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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,266,000 | 2020-06-09 20:16:10 | 30,266,994,494,236 | fraud_Dooley Inc | shopping_pos | 4.28 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | 9722ca12c083b3ff5bb6fff352d76f7f | 1,370,808,970 | 37.885372 | -78.262358 | 0 |
1,266,001 | 2020-06-09 20:16:16 | 4,452,366,298,769,043 | fraud_Wuckert-Goldner | home | 49.73 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | eb133329b3e80609f48a9efa0e632bfc | 1,370,808,976 | 32.446209 | -97.131171 | 0 |
1,266,002 | 2020-06-09 20:16:40 | 4,797,297,220,948,469,000 | fraud_Hettinger, McCullough and Fay | home | 38.18 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 4d52ceb89dccc4ebc11701b63dada960 | 1,370,809,000 | 39.316334 | -87.290742 | 0 |
1,266,003 | 2020-06-09 20:16:41 | 213,186,334,552,049 | fraud_Altenwerth-Kilback | home | 81 | Andrea | Perkins | F | 37426 Olson Villages | Irvine | PA | 16,329 | 41.8117 | -79.2643 | 528 | Chief Marketing Officer | 1972-09-13 | c0e2e1418f393b6bf84339afe8f03c9e | 1,370,809,001 | 42.41982 | -79.201375 | 0 |
1,266,004 | 2020-06-09 20:17:03 | 3,576,431,665,303,017 | fraud_Leffler-Goldner | personal_care | 60.09 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | a4b2d5679f0e60d4e3c54ee87f3024e9 | 1,370,809,023 | 34.452807 | -111.439995 | 0 |
1,266,005 | 2020-06-09 20:17:07 | 372,520,049,757,633 | fraud_Barton LLC | kids_pets | 43.44 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | dc28f5e512b236ccbc9c565e2a56f825 | 1,370,809,027 | 48.087863 | -93.063017 | 0 |
1,266,006 | 2020-06-09 20:17:08 | 676,275,912,597 | fraud_McDermott, Osinski and Morar | home | 74.9 | Edward | Hensley | M | 24318 Dixon Mills | Elk Rapids | MI | 49,629 | 44.8955 | -85.4082 | 2,223 | Chief Financial Officer | 1986-01-18 | 1fc29649c26ca91daa0b3309db171343 | 1,370,809,028 | 44.556007 | -85.170754 | 0 |
1,266,007 | 2020-06-09 20:17:11 | 4,623,560,839,669 | fraud_Stark-Batz | entertainment | 72.83 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | a62c51ea29d42f811ad1fd8b60ba79e3 | 1,370,809,031 | 42.016032 | -93.733469 | 0 |
1,266,008 | 2020-06-09 20:17:37 | 30,501,624,614,310 | fraud_Klein Group | entertainment | 160.72 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | b775e4ce169a4ded882d81ece81a4382 | 1,370,809,057 | 31.850467 | -82.094804 | 0 |
1,266,009 | 2020-06-09 20:17:49 | 3,568,736,585,751,727 | fraud_Ernser-Feest | home | 91.69 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | 1a49826e4117c9bf0ad2aecb9cd95f1b | 1,370,809,069 | 41.347491 | -93.644921 | 0 |
1,266,010 | 2020-06-09 20:17:52 | 6,011,693,194,885,790 | fraud_Schneider, Hayes and Nikolaus | food_dining | 3.19 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 5f2bb6b7c7e7577c983cce9a5e876576 | 1,370,809,072 | 45.942132 | -92.741654 | 0 |
1,266,011 | 2020-06-09 20:18:16 | 4,683,638,447,911 | fraud_Gleason and Sons | kids_pets | 56.63 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | 1cc6c71184c8a0107510dac2b054ca18 | 1,370,809,096 | 29.406099 | -93.145839 | 0 |
1,266,012 | 2020-06-09 20:18:29 | 373,905,417,449,658 | fraud_Ernser-Feest | home | 140.64 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 7594fba434157c2e052bc41525414974 | 1,370,809,109 | 32.744516 | -96.948235 | 0 |
1,266,013 | 2020-06-09 20:18:35 | 6,011,366,578,560,244 | fraud_Bode-Rempel | kids_pets | 78.17 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 505ae4d54ecc5c95c00c625a33842ea2 | 1,370,809,115 | 40.574632 | -77.128843 | 0 |
1,266,014 | 2020-06-09 20:18:43 | 343,819,048,608,995 | fraud_Bednar PLC | kids_pets | 65.35 | Shelby | Cannon | F | 1535 Ryan Burgs Suite 919 | Des Moines | IA | 50,312 | 41.5855 | -93.6719 | 222,785 | Wellsite geologist | 1956-01-24 | 426e7173c96162e4724ae82a638ae254 | 1,370,809,123 | 42.026414 | -94.061316 | 0 |
1,266,015 | 2020-06-09 20:19:06 | 2,254,799,658,404,120 | fraud_Botsford Ltd | shopping_pos | 170.19 | Barbara | Nelson | F | 7337 Browning Falls Suite 027 | Valdosta | GA | 31,605 | 30.946 | -83.2474 | 94,325 | Educational psychologist | 1987-09-08 | 09d1d48d4b5eb87cdb5694d0e841bbdc | 1,370,809,146 | 30.991343 | -82.793843 | 0 |
1,266,016 | 2020-06-09 20:19:11 | 371,009,169,330,125 | fraud_Pouros-Conroy | shopping_pos | 4.32 | 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 | 74e7e26a80430094045a861863cf43b7 | 1,370,809,151 | 31.426584 | -84.127263 | 0 |
1,266,017 | 2020-06-09 20:19:26 | 213,112,402,583,773 | fraud_Little Ltd | kids_pets | 98.55 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | 9d0255549bc83c72ad5330a4bcb5cb29 | 1,370,809,166 | 33.122398 | -81.576814 | 0 |
1,266,018 | 2020-06-09 20:19:32 | 342,035,762,534,413 | fraud_Lind-Buckridge | entertainment | 82.58 | Jennifer | Carrillo | F | 334 Adam Mountains Apt. 868 | Manquin | VA | 23,106 | 37.7184 | -77.186 | 976 | Engineer, automotive | 1999-06-19 | ae27fcd39ff5092693f9d104100fbd4c | 1,370,809,172 | 36.874148 | -77.529417 | 0 |
1,266,019 | 2020-06-09 20:19:46 | 36,078,114,201,167 | fraud_Bode-Rempel | kids_pets | 74.56 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 48b2289075d7ad2a2a6b97cea6558ebc | 1,370,809,186 | 37.184848 | -82.205502 | 0 |
1,266,020 | 2020-06-09 20:20:08 | 213,175,487,106,448 | fraud_Osinski Inc | personal_care | 212.94 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | 03afa87bf629786cb6dd1e82708a70e5 | 1,370,809,208 | 33.195697 | -99.21787 | 0 |
1,266,021 | 2020-06-09 20:20:11 | 370,612,217,861,404 | fraud_Howe PLC | entertainment | 34.92 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | f2ef182f0e397ad8ad9a23f145bc62bb | 1,370,809,211 | 39.981231 | -74.549525 | 0 |
1,266,022 | 2020-06-09 20:20:32 | 30,143,535,920,989 | fraud_Bode-Schuster | kids_pets | 12.78 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 3e34a7220012761a8363c09c4adfd884 | 1,370,809,232 | 40.325252 | -74.988933 | 0 |
1,266,023 | 2020-06-09 20:20:34 | 2,475,085,306,462,014 | fraud_Erdman-Durgan | health_fitness | 76.85 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | 48a8ed5a3770e2866179e8e8d2f6d6f1 | 1,370,809,234 | 43.984038 | -95.135434 | 0 |
1,266,024 | 2020-06-09 20:21:16 | 370,877,495,212,014 | fraud_Gleason-Macejkovic | shopping_net | 4.04 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 25abc88527d0acd42ba8d8073b0ebc77 | 1,370,809,276 | 36.46575 | -81.742248 | 0 |
1,266,025 | 2020-06-09 20:21:48 | 30,238,755,902,988 | fraud_Haley, Batz and Auer | health_fitness | 14.48 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | b5209afe7a15f39b308896c0a21ecf60 | 1,370,809,308 | 30.563924 | -97.023266 | 0 |
1,266,026 | 2020-06-09 20:22:23 | 376,656,886,990,758 | fraud_Jacobi and Sons | shopping_pos | 1,196.59 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | e878548b04466c4f03c6ffc0a373ab4f | 1,370,809,343 | 31.24018 | -94.886161 | 0 |
1,266,027 | 2020-06-09 20:22:27 | 4,922,710,831,011,201 | fraud_Adams-Barrows | health_fitness | 59.76 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 0c5877a469787e7f258ba2ce6ba3f12d | 1,370,809,347 | 40.074379 | -79.748564 | 0 |
1,266,028 | 2020-06-09 20:22:29 | 30,153,452,207,526 | fraud_O'Reilly, Mohr and Purdy | home | 56.01 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | 87cee7593dc398ff7964008ab277b617 | 1,370,809,349 | 31.124408 | -99.033832 | 0 |
1,266,029 | 2020-06-09 20:22:48 | 371,284,424,780,634 | fraud_Berge, Kautzer and Harris | personal_care | 139.02 | Jeremy | Moore | M | 574 Patricia Extensions | Lubbock | TX | 79,413 | 33.5466 | -101.8871 | 254,282 | Doctor, general practice | 1952-01-29 | 2e3b04e2f78f1e78bee02bd5fae10d0a | 1,370,809,368 | 32.862756 | -101.700822 | 0 |
1,266,030 | 2020-06-09 20:22:51 | 4,294,040,533,480,516 | fraud_Watsica, Haag and Considine | shopping_pos | 3.75 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | cfc24b144f8101d40c445151cdf7bc39 | 1,370,809,371 | 33.763836 | -81.359518 | 0 |
1,266,031 | 2020-06-09 20:23:26 | 213,191,402,330,021 | fraud_Eichmann-Kilback | home | 15.32 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | 217f3ce25aa1abce31693446dfa83968 | 1,370,809,406 | 43.485145 | -88.811822 | 0 |
1,266,032 | 2020-06-09 20:23:40 | 4,427,805,710,168 | fraud_Rippin, Kub and Mann | misc_net | 4.47 | Michelle | Rodriguez | F | 1742 Brandon Squares Apt. 461 | Ruidoso | NM | 88,355 | 33.3305 | -105.6933 | 8,874 | Licensed conveyancer | 2000-08-16 | 49dfb92cf19363196ba754ea635b7673 | 1,370,809,420 | 32.754222 | -106.550528 | 0 |
1,266,033 | 2020-06-09 20:23:44 | 4,279,161,831,637 | fraud_Beier-Hyatt | shopping_pos | 8.5 | Lisa | Hendrix | F | 35737 Kirby Fall Suite 409 | Vanderbilt | PA | 15,486 | 40.0246 | -79.6955 | 2,303 | Physiotherapist | 1987-08-16 | c98a7cd680c296bcc8887458e37c2d15 | 1,370,809,424 | 40.477785 | -78.835322 | 0 |
1,266,034 | 2020-06-09 20:23:52 | 4,208,110,975,550,360,000 | fraud_Friesen-Ortiz | personal_care | 86.36 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | 510298f77f345ccafd5663e386ca88f4 | 1,370,809,432 | 31.694323 | -82.844586 | 0 |
1,266,035 | 2020-06-09 20:23:56 | 213,175,487,106,448 | fraud_Schmeler-Howe | personal_care | 83.02 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | 63e0ad61766af3ce0d165bfc29a12e9b | 1,370,809,436 | 32.597259 | -100.571874 | 0 |
1,266,036 | 2020-06-09 20:23:59 | 3,577,794,103,155,425 | fraud_Boyer PLC | misc_pos | 341.03 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | c7f661386730be1fd7553aa3e04b9d57 | 1,370,809,439 | 46.937731 | -96.277568 | 0 |
1,266,037 | 2020-06-09 20:24:22 | 3,511,378,610,369,890 | fraud_Kunze, Larkin and Mayert | travel | 5.22 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 09410fd5dc903996a38f968ef75ac92e | 1,370,809,462 | 34.912511 | -86.655359 | 0 |
1,266,038 | 2020-06-09 20:24:48 | 3,560,797,065,840,735 | fraud_Ledner, Hartmann and Feest | health_fitness | 42.18 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 57b1a4ddbe558602655aadf7e58c375c | 1,370,809,488 | 46.8652 | -100.394347 | 0 |
1,266,039 | 2020-06-09 20:24:52 | 6,573,561,108,825,071 | fraud_Hilpert-Conroy | kids_pets | 46.79 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | 65cf05bce06993db8252b14a8d5c048e | 1,370,809,492 | 36.821991 | -96.392009 | 0 |
1,266,040 | 2020-06-09 20:25:19 | 6,011,706,277,606,006 | fraud_Terry Ltd | home | 8.71 | Scott | Sullivan | M | 776 Martin Ridge | Newton | NH | 3,858 | 42.8678 | -71.042 | 4,603 | Therapist, music | 1952-12-07 | 319d66079c2283ab70bb9301283e550a | 1,370,809,519 | 43.048356 | -70.826709 | 0 |
1,266,041 | 2020-06-09 20:25:56 | 4,229,733,778,084,049 | fraud_Nolan-Williamson | kids_pets | 24.18 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | 1c0de5df64767dde26694c690f67dd73 | 1,370,809,556 | 37.268816 | -85.006747 | 0 |
1,266,042 | 2020-06-09 20:26:25 | 4,428,154,703,770,710 | fraud_Jacobi Inc | health_fitness | 44.47 | Brittany | Guerra | F | 79209 Gary Dale | Colton | WA | 99,113 | 46.5901 | -117.1692 | 761 | Chief Marketing Officer | 1943-06-30 | 115a2b51ca4bb779b303fd6ff73f698f | 1,370,809,585 | 45.722542 | -117.465728 | 0 |
1,266,043 | 2020-06-09 20:26:41 | 3,596,217,206,093,829 | fraud_Balistreri-Nader | misc_pos | 2 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | fcf0ed535b298afdcbfbad7dd63e19d3 | 1,370,809,601 | 40.929656 | -92.188886 | 0 |
1,266,044 | 2020-06-09 20:27:04 | 3,585,740,823,295,298 | fraud_Gulgowski LLC | home | 16.44 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 280312cd7a16202ee22f067926b3d145 | 1,370,809,624 | 34.298118 | -99.013765 | 0 |
1,266,045 | 2020-06-09 20:27:24 | 378,904,938,837,132 | fraud_Bauch-Blanda | entertainment | 8.36 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | 1d87f6dea7201bf046030873471dec9c | 1,370,809,644 | 36.062732 | -98.330526 | 0 |
1,266,046 | 2020-06-09 20:27:40 | 213,161,869,125,933 | fraud_Schuppe LLC | entertainment | 14.63 | Monica | Lane | F | 3270 Scott Islands | East Andover | ME | 4,226 | 44.6084 | -70.6993 | 190 | Animal nutritionist | 1970-04-17 | 7b186d6c43406ab16d5a2f235ee6ae2b | 1,370,809,660 | 44.250284 | -70.12407 | 0 |
1,266,047 | 2020-06-09 20:27:43 | 4,426,075,337,087,318,500 | fraud_Hudson-Grady | shopping_pos | 8.83 | Kyle | James | M | 621 Smith Hollow Apt. 738 | Topeka | KS | 66,616 | 39.0645 | -95.6413 | 163,415 | Clinical cytogeneticist | 1975-06-25 | 183c6f067ec7ced0f6b46daf0b32d599 | 1,370,809,663 | 38.681461 | -95.466311 | 0 |
1,266,048 | 2020-06-09 20:27:50 | 378,006,354,724,784 | fraud_Daugherty LLC | kids_pets | 53.07 | Christopher | Matthews | M | 433 John Heights Apt. 849 | Etlan | VA | 22,719 | 38.5095 | -78.2638 | 395 | Senior tax professional/tax inspector | 1982-01-07 | e5a45f9f9e6c4ab76841497ddb92aeae | 1,370,809,670 | 38.696969 | -77.871365 | 0 |
1,266,049 | 2020-06-09 20:28:09 | 4,512,828,414,983,802,000 | fraud_Swift PLC | kids_pets | 14.28 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 743acf90ec7dfac6c2b87761923f4663 | 1,370,809,689 | 40.462023 | -80.313387 | 0 |
1,266,050 | 2020-06-09 20:28:09 | 4,646,845,581,490,336,000 | fraud_Botsford Ltd | shopping_pos | 6.54 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 294a5837dbecfa23d96d462abab6415e | 1,370,809,689 | 40.397257 | -73.400469 | 0 |
1,266,051 | 2020-06-09 20:28:56 | 6,011,367,958,204,270 | fraud_Waters-Cruickshank | health_fitness | 31.15 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 1d628c97258e3f84ec4a2ffff8833777 | 1,370,809,736 | 40.288446 | -82.171982 | 0 |
1,266,052 | 2020-06-09 20:29:18 | 571,365,235,126 | fraud_Torp-Lemke | misc_pos | 6.24 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 1edac161954b67fcb3107dbe67d4bd72 | 1,370,809,758 | 45.260721 | -85.830059 | 0 |
1,266,053 | 2020-06-09 20:29:19 | 676,248,282,243 | fraud_Schiller, Blanda and Johnson | home | 51.96 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | 0e1f4eb2bd982ebbab31444fcb94ea0b | 1,370,809,759 | 27.457881 | -82.061643 | 0 |
1,266,054 | 2020-06-09 20:29:30 | 4,149,635,823,017 | fraud_Schmidt-Larkin | home | 142.81 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | d78131485e4b13c9e5efa050494e5960 | 1,370,809,770 | 33.086276 | -85.94952 | 0 |
1,266,055 | 2020-06-09 20:29:39 | 6,534,628,260,579,800 | fraud_Goldner-Lemke | entertainment | 17.19 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 25c06130e237c22af4f3be6554bf05a4 | 1,370,809,779 | 44.900472 | -72.117701 | 0 |
1,266,056 | 2020-06-09 20:30:16 | 4,783,226,709,001 | fraud_Lemke and Sons | travel | 5.37 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | de41ba290f030eacd642d04c63cd5ce4 | 1,370,809,816 | 38.33363 | -99.321926 | 0 |
1,266,057 | 2020-06-09 20:30:30 | 2,291,163,933,867,244 | fraud_Windler, Goodwin and Kovacek | home | 69.72 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | 21971ef5e1237ed2cfe322994b04088c | 1,370,809,830 | 33.986226 | -80.12919 | 0 |
1,266,058 | 2020-06-09 20:30:52 | 3,545,109,339,866,548 | fraud_Kovacek Ltd | travel | 4.46 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 116535ddd5de6ed0072f6248cf566b03 | 1,370,809,852 | 33.441678 | -89.812646 | 0 |
1,266,059 | 2020-06-09 20:30:53 | 4,708,992,452,821,239 | fraud_Cruickshank-Mills | entertainment | 82.95 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 7703f29dfea00ff640d465b236f73e71 | 1,370,809,853 | 35.980512 | -91.526546 | 0 |
1,266,060 | 2020-06-09 20:31:10 | 3,583,635,130,604,947 | fraud_Lesch, D'Amore and Brown | food_dining | 15.36 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 11614f1b7da48f32a8a10b97a94705fd | 1,370,809,870 | 40.364523 | -74.073038 | 0 |
1,266,061 | 2020-06-09 20:31:15 | 4,951,647,200,979,051 | fraud_Bernhard, Grant and Langworth | shopping_pos | 4.46 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | 099925375e281d9cf717462cb84afd4d | 1,370,809,875 | 38.898488 | -88.816487 | 0 |
1,266,062 | 2020-06-09 20:31:42 | 377,113,842,678,100 | fraud_Torp, Muller and Borer | health_fitness | 11.31 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 5987f0637dc8dc710770a2c9fe1dec2c | 1,370,809,902 | 40.316771 | -74.897923 | 0 |
1,266,063 | 2020-06-09 20:32:03 | 676,326,610,042 | fraud_Friesen Inc | shopping_pos | 5.47 | Jacqueline | Caldwell | F | 54220 April Union Suite 403 | Riverview | MI | 48,193 | 42.1782 | -83.2461 | 15,623 | Writer | 1993-11-02 | a8181194544cbbecf5f3aaf87f191ed7 | 1,370,809,923 | 42.206756 | -83.503953 | 0 |
1,266,064 | 2020-06-09 20:32:05 | 4,878,364,946,692,291 | fraud_Bartoletti and Sons | personal_care | 89.52 | Tina | Alvarez | F | 1976 Tyler Underpass | Early | IA | 50,535 | 42.4483 | -95.1726 | 885 | Pilot, airline | 1949-08-14 | 2fa8fb39bd3f7538ca23b48b31ebe371 | 1,370,809,925 | 43.121206 | -94.199564 | 0 |
1,266,065 | 2020-06-09 20:32:44 | 3,518,234,918,950,662 | fraud_Welch, Rath and Koepp | entertainment | 71.26 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 388aa5b6e4084f24a6b00acd474d4d83 | 1,370,809,964 | 34.352076 | -97.587899 | 0 |
1,266,066 | 2020-06-09 20:32:48 | 4,586,810,168,620,942 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 60.63 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 79260b40b14eb99a6ca7ee659f289499 | 1,370,809,968 | 32.000111 | -80.810888 | 0 |
1,266,067 | 2020-06-09 20:32:59 | 4,503,101,193,493,053,000 | fraud_Osinski Inc | personal_care | 24.55 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | 8a78bee3d1cd2df5df9afc7ac2b05d9d | 1,370,809,979 | 27.37563 | -81.399452 | 0 |
1,266,068 | 2020-06-09 20:33:47 | 3,513,618,443,244,549 | fraud_Ratke and Sons | health_fitness | 37.19 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | 7b4feb32f334284ee515cc94ad055507 | 1,370,810,027 | 43.348605 | -98.136383 | 0 |
1,266,069 | 2020-06-09 20:33:56 | 3,536,818,734,263,520 | fraud_Abshire PLC | entertainment | 7.16 | Gerald | Frank | M | 95793 Andrea Ville Suite 533 | Des Moines | IA | 50,314 | 41.603 | -93.633 | 222,785 | Interior and spatial designer | 1981-08-10 | d63dc09b959fe8b8f25ca1f3d1dce84e | 1,370,810,036 | 42.323003 | -94.074249 | 0 |
1,266,070 | 2020-06-09 20:34:15 | 343,819,048,608,995 | fraud_Cartwright PLC | kids_pets | 40.52 | Shelby | Cannon | F | 1535 Ryan Burgs Suite 919 | Des Moines | IA | 50,312 | 41.5855 | -93.6719 | 222,785 | Wellsite geologist | 1956-01-24 | 2b1bcec25bc8244b4dc03af95e6086c9 | 1,370,810,055 | 42.151125 | -94.01651 | 0 |
1,266,071 | 2020-06-09 20:34:21 | 377,234,009,633,447 | fraud_Kilback and Sons | entertainment | 88.87 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | a4d79fcf13f37808615494ee69bac6b2 | 1,370,810,061 | 39.047442 | -78.652296 | 0 |
1,266,072 | 2020-06-09 20:34:41 | 5,130,484,058,948,421 | fraud_Donnelly LLC | entertainment | 73.71 | Ronald | White | M | 25713 Hamilton Grove Apt. 903 | Beaverdam | OH | 45,808 | 40.8314 | -83.9758 | 349 | Museum/gallery conservator | 1978-12-25 | e72d23d8c66cfe2e69bc13edb7c2e58e | 1,370,810,081 | 41.438578 | -83.483557 | 0 |
1,266,073 | 2020-06-09 20:34:42 | 30,042,378,430,132 | fraud_Waters-Cruickshank | health_fitness | 54.38 | Connor | Grant | M | 0654 Kevin Turnpike Apt. 084 | Northport | NY | 11,768 | 40.9051 | -73.3309 | 21,902 | Tour manager | 1976-05-16 | 19141477bec2c7b8913cb1f5cc1c7abf | 1,370,810,082 | 41.57981 | -73.651796 | 0 |
1,266,074 | 2020-06-09 20:34:59 | 4,400,011,257,587,662,000 | fraud_Hudson-Grady | shopping_pos | 1.16 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 913b87baf3f0722a09b967b4871bd948 | 1,370,810,099 | 41.178389 | -99.457251 | 0 |
1,266,075 | 2020-06-09 20:35:09 | 3,514,865,930,894,695 | fraud_Dare-Marvin | entertainment | 59.46 | 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 | 3be8de608ef0ea0bb81cb54730dc7493 | 1,370,810,109 | 32.19178 | -105.791905 | 0 |
1,266,076 | 2020-06-09 20:35:12 | 375,974,680,629,816 | fraud_Zemlak, Tillman and Cremin | personal_care | 3.45 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 73b67aeb6a1dc06b3171c2e375a43939 | 1,370,810,112 | 41.292825 | -72.213058 | 0 |
1,266,077 | 2020-06-09 20:35:21 | 5,104,807,169,438,134 | fraud_Fisher-Schowalter | shopping_net | 4.61 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | 55ecbe67c3c5731223553893813caf53 | 1,370,810,121 | 39.986241 | -72.674383 | 0 |
1,266,078 | 2020-06-09 20:35:21 | 3,577,578,023,716,568 | fraud_Bechtelar-Rippin | food_dining | 30.15 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | f4dd39401ff9ed4c4133fa702cbc8c79 | 1,370,810,121 | 41.513235 | -81.445631 | 0 |
1,266,079 | 2020-06-09 20:36:04 | 3,537,797,820,923,602 | fraud_Douglas-White | entertainment | 82.12 | Christie | Mendoza | F | 53142 Katrina Roads Suite 889 | Monitor | WA | 98,836 | 47.4852 | -120.4158 | 584 | Medical technical officer | 1969-03-20 | d63f344367760ee9a0604ae39750c414 | 1,370,810,164 | 47.009467 | -121.266554 | 0 |
1,266,080 | 2020-06-09 20:36:06 | 3,576,431,665,303,017 | fraud_Thiel Ltd | travel | 1.33 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | d67b3613e548ae3d20201ae2841b66ba | 1,370,810,166 | 32.770008 | -112.515687 | 0 |
1,266,081 | 2020-06-09 20:36:08 | 4,792,627,764,422,478,000 | fraud_Mohr-Bayer | shopping_net | 1.3 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | a3c0f3c8f0f1277dd5e5215296f0e3bf | 1,370,810,168 | 39.145455 | -94.197011 | 0 |
1,266,082 | 2020-06-09 20:36:14 | 376,028,110,684,021 | fraud_Bins-Tillman | entertainment | 81.36 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | 30fd275adbc2fe2917b16684f721d522 | 1,370,810,174 | 39.828223 | -93.917133 | 0 |
1,266,083 | 2020-06-09 20:36:28 | 4,110,266,553,600,176,000 | fraud_Sawayn PLC | shopping_pos | 1.31 | Sandra | Schwartz | F | 3789 Mark Walks | Sunflower | MS | 38,778 | 33.5567 | -90.5451 | 1,686 | Education officer, community | 1986-11-06 | 407857d110f20b4ea21cc9fc45667df9 | 1,370,810,188 | 33.81568 | -90.466027 | 0 |
1,266,084 | 2020-06-09 20:36:44 | 213,120,463,918,358 | fraud_Donnelly LLC | entertainment | 53.91 | Willie | Jordan | M | 529 West Key | Spearsville | LA | 71,277 | 32.955 | -92.587 | 1,758 | Psychologist, forensic | 1957-08-08 | 3dcf0063fce321011bd4d791f931bd5d | 1,370,810,204 | 33.425628 | -92.555845 | 0 |
1,266,085 | 2020-06-09 20:37:17 | 3,597,337,756,918,966 | fraud_Champlin-Casper | home | 76.85 | Linda | Gonzalez | F | 17667 Price Spur Apt. 366 | Glen Rock | PA | 17,327 | 39.7813 | -76.7477 | 7,565 | Insurance claims handler | 1952-03-08 | 64ab00cd8b0056979133b2b0e189ce91 | 1,370,810,237 | 38.807481 | -77.038365 | 0 |
1,266,086 | 2020-06-09 20:37:26 | 3,583,635,130,604,947 | fraud_Metz-Boehm | shopping_pos | 5.6 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 9b551eb22f8cfcf3364316d4dd273a9d | 1,370,810,246 | 39.200885 | -74.943232 | 0 |
1,266,087 | 2020-06-09 20:37:45 | 4,255,397,449,664,186,000 | fraud_Schumm PLC | health_fitness | 13.69 | George | Smith | M | 7377 Walton Extensions Apt. 979 | Dallas | TX | 75,236 | 32.69 | -96.9177 | 1,263,321 | Designer, interior/spatial | 1952-09-27 | 9ba2b5d916e0909167126b26dc92f2ba | 1,370,810,265 | 31.735563 | -96.89029 | 0 |
1,266,088 | 2020-06-09 20:38:20 | 4,826,655,832,045,236 | fraud_Crooks and Sons | personal_care | 22.1 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | 7be4dd259a39af34f96fcaa17d5d6d3f | 1,370,810,300 | 41.128947 | -70.754986 | 0 |
1,266,089 | 2020-06-09 20:38:38 | 4,890,424,426,862,857,000 | fraud_Lesch Ltd | shopping_pos | 811.54 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 1d5fd170e3a5bf83ad714e2ae55ccc43 | 1,370,810,318 | 37.74485 | -121.569615 | 0 |
1,266,090 | 2020-06-09 20:38:48 | 4,446,368,897,795,790 | fraud_Thiel-Thiel | entertainment | 67.54 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | 22875738ddead7d8bf45fcd1ce0aed35 | 1,370,810,328 | 37.321722 | -76.454377 | 0 |
1,266,091 | 2020-06-09 20:39:01 | 6,511,349,151,405,438 | fraud_Wuckert-Goldner | home | 84.03 | Robert | Nguyen | M | 74835 Garner Point | Ruth | NV | 89,319 | 39.3426 | -114.8859 | 450 | Interpreter | 1946-08-24 | 968ad2d25780b7955e8e9ed058539421 | 1,370,810,341 | 40.226788 | -115.303302 | 0 |
1,266,092 | 2020-06-09 20:39:02 | 3,552,581,383,553,463 | fraud_Koss, Hansen and Lueilwitz | home | 11.11 | Jonathan | Castro | M | 200 Christie Mills Apt. 307 | Andrews | NC | 28,901 | 35.1959 | -83.8228 | 5,354 | Retail buyer | 1965-04-13 | 9ff8a85b65a3d370cf40d6dfcdef3700 | 1,370,810,342 | 36.115543 | -83.29154 | 0 |
1,266,093 | 2020-06-09 20:39:07 | 30,074,693,890,476 | fraud_Schuppe-Schuppe | food_dining | 42.47 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | fddeed8c6b8f19fb9e6d7afe85fbb3fe | 1,370,810,347 | 37.820477 | -101.820204 | 0 |
1,266,094 | 2020-06-09 20:39:44 | 4,536,996,888,716,062,000 | fraud_Bechtelar-Rippin | food_dining | 1.59 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | cac76bdbc5fd59fed93eaca69edae4b2 | 1,370,810,384 | 35.143114 | -105.442043 | 0 |
1,266,095 | 2020-06-09 20:40:12 | 2,286,236,465,059,468 | fraud_Hyatt, Russel and Gleichner | health_fitness | 11.56 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | b53b8f0cf200b225e8c89927eeefb52b | 1,370,810,412 | 39.407863 | -94.184348 | 0 |
1,266,096 | 2020-06-09 20:40:15 | 213,114,122,496,591 | fraud_Kozey-Kuhlman | personal_care | 49.86 | Jeremy | Perry | M | 797 Jennifer Loop Suite 634 | Minnesota Lake | MN | 56,068 | 43.8295 | -93.8282 | 1,087 | Music tutor | 1963-07-14 | e83aee9f2b763140f728d1c411cbd049 | 1,370,810,415 | 43.316341 | -94.820897 | 0 |
1,266,097 | 2020-06-09 20:40:18 | 3,502,088,871,723,054 | fraud_Baumbach Ltd | personal_care | 141.35 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 016261f9e865c00680da43ee7db87e0b | 1,370,810,418 | 39.172226 | -77.856084 | 0 |
1,266,098 | 2020-06-09 20:40:27 | 30,273,037,698,427 | fraud_Tillman LLC | travel | 8.85 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | c56c54aa188e3023d186b0d9e3372f9f | 1,370,810,427 | 34.68634 | -91.049082 | 0 |
1,266,099 | 2020-06-09 20:40:28 | 3,543,591,270,174,051 | fraud_Berge, Kautzer and Harris | personal_care | 3.78 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | 5d296634053b4b172e4ae4e85c9cad0e | 1,370,810,428 | 40.032407 | -79.672871 | 0 |
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