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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8,100 | 2020-06-23 14:37:06 | 3,502,088,871,723,054 | fraud_Howe Ltd | misc_pos | 5.56 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 48be75f24219e59d7ab01ee1ba75beed | 1,371,998,226 | 38.354104 | -76.475949 | 0 |
8,101 | 2020-06-23 14:37:34 | 4,810,789,809,665,943,000 | fraud_Schiller, Blanda and Johnson | home | 106.24 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | ba543d25c7dd6f456d64119f4496b7f1 | 1,371,998,254 | 39.919441 | -83.54796 | 0 |
8,102 | 2020-06-23 14:37:38 | 630,451,534,402 | fraud_Mayert Group | shopping_pos | 196.34 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | ff8caefe90add6047611e97a71d394bb | 1,371,998,258 | 46.716537 | -86.613391 | 0 |
8,103 | 2020-06-23 14:37:46 | 3,566,094,707,272,327 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 1.82 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 33062bb03b44430856c885ac3a45d234 | 1,371,998,266 | 34.0448 | -117.847514 | 0 |
8,104 | 2020-06-23 14:38:26 | 4,855,488,158,131,690,000 | fraud_Reichel Inc | entertainment | 90.42 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | 2aa8c0c118f6450dfbade4706b6f70ce | 1,371,998,306 | 44.503032 | -73.205424 | 0 |
8,105 | 2020-06-23 14:38:29 | 30,570,197,515,105 | fraud_Morissette-Schaefer | personal_care | 29.62 | Vincent | Cain | M | 64851 Cole Turnpike | Hartford | AL | 36,344 | 31.086 | -85.7192 | 5,732 | Jewellery designer | 1945-12-07 | 047590edd6bce5044324190d625b49ef | 1,371,998,309 | 31.191143 | -86.286773 | 0 |
8,106 | 2020-06-23 14:39:05 | 3,575,789,281,659,026 | fraud_Torp-Lemke | misc_pos | 1.46 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | b97985388f4b6e2baef34437865374d1 | 1,371,998,345 | 38.585333 | -94.621157 | 0 |
8,107 | 2020-06-23 14:39:41 | 3,543,299,015,720,986 | fraud_Mosciski Group | travel | 9.88 | Angela | White | F | 137 Adam Dale | Lebanon | VA | 24,266 | 36.8809 | -82.0956 | 9,521 | Teacher, English as a foreign language | 1977-10-19 | bc7fb337f1b1f049d378d6f21668919a | 1,371,998,381 | 36.705046 | -82.912356 | 0 |
8,108 | 2020-06-23 14:39:42 | 565,399,283,797 | fraud_Zboncak Ltd | food_dining | 61.9 | Anthony | Allen | M | 6993 Carr Lodge Apt. 311 | Jordan Valley | OR | 97,910 | 42.8801 | -117.281 | 641 | Economist | 1993-11-24 | 90ca1f9706edaf4a9c1c9b4adf96bf67 | 1,371,998,382 | 42.406862 | -117.592232 | 0 |
8,109 | 2020-06-23 14:39:44 | 4,841,313,716,651,064 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 76.37 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | ca5edc4e27b0ea013e1c9d40c67ed8de | 1,371,998,384 | 43.736875 | -72.157664 | 0 |
8,110 | 2020-06-23 14:39:57 | 3,517,814,635,263,522 | fraud_Nienow, Barrows and Romaguera | personal_care | 7.87 | William | Cannon | M | 43809 Kenneth Circles Suite 152 | Union | WV | 24,983 | 37.5802 | -80.5248 | 2,443 | Chartered public finance accountant | 1941-10-16 | 29dddd130d9031c6d571e7af6a6aa4a8 | 1,371,998,397 | 37.456277 | -79.987239 | 0 |
8,111 | 2020-06-23 14:40:20 | 4,855,488,158,131,690,000 | fraud_Renner Ltd | home | 81.1 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | 20a5eb058013dd81082786dea52c1ef0 | 1,371,998,420 | 44.303036 | -72.073978 | 0 |
8,112 | 2020-06-23 14:40:35 | 6,011,934,240,159,560 | fraud_Lowe, Dietrich and Erdman | kids_pets | 61.21 | Joshua | Cohen | M | 426 Mark Ports | Brooklin | ME | 4,616 | 44.2541 | -68.5565 | 824 | Loss adjuster, chartered | 1974-11-02 | e8ce9cff1584e49cad6f21f4bf70b5f6 | 1,371,998,435 | 44.883759 | -68.100458 | 0 |
8,113 | 2020-06-23 14:40:55 | 3,586,008,444,788,268 | fraud_Stark-Batz | entertainment | 255.35 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 61f9c77f50c5c2ebcaa9a8324344809c | 1,371,998,455 | 46.866517 | -122.247684 | 0 |
8,114 | 2020-06-23 14:41:17 | 4,149,635,823,017 | fraud_Bins-Howell | personal_care | 25.49 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 32f5c36cf67fa4fa70272224a97d0159 | 1,371,998,477 | 34.31353 | -87.029714 | 0 |
8,115 | 2020-06-23 14:41:31 | 4,464,457,352,619 | fraud_Schmidt-Larkin | home | 10.59 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | a3b18fdcad8027dd8e9cd1bee27911ee | 1,371,998,491 | 30.00492 | -85.501929 | 0 |
8,116 | 2020-06-23 14:41:32 | 4,497,451,418,073,897,000 | fraud_Gaylord-Powlowski | home | 24.74 | Elizabeth | Glover | F | 246 Stewart Green Suite 149 | West Monroe | LA | 71,291 | 32.5317 | -92.176 | 54,185 | Radiographer, diagnostic | 1992-11-20 | 680c28aa7607f2dbde41cf54dc616b55 | 1,371,998,492 | 31.935071 | -92.83699 | 0 |
8,117 | 2020-06-23 14:41:37 | 4,836,998,673,805,450 | fraud_Parker-Kunde | personal_care | 84.51 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 64ddf1ee7e7d5c50ca16a6f79e1453b5 | 1,371,998,497 | 45.283642 | -85.345965 | 0 |
8,118 | 2020-06-23 14:42:50 | 4,586,810,168,620,942 | fraud_Leannon-Nikolaus | travel | 4.25 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 3487eca7f453e1afb4982bcf0c76b6be | 1,371,998,570 | 32.450169 | -80.638778 | 0 |
8,119 | 2020-06-23 14:42:54 | 3,591,919,803,438,423 | fraud_Goldner-Lemke | entertainment | 45.95 | Brian | Williams | M | 32941 Krystal Mill Apt. 552 | Titusville | FL | 32,780 | 28.5697 | -80.8191 | 54,767 | Set designer | 1987-07-25 | 4153e81316507972b532fefff0f07256 | 1,371,998,574 | 27.812562 | -81.394094 | 0 |
8,120 | 2020-06-23 14:43:20 | 6,011,724,471,098,086 | fraud_Botsford Ltd | shopping_pos | 1.75 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 02f868d71d6eba48363e2b9445473877 | 1,371,998,600 | 46.821372 | -117.987058 | 0 |
8,121 | 2020-06-23 14:44:19 | 376,262,134,119,629 | fraud_White and Sons | home | 81.38 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | 2f132a2e6e8689686d7da8d56cca1044 | 1,371,998,659 | 28.249807 | -81.082018 | 0 |
8,122 | 2020-06-23 14:44:43 | 4,610,050,989,831,291 | fraud_Morissette LLC | entertainment | 73.44 | James | Lynch | M | 5155 Mary Common Apt. 927 | Utica | PA | 16,362 | 41.4798 | -79.9403 | 1,102 | Garment/textile technologist | 1989-07-08 | 44082fbfc9f0a2a7c3d4f239b00d33e6 | 1,371,998,683 | 41.80783 | -80.486709 | 0 |
8,123 | 2020-06-23 14:44:51 | 3,575,789,281,659,026 | fraud_McKenzie-Huels | food_dining | 5.2 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | b179687f90d8a3692f5815b01f1d2514 | 1,371,998,691 | 39.354742 | -94.239843 | 0 |
8,124 | 2020-06-23 14:44:54 | 4,651,007,077,623,147 | fraud_Jakubowski Group | food_dining | 20.93 | Andrea | Lewis | F | 43075 Cohen Shoals | Ashford | WA | 98,304 | 46.7531 | -121.9898 | 759 | Video editor | 1956-09-14 | b5ccefede319390483cc62664a589012 | 1,371,998,694 | 46.408937 | -122.891916 | 0 |
8,125 | 2020-06-23 14:45:32 | 4,906,628,655,840,914,000 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 23.03 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | ec66e5591a27bb10e6961251ac2a42be | 1,371,998,732 | 24.666762 | -80.548523 | 0 |
8,126 | 2020-06-23 14:45:38 | 345,832,460,465,610 | fraud_Cole, Hills and Jewess | home | 22.38 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | 75eb45a0af8135e3efc571f4c4410114 | 1,371,998,738 | 39.065387 | -76.752102 | 0 |
8,127 | 2020-06-23 14:45:55 | 3,535,808,924,394,848 | fraud_McKenzie-Huels | food_dining | 64.99 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | 7d2448ddd11b895c6f06d39be73350f3 | 1,371,998,755 | 40.37097 | -88.501559 | 0 |
8,128 | 2020-06-23 14:46:12 | 6,011,860,238,257,910 | fraud_Padberg-Sauer | home | 61.92 | Lisa | Mendez | F | 44259 Beth Station Suite 215 | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Programme researcher, broadcasting/film/video | 1952-07-06 | 42bb3979e156f337ac0473d15d6400bb | 1,371,998,772 | 36.414045 | -97.114428 | 0 |
8,129 | 2020-06-23 14:46:23 | 4,900,628,639,996 | fraud_Goyette-Herzog | travel | 2.74 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | e4af129608bb1c723277229adbd0f3d8 | 1,371,998,783 | 34.381664 | -117.486031 | 0 |
8,130 | 2020-06-23 14:46:28 | 4,917,187,576,956,394 | fraud_Hills, Hegmann and Schaefer | health_fitness | 14.74 | Joel | Rivera | M | 121 Solis Summit Apt. 934 | Tryon | OK | 74,875 | 35.8759 | -96.9623 | 1,165 | Psychotherapist, child | 1944-11-11 | 91e6fe13ed68b100fda855c2156e83d4 | 1,371,998,788 | 35.975727 | -96.230732 | 0 |
8,131 | 2020-06-23 14:46:46 | 30,238,755,902,988 | fraud_Klocko LLC | misc_net | 24.51 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | de28d7eabdfdbfe3fc5cb8299078a142 | 1,371,998,806 | 29.681585 | -96.900899 | 0 |
8,132 | 2020-06-23 14:46:48 | 6,515,067,575,568,369 | fraud_Kihn-Schuster | food_dining | 24.01 | Kevin | Pena | M | 2674 Bentley Radial | Damascus | VA | 24,236 | 36.6403 | -81.7776 | 3,085 | Land/geomatics surveyor | 1990-10-15 | c50ce08a3eb0ad3ea97a4a419871c5e6 | 1,371,998,808 | 37.114917 | -82.007294 | 0 |
8,133 | 2020-06-23 14:46:59 | 3,573,386,445,588,324 | fraud_Dare-Marvin | entertainment | 63.46 | Stephanie | Murphy | F | 526 Stacy Walks | Barnard | SD | 57,426 | 45.7205 | -98.5534 | 63 | Systems developer | 1969-10-30 | 72c8854ecff02a6aeb3916a5a0b946e4 | 1,371,998,819 | 44.92707 | -97.667662 | 0 |
8,134 | 2020-06-23 14:47:19 | 3,551,217,896,304,745 | fraud_Labadie LLC | personal_care | 11.84 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | 8620a8c481c900d6a1febb2f44209bd7 | 1,371,998,839 | 43.511655 | -75.482481 | 0 |
8,135 | 2020-06-23 14:47:32 | 6,538,441,737,335,434 | fraud_Graham and Sons | health_fitness | 2.23 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 84fceebb049da2eb8da3b39e7d8866a1 | 1,371,998,852 | 41.074608 | -79.590167 | 0 |
8,136 | 2020-06-23 14:47:58 | 6,011,681,934,117,244 | fraud_Hammes-Beatty | kids_pets | 32.67 | Kaitlyn | Newman | F | 098 Stewart Hill | Slayden | TN | 37,165 | 36.2835 | -87.4581 | 70 | Prison officer | 1956-06-22 | 321cffc630f807747aa5380ba1e017a4 | 1,371,998,878 | 35.684531 | -87.920425 | 0 |
8,137 | 2020-06-23 14:48:18 | 30,238,755,902,988 | fraud_Feil-Morar | health_fitness | 5.34 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | f2d1e0c7681ea0c39e8141f3383c23d3 | 1,371,998,898 | 30.878838 | -96.957378 | 0 |
8,138 | 2020-06-23 14:48:22 | 630,451,534,402 | fraud_Hodkiewicz, Prohaska and Paucek | travel | 2.49 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 8df5fe0be0f6ab4cc2f476aea214c7e1 | 1,371,998,902 | 46.437812 | -87.416261 | 0 |
8,139 | 2020-06-23 14:49:04 | 630,423,337,322 | fraud_Thiel PLC | misc_pos | 8.99 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 026691f62cccbbb37432a90dbf78311b | 1,371,998,944 | 48.670809 | -118.951046 | 0 |
8,140 | 2020-06-23 14:49:05 | 4,810,839,835,482,794,000 | fraud_Kunze, Larkin and Mayert | travel | 8.83 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | a5b99f12c62574634363df8fa7c39c1f | 1,371,998,945 | 37.665715 | -94.479216 | 0 |
8,141 | 2020-06-23 14:49:22 | 4,760,122,961,662 | fraud_Fahey Inc | kids_pets | 112.01 | Robert | Jordan | M | 4602 Lopez Glens Suite 900 | Arcadia | OH | 44,804 | 41.1116 | -83.502 | 1,202 | Curator | 1933-03-01 | 457d563d3bef0b4a0d334b2ba05f2b76 | 1,371,998,962 | 40.437341 | -83.618342 | 0 |
8,142 | 2020-06-23 14:49:46 | 30,371,006,069,917 | fraud_Terry Ltd | home | 39.36 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 7efe5a294832c94f325c01bdb8e65e4f | 1,371,998,986 | 37.875163 | -89.652879 | 0 |
8,143 | 2020-06-23 14:50:00 | 375,848,982,312,810 | fraud_Berge-Hills | kids_pets | 29.66 | Dale | Smith | M | 25036 Contreras Turnpike Suite 270 | Purmela | TX | 76,566 | 31.4841 | -97.9903 | 258 | Web designer | 1943-12-15 | c72875fc64d90cc0bd062a2581dafe1c | 1,371,999,000 | 31.06525 | -98.390339 | 0 |
8,144 | 2020-06-23 14:50:02 | 4,500,002,361,389 | fraud_Jast and Sons | food_dining | 57.86 | Joseph | Nixon | M | 86882 Desiree Camp Suite 047 | Tyaskin | MD | 21,865 | 38.2833 | -75.8465 | 470 | Music tutor | 1965-04-07 | 174d5b1fdccbae5bc46a5c4dc3ab6907 | 1,371,999,002 | 38.094307 | -75.100627 | 0 |
8,145 | 2020-06-23 14:50:37 | 2,254,799,658,404,120 | fraud_Zboncak Ltd | food_dining | 51.17 | Barbara | Nelson | F | 7337 Browning Falls Suite 027 | Valdosta | GA | 31,605 | 30.946 | -83.2474 | 94,325 | Educational psychologist | 1987-09-08 | b8edfaf4fbec1a69d02d60139beff72d | 1,371,999,037 | 30.681815 | -84.154037 | 0 |
8,146 | 2020-06-23 14:50:42 | 180,069,253,480,336 | fraud_Renner Ltd | home | 53.76 | William | Hunter | M | 5036 Victoria Ports Suite 249 | Emporium | PA | 15,834 | 41.5177 | -78.2536 | 4,533 | Public affairs consultant | 1969-11-01 | e3c0b6094b3bffb91f4cbf6c2b53456f | 1,371,999,042 | 41.454919 | -77.325483 | 0 |
8,147 | 2020-06-23 14:50:52 | 6,011,504,998,544,485 | fraud_O'Connell, Botsford and Hand | home | 47.19 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 4db3644a538379299966477cb1e783e2 | 1,371,999,052 | 32.224364 | -86.585867 | 0 |
8,148 | 2020-06-23 14:51:12 | 3,592,931,352,252,641 | fraud_Cartwright PLC | kids_pets | 15.69 | Dylan | Garcia | M | 923 Jordan Road | Afton | MN | 55,001 | 44.8696 | -92.8234 | 2,916 | Barrister's clerk | 1935-06-29 | e1995c09720cae0cbc1f48e106601fd1 | 1,371,999,072 | 45.85792 | -92.997401 | 0 |
8,149 | 2020-06-23 14:52:16 | 3,540,210,836,308,425 | fraud_Thiel-Thiel | entertainment | 76.01 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | cfbb53815fc0519f0bb26107549753c0 | 1,371,999,136 | 33.933215 | -102.346083 | 0 |
8,150 | 2020-06-23 14:52:39 | 4,792,627,764,422,478,000 | fraud_Marvin-Lind | personal_care | 43.08 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 17364e864a59999571b4ff1a966d6b39 | 1,371,999,159 | 39.828174 | -95.431567 | 0 |
8,151 | 2020-06-23 14:53:23 | 3,551,217,896,304,745 | fraud_Auer-West | shopping_net | 2.73 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | 0b819f4baf1db5ca0925ec6a430ce42b | 1,371,999,203 | 44.609344 | -75.401292 | 0 |
8,152 | 2020-06-23 14:53:33 | 213,148,039,875,802 | fraud_Sporer-Keebler | personal_care | 29.43 | Jill | Jacobs | F | 034 Kimberly Mountains | Brandon | FL | 33,510 | 27.9551 | -82.2966 | 79,613 | Environmental consultant | 1978-11-30 | 3f738f90d93ec77aa071c7a762cb4548 | 1,371,999,213 | 27.032654 | -82.657003 | 0 |
8,153 | 2020-06-23 14:53:42 | 4,981,132,848,794 | fraud_Jerde-Hermann | travel | 7.9 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 7d902945e1d1b1278f7bc0250e8e62bc | 1,371,999,222 | 40.159692 | -81.508871 | 0 |
8,154 | 2020-06-23 14:53:47 | 3,518,234,918,950,662 | fraud_Mante, Luettgen and Hackett | health_fitness | 64.19 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 0417bd864ac4fa212f2b0dd161cf6117 | 1,371,999,227 | 33.276614 | -95.987975 | 0 |
8,155 | 2020-06-23 14:53:55 | 180,065,479,077,096 | fraud_Greenholt Ltd | health_fitness | 42.35 | Krystal | Gamble | F | 47152 Clayton Burg | Manchester | MD | 21,102 | 39.6747 | -76.8941 | 11,751 | Clinical research associate | 1964-02-15 | be9ec7b9ff7becf2d8a480b189db203a | 1,371,999,235 | 40.082116 | -77.318044 | 0 |
8,156 | 2020-06-23 14:54:36 | 30,328,384,440,870 | fraud_Emmerich-Rau | personal_care | 101.07 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | e84949dc4f12dd40734807149683d6fa | 1,371,999,276 | 39.739635 | -93.617514 | 0 |
8,157 | 2020-06-23 14:54:36 | 374,656,033,243,756 | fraud_Wuckert, Wintheiser and Friesen | home | 69.41 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 76c399c73e8190bb01bd0009457ab582 | 1,371,999,276 | 39.074939 | -76.463947 | 0 |
8,158 | 2020-06-23 14:54:48 | 4,586,260,469,584 | fraud_Daugherty-Thompson | food_dining | 52.35 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | 4e0cc7750d45c11189455321ed33a3b3 | 1,371,999,288 | 40.470685 | -94.260843 | 0 |
8,159 | 2020-06-23 14:54:52 | 3,576,431,665,303,017 | fraud_Berge-Ullrich | home | 30.26 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | c95f0b808785a783c85174ca12b07680 | 1,371,999,292 | 34.210032 | -111.66988 | 0 |
8,160 | 2020-06-23 14:55:01 | 3,573,386,445,588,324 | fraud_Nolan-Williamson | kids_pets | 34.67 | Stephanie | Murphy | F | 526 Stacy Walks | Barnard | SD | 57,426 | 45.7205 | -98.5534 | 63 | Systems developer | 1969-10-30 | 95e558f93f54d80b0fa63767c2e0b792 | 1,371,999,301 | 45.1247 | -97.645128 | 0 |
8,161 | 2020-06-23 14:55:23 | 2,720,012,583,106,919 | fraud_Konopelski, Schneider and Hartmann | food_dining | 76.24 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | 8e2b60c04b31779e882d51d978a14bf3 | 1,371,999,323 | 44.094732 | -103.445131 | 0 |
8,162 | 2020-06-23 14:55:23 | 6,501,313,409,525,696 | fraud_Ankunding-Carroll | travel | 9.34 | Carrie | Lewis | F | 28925 Powell Mountains Apt. 762 | Pecos | TX | 79,772 | 31.4467 | -103.5791 | 12,747 | Merchandiser, retail | 1987-05-05 | 43055fc988b826b118904e60c3510086 | 1,371,999,323 | 31.945737 | -103.784276 | 0 |
8,163 | 2020-06-23 14:55:35 | 4,102,003,771,126,577,700 | fraud_Larkin, Stracke and Greenfelder | entertainment | 51.31 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | 11f5bbfe3b90fd43fa661f1c5c57297b | 1,371,999,335 | 33.095766 | -97.318813 | 0 |
8,164 | 2020-06-23 14:56:00 | 30,248,898,834,493 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 42.6 | Michael | Rodriguez | M | 172 Paula Inlet Apt. 650 | Cross Plains | TX | 76,443 | 32.1482 | -99.1872 | 1,897 | Chief Operating Officer | 1953-04-19 | 74d4ab8b0c672e902be1985dcacb5dd6 | 1,371,999,360 | 32.55181 | -98.215106 | 0 |
8,165 | 2020-06-23 14:56:48 | 341,546,199,006,537 | fraud_Waelchi Inc | kids_pets | 27.41 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 1cc12a68a0009c2463722558f124d308 | 1,371,999,408 | 64.782727 | -165.671377 | 0 |
8,166 | 2020-06-23 14:57:15 | 4,092,452,671,396,169,700 | fraud_Heller PLC | health_fitness | 28.33 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | 71f053f0901a162f0cee28ce28dd0b10 | 1,371,999,435 | 34.569781 | -79.253886 | 0 |
8,167 | 2020-06-23 14:57:28 | 371,009,169,330,125 | fraud_Ullrich Ltd | kids_pets | 34.9 | 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 | 145d66729b5d40bcb172d52fd7ac9faa | 1,371,999,448 | 30.656058 | -83.440207 | 0 |
8,168 | 2020-06-23 14:57:31 | 344,342,339,068,828 | fraud_Rippin-VonRueden | health_fitness | 1.51 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | bb049c9ec4693cf337023d3c6c761051 | 1,371,999,451 | 32.204136 | -82.055863 | 0 |
8,169 | 2020-06-23 14:57:39 | 213,161,869,125,933 | fraud_Schuppe LLC | entertainment | 54.93 | Monica | Lane | F | 3270 Scott Islands | East Andover | ME | 4,226 | 44.6084 | -70.6993 | 190 | Animal nutritionist | 1970-04-17 | d4ac0b43255cf2b8fe6bda0da055a963 | 1,371,999,459 | 44.756975 | -71.241836 | 0 |
8,170 | 2020-06-23 14:57:55 | 6,011,360,759,745,864 | fraud_Reinger, Weissnat and Strosin | food_dining | 85.78 | Steven | Williams | M | 231 Flores Pass Suite 720 | Edinburg | VA | 22,824 | 38.8432 | -78.6003 | 6,018 | Designer, multimedia | 1947-08-21 | 43d1a0e9644feca6b02c94d80bd0a6d1 | 1,371,999,475 | 39.004532 | -78.203572 | 0 |
8,171 | 2020-06-23 14:58:06 | 213,157,767,990,030 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 2.56 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 6b2de58f911f8e58f75a8bd740cf5e18 | 1,371,999,486 | 41.957232 | -109.995679 | 0 |
8,172 | 2020-06-23 14:58:13 | 4,488,941,175,228,467 | fraud_Kihn, Brakus and Goyette | personal_care | 17.01 | Jacqueline | Washington | F | 138 Stephen Ridges Apt. 978 | Umatilla | FL | 32,784 | 28.9254 | -81.6801 | 11,432 | Private music teacher | 1986-03-31 | 4917af24d55b7c1c447eb67ed60bdb37 | 1,371,999,493 | 27.995181 | -81.652031 | 0 |
8,173 | 2020-06-23 14:58:44 | 345,389,171,551,808 | fraud_Gaylord-Powlowski | home | 64.88 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | e7238a635b9b80dc8d4fef531bd9fb3f | 1,371,999,524 | 34.456489 | -89.982057 | 0 |
8,174 | 2020-06-23 14:58:59 | 4,939,976,756,738,216 | fraud_Eichmann-Kilback | home | 82.91 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | cc69e5944ce16956c4a463d6317a846a | 1,371,999,539 | 27.342051 | -98.96954 | 0 |
8,175 | 2020-06-23 14:58:59 | 372,520,049,757,633 | fraud_Waelchi Inc | kids_pets | 116.85 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | d25bc00ec6873639dabefa9020381f6d | 1,371,999,539 | 47.914886 | -93.87345 | 0 |
8,176 | 2020-06-23 14:59:04 | 180,067,784,565,096 | fraud_Romaguera, Wehner and Tromp | kids_pets | 11.96 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | f3394328f5fc9a1923be3529bd670aef | 1,371,999,544 | 42.524723 | -88.750043 | 0 |
8,177 | 2020-06-23 14:59:11 | 4,998,109,455,173,950 | fraud_Bednar PLC | kids_pets | 49.23 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 3f5958a2563ebc1e6acd1fde76248f74 | 1,371,999,551 | 39.538456 | -93.937225 | 0 |
8,178 | 2020-06-23 14:59:47 | 3,564,182,536,169,293 | fraud_Bechtelar-Rippin | food_dining | 5.31 | Brenda | Johnson | F | 56160 Nicholas Isle | Norwich | OH | 43,767 | 39.9934 | -81.8024 | 1,443 | Research scientist (medical) | 1962-03-04 | e7dfcbd18aaddad1d746a3c924f868b1 | 1,371,999,587 | 40.737173 | -81.47906 | 0 |
8,179 | 2020-06-23 15:00:00 | 4,104,312,520,615,374 | fraud_Hyatt, Russel and Gleichner | health_fitness | 62.38 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 88c295105f8bed97acd1c6c8c5d19aeb | 1,371,999,600 | 34.082792 | -115.733617 | 0 |
8,180 | 2020-06-23 15:00:02 | 4,223,708,906,367,574,000 | fraud_Cummerata-Hilpert | entertainment | 73.24 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | a1af6f74fa8945aa1223bf0c5f303625 | 1,371,999,602 | 39.570875 | -83.925932 | 0 |
8,181 | 2020-06-23 15:00:28 | 6,011,504,998,544,485 | fraud_Kihn Inc | shopping_pos | 5.52 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | d756f0bb29b2e09b0f016245100ddfc2 | 1,371,999,628 | 32.653858 | -87.424538 | 0 |
8,182 | 2020-06-23 15:00:44 | 6,502,195,877,055,606 | fraud_Shields-Wunsch | health_fitness | 75.49 | Nathan | Byrd | M | 155 Gregory Mount Suite 791 | Red Cliff | CO | 81,649 | 39.4584 | -106.3851 | 277 | Human resources officer | 1985-04-03 | f756f9622b1eba5c7925c748ecac48bc | 1,371,999,644 | 40.311566 | -107.128004 | 0 |
8,183 | 2020-06-23 15:01:00 | 4,469,777,115,158,235,000 | fraud_Grimes LLC | entertainment | 222.1 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | de0df1e0ea04b17efb8789781d810d46 | 1,371,999,660 | 43.048728 | -72.141875 | 0 |
8,184 | 2020-06-23 15:01:22 | 38,052,002,992,326 | fraud_Konopelski, Schneider and Hartmann | food_dining | 71.02 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | 19ce5b5cf5499c578f5209a219c8f931 | 1,371,999,682 | 30.518769 | -94.830411 | 0 |
8,185 | 2020-06-23 15:01:54 | 3,508,104,404,056,005 | fraud_Zboncak LLC | food_dining | 4.98 | Michael | Fisher | M | 401 Escobar Port | East Troy | WI | 53,120 | 42.8035 | -88.4092 | 9,679 | Engineer, production | 1991-04-11 | 5e701d539271b36f52862bdaf93772fb | 1,371,999,714 | 42.867864 | -88.540951 | 0 |
8,186 | 2020-06-23 15:02:09 | 4,503,101,193,493,053,000 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 3.93 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | bbfc7a9cf6aaaf121cda03c651fb3ca3 | 1,371,999,729 | 27.669269 | -82.385629 | 0 |
8,187 | 2020-06-23 15:02:13 | 4,155,021,259,183,870 | fraud_Lakin, Ferry and Beatty | food_dining | 9.36 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | aaafa1f119ec0795e2fac34c2fdafc28 | 1,371,999,733 | 35.004926 | -99.588292 | 0 |
8,188 | 2020-06-23 15:03:20 | 2,264,937,662,466,770 | fraud_Moore, Williamson and Emmerich | home | 3.05 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 7c7a5240d6931bff24ea3e5b3b845e9e | 1,371,999,800 | 29.988611 | -98.522909 | 0 |
8,189 | 2020-06-23 15:03:24 | 376,445,266,762,684 | fraud_Berge-Ullrich | home | 205.54 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 7289b0e82a94c0c3cdd4f2293b2e491f | 1,371,999,804 | 41.345552 | -100.495678 | 0 |
8,190 | 2020-06-23 15:03:25 | 3,582,754,887,089,201 | fraud_Dare, Casper and Bartoletti | kids_pets | 163.44 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 4ddcd9e1b531c4b95155dafc4f17c1cf | 1,371,999,805 | 34.327161 | -94.030001 | 0 |
8,191 | 2020-06-23 15:03:26 | 4,926,376,199,189,801 | fraud_Hahn, Douglas and Schowalter | travel | 6.09 | Claire | Davis | F | 83685 Matthew Center Suite 870 | Cherokee Village | AR | 72,529 | 36.3011 | -91.5281 | 4,726 | Pharmacologist | 1977-06-07 | ff8a26d78b0908a8a83cdf8543b689cc | 1,371,999,806 | 36.026742 | -92.216063 | 0 |
8,192 | 2020-06-23 15:03:41 | 4,939,976,756,738,216 | fraud_Weber, Thiel and Hammes | kids_pets | 197.45 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 7532bca48bfaa3d1b032abf52e2dcf2b | 1,371,999,821 | 26.706869 | -98.517246 | 0 |
8,193 | 2020-06-23 15:03:49 | 630,451,534,402 | fraud_Connelly-Carter | home | 63.36 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 79fb1139adbe3422c4b8eeba0a082d56 | 1,371,999,829 | 45.67974 | -86.820021 | 0 |
8,194 | 2020-06-23 15:03:53 | 6,011,348,830,550,197 | fraud_Welch, Rath and Koepp | entertainment | 53.72 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 34304b0b0b42e4f245c42b2c7dbf4795 | 1,371,999,833 | 33.491528 | -86.327589 | 0 |
8,195 | 2020-06-23 15:04:09 | 6,593,250,708,747,804 | fraud_Pagac LLC | shopping_pos | 3.46 | Melissa | Meza | F | 244 Abbott Parkway | Loxahatchee | FL | 33,470 | 26.7383 | -80.276 | 26,551 | Paramedic | 1977-01-04 | e2000089196740c645e2768f7922cedf | 1,371,999,849 | 27.592907 | -79.803275 | 0 |
8,196 | 2020-06-23 15:04:12 | 6,592,243,974,328,236 | fraud_Schmeler, Bashirian and Price | shopping_net | 2.01 | Philip | Hart | M | 97405 Vazquez Plains | Montgomery | AL | 36,111 | 32.3374 | -86.2715 | 214,703 | Chemist, analytical | 1994-10-07 | 1b591401a5a2577704fcc0032f76142d | 1,371,999,852 | 33.113661 | -86.687105 | 0 |
8,197 | 2020-06-23 15:04:25 | 4,464,457,352,619 | fraud_Haley, Batz and Auer | health_fitness | 140.02 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 0ddcc496e69a40fac9f9cf5fb217cc35 | 1,371,999,865 | 29.505612 | -84.579869 | 0 |
8,198 | 2020-06-23 15:04:36 | 4,681,601,008,538,160 | fraud_Zulauf LLC | personal_care | 58.78 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | c82161eb0046d9e5fb05de3e74fb51f8 | 1,371,999,876 | 39.748582 | -81.041845 | 0 |
8,199 | 2020-06-23 15:04:51 | 3,541,160,328,600,277 | fraud_Dibbert and Sons | entertainment | 128.28 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | ededf9fde21bf5940e67cb53e598b0b9 | 1,371,999,891 | 39.296363 | -90.424118 | 0 |
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