 |
1,270,091 | 2020-06-11 18:36:00 | 345,832,460,465,610 | fraud_Osinski Inc | personal_care | 369.75 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | e3cd31882cf762fd5ade3769b74390b5 | 1,370,975,760 | 38.416459 | -78.209452 | 0 |
1,270,092 | 2020-06-11 18:36:44 | 4,451,952,084,362,894 | fraud_Hermiston, Pacocha and Smith | health_fitness | 77.58 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 102979f2286f95a7dd261662bed01f02 | 1,370,975,804 | 34.085061 | -102.279816 | 0 |
1,270,093 | 2020-06-11 18:37:28 | 375,082,648,741,747 | fraud_Reichert-Weissnat | travel | 1.94 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 270171f00a5e3b527e20846cb30d0e89 | 1,370,975,848 | 46.424241 | -96.832282 | 0 |
1,270,094 | 2020-06-11 18:37:42 | 4,561,546,772,499 | fraud_Hoppe-Parisian | kids_pets | 88.61 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 71fbb5afb27bbba989f21bc8580daffb | 1,370,975,862 | 35.650771 | -106.488348 | 0 |
1,270,095 | 2020-06-11 18:37:53 | 4,457,732,997,086,323,700 | fraud_Wilkinson PLC | kids_pets | 41.22 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | 36084b20be16734468160928ea87c0d9 | 1,370,975,873 | 38.166709 | -121.390901 | 0 |
1,270,096 | 2020-06-11 18:39:23 | 4,797,297,220,948,469,000 | fraud_Hammes-Beatty | kids_pets | 58.18 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 3c18f73dc4685b78a93d8eca54458354 | 1,370,975,963 | 38.689168 | -86.40112 | 0 |
1,270,097 | 2020-06-11 18:39:36 | 30,266,994,494,236 | fraud_Herman Inc | misc_pos | 4.66 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | 0747307fc6ec26d43a1d58e1aac990c3 | 1,370,975,976 | 36.509371 | -77.258599 | 0 |
1,270,098 | 2020-06-11 18:41:51 | 373,043,435,942,726 | fraud_Wuckert, Wintheiser and Friesen | home | 72.75 | Vincent | Richards | M | 2064 Tyler Fork | Beasley | TX | 77,417 | 29.479 | -95.9681 | 2,457 | Trading standards officer | 1981-03-04 | 52f21cb1d0f65e1bd5f54a02e6c534f6 | 1,370,976,111 | 28.515163 | -96.874815 | 0 |
1,270,099 | 2020-06-11 18:42:32 | 4,147,608,975,828,480 | fraud_Dickinson Ltd | personal_care | 141.17 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | 618ed0806acf42b0bc94825ae60f0d84 | 1,370,976,152 | 44.942984 | -95.42452 | 0 |
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