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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8,900 | 2020-06-23 18:24:38 | 3,521,815,216,091,574 | fraud_Reilly and Sons | health_fitness | 76.15 | Wayne | Marsh | M | 172 Leonard Island | Dumont | CO | 80,436 | 39.7532 | -105.6356 | 565 | Mental health nurse | 1978-08-27 | da9299ea24af0ddf62d9c0cbcc308fd9 | 1,372,011,878 | 39.18734 | -106.066446 | 0 |
8,901 | 2020-06-23 18:24:50 | 376,445,266,762,684 | fraud_Bahringer-Streich | food_dining | 204.6 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | e92287faca5631a2adfc9ba796c7b97c | 1,372,011,890 | 41.431199 | -100.337028 | 0 |
8,902 | 2020-06-23 18:24:53 | 502,012,776,709 | fraud_Schroeder, Hauck and Treutel | entertainment | 53.3 | Sherry | Martinez | F | 144 Yu Locks Apt. 754 | Garrattsville | NY | 13,342 | 42.6315 | -75.1866 | 165 | Naval architect | 1945-09-20 | 2b324594cc9bdddd03f276b540a2f7b7 | 1,372,011,893 | 43.171811 | -74.730301 | 0 |
8,903 | 2020-06-23 18:25:20 | 3,521,417,320,836,166 | fraud_Windler LLC | kids_pets | 27.68 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 6a0fb105c894c4ba9f7b6280672cdd98 | 1,372,011,920 | 40.070823 | -86.420915 | 0 |
8,904 | 2020-06-23 18:25:22 | 2,242,542,703,101,233 | fraud_Kemmer-Buckridge | misc_pos | 192.88 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 532c0422cbe8b7fb3ed04ddd68fba90d | 1,372,011,922 | 37.64443 | -85.300428 | 0 |
8,905 | 2020-06-23 18:25:28 | 4,769,426,683,924,059,000 | fraud_Hamill-D'Amore | health_fitness | 2.92 | Andrea | Cruz | F | 26572 Hodge Villages Suite 512 | Mifflin | PA | 17,058 | 40.5553 | -77.4001 | 1,909 | Mining engineer | 1954-08-22 | 5d79f98fbddb5547b880200ee2a5960f | 1,372,011,928 | 41.115411 | -76.44166 | 0 |
8,906 | 2020-06-23 18:26:02 | 377,113,842,678,100 | fraud_Kilback and Sons | entertainment | 19.51 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 412dc94902ee4d9d7c27a21ea7fa6f44 | 1,372,011,962 | 40.024162 | -76.067844 | 0 |
8,907 | 2020-06-23 18:26:20 | 30,074,693,890,476 | fraud_Beier and Sons | home | 45.53 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | a8a8056f09fda578e49ff5b76d4fc0ca | 1,372,011,980 | 38.286351 | -100.551322 | 0 |
8,908 | 2020-06-23 18:26:37 | 30,150,717,898,388 | fraud_Botsford and Sons | home | 82.08 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | 111fac5edd035359a0c6d6e5bfb688d6 | 1,372,011,997 | 35.432424 | -85.480195 | 0 |
8,909 | 2020-06-23 18:26:48 | 4,822,367,783,500,458 | fraud_Turner and Sons | shopping_pos | 9.55 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | 4bdfd7fb118bb6d214459531d4d303ab | 1,372,012,008 | 27.541924 | -81.320071 | 0 |
8,910 | 2020-06-23 18:27:06 | 676,248,282,243 | fraud_Lowe, Dietrich and Erdman | kids_pets | 88.95 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | 89bb1d0ab72f8ebd5015fe8320509829 | 1,372,012,026 | 27.393865 | -82.230522 | 0 |
8,911 | 2020-06-23 18:27:38 | 372,520,049,757,633 | fraud_Hauck, Dietrich and Funk | kids_pets | 4.57 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 00fd638423503a8c2228bcbc4ff46302 | 1,372,012,058 | 48.323163 | -92.816921 | 0 |
8,912 | 2020-06-23 18:27:49 | 213,186,334,552,049 | fraud_Goyette-Herzog | travel | 1.27 | Andrea | Perkins | F | 37426 Olson Villages | Irvine | PA | 16,329 | 41.8117 | -79.2643 | 528 | Chief Marketing Officer | 1972-09-13 | c6dfa83ef65becf35712d4464e3c37c3 | 1,372,012,069 | 42.666038 | -80.214803 | 0 |
8,913 | 2020-06-23 18:28:17 | 4,561,892,980,175 | fraud_Schmidt-Larkin | home | 24.2 | Jacqueline | Allen | F | 166 Lisa Fords | Greenwood | IN | 46,143 | 39.596 | -86.1309 | 78,968 | Financial adviser | 1968-02-10 | d305659087fe5943d946ad052c1fe8bd | 1,372,012,097 | 40.475669 | -86.470108 | 0 |
8,914 | 2020-06-23 18:28:28 | 30,266,994,494,236 | fraud_Goyette-Gerhold | kids_pets | 11.67 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | a930207bedfbbbb2652cf8fc4f337f67 | 1,372,012,108 | 36.788236 | -76.973558 | 0 |
8,915 | 2020-06-23 18:29:18 | 4,452,366,298,769,043 | fraud_Schaefer, Fay and Hilll | entertainment | 67.75 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | 768054d6957eba0f19037f7d3acb474c | 1,372,012,158 | 31.108285 | -96.811483 | 0 |
8,916 | 2020-06-23 18:29:24 | 6,011,109,736,646,996 | fraud_Kassulke PLC | shopping_net | 10.1 | 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 | a74976193b3a5daa163326ef1a03efb1 | 1,372,012,164 | 33.880278 | -77.191208 | 0 |
8,917 | 2020-06-23 18:29:37 | 3,573,386,445,588,324 | fraud_Friesen Ltd | health_fitness | 30.33 | Stephanie | Murphy | F | 526 Stacy Walks | Barnard | SD | 57,426 | 45.7205 | -98.5534 | 63 | Systems developer | 1969-10-30 | a7eacb063da5c169a979d02c3eb824f7 | 1,372,012,177 | 45.926417 | -98.749208 | 0 |
8,918 | 2020-06-23 18:29:47 | 4,836,998,673,805,450 | fraud_Leannon-Nikolaus | travel | 5.82 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | c1f26156df76a2d9986de0540c220cd8 | 1,372,012,187 | 46.636446 | -85.721324 | 0 |
8,919 | 2020-06-23 18:29:48 | 4,292,743,669,224,718,000 | fraud_Hauck, Dietrich and Funk | kids_pets | 53.44 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | b33b2543cb75ffbe4706ae03e62e5966 | 1,372,012,188 | 38.798931 | -77.443947 | 0 |
8,920 | 2020-06-23 18:30:33 | 4,742,883,543,039,288,000 | fraud_Waelchi Inc | kids_pets | 53.92 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | c681f17154d3a26cecdc89b3cde5835a | 1,372,012,233 | 20.90863 | -154.38038 | 0 |
8,921 | 2020-06-23 18:30:47 | 2,720,433,095,629,877 | fraud_Weimann-Lockman | kids_pets | 29.29 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | c1a440933c365697c77472ac11a871d2 | 1,372,012,247 | 44.586148 | -70.878683 | 0 |
8,922 | 2020-06-23 18:31:30 | 5,580,563,567,307,107 | fraud_Fritsch and Sons | health_fitness | 75.8 | Stanley | Dickson | M | 078 Alex Fields | Smock | PA | 15,480 | 39.9961 | -79.7678 | 1,946 | Charity fundraiser | 1990-06-21 | ffef1bb8c6f880e774b4026f524fd607 | 1,372,012,290 | 39.651683 | -79.752961 | 0 |
8,923 | 2020-06-23 18:31:39 | 30,408,301,059,761 | fraud_Hilpert-Conroy | kids_pets | 120.06 | Brandon | Pittman | M | 2881 Frey Village | Cross | SC | 29,436 | 33.3364 | -80.1859 | 4,471 | Occupational hygienist | 1973-10-09 | 200095947513ea3f64e1ddc6047c1ee6 | 1,372,012,299 | 33.831699 | -79.406341 | 0 |
8,924 | 2020-06-23 18:31:51 | 3,518,669,219,150,142 | fraud_Bins-Tillman | entertainment | 105.46 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | 7fa5e604fe95fcdb8a251af8d6bf2f1f | 1,372,012,311 | 38.980443 | -85.074742 | 0 |
8,925 | 2020-06-23 18:32:12 | 6,011,360,759,745,864 | fraud_Schoen-Quigley | kids_pets | 82.6 | Steven | Williams | M | 231 Flores Pass Suite 720 | Edinburg | VA | 22,824 | 38.8432 | -78.6003 | 6,018 | Designer, multimedia | 1947-08-21 | f7da99d4348f4ac5cf061f043eb31075 | 1,372,012,332 | 37.965482 | -77.812224 | 0 |
8,926 | 2020-06-23 18:32:19 | 38,588,538,868,506 | fraud_Bruen-Yost | misc_pos | 2.17 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | d8b532a7448709007ee002c6c7c25a04 | 1,372,012,339 | 30.29857 | -102.871301 | 0 |
8,927 | 2020-06-23 18:32:19 | 3,587,960,728,692,500 | fraud_Greenholt, O'Hara and Balistreri | shopping_net | 6.05 | 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 | d32515a4006b5893fb04572ecbe6aea2 | 1,372,012,339 | 42.070381 | -96.125727 | 0 |
8,928 | 2020-06-23 18:32:43 | 6,011,367,958,204,270 | fraud_Champlin-Casper | home | 49.79 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 2c76d253aa4f7a3358e1cba482fd35dd | 1,372,012,363 | 40.58522 | -81.574329 | 0 |
8,929 | 2020-06-23 18:33:10 | 630,441,765,090 | fraud_Bernhard-Lesch | food_dining | 282.73 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | 42fa9297e2fa9dceaa7c69986654bdd0 | 1,372,012,390 | 31.008053 | -98.283259 | 0 |
8,930 | 2020-06-23 18:33:19 | 2,713,913,904,780,408 | fraud_Hirthe-Beier | health_fitness | 27.47 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | f29f2d6d975004a97f87122bc6d4a9df | 1,372,012,399 | 32.584116 | -91.170474 | 0 |
8,931 | 2020-06-23 18:33:27 | 6,011,893,664,860,915 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 8.37 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | cee01ce7cfb54f69a750c1da24f98bc8 | 1,372,012,407 | 39.336101 | -105.472498 | 0 |
8,932 | 2020-06-23 18:33:43 | 3,583,793,405,872,580 | fraud_Heaney-Marquardt | entertainment | 64.1 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | bc977a65bf7aaf418b456e6fb0ef6fa5 | 1,372,012,423 | 35.02253 | -98.353664 | 0 |
8,933 | 2020-06-23 18:33:46 | 4,800,395,067,176,717 | fraud_Kulas Group | health_fitness | 4.83 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | 55e2ceb7e6aa0ec24f12bf5faca6f078 | 1,372,012,426 | 40.741219 | -96.091949 | 0 |
8,934 | 2020-06-23 18:33:56 | 6,011,975,266,774,121 | fraud_Hermiston, Pacocha and Smith | health_fitness | 83.85 | Haley | Wagner | F | 05561 Farrell Crescent | Annapolis | MD | 21,405 | 39.0305 | -76.5515 | 92,106 | Accountant, chartered certified | 1943-05-28 | 8b69a079a6fbe94a21483f2bea034e9c | 1,372,012,436 | 39.824813 | -77.516839 | 0 |
8,935 | 2020-06-23 18:34:05 | 370,818,583,810,103 | fraud_Watsica, Haag and Considine | shopping_pos | 6.93 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | e3a315c1f72e4ff5b1ad786b26668bc4 | 1,372,012,445 | 40.223422 | -79.054266 | 0 |
8,936 | 2020-06-23 18:34:35 | 676,173,792,455 | fraud_Gutmann, McLaughlin and Wiza | home | 36.22 | Brittany | Cox | F | 07177 William Dale Apt. 547 | Santa Monica | CA | 90,403 | 34.0287 | -118.4924 | 92,043 | Civil engineer, contracting | 1961-04-25 | de958ad8408065ebd8c858d1d4b1c8f7 | 1,372,012,475 | 34.187137 | -117.592106 | 0 |
8,937 | 2020-06-23 18:34:49 | 3,573,386,445,588,324 | fraud_Schuppe-Schuppe | food_dining | 24.91 | Stephanie | Murphy | F | 526 Stacy Walks | Barnard | SD | 57,426 | 45.7205 | -98.5534 | 63 | Systems developer | 1969-10-30 | 4ce8ff7b05f0e571416294c991bd3376 | 1,372,012,489 | 45.905698 | -99.295783 | 0 |
8,938 | 2020-06-23 18:34:51 | 5,410,056,176,712,193 | fraud_Bogisich-Weimann | kids_pets | 23.51 | Jeffrey | Krause | M | 4742 Alexandria Mountain | New Franken | WI | 54,229 | 44.5592 | -87.8235 | 4,306 | Art therapist | 1989-10-19 | dc6ec74dec3194c2070931ab39745673 | 1,372,012,491 | 44.460843 | -87.701839 | 0 |
8,939 | 2020-06-23 18:35:00 | 3,557,442,674,264,531 | fraud_Swift PLC | kids_pets | 18.49 | Angela | Edwards | F | 486 Wilkins Pines | Lithopolis | OH | 43,136 | 39.8013 | -82.8125 | 460 | Lecturer, higher education | 2004-06-19 | 8c2fc955ee415b582b61e858aaf7d257 | 1,372,012,500 | 40.763421 | -82.651363 | 0 |
8,940 | 2020-06-23 18:35:38 | 3,592,931,352,252,641 | fraud_O'Connell-Ullrich | home | 194.17 | Dylan | Garcia | M | 923 Jordan Road | Afton | MN | 55,001 | 44.8696 | -92.8234 | 2,916 | Barrister's clerk | 1935-06-29 | 3e288876a9653b627c4b70283696a177 | 1,372,012,538 | 44.934467 | -91.841408 | 0 |
8,941 | 2020-06-23 18:35:39 | 6,011,679,934,075,347 | fraud_Bernhard, Grant and Langworth | shopping_pos | 2.66 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | 796df2762f17f89c56e83ccc0a005028 | 1,372,012,539 | 40.372636 | -105.128562 | 0 |
8,942 | 2020-06-23 18:35:46 | 213,161,293,389,774 | fraud_Crist, Jakubowski and Littel | home | 9.25 | Catherine | Weber | F | 74890 Rodriguez Springs Apt. 540 | West Henrietta | NY | 14,586 | 43.0397 | -77.6871 | 10,256 | Teacher, primary school | 1968-06-24 | 0a2ee6c2a4949b72476e4f04bd337338 | 1,372,012,546 | 42.287686 | -77.503497 | 0 |
8,943 | 2020-06-23 18:36:08 | 30,238,755,902,988 | fraud_Kilback and Sons | entertainment | 12.6 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | c91ec7807deb9bed99d3ec97bc2658fe | 1,372,012,568 | 30.696227 | -97.923564 | 0 |
8,944 | 2020-06-23 18:36:41 | 4,186,530,744,674 | fraud_Wuckert-Goldner | home | 65.94 | Casey | Howell | F | 374 Christopher Ramp Suite 855 | Blackville | SC | 29,817 | 33.3645 | -81.2718 | 4,913 | Technical brewer | 1966-11-10 | 39ed91456840c83a8a2afbec23a4cd36 | 1,372,012,601 | 32.564363 | -80.277632 | 0 |
8,945 | 2020-06-23 18:36:44 | 3,585,740,823,295,298 | fraud_Torp, Muller and Borer | health_fitness | 7.03 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 304d2ca6b1a8c4e59eef632cb6525fd1 | 1,372,012,604 | 33.75055 | -100.315739 | 0 |
8,946 | 2020-06-23 18:36:50 | 341,546,199,006,537 | fraud_Veum-Koelpin | travel | 3.78 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 0ce4704442bea486273fc0130411351f | 1,372,012,610 | 64.79541 | -164.743939 | 0 |
8,947 | 2020-06-23 18:36:58 | 4,587,577,161,160,601 | fraud_Metz-Boehm | shopping_pos | 1,026.82 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 8162f6539b2ba27bc84f273537141d1e | 1,372,012,618 | 43.674755 | -69.26979 | 0 |
8,948 | 2020-06-23 18:37:12 | 3,565,996,340,207,976 | fraud_Towne, Greenholt and Koepp | shopping_net | 6.19 | Warren | Daniels | M | 23656 Harris Gardens Suite 698 | El Paso | TX | 79,906 | 31.8092 | -106.4247 | 749,635 | Market researcher | 1973-01-21 | 87fbfe68bbbe01e449fe3f0f3e6e0b0e | 1,372,012,632 | 31.013209 | -106.140745 | 0 |
8,949 | 2020-06-23 18:37:37 | 6,538,441,737,335,434 | fraud_Botsford and Sons | home | 10.42 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 069448722bf871df36d1746a4d0c2702 | 1,372,012,657 | 40.750287 | -80.57754 | 0 |
8,950 | 2020-06-23 18:37:51 | 4,364,010,865,167,176 | fraud_Price Inc | shopping_net | 1.8 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 873889338af56579399bf4a6e29d6b64 | 1,372,012,671 | 39.096837 | -120.417221 | 0 |
8,951 | 2020-06-23 18:38:25 | 376,445,266,762,684 | fraud_Abbott-Steuber | personal_care | 138.61 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | e0ce5c83df604bf99d7851c379dae2f4 | 1,372,012,705 | 40.530642 | -102.006664 | 0 |
8,952 | 2020-06-23 18:38:43 | 3,512,365,128,314,616 | fraud_Quitzon-Goyette | home | 30.23 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | cad4b100f10df80e2faa65124698ef2e | 1,372,012,723 | 37.785936 | -90.550238 | 0 |
8,953 | 2020-06-23 18:38:49 | 4,476,840,372,112 | fraud_Haley, Batz and Auer | health_fitness | 17.04 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 4e7a8fbf7fe9ac3be2317a5e65947cbb | 1,372,012,729 | 35.489521 | -85.279534 | 0 |
8,954 | 2020-06-23 18:38:50 | 30,131,826,429,364 | fraud_Welch, Rath and Koepp | entertainment | 44.26 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 1a5d54e88852c811a4a8d0c63350c3a7 | 1,372,012,730 | 36.322646 | -83.575705 | 0 |
8,955 | 2020-06-23 18:39:25 | 4,364,010,865,167,176 | fraud_Streich Ltd | home | 5.2 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | fe2f3d42a964a0b53ddb281c6220c8b8 | 1,372,012,765 | 38.765341 | -119.341466 | 0 |
8,956 | 2020-06-23 18:39:30 | 4,384,910,379,661,778 | fraud_Romaguera Ltd | health_fitness | 20.28 | Michelle | Russell | F | 55505 Christy Via | Hawley | MN | 56,549 | 46.9777 | -96.4092 | 4,508 | Naval architect | 1949-04-24 | a3e688e98059c0d4bc009d3196dc6d85 | 1,372,012,770 | 46.676298 | -97.015777 | 0 |
8,957 | 2020-06-23 18:39:44 | 30,103,132,002,433 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 51.93 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | f31a6e5a84d0292d2746cf56b3284e9b | 1,372,012,784 | 41.230941 | -78.507994 | 0 |
8,958 | 2020-06-23 18:39:54 | 4,500,002,361,389 | fraud_Lemke and Sons | travel | 7.57 | Joseph | Nixon | M | 86882 Desiree Camp Suite 047 | Tyaskin | MD | 21,865 | 38.2833 | -75.8465 | 470 | Music tutor | 1965-04-07 | 4ed23d26112f31275583724dfd7af408 | 1,372,012,794 | 37.485882 | -74.870741 | 0 |
8,959 | 2020-06-23 18:40:25 | 30,596,478,689,301 | fraud_Ruecker Group | misc_net | 6.57 | Daniel | Graham | M | 28223 Ward Summit Apt. 664 | Arvada | CO | 80,005 | 39.8422 | -105.1097 | 122,111 | Hotel manager | 1987-05-23 | c966ed8c1474d4c7c1bbae9870d609c6 | 1,372,012,825 | 39.952319 | -105.659656 | 0 |
8,960 | 2020-06-23 18:40:41 | 6,011,366,578,560,244 | fraud_Eichmann-Kilback | home | 74.93 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 569cc4f0ade29c66a1824750af7b3054 | 1,372,012,841 | 40.481932 | -77.230273 | 0 |
8,961 | 2020-06-23 18:40:58 | 3,586,008,444,788,268 | fraud_Abshire PLC | entertainment | 78.85 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | fbceee38451c50f8fb6d753747b7627c | 1,372,012,858 | 46.684514 | -121.949529 | 0 |
8,962 | 2020-06-23 18:41:25 | 4,294,930,380,592 | fraud_O'Connell-Ullrich | home | 105.63 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | f80654b46b6744b9fd62376cf105fbd3 | 1,372,012,885 | 36.663721 | -80.620181 | 0 |
8,963 | 2020-06-23 18:41:48 | 345,389,171,551,808 | fraud_Bahringer, Bergnaum and Quitzon | home | 77.1 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | fddabed81378e947714379c7daad0e99 | 1,372,012,908 | 34.25046 | -90.266415 | 0 |
8,964 | 2020-06-23 18:42:13 | 30,131,826,429,364 | fraud_Fahey Inc | kids_pets | 36.8 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 0471e02c082cf33e426eb119306d7c6d | 1,372,012,933 | 36.281433 | -83.297309 | 0 |
8,965 | 2020-06-23 18:42:14 | 4,178,097,073,221,156 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 2.54 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | 1c3c61ddb312fa4771edc9f198d40d8c | 1,372,012,934 | 42.605324 | -87.338017 | 0 |
8,966 | 2020-06-23 18:42:43 | 630,423,337,322 | fraud_Huel Ltd | misc_net | 4.06 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 6b55d5228ce751121ccafc5acb93533a | 1,372,012,963 | 49.815866 | -118.510699 | 0 |
8,967 | 2020-06-23 18:42:47 | 4,449,530,933,957,323 | fraud_Gulgowski LLC | home | 70.54 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | 7b893925e2fb6702ab929be9be6a4e98 | 1,372,012,967 | 37.593068 | -122.787193 | 0 |
8,968 | 2020-06-23 18:42:54 | 4,464,457,352,619 | fraud_Jacobi and Sons | shopping_pos | 11.71 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 5905ae396062738dd7c221f5ca3ca457 | 1,372,012,974 | 29.746864 | -84.05461 | 0 |
8,969 | 2020-06-23 18:43:11 | 3,593,118,134,380,341 | fraud_Pacocha-Weissnat | kids_pets | 106.51 | Laura | Casey | F | 6114 Moran Way | Steuben | ME | 4,680 | 44.4971 | -67.9503 | 1,131 | Make | 1959-05-10 | 69de2aee81672bf5bd37b33155e122dd | 1,372,012,991 | 45.240582 | -67.360521 | 0 |
8,970 | 2020-06-23 18:43:22 | 38,947,654,498,698 | fraud_Rau-Robel | kids_pets | 46.89 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | fed043394a1ed8af0413a2a5a0239436 | 1,372,013,002 | 39.766471 | -82.34998 | 0 |
8,971 | 2020-06-23 18:43:39 | 4,707,867,759,656,333 | fraud_Bode-Schuster | kids_pets | 26.06 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | 92834f3061f4089b7b24e3be244291f3 | 1,372,013,019 | 37.407034 | -83.247179 | 0 |
8,972 | 2020-06-23 18:44:04 | 6,592,861,994,408,652 | fraud_Friesen Ltd | health_fitness | 83.88 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | 94aea52952f934bb205d8e09049f2c0f | 1,372,013,044 | 43.522402 | -78.615897 | 0 |
8,973 | 2020-06-23 18:44:20 | 6,011,329,966,782,895 | fraud_Roob, Conn and Tremblay | shopping_pos | 115.23 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | a976130e9464b0bcde8cf92e73627b67 | 1,372,013,060 | 36.372669 | -96.922175 | 0 |
8,974 | 2020-06-23 18:44:34 | 571,465,035,400 | fraud_Kuhn Group | food_dining | 67.9 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | 36356d2c7d539a0fc62735a898fbd1b2 | 1,372,013,074 | 43.866579 | -108.176645 | 0 |
8,975 | 2020-06-23 18:44:55 | 6,538,891,242,532,018 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 75.76 | 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 | 7d672b656d81c2497e9f171e3617672a | 1,372,013,095 | 36.662125 | -91.313307 | 0 |
8,976 | 2020-06-23 18:44:59 | 4,169,759,661,243,568 | fraud_Roob, Conn and Tremblay | shopping_pos | 8.11 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | d3655419b02ef7d43f2380a780fad97c | 1,372,013,099 | 39.840537 | -76.212723 | 0 |
8,977 | 2020-06-23 18:45:06 | 4,505,383,113,689 | fraud_Waelchi Inc | kids_pets | 80.11 | Alicia | Hawkins | F | 507 John Overpass Suite 424 | Harwood | MD | 20,776 | 38.8582 | -76.6145 | 3,289 | Quantity surveyor | 1933-03-15 | e0ceeb4661444f7abbb8b2b7b77338d6 | 1,372,013,106 | 39.018103 | -77.105682 | 0 |
8,978 | 2020-06-23 18:45:12 | 6,011,652,924,285,713 | fraud_Lakin, Ferry and Beatty | food_dining | 35.06 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | b02ef761ac1a376f044b860ac2575d4a | 1,372,013,112 | 38.342137 | -92.564505 | 0 |
8,979 | 2020-06-23 18:45:38 | 4,364,010,865,167,176 | fraud_Bins, Balistreri and Beatty | shopping_pos | 6.36 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 33d9b7e80934d4b8001cad685e263814 | 1,372,013,138 | 39.042281 | -119.178414 | 0 |
8,980 | 2020-06-23 18:46:00 | 3,553,629,419,254,918 | fraud_Okuneva, Schneider and Rau | shopping_pos | 180.76 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | b12dfa20b07edab584eb71babacb0919 | 1,372,013,160 | 47.771406 | -122.238363 | 0 |
8,981 | 2020-06-23 18:46:19 | 4,623,560,839,669 | fraud_Hettinger, McCullough and Fay | home | 32.76 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | 67ab5b0769e8f0022d0a194cf960787d | 1,372,013,179 | 42.741639 | -95.323976 | 0 |
8,982 | 2020-06-23 18:46:29 | 4,426,075,337,087,318,500 | fraud_Runte-Mohr | food_dining | 323.57 | Kyle | James | M | 621 Smith Hollow Apt. 738 | Topeka | KS | 66,616 | 39.0645 | -95.6413 | 163,415 | Clinical cytogeneticist | 1975-06-25 | 0e5f2d14e684d226ea5c7e1738767abd | 1,372,013,189 | 38.901787 | -95.778728 | 0 |
8,983 | 2020-06-23 18:46:46 | 630,424,987,505 | fraud_Willms, Kris and Bergnaum | shopping_pos | 7.95 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | e828e71285b0b6f67f0935ea33409d97 | 1,372,013,206 | 39.257555 | -80.398714 | 0 |
8,984 | 2020-06-23 18:47:09 | 345,933,964,507,467 | fraud_Kassulke PLC | shopping_net | 1.57 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 11dbab7071504ff6f8531ff6480dbf54 | 1,372,013,229 | 37.658748 | -74.803554 | 0 |
8,985 | 2020-06-23 18:47:09 | 3,506,592,072,985,012 | fraud_Baumbach Ltd | personal_care | 6.78 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | 5e160b1a4cc9a87a5db9d109bc97b5e0 | 1,372,013,229 | 38.667078 | -90.653942 | 0 |
8,986 | 2020-06-23 18:47:32 | 676,195,318,214 | fraud_O'Connell-Ullrich | home | 90.07 | Brandy | Quinn | F | 9734 Beard Fields Suite 885 | Altair | TX | 77,412 | 29.6047 | -96.5249 | 106 | Editor, film/video | 1983-07-24 | 54c7cd3cf522471218cae605564394be | 1,372,013,252 | 29.662349 | -96.972322 | 0 |
8,987 | 2020-06-23 18:47:41 | 38,199,021,865,320 | fraud_Nicolas, Hills and McGlynn | entertainment | 70.77 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | fd6814b045725a094b53aee21cfc0495 | 1,372,013,261 | 43.415847 | -72.292733 | 0 |
8,988 | 2020-06-23 18:47:52 | 371,009,169,330,125 | fraud_McCullough LLC | misc_pos | 49.85 | Randall | Burgess | M | 393 Carroll Route Suite 197 | Norman Park | GA | 31,771 | 31.2462 | -83.6549 | 5,666 | Rural practice surveyor | 2003-09-14 | 1f090afa3e53d18bc7b90300c6198bdd | 1,372,013,272 | 32.214666 | -82.915813 | 0 |
8,989 | 2020-06-23 18:48:00 | 3,540,210,836,308,425 | fraud_Moore, Williamson and Emmerich | home | 80.64 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | ecdcd49166dfb349cd90c4b23b3a8330 | 1,372,013,280 | 34.630198 | -101.527106 | 0 |
8,990 | 2020-06-23 18:48:18 | 3,556,613,125,071,656 | fraud_Hammes-Beatty | kids_pets | 56.19 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 82286dea73bf0967a23eff7f5d946574 | 1,372,013,298 | 29.566348 | -95.569922 | 0 |
8,991 | 2020-06-23 18:48:53 | 4,861,310,130,652,567,000 | fraud_Berge-Hills | kids_pets | 66.78 | 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 | 606e7e8223d85007aa476905bb758acc | 1,372,013,333 | 29.333289 | -89.982578 | 0 |
8,992 | 2020-06-23 18:48:57 | 3,514,865,930,894,695 | fraud_Swift PLC | kids_pets | 22.33 | Christopher | Castaneda | M | 1632 Cohen Drive Suite 639 | High Rolls Mountain Park | NM | 88,325 | 32.9396 | -105.8189 | 899 | Naval architect | 1967-08-30 | 010b1cfc3f42ef477439e0dc8c021742 | 1,372,013,337 | 33.252637 | -106.422104 | 0 |
8,993 | 2020-06-23 18:49:03 | 4,745,996,322,265 | fraud_Dach-Nader | misc_net | 82.53 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 22d9e40d1b2c21b0f7eaebd22bf49f5c | 1,372,013,343 | 42.271947 | -87.205653 | 0 |
8,994 | 2020-06-23 18:49:21 | 2,297,447,006,766,555 | fraud_Eichmann-Kilback | home | 205.05 | Laura | Walker | F | 611 Michael Rue | Cisco | IL | 61,830 | 39.9972 | -88.6962 | 478 | Landscape architect | 1960-01-13 | 2f7f15754915bff2824deea3d406f73d | 1,372,013,361 | 39.376986 | -89.397862 | 0 |
8,995 | 2020-06-23 18:49:43 | 3,575,789,281,659,026 | fraud_Kihn-Fritsch | food_dining | 23.73 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | b11734eea5283ff611394a923f4787b5 | 1,372,013,383 | 37.901996 | -94.134388 | 0 |
8,996 | 2020-06-23 18:50:02 | 3,511,378,610,369,890 | fraud_Leannon-Ward | food_dining | 23.62 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 65592cbbac453fd21cba803d1b1a66ec | 1,372,013,402 | 34.048517 | -85.925251 | 0 |
8,997 | 2020-06-23 18:50:16 | 4,186,530,744,674 | fraud_Schiller Ltd | personal_care | 23.19 | Casey | Howell | F | 374 Christopher Ramp Suite 855 | Blackville | SC | 29,817 | 33.3645 | -81.2718 | 4,913 | Technical brewer | 1966-11-10 | 46359adedf5fd1e5051b1f0f2810cfdb | 1,372,013,416 | 33.93222 | -82.15736 | 0 |
8,998 | 2020-06-23 18:50:16 | 4,181,833,256,558,614,000 | fraud_Bode-Rempel | kids_pets | 148.87 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 4951124f49b70edf05ae71c18596387f | 1,372,013,416 | 37.148262 | -104.757229 | 0 |
8,999 | 2020-06-23 18:50:23 | 38,797,410,705,641 | fraud_Waelchi-Wolf | kids_pets | 47.34 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | 7de8d41962173f92cacb7daba4972b60 | 1,372,013,423 | 41.826931 | -75.031613 | 0 |
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