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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9,000 | 2020-06-23 18:50:43 | 6,011,149,206,456,997 | fraud_Terry Ltd | home | 84.54 | Jeffrey | White | M | 8617 Holmes Terrace Suite 651 | Tuscarora | MD | 21,790 | 39.2667 | -77.5101 | 100 | Production assistant, television | 1979-12-11 | 383561d52b636a63048f4d39c7a69be5 | 1,372,013,443 | 38.417085 | -76.756367 | 0 |
9,001 | 2020-06-23 18:50:52 | 4,634,955,908,138,648 | fraud_Roob, Conn and Tremblay | shopping_pos | 12.11 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | dd6b08e5fb59015acb5d3d773bc66d3c | 1,372,013,452 | 41.446839 | -96.052626 | 0 |
9,002 | 2020-06-23 18:50:53 | 571,365,235,126 | fraud_Nienow, Ankunding and Collier | misc_pos | 9.69 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 80f1d38e12a8386643ad2b755e0570f9 | 1,372,013,453 | 45.34154 | -85.883321 | 0 |
9,003 | 2020-06-23 18:51:01 | 3,598,304,579,370,089 | fraud_Streich, Rolfson and Wilderman | kids_pets | 63.83 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | ce721666646a3df5ec525e4767200787 | 1,372,013,461 | 38.371226 | -97.763815 | 0 |
9,004 | 2020-06-23 18:51:03 | 3,511,058,278,399,773 | fraud_Thiel-Thiel | entertainment | 73.45 | Briana | Santos | F | 702 Tabitha Drive | New Goshen | IN | 47,863 | 39.5803 | -87.4616 | 205 | Engineer, mining | 1960-01-06 | de52cf31f50000c886d3fc7ab3f23b86 | 1,372,013,463 | 39.282451 | -86.636481 | 0 |
9,005 | 2020-06-23 18:51:10 | 4,586,260,469,584 | fraud_Dare, Casper and Bartoletti | kids_pets | 116.26 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | 876d575826ff7950809b5cc2ad950c2e | 1,372,013,470 | 40.739827 | -95.079313 | 0 |
9,006 | 2020-06-23 18:51:30 | 3,521,417,320,836,166 | fraud_Douglas-White | entertainment | 214.13 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | b57b95a9f205e3354843a7431d363c87 | 1,372,013,490 | 40.717083 | -86.379052 | 0 |
9,007 | 2020-06-23 18:51:42 | 4,426,075,337,087,318,500 | fraud_Beier and Sons | home | 122.14 | Kyle | James | M | 621 Smith Hollow Apt. 738 | Topeka | KS | 66,616 | 39.0645 | -95.6413 | 163,415 | Clinical cytogeneticist | 1975-06-25 | a547bd116636b412121287e78d488653 | 1,372,013,502 | 38.797764 | -96.240558 | 0 |
9,008 | 2020-06-23 18:51:44 | 4,149,635,823,017 | fraud_Bernhard, Grant and Langworth | shopping_pos | 1.63 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | fec6784ac729be53e8aea1a0cd6a88be | 1,372,013,504 | 33.244464 | -87.100815 | 0 |
9,009 | 2020-06-23 18:52:16 | 3,596,217,206,093,829 | fraud_Torp-Lemke | misc_pos | 45.65 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | b8bada1456529d659f419370aaf930b6 | 1,372,013,536 | 40.756856 | -91.336246 | 0 |
9,010 | 2020-06-23 18:52:34 | 4,708,992,452,821,239 | fraud_Kunze, Larkin and Mayert | travel | 7.79 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | f85ec29b15f51066c02429f1ce3e0931 | 1,372,013,554 | 36.405996 | -90.58403 | 0 |
9,011 | 2020-06-23 18:52:49 | 213,186,334,552,049 | fraud_Schaefer, Fay and Hilll | entertainment | 73.77 | Andrea | Perkins | F | 37426 Olson Villages | Irvine | PA | 16,329 | 41.8117 | -79.2643 | 528 | Chief Marketing Officer | 1972-09-13 | 0a0d7b021953dad69b02ca4ed9b02163 | 1,372,013,569 | 41.882842 | -79.09083 | 0 |
9,012 | 2020-06-23 18:53:08 | 4,836,998,673,805,450 | fraud_Bahringer, Osinski and Block | food_dining | 31.4 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 8db341220af776e7c46f9a5f89a8baea | 1,372,013,588 | 45.056909 | -85.368531 | 0 |
9,013 | 2020-06-23 18:53:15 | 30,026,790,933,302 | fraud_Pouros, Walker and Spencer | kids_pets | 55.17 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | 709d7855a6e10e0574becabd8d2ccc21 | 1,372,013,595 | 32.3265 | -91.72466 | 0 |
9,014 | 2020-06-23 18:53:19 | 4,277,232,699,798,846 | fraud_Lind-Buckridge | entertainment | 140.95 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | 3fa5e8c956c720082d105cdd33c6197c | 1,372,013,599 | 46.473065 | -104.068555 | 0 |
9,015 | 2020-06-23 18:53:34 | 36,722,699,017,270 | fraud_Okuneva, Schneider and Rau | shopping_pos | 4.69 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | e6b0ecc80826c45cf24b50898891959b | 1,372,013,614 | 33.988783 | -111.939831 | 0 |
9,016 | 2020-06-23 18:53:35 | 567,868,110,212 | fraud_Gislason Group | travel | 117.99 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 46e661a29f94bd0d57e4a6f56c1ef7f4 | 1,372,013,615 | 30.705193 | -96.347626 | 0 |
9,017 | 2020-06-23 18:53:42 | 343,464,013,864,032 | fraud_Conroy-Emard | food_dining | 99.96 | Jodi | Foster | F | 551 Zachary Freeway | Bailey | NC | 27,807 | 35.8072 | -78.0892 | 6,629 | Call centre manager | 1962-08-13 | c00fb5803d3e6c527347c22545e3dbf7 | 1,372,013,622 | 36.697349 | -78.581601 | 0 |
9,018 | 2020-06-23 18:54:02 | 4,302,475,216,404,898 | fraud_Haley, Batz and Auer | health_fitness | 9.86 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | f33ea08f9411df73ba51d57f47c555b1 | 1,372,013,642 | 43.514452 | -94.250289 | 0 |
9,019 | 2020-06-23 18:54:04 | 4,939,976,756,738,216 | fraud_Lynch-Mohr | travel | 6.4 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 7dfd5ded53c68e294a82036e17e17a98 | 1,372,013,644 | 27.036619 | -99.102165 | 0 |
9,020 | 2020-06-23 18:54:10 | 6,011,893,664,860,915 | fraud_Haag-Blanda | food_dining | 38.28 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 59a11944c0d2be1fd33780e8accc202e | 1,372,013,650 | 38.674024 | -104.802631 | 0 |
9,021 | 2020-06-23 18:54:16 | 3,590,736,522,064,285 | fraud_Hickle Group | shopping_pos | 447.7 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 4c861d9659ca8f261ad104125370fc8f | 1,372,013,656 | 33.844076 | -93.462959 | 0 |
9,022 | 2020-06-23 18:54:29 | 4,623,560,839,669 | fraud_Schuppe LLC | entertainment | 3.84 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | f49ea14030c0f1a0685454be6e23f13e | 1,372,013,669 | 43.035449 | -95.35016 | 0 |
9,023 | 2020-06-23 18:54:47 | 4,186,530,744,674 | fraud_Bahringer Group | health_fitness | 27.54 | Casey | Howell | F | 374 Christopher Ramp Suite 855 | Blackville | SC | 29,817 | 33.3645 | -81.2718 | 4,913 | Technical brewer | 1966-11-10 | fc38d98fb51e970aab4709083014312a | 1,372,013,687 | 33.658994 | -80.28595 | 0 |
9,024 | 2020-06-23 18:54:53 | 3,529,597,930,342,630 | fraud_Pouros, Walker and Spencer | kids_pets | 34.69 | Melissa | Rodriguez | F | 81708 Christopher Plaza | Jordanville | NY | 13,361 | 42.8948 | -74.8209 | 824 | Travel agency manager | 1985-09-01 | 1c1b5e768653be0b0fba2e5a0b89f62a | 1,372,013,693 | 42.113674 | -75.645533 | 0 |
9,025 | 2020-06-23 18:54:53 | 571,365,235,126 | fraud_Streich, Dietrich and Barton | shopping_net | 2.72 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 7f12e0e1ccf0eac9d3afe6e837026e0b | 1,372,013,693 | 44.203269 | -85.631161 | 0 |
9,026 | 2020-06-23 18:55:21 | 6,011,348,830,550,197 | fraud_Botsford and Sons | home | 26.42 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 425aad6c50a6a39c7fe50e3c8b346497 | 1,372,013,721 | 32.478422 | -86.145407 | 0 |
9,027 | 2020-06-23 18:56:06 | 36,722,699,017,270 | fraud_Stamm-Witting | shopping_net | 3.22 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | d36f65d6b47df23a415addf866c64368 | 1,372,013,766 | 34.002558 | -110.822384 | 0 |
9,028 | 2020-06-23 18:57:00 | 6,573,561,108,825,071 | fraud_Brown Inc | kids_pets | 138.43 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | 93b67d8fcc55006cbc90a206637d3a88 | 1,372,013,820 | 35.931398 | -95.067792 | 0 |
9,029 | 2020-06-23 18:57:19 | 38,580,485,618,059 | fraud_Jacobi Inc | health_fitness | 21.04 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | c6fd39a1e7afff5e4e6ba6d5d747f8e9 | 1,372,013,839 | 49.15988 | -102.859144 | 0 |
9,030 | 2020-06-23 18:58:31 | 30,371,006,069,917 | fraud_Crooks and Sons | personal_care | 15.96 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 26b31a92c9aea1f0cba480f11448248d | 1,372,013,911 | 38.898057 | -88.454745 | 0 |
9,031 | 2020-06-23 18:58:33 | 4,914,700,582,394,237 | fraud_Kub PLC | personal_care | 5.63 | John | Williams | M | 8929 Phillips Corners Suite 259 | Harmony | PA | 16,037 | 40.8496 | -80.1381 | 4,589 | Bookseller | 1956-05-01 | 51994db069c06e10a74cacc8ede95854 | 1,372,013,913 | 40.580139 | -79.554773 | 0 |
9,032 | 2020-06-23 18:59:02 | 30,560,609,640,617 | fraud_Reichel LLC | personal_care | 1.68 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | e99e8c18d01facae97e9349ec60eaf9f | 1,372,013,942 | 41.141942 | -91.130133 | 0 |
9,033 | 2020-06-23 18:59:03 | 60,422,928,733 | fraud_Fahey Inc | kids_pets | 94.46 | Jeffrey | Powers | M | 38352 Parrish Road Apt. 652 | North Augusta | SC | 29,860 | 33.6028 | -81.9748 | 46,944 | Secondary school teacher | 1942-04-02 | 0c1b12bdf1cbb55a714767860ad8c52f | 1,372,013,943 | 34.259896 | -82.622472 | 0 |
9,034 | 2020-06-23 18:59:21 | 342,319,985,983,023 | fraud_Gottlieb Group | kids_pets | 40.41 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 8fd2014f40df2eaa79cd19113c9d4583 | 1,372,013,961 | 42.743047 | -74.208407 | 0 |
9,035 | 2020-06-23 18:59:27 | 3,559,679,414,981,506 | fraud_Bernhard-Lesch | food_dining | 32.1 | Olivia | Stephenson | F | 292 Cassidy Oval | Lowville | NY | 13,367 | 43.7893 | -75.4156 | 8,830 | Theme park manager | 1991-03-29 | 40cf19fb9db62cc8667af5d21e357619 | 1,372,013,967 | 43.241815 | -76.404922 | 0 |
9,036 | 2020-06-23 19:00:43 | 3,535,808,924,394,848 | fraud_Lind-Buckridge | entertainment | 77.96 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | 79cbf83dccec0e5c4950551517ee233f | 1,372,014,043 | 40.350323 | -89.194831 | 0 |
9,037 | 2020-06-23 19:00:55 | 567,868,110,212 | fraud_Kirlin and Sons | personal_care | 8.85 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 3231dd92e21792c1ba29af325759bb51 | 1,372,014,055 | 28.969557 | -94.718543 | 0 |
9,038 | 2020-06-23 19:01:04 | 4,169,759,661,243,568 | fraud_Bode-Schuster | kids_pets | 12.94 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 6cdecf9f6b8efe265431a6cafdf4cfe0 | 1,372,014,064 | 40.244896 | -75.834344 | 0 |
9,039 | 2020-06-23 19:01:10 | 3,597,337,756,918,966 | fraud_Turner, Ziemann and Lehner | food_dining | 69.06 | 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 | 6cba9312bb87f3922d23b8b73ec08ab7 | 1,372,014,070 | 39.732947 | -76.917895 | 0 |
9,040 | 2020-06-23 19:01:52 | 6,011,724,471,098,086 | fraud_Volkman-Predovic | shopping_net | 5.04 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 8fb2f190adea19229b9f9a955087c9ed | 1,372,014,112 | 47.14229 | -118.325454 | 0 |
9,041 | 2020-06-23 19:02:22 | 3,587,960,728,692,500 | fraud_O'Keefe-Wisoky | food_dining | 20.35 | 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 | 020d3fec7e2d5b29136361e7c5a59b27 | 1,372,014,142 | 41.6635 | -95.925692 | 0 |
9,042 | 2020-06-23 19:02:24 | 5,580,563,567,307,107 | fraud_Prosacco, Kreiger and Kovacek | home | 73.85 | Stanley | Dickson | M | 078 Alex Fields | Smock | PA | 15,480 | 39.9961 | -79.7678 | 1,946 | Charity fundraiser | 1990-06-21 | bea04e6dfa07166bba2f1de19841afe0 | 1,372,014,144 | 39.438955 | -80.008106 | 0 |
9,043 | 2020-06-23 19:02:39 | 630,423,337,322 | fraud_Wiza LLC | misc_pos | 1.97 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 52bcbcf14298577a3a5c75c70877ea8e | 1,372,014,159 | 49.443701 | -118.755685 | 0 |
9,044 | 2020-06-23 19:02:57 | 180,084,576,295,055 | fraud_Haag-Blanda | food_dining | 15.06 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | 366ec00571670e19fad3c1836dc09a27 | 1,372,014,177 | 29.716156 | -97.251785 | 0 |
9,045 | 2020-06-23 19:02:58 | 4,469,777,115,158,235,000 | fraud_Hills-Boyer | personal_care | 3.93 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 1a693e1d9cf401b71c6a86c79d9c7110 | 1,372,014,178 | 42.367407 | -71.615339 | 0 |
9,046 | 2020-06-23 19:03:35 | 4,613,314,721,966 | fraud_Weimann-Lockman | kids_pets | 55.16 | Jason | Murphy | M | 542 Steve Curve Suite 011 | Collettsville | NC | 28,611 | 35.9946 | -81.7266 | 885 | Soil scientist | 1988-09-15 | 549d5dd60897e0c61e1378751a4703b8 | 1,372,014,215 | 35.457685 | -81.753467 | 0 |
9,047 | 2020-06-23 19:03:38 | 4,997,733,566,924,489 | fraud_Terry Ltd | home | 59.69 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 48bd20c6b762f7d6b792d318effc8789 | 1,372,014,218 | 45.511951 | -93.373085 | 0 |
9,048 | 2020-06-23 19:03:49 | 3,501,942,333,500,073 | fraud_Barton LLC | kids_pets | 5.13 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | 4fa6fa296d12aa34a3d33ba277537ea4 | 1,372,014,229 | 32.868395 | -112.18165 | 0 |
9,049 | 2020-06-23 19:04:12 | 3,528,407,217,576,457 | fraud_Quitzon-Goyette | home | 67.65 | Patricia | Leach | F | 71309 Martinez Stravenue | Kingsport | TN | 37,663 | 36.4715 | -82.4834 | 87,124 | Warden/ranger | 1987-02-14 | 42a011912ea386e93ca6e18623060c35 | 1,372,014,252 | 36.462468 | -83.013809 | 0 |
9,050 | 2020-06-23 19:04:12 | 4,503,101,193,493,053,000 | fraud_Armstrong, Walter and Gottlieb | food_dining | 91.97 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | 8e0662260a1c971812c65f0ae877ae1a | 1,372,014,252 | 28.716068 | -82.267071 | 0 |
9,051 | 2020-06-23 19:04:31 | 4,642,894,980,163 | fraud_Bode-Schuster | kids_pets | 3.59 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 76006f426bca3907146ae3f76a1fd484 | 1,372,014,271 | 39.874083 | -95.844969 | 0 |
9,052 | 2020-06-23 19:04:38 | 30,153,452,207,526 | fraud_McDermott, Osinski and Morar | home | 49.53 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | 069cbb8bc38403c386496cfdc1484e0c | 1,372,014,278 | 31.900986 | -98.660142 | 0 |
9,053 | 2020-06-23 19:04:39 | 180,040,027,502,291 | fraud_Medhurst Inc | home | 68.63 | Mary | Schmidt | F | 022 Moore Island | New York City | NY | 10,162 | 40.7699 | -73.9511 | 1,577,385 | Audiological scientist | 1957-12-29 | 618f44fd9bda8ade3da545b7c0b924e1 | 1,372,014,279 | 39.83042 | -73.905046 | 0 |
9,054 | 2020-06-23 19:05:03 | 6,593,250,708,747,804 | fraud_Kris-Kertzmann | travel | 1.28 | Melissa | Meza | F | 244 Abbott Parkway | Loxahatchee | FL | 33,470 | 26.7383 | -80.276 | 26,551 | Paramedic | 1977-01-04 | 9a2201bcea080ea33139bf215b54a5b8 | 1,372,014,303 | 27.613763 | -80.870603 | 0 |
9,055 | 2020-06-23 19:05:20 | 213,141,712,584,544 | fraud_Mohr Inc | shopping_pos | 147.01 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 93e4c430042c2c50ebf5638a815401d3 | 1,372,014,320 | 32.347305 | -89.622173 | 0 |
9,056 | 2020-06-23 19:06:02 | 345,933,964,507,467 | fraud_Barrows PLC | shopping_pos | 215.66 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 92755ceeb64da88d611c6d6d2c126f2e | 1,372,014,362 | 39.411086 | -75.620504 | 0 |
9,057 | 2020-06-23 19:06:08 | 3,513,618,443,244,549 | fraud_Morissette-Schaefer | personal_care | 3.02 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | 8414569bf035d6d9816cc60a0356ed18 | 1,372,014,368 | 43.259325 | -98.278954 | 0 |
9,058 | 2020-06-23 19:06:34 | 3,502,088,871,723,054 | fraud_Larson, Quitzon and Spencer | travel | 3.55 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 866831fcab357656eb963b8a54b57df3 | 1,372,014,394 | 38.569578 | -77.765007 | 0 |
9,059 | 2020-06-23 19:07:05 | 60,416,207,185 | fraud_Cartwright PLC | kids_pets | 6.17 | Mary | Diaz | F | 9886 Anita Drive | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Information systems manager | 1986-02-17 | a598e02ea52286020d54d7edf90adc24 | 1,372,014,425 | 42.309293 | -108.578285 | 0 |
9,060 | 2020-06-23 19:07:11 | 38,530,489,946,071 | fraud_Bernhard-Lesch | food_dining | 23.37 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | cd787c6f6d096c58a2a81253a98c09a5 | 1,372,014,431 | 34.224752 | -82.565663 | 0 |
9,061 | 2020-06-23 19:08:05 | 584,673,555,952 | fraud_Stark-Koss | home | 253.17 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | fbd5d6f1f01b11dc4b3a746d4b51deb1 | 1,372,014,485 | 47.162209 | -101.740272 | 0 |
9,062 | 2020-06-23 19:08:24 | 372,509,258,176,510 | fraud_Ullrich Ltd | kids_pets | 14.38 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 4fbd0effd3b51d76d003d5aaeea9c5c4 | 1,372,014,504 | 42.267035 | -82.918165 | 0 |
9,063 | 2020-06-23 19:09:08 | 2,291,163,933,867,244 | fraud_Gottlieb Group | kids_pets | 33.04 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | 153908231d18432fbe84d38843566465 | 1,372,014,548 | 33.822538 | -81.16703 | 0 |
9,064 | 2020-06-23 19:09:08 | 3,547,560,454,237,873 | fraud_Schaefer Ltd | kids_pets | 24.83 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | ea724f0bc1b9387b6d45a756f9cccd20 | 1,372,014,548 | 44.288483 | -86.270992 | 0 |
9,065 | 2020-06-23 19:09:16 | 180,094,419,304,907 | fraud_Friesen-Ortiz | personal_care | 74.57 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 64a99eac714e75ae36977cefa2ccbcbc | 1,372,014,556 | 33.318807 | -118.154872 | 0 |
9,066 | 2020-06-23 19:09:18 | 3,502,088,871,723,054 | fraud_Schaefer, Fay and Hilll | entertainment | 19.7 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | b1d6008f2cc053b2dea0f806278a6a09 | 1,372,014,558 | 38.919447 | -77.938186 | 0 |
9,067 | 2020-06-23 19:09:26 | 3,526,826,139,003,047 | fraud_Rolfson-Kunde | personal_care | 28.78 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | f7bad3c746333c4e054e5299af97098c | 1,372,014,566 | 43.402379 | -84.945325 | 0 |
9,068 | 2020-06-23 19:09:35 | 370,348,764,075,623 | fraud_O'Connell, Botsford and Hand | home | 52.86 | Christopher | Gomez | M | 950 Dunn Squares | Tickfaw | LA | 70,466 | 30.5668 | -90.482 | 8,512 | Accountant, chartered public finance | 1951-09-03 | a4b92fe06cb600b25460d5adabd6ebbc | 1,372,014,575 | 30.148156 | -90.289996 | 0 |
9,069 | 2020-06-23 19:09:43 | 30,596,478,689,301 | fraud_Champlin, Rolfson and Connelly | travel | 6.09 | Daniel | Graham | M | 28223 Ward Summit Apt. 664 | Arvada | CO | 80,005 | 39.8422 | -105.1097 | 122,111 | Hotel manager | 1987-05-23 | 5fcf4ac3b5e9425c4364291afbdd877a | 1,372,014,583 | 40.358225 | -104.509072 | 0 |
9,070 | 2020-06-23 19:09:51 | 4,900,628,639,996 | fraud_Yost, Schamberger and Windler | kids_pets | 30.6 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | f457f5ab760e7c42a60cb7bf2c7badd3 | 1,372,014,591 | 34.601781 | -117.505417 | 0 |
9,071 | 2020-06-23 19:09:59 | 630,451,534,402 | fraud_Botsford and Sons | home | 17.65 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 6ba355b79413bcac3f6d71df5195c06f | 1,372,014,599 | 45.769006 | -87.360774 | 0 |
9,072 | 2020-06-23 19:10:03 | 5,540,636,818,935,089 | fraud_Stamm-Rodriguez | misc_pos | 4.39 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 5b6d282805efe9cfb29ac20260800e55 | 1,372,014,603 | 43.063453 | -71.001621 | 0 |
9,073 | 2020-06-23 19:10:19 | 4,181,833,256,558,614,000 | fraud_Schroeder, Wolff and Hermiston | travel | 3.91 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 33d5b6a26e81ad541132e91c002810a4 | 1,372,014,619 | 36.499983 | -106.100445 | 0 |
9,074 | 2020-06-23 19:10:28 | 6,547,670,341,037,171 | fraud_Osinski Inc | personal_care | 1.54 | Bryce | Joseph | M | 148 Baker Field | Chester Heights | PA | 19,017 | 39.8839 | -75.4669 | 348 | Management consultant | 1945-05-05 | 7d02b1e71a1fd280fa9a9f1faada5e2c | 1,372,014,628 | 40.75 | -76.253354 | 0 |
9,075 | 2020-06-23 19:11:12 | 30,428,204,673,351 | fraud_Crooks and Sons | personal_care | 76.09 | Greg | Villarreal | M | 2851 Foster Shoals | Schaefferstown | PA | 17,088 | 40.3087 | -76.2963 | 823 | Gaffer | 1982-07-02 | 0ef7638aba8a27a99b5e9879c3def713 | 1,372,014,672 | 40.348684 | -77.173995 | 0 |
9,076 | 2020-06-23 19:11:14 | 4,158,758,517,677,931 | fraud_Schoen Ltd | kids_pets | 25.04 | Dawn | Cox | F | 193 Catherine Ways | Hills | MN | 56,138 | 43.5335 | -96.3645 | 899 | Data scientist | 1995-01-15 | f564051edddb7c78ef1dbf4d4810dfba | 1,372,014,674 | 43.999332 | -96.752615 | 0 |
9,077 | 2020-06-23 19:11:51 | 213,157,767,990,030 | fraud_Medhurst Inc | home | 139.7 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 3615d8382da847941100a9ee69bb3abb | 1,372,014,711 | 42.204818 | -108.678385 | 0 |
9,078 | 2020-06-23 19:12:14 | 374,656,033,243,756 | fraud_Mosciski, Ziemann and Farrell | shopping_net | 4.59 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 9ce2c48ab47c513e922f896f3f011caf | 1,372,014,734 | 38.03761 | -77.673489 | 0 |
9,079 | 2020-06-23 19:12:19 | 4,764,202,053,279,782 | fraud_Yost, Schamberger and Windler | kids_pets | 21.07 | Derek | Jones | M | 198 Candace Plaza | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Air cabin crew | 1981-01-06 | 4589dd1a77bd022baf36dd1d85cb72e5 | 1,372,014,739 | 41.63231 | -80.651963 | 0 |
9,080 | 2020-06-23 19:12:29 | 4,992,346,398,065,154,000 | fraud_Crooks and Sons | personal_care | 7.54 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | bf9a8eb2718324ae96dba51e268e74f1 | 1,372,014,749 | 41.237113 | -89.180884 | 0 |
9,081 | 2020-06-23 19:12:32 | 38,947,654,498,698 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 8.34 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | feac437af77fe2ffb066f01295263546 | 1,372,014,752 | 39.551531 | -82.296538 | 0 |
9,082 | 2020-06-23 19:12:44 | 4,653,879,239,169,997 | fraud_Bins-Tillman | entertainment | 8.04 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | 04807c1ad81e6e667d476df8edadbcdd | 1,372,014,764 | 36.096086 | -85.877232 | 0 |
9,083 | 2020-06-23 19:13:12 | 4,247,921,790,666 | fraud_Streich, Rolfson and Wilderman | kids_pets | 107.73 | Judith | Moss | F | 46297 Benjamin Plains Suite 703 | Washington Court House | OH | 43,160 | 39.537 | -83.455 | 22,305 | Television floor manager | 1939-03-09 | c2f9f0ae2af0d667f5da15e5e2ff61f7 | 1,372,014,792 | 39.379249 | -84.046687 | 0 |
9,084 | 2020-06-23 19:13:19 | 3,598,215,285,024,754 | fraud_White and Sons | home | 19.55 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 357eb58edee086123202d5fab246f96e | 1,372,014,799 | 40.806918 | -73.744875 | 0 |
9,085 | 2020-06-23 19:13:23 | 3,511,378,610,369,890 | fraud_Little, Gutmann and Lynch | shopping_net | 7.33 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 0ae5f8b833174ac4b09d6652230d81c2 | 1,372,014,803 | 34.455404 | -87.226081 | 0 |
9,086 | 2020-06-23 19:13:33 | 4,716,561,796,955,522 | fraud_Renner Ltd | home | 9.58 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 4c02a658c3bc037510f2578311b36bde | 1,372,014,813 | 48.78658 | -112.064153 | 0 |
9,087 | 2020-06-23 19:14:28 | 3,527,536,963,490,470 | fraud_Lang, Towne and Schuppe | kids_pets | 22.42 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | fd4deacdfa33a376de0652e524a1c804 | 1,372,014,868 | 33.746228 | -81.882659 | 0 |
9,088 | 2020-06-23 19:14:45 | 4,393,520,897,625 | fraud_Bahringer Group | health_fitness | 73.8 | Charles | Rodriguez | M | 240 Tracy Forges | Easton | KS | 66,020 | 39.3391 | -95.0999 | 1,442 | Air broker | 1982-05-20 | 933ba008c573eb8d4cb7e5fcca24167d | 1,372,014,885 | 38.56532 | -94.679596 | 0 |
9,089 | 2020-06-23 19:15:00 | 213,148,039,875,802 | fraud_Hirthe-Beier | health_fitness | 65.51 | Jill | Jacobs | F | 034 Kimberly Mountains | Brandon | FL | 33,510 | 27.9551 | -82.2966 | 79,613 | Environmental consultant | 1978-11-30 | 0ca16b287d545acbbbc9c40ee02754a6 | 1,372,014,900 | 28.090828 | -82.288784 | 0 |
9,090 | 2020-06-23 19:15:01 | 345,389,171,551,808 | fraud_Marvin-Lind | personal_care | 51.13 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | 162ed5054b12d570cdb45af87182e31a | 1,372,014,901 | 34.218856 | -89.179492 | 0 |
9,091 | 2020-06-23 19:15:37 | 4,904,681,492,230,012 | fraud_Kirlin and Sons | personal_care | 9.37 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 26b6bad5994c70de40383c14b536d836 | 1,372,014,937 | 42.430233 | -73.901505 | 0 |
9,092 | 2020-06-23 19:15:47 | 342,351,256,941,125 | fraud_Hettinger, McCullough and Fay | home | 46.96 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | 5a223cde8a7450dd689fbc0b3f3d6229 | 1,372,014,947 | 32.91102 | -82.8592 | 0 |
9,093 | 2020-06-23 19:16:12 | 3,560,797,065,840,735 | fraud_Denesik and Sons | shopping_pos | 5.98 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 437daa7676be348008a8a7142f6f588e | 1,372,014,972 | 47.086545 | -101.685489 | 0 |
9,094 | 2020-06-23 19:16:23 | 4,334,230,547,694,630 | fraud_Schiller, Blanda and Johnson | home | 9.71 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | 29840c147acb451df8c23a978039c272 | 1,372,014,983 | 42.839895 | -110.411329 | 0 |
9,095 | 2020-06-23 19:16:33 | 376,028,110,684,021 | fraud_Berge, Kautzer and Harris | personal_care | 73.63 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | 3382e4f641f2a0bf95b7af74a3ae46ba | 1,372,014,993 | 40.391055 | -93.890793 | 0 |
9,096 | 2020-06-23 19:17:04 | 343,746,486,082,492 | fraud_Collier LLC | home | 132.33 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | 5e2577a76daf97eda7f398e2e16dc58a | 1,372,015,024 | 45.694363 | -86.019431 | 0 |
9,097 | 2020-06-23 19:17:38 | 4,658,490,815,480,264 | fraud_McDermott, Osinski and Morar | home | 39.16 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 66c24ad5e5cab522ab56f51051292de5 | 1,372,015,058 | 40.35386 | -79.432012 | 0 |
9,098 | 2020-06-23 19:17:47 | 6,011,109,736,646,996 | fraud_Jakubowski Group | food_dining | 158.69 | 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 | 672359e498f0ab0eab9fc790ae818ffd | 1,372,015,067 | 34.661553 | -77.815398 | 0 |
9,099 | 2020-06-23 19:18:11 | 4,099,707,841,315,751 | fraud_Kozey-McDermott | travel | 3.42 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | bebd15165221d8bed4e5ae6f4ff407d3 | 1,372,015,091 | 37.554422 | -78.046155 | 0 |
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