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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,800 | 2020-06-21 22:44:18 | 213,174,467,670,432 | fraud_Hilpert-Conroy | kids_pets | 1.53 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | 1a99ef92f4d007fc7fbdf5d80ebace8b | 1,371,854,658 | 38.475409 | -76.20651 | 0 |
1,801 | 2020-06-21 22:44:19 | 4,587,657,402,165,341,700 | fraud_Parker, Nolan and Trantow | entertainment | 60.66 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | ec1964e4ed3c8fc50e66972cc463a384 | 1,371,854,659 | 40.278126 | -88.178645 | 0 |
1,802 | 2020-06-21 22:44:35 | 4,633,065,159,406,313 | fraud_Douglas-White | entertainment | 180.68 | Jasmine | Wade | F | 90662 Lewis Avenue | Providence | RI | 2,908 | 41.8383 | -71.4377 | 203,571 | Nurse, children's | 1995-11-29 | 01f2952974a41aa49aac42a577392cc8 | 1,371,854,675 | 42.583428 | -72.318674 | 0 |
1,803 | 2020-06-21 22:44:43 | 374,656,033,243,756 | fraud_Baumbach, Feeney and Morar | shopping_net | 3.97 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 6eb234a75064ae1836913103c1b951d2 | 1,371,854,683 | 39.394695 | -77.023831 | 0 |
1,804 | 2020-06-21 22:45:15 | 2,222,157,926,772,399 | fraud_Larson-Moen | entertainment | 17.6 | Amy | Garrett | F | 6014 Thomas Throughway | Trenton | TX | 75,490 | 33.4235 | -96.3398 | 2,211 | Investment banker, operational | 1987-02-26 | 90286a5ad5e2b0c30b175fed2d6fcc92 | 1,371,854,715 | 33.605576 | -95.502734 | 0 |
1,805 | 2020-06-21 22:45:32 | 3,556,613,125,071,656 | fraud_Schiller, Blanda and Johnson | home | 139.17 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | c13307c52b2f378e768a55b9a155505c | 1,371,854,732 | 28.337501 | -95.054358 | 0 |
1,806 | 2020-06-21 22:46:06 | 4,586,260,469,584 | fraud_Eichmann, Hayes and Treutel | travel | 6.26 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | c32975487cab009cf30dc77ca9930161 | 1,371,854,766 | 40.148073 | -94.743094 | 0 |
1,807 | 2020-06-21 22:46:23 | 2,285,066,385,084,291 | fraud_Kassulke PLC | shopping_net | 1.06 | Richard | Brown | M | 17819 Jose Mount Suite 657 | Heidelberg | MS | 39,439 | 31.882 | -88.9981 | 4,573 | Exhibitions officer, museum/gallery | 1988-02-15 | ceaf1e34dfa1dd030e5652d842c868d8 | 1,371,854,783 | 30.925885 | -88.02267 | 0 |
1,808 | 2020-06-21 22:46:48 | 4,939,976,756,738,216 | fraud_Deckow-Dare | food_dining | 79.2 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 035cdbcaadfda1941560c834433a6e12 | 1,371,854,808 | 26.217698 | -99.41238 | 0 |
1,809 | 2020-06-21 22:47:15 | 344,709,867,813,900 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 5.17 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | ad67bca67896378a59ad2907678c29ce | 1,371,854,835 | 27.046138 | -81.453939 | 0 |
1,810 | 2020-06-21 22:47:33 | 2,254,917,871,818,484 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 81.08 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 93c92bbae88f1937375e62fb42c4e779 | 1,371,854,853 | 37.233517 | -76.96799 | 0 |
1,811 | 2020-06-21 22:47:41 | 376,445,266,762,684 | fraud_Auer-West | shopping_net | 6.87 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | bdec7bb7d450d30f932e43b7e4753378 | 1,371,854,861 | 40.703071 | -100.320499 | 0 |
1,812 | 2020-06-21 22:47:49 | 3,528,407,217,576,457 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 79.8 | Patricia | Leach | F | 71309 Martinez Stravenue | Kingsport | TN | 37,663 | 36.4715 | -82.4834 | 87,124 | Warden/ranger | 1987-02-14 | 719985c4811fe1020d19e09c3079c778 | 1,371,854,869 | 36.302986 | -83.161307 | 0 |
1,813 | 2020-06-21 22:48:03 | 561,942,763,351 | fraud_Denesik, Powlowski and Pouros | home | 28.94 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | 665c7eded0400eac6ebf03b6de49194a | 1,371,854,883 | 39.248628 | -78.003804 | 0 |
1,814 | 2020-06-21 22:48:26 | 3,576,511,691,045,060 | fraud_Pacocha-Bauch | shopping_pos | 51.78 | Leah | Garner | F | 147 Mckinney Run Apt. 743 | Ehrhardt | SC | 29,081 | 33.1044 | -81.0221 | 1,352 | Engineer, materials | 1992-10-08 | f88d03404706fc946b23c60679e4903f | 1,371,854,906 | 33.170028 | -80.097428 | 0 |
1,815 | 2020-06-21 22:48:31 | 30,150,717,898,388 | fraud_Bernhard-Lesch | food_dining | 45.48 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | ad986eaf536e1692d9ae89d4407d7867 | 1,371,854,911 | 34.745455 | -85.969234 | 0 |
1,816 | 2020-06-21 22:48:44 | 6,011,893,664,860,915 | fraud_Gibson-Deckow | entertainment | 33.89 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 76207964d5eed70735f716141eb019ae | 1,371,854,924 | 39.836744 | -105.012661 | 0 |
1,817 | 2020-06-21 22:49:39 | 372,509,258,176,510 | fraud_Brown, Homenick and Lesch | health_fitness | 32.41 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 43c7db1df75e1c0669b19de543b00a21 | 1,371,854,979 | 42.066165 | -83.129727 | 0 |
1,818 | 2020-06-21 22:49:46 | 342,035,762,534,413 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 2.34 | Jennifer | Carrillo | F | 334 Adam Mountains Apt. 868 | Manquin | VA | 23,106 | 37.7184 | -77.186 | 976 | Engineer, automotive | 1999-06-19 | a254b18702a332778d896ae2a20aea63 | 1,371,854,986 | 37.433598 | -77.931429 | 0 |
1,819 | 2020-06-21 22:50:10 | 3,576,021,480,694,169 | fraud_Kuhn Group | food_dining | 58.45 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 05073b852a9abddbad71cb39d64e97e2 | 1,371,855,010 | 39.307833 | -96.212926 | 0 |
1,820 | 2020-06-21 22:50:41 | 4,926,376,199,189,801 | fraud_Streich Ltd | home | 141.81 | Claire | Davis | F | 83685 Matthew Center Suite 870 | Cherokee Village | AR | 72,529 | 36.3011 | -91.5281 | 4,726 | Pharmacologist | 1977-06-07 | 2ce338ebda243c5cd48387d5e74736ee | 1,371,855,041 | 35.370737 | -92.410343 | 0 |
1,821 | 2020-06-21 22:51:05 | 2,233,882,705,243,596 | fraud_Nolan-Williamson | kids_pets | 14.13 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | 48ec484aa2fecc0fbd1eb8558951a2c0 | 1,371,855,065 | 33.907198 | -89.950835 | 0 |
1,822 | 2020-06-21 22:51:18 | 3,517,814,635,263,522 | fraud_Hirthe-Beier | health_fitness | 77.28 | 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 | fcf72d8a9f1bcbcb0763b93d457d6ca4 | 1,371,855,078 | 38.318768 | -79.627593 | 0 |
1,823 | 2020-06-21 22:51:23 | 3,560,318,482,131,952 | fraud_Weber, Thiel and Hammes | kids_pets | 15.91 | William | Skinner | M | 524 Wu Spurs Suite 894 | Mount Hope | AL | 35,651 | 34.4793 | -87.4769 | 1,312 | Librarian, academic | 1955-02-01 | 718d8082fa3fbdd45fc6fc24cfef445f | 1,371,855,083 | 35.240045 | -88.284711 | 0 |
1,824 | 2020-06-21 22:51:52 | 30,238,755,902,988 | fraud_Erdman-Durgan | health_fitness | 83.11 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 975f21ecec3637dfe0d14646417a6c87 | 1,371,855,112 | 31.23449 | -97.158043 | 0 |
1,825 | 2020-06-21 22:52:06 | 60,422,928,733 | fraud_Baumbach Ltd | personal_care | 17.03 | 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 | e0ea24cf3bf6948e4dcce22bb9a474ba | 1,371,855,126 | 33.74798 | -81.988378 | 0 |
1,826 | 2020-06-21 22:52:10 | 2,264,937,662,466,770 | fraud_Berge, Kautzer and Harris | personal_care | 10.21 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | dafdeed5a31d659aa21cc779157533bc | 1,371,855,130 | 28.874604 | -99.275939 | 0 |
1,827 | 2020-06-21 22:52:25 | 3,540,210,836,308,425 | fraud_Gleason and Sons | kids_pets | 52.02 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 6fcd7978c52d850d6a81738d501a120e | 1,371,855,145 | 35.498679 | -102.769704 | 0 |
1,828 | 2020-06-21 22:52:42 | 30,197,398,657,930 | fraud_Hermann and Sons | shopping_pos | 12.49 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | 70c462a485b2abf3864cffe921a2616d | 1,371,855,162 | 35.154627 | -77.66502 | 0 |
1,829 | 2020-06-21 22:52:42 | 343,472,729,187,663 | fraud_Ritchie, Oberbrunner and Cremin | travel | 3.76 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | 67e0935f3f1996ac17d9ae32a49c6481 | 1,371,855,162 | 42.721235 | -70.656979 | 0 |
1,830 | 2020-06-21 22:52:43 | 6,011,329,966,782,895 | fraud_Kassulke PLC | shopping_net | 1.57 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | 2e9712c3bfefea0b58c7af9d90e9c7bb | 1,371,855,163 | 36.063793 | -96.049422 | 0 |
1,831 | 2020-06-21 22:52:43 | 4,707,867,759,656,333 | fraud_Cole, Hills and Jewess | home | 4.59 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | 706db9e314f1571900ae0640c0c00b35 | 1,371,855,163 | 37.013489 | -83.380302 | 0 |
1,832 | 2020-06-21 22:52:43 | 4,155,021,259,183,870 | fraud_Weber and Sons | food_dining | 6.36 | 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 | fcd7ff9fe234a6f19e65f9f3f559171d | 1,371,855,163 | 34.88185 | -98.189968 | 0 |
1,833 | 2020-06-21 22:53:27 | 180,094,419,304,907 | fraud_Witting, Beer and Ernser | home | 45.83 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 60a1c9bb61ef686b7a14b0f95c0d53ab | 1,371,855,207 | 33.331558 | -116.760564 | 0 |
1,834 | 2020-06-21 22:53:44 | 6,011,552,879,910,390 | fraud_Lind-Buckridge | entertainment | 76.87 | Robert | Long | M | 529 Joshua Knoll Apt. 511 | Lonetree | WY | 82,936 | 41.0552 | -110.1603 | 49 | Research scientist (physical sciences) | 1981-07-05 | 82ae09453eac3635ae2a3e8bfd4cf4c7 | 1,371,855,224 | 40.255498 | -109.460859 | 0 |
1,835 | 2020-06-21 22:55:05 | 2,297,447,006,766,555 | fraud_Gleason and Sons | kids_pets | 14.18 | Laura | Walker | F | 611 Michael Rue | Cisco | IL | 61,830 | 39.9972 | -88.6962 | 478 | Landscape architect | 1960-01-13 | b3dd12121f02c996f73621073f3cde38 | 1,371,855,305 | 39.997598 | -88.955137 | 0 |
1,836 | 2020-06-21 22:55:19 | 373,043,435,942,726 | fraud_Powlowski-Weimann | food_dining | 66.1 | Vincent | Richards | M | 2064 Tyler Fork | Beasley | TX | 77,417 | 29.479 | -95.9681 | 2,457 | Trading standards officer | 1981-03-04 | d18d2e03fb121b56da0b05063a81480b | 1,371,855,319 | 30.275073 | -95.783158 | 0 |
1,837 | 2020-06-21 22:55:31 | 4,070,511,711,385,545 | fraud_Jast and Sons | food_dining | 17.01 | Stephanie | Hopkins | F | 44089 Carrie Crossing Suite 954 | Falls City | TX | 78,113 | 28.9814 | -98.0156 | 2,435 | Engineer, mining | 1967-04-09 | e3250a4470b87b5cd78f7aec82ac4b46 | 1,371,855,331 | 29.909577 | -97.294409 | 0 |
1,838 | 2020-06-21 22:55:37 | 2,720,433,095,629,877 | fraud_Medhurst PLC | shopping_net | 4.05 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 91a82539f0f334c5d80af020699961e1 | 1,371,855,337 | 44.715108 | -69.160879 | 0 |
1,839 | 2020-06-21 22:56:06 | 4,067,137,330,196,900 | fraud_Cronin, Kshlerin and Weber | health_fitness | 348.33 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | dfc01722a538ed57cf91672206761396 | 1,371,855,366 | 34.690028 | -88.245649 | 0 |
1,840 | 2020-06-21 22:56:15 | 375,534,208,663,984 | fraud_Zboncak Ltd | food_dining | 52.55 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | 7ba921732568a792e3e726b68b52b3cd | 1,371,855,375 | 39.136084 | -79.361312 | 0 |
1,841 | 2020-06-21 22:56:59 | 180,094,419,304,907 | fraud_Willms, Kris and Bergnaum | shopping_pos | 9.38 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 483945c1793d6266144316dbb0a9eb68 | 1,371,855,419 | 33.921377 | -117.402652 | 0 |
1,842 | 2020-06-21 22:58:26 | 36,913,587,729,122 | fraud_Emmerich-Rau | personal_care | 6.6 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | d378ecb67df25a1f0e9f88390b834bea | 1,371,855,506 | 43.710187 | -115.580129 | 0 |
1,843 | 2020-06-21 22:59:09 | 213,154,573,301,411 | fraud_Fahey Inc | kids_pets | 57.77 | Christopher | Sheppard | M | 39218 Baker Shoals | Bristow | IN | 47,515 | 38.1981 | -86.6821 | 965 | Horticultural therapist | 1982-02-10 | c5e42c2455a2ec9c9dbdfd0aa099c945 | 1,371,855,549 | 39.094878 | -87.564032 | 0 |
1,844 | 2020-06-21 22:59:12 | 376,445,266,762,684 | fraud_Cormier LLC | health_fitness | 68.81 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 167643f65e89a541a24b51231d087504 | 1,371,855,552 | 40.970571 | -101.706571 | 0 |
1,845 | 2020-06-21 22:59:15 | 630,423,337,322 | fraud_Hills-Boyer | personal_care | 43.41 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 1e1c682400355a6af7574f9a1382bfff | 1,371,855,555 | 48.465994 | -117.303629 | 0 |
1,846 | 2020-06-21 23:00:03 | 3,576,021,480,694,169 | fraud_Parker, Nolan and Trantow | entertainment | 18.52 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | bfc82ce17b260f6f29fce582a0a4bc36 | 1,371,855,603 | 38.175186 | -96.374792 | 0 |
1,847 | 2020-06-21 23:00:23 | 180,042,946,491,150 | fraud_Barton LLC | kids_pets | 13.62 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | 349b9d4e2d63ef8d33b8e324c8fd5954 | 1,371,855,623 | 28.301154 | -82.299178 | 0 |
1,848 | 2020-06-21 23:00:31 | 4,716,561,796,955,522 | fraud_Morissette-Schaefer | personal_care | 8.84 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | b49331f09dbea34b8523f859a2d7dd42 | 1,371,855,631 | 47.346802 | -112.735469 | 0 |
1,849 | 2020-06-21 23:00:41 | 372,509,258,176,510 | fraud_Greenholt, O'Hara and Balistreri | shopping_net | 3.11 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 6bb98f910dafd45887cd90ea780f83f7 | 1,371,855,641 | 43.675516 | -83.951031 | 0 |
1,850 | 2020-06-21 23:00:45 | 3,559,160,581,764,413 | fraud_Morissette LLC | entertainment | 74.93 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 41b15e66ad7dc7dd33fecd95c4238769 | 1,371,855,645 | 43.252199 | -78.991959 | 0 |
1,851 | 2020-06-21 23:00:49 | 4,610,064,888,664,703 | fraud_Homenick LLC | personal_care | 2.63 | Tammy | Maldonado | F | 3312 Rachel Parks Suite 474 | Stittville | NY | 13,469 | 43.2229 | -75.2899 | 847 | Systems analyst | 1996-01-11 | f17116763a73719c770cfbcc4527e779 | 1,371,855,649 | 43.584026 | -76.268142 | 0 |
1,852 | 2020-06-21 23:00:50 | 6,011,109,736,646,996 | fraud_Fritsch LLC | travel | 7.88 | 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 | 08610f487cd3dd2c99bf877453398f6a | 1,371,855,650 | 34.393475 | -77.520225 | 0 |
1,853 | 2020-06-21 23:01:22 | 6,011,893,664,860,915 | fraud_Weimann-Lockman | kids_pets | 29.14 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 860f6cc680b9f6a9ae90b2c533f22004 | 1,371,855,682 | 38.682768 | -104.403681 | 0 |
1,854 | 2020-06-21 23:01:41 | 213,180,742,685,905 | fraud_Bahringer Group | health_fitness | 16.49 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | c520ac2be0176dde7fd2f9de0431533b | 1,371,855,701 | 40.630712 | -123.773503 | 0 |
1,855 | 2020-06-21 23:01:47 | 213,112,402,583,773 | fraud_Kassulke Inc | entertainment | 19.09 | 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 | c751e31904484a87a871e4316546b35c | 1,371,855,707 | 33.242232 | -82.126115 | 0 |
1,856 | 2020-06-21 23:01:53 | 38,588,538,868,506 | fraud_Botsford Ltd | shopping_pos | 7.32 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | c81274aed9a084c5f9df30cf45a37ed6 | 1,371,855,713 | 31.03642 | -103.320959 | 0 |
1,857 | 2020-06-21 23:02:16 | 3,560,725,013,359,375 | fraud_Hermann and Sons | shopping_pos | 842.65 | Brooke | Smith | F | 63542 Luna Brook Apt. 012 | Notrees | TX | 79,759 | 31.8599 | -102.7413 | 23 | Cytogeneticist | 1969-09-15 | f6838c01f5d2262006e6b71d33ba7c6d | 1,371,855,736 | 31.315782 | -102.73639 | 1 |
1,858 | 2020-06-21 23:04:12 | 6,597,248,210,463,122 | fraud_Lynch-Wisozk | home | 146.57 | Kyle | Wright | M | 610 Samantha Park Suite 149 | Whittemore | IA | 50,598 | 43.0261 | -94.4064 | 912 | Optometrist | 1968-05-16 | b86b13a85dc12c98640a6fc56622c340 | 1,371,855,852 | 43.545381 | -94.038841 | 0 |
1,859 | 2020-06-21 23:04:22 | 571,365,235,126 | fraud_Hintz, Bauch and Smith | health_fitness | 7.06 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 5d70d387b7cf0201fe6e13d06bbbf0be | 1,371,855,862 | 43.964569 | -85.347536 | 0 |
1,860 | 2020-06-21 23:04:48 | 370,612,217,861,404 | fraud_Daugherty LLC | kids_pets | 107.39 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | 7f4e52d65ec95e63d27eab4d767ef96e | 1,371,855,888 | 39.212382 | -73.892324 | 0 |
1,861 | 2020-06-21 23:05:21 | 6,011,917,798,331,152 | fraud_Jakubowski Inc | home | 53.54 | William | Johnson | M | 50843 Vincent Mission | South Londonderry | VT | 5,155 | 43.1699 | -72.8515 | 828 | Scientific laboratory technician | 1957-08-30 | ce6cef298296105502f19e81528b4ab8 | 1,371,855,921 | 42.745821 | -72.472512 | 0 |
1,862 | 2020-06-21 23:05:54 | 4,986,925,034,905,735 | fraud_Ernser-Feest | home | 75.46 | Erika | Gonzalez | F | 907 Courtney Via Apt. 896 | Irvine | KY | 40,336 | 37.6858 | -83.9862 | 13,061 | Editor, magazine features | 1959-06-18 | 3a8b6e36e70c0c76bf45def8c830935f | 1,371,855,954 | 37.729812 | -83.889285 | 0 |
1,863 | 2020-06-21 23:06:08 | 3,583,635,130,604,947 | fraud_Parker, Nolan and Trantow | entertainment | 139.32 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 42185f2c3a9c21b307d9d905acadf19e | 1,371,855,968 | 40.801664 | -74.93697 | 0 |
1,864 | 2020-06-21 23:06:41 | 4,070,511,711,385,545 | fraud_Johnston-Casper | travel | 5.61 | Stephanie | Hopkins | F | 44089 Carrie Crossing Suite 954 | Falls City | TX | 78,113 | 28.9814 | -98.0156 | 2,435 | Engineer, mining | 1967-04-09 | 678a4bdaf36989355e750293c725d56c | 1,371,856,001 | 29.207749 | -97.902637 | 0 |
1,865 | 2020-06-21 23:06:50 | 345,060,451,158,891 | fraud_Schaefer Ltd | kids_pets | 30.54 | Brian | Perez | M | 78652 Scott Ports | Ashfield | MA | 1,330 | 42.5232 | -72.811 | 1,506 | Production assistant, radio | 1960-04-03 | f345e71a818015e58292c8a8393efbe6 | 1,371,856,010 | 42.176739 | -72.182625 | 0 |
1,866 | 2020-06-21 23:07:19 | 4,464,457,352,619 | fraud_Torp, Muller and Borer | health_fitness | 9.83 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 9211f8150465c2b64d7b592343d83507 | 1,371,856,039 | 29.168813 | -85.586777 | 0 |
1,867 | 2020-06-21 23:07:27 | 4,560,395,181,594,436,000 | fraud_Botsford and Sons | home | 253.8 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 816685fa68ead53e47f8717afd486cd2 | 1,371,856,047 | 39.291369 | -122.007855 | 0 |
1,868 | 2020-06-21 23:07:59 | 4,334,230,547,694,630 | fraud_Bahringer Group | health_fitness | 60.82 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | 3e64159b9102e55dfba2f23f3601887a | 1,371,856,079 | 43.203503 | -111.433506 | 0 |
1,869 | 2020-06-21 23:08:28 | 3,531,129,874,770,000 | fraud_Crooks and Sons | personal_care | 12.74 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | ca28c37c96c9e18a588059cfd45255a7 | 1,371,856,108 | 43.715487 | -73.375939 | 0 |
1,870 | 2020-06-21 23:08:28 | 30,029,052,116,970 | fraud_Shields-Wunsch | health_fitness | 63.4 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | 3660590ec87f34cc7e845437e356fa8b | 1,371,856,108 | 42.212244 | -78.768405 | 0 |
1,871 | 2020-06-21 23:08:45 | 4,952,583,804,639,909 | fraud_Gaylord-Powlowski | home | 129.63 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | 946311406276adbff696bf6a5044a5b2 | 1,371,856,125 | 41.89547 | -81.041396 | 0 |
1,872 | 2020-06-21 23:09:42 | 4,292,902,571,056,973,300 | fraud_Tromp Group | travel | 569.96 | Jeffrey | Smith | M | 135 Joseph Mountains | Sula | MT | 59,871 | 45.8433 | -113.8748 | 218 | Therapist, horticultural | 1995-08-16 | d8103c37a1dbb77b12f083a597476478 | 1,371,856,182 | 45.708966 | -114.2057 | 0 |
1,873 | 2020-06-21 23:10:08 | 4,777,065,439,639,721 | fraud_Abernathy and Sons | food_dining | 60.7 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | 7fcb13e83840ab985330ee52047fc949 | 1,371,856,208 | 39.809502 | -75.95922 | 0 |
1,874 | 2020-06-21 23:10:12 | 2,706,977,570,537,524 | fraud_Kris-Padberg | shopping_pos | 125.84 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 0570c69c0045b82fb64171cf06c88110 | 1,371,856,212 | 39.259502 | -82.881189 | 0 |
1,875 | 2020-06-21 23:10:50 | 372,246,459,334,925 | fraud_Champlin and Sons | home | 97.79 | Rick | Martinez | M | 062 Poole Hollow Apt. 815 | Deadwood | SD | 57,732 | 44.3566 | -103.6999 | 1,979 | Multimedia programmer | 1970-03-13 | 51fa7237d438c3173fa446860f271f78 | 1,371,856,250 | 44.644659 | -103.617219 | 0 |
1,876 | 2020-06-21 23:10:57 | 4,683,638,447,911 | fraud_Douglas-White | entertainment | 82.16 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | b9639cb340ad566ab53a510855437a37 | 1,371,856,257 | 30.043796 | -92.815717 | 0 |
1,877 | 2020-06-21 23:11:22 | 4,861,310,130,652,567,000 | fraud_Prosacco, Kreiger and Kovacek | home | 65.41 | Ashley | Cruz | F | 65417 Walsh Radial Suite 691 | Saint Amant | LA | 70,774 | 30.2385 | -90.8435 | 10,076 | Surveyor, rural practice | 1977-12-16 | ebd9725d06afb2e5d8e4f1e82c73652e | 1,371,856,282 | 30.077098 | -90.284191 | 0 |
1,878 | 2020-06-21 23:12:12 | 581,686,439,828 | fraud_Streich, Rolfson and Wilderman | kids_pets | 127.01 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 4469446de2434b5fde7f38d3fb64c79a | 1,371,856,332 | 41.904008 | -80.207823 | 0 |
1,879 | 2020-06-21 23:12:53 | 676,102,124,465 | fraud_Reichert, Shanahan and Hayes | shopping_net | 2.29 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 164cd816689a142683493a3ce321852c | 1,371,856,373 | 38.220979 | -123.181414 | 0 |
1,880 | 2020-06-21 23:12:55 | 30,029,052,116,970 | fraud_Stark-Koss | home | 24.36 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | 609f4798f36a553ebe79efedc0e95554 | 1,371,856,375 | 42.255306 | -79.725207 | 0 |
1,881 | 2020-06-21 23:13:06 | 4,311,368,326,621,416,000 | fraud_Crooks and Sons | personal_care | 22.05 | Phillip | Delacruz | M | 26678 Lisa Locks Apt. 904 | Iliff | CO | 80,736 | 40.7692 | -103.0968 | 648 | Community arts worker | 1969-09-21 | 32455bfbc2d7548bf6920c6c3cdf63bc | 1,371,856,386 | 40.370865 | -104.066763 | 0 |
1,882 | 2020-06-21 23:13:11 | 344,709,867,813,900 | fraud_Torphy-Goyette | shopping_pos | 5.22 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 9bc096fc74a23b5323b47b68db28e444 | 1,371,856,391 | 26.739775 | -81.270224 | 0 |
1,883 | 2020-06-21 23:13:39 | 501,899,453,424 | fraud_Ratke and Sons | health_fitness | 8.33 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | f6592fb8e5614704a5cc8cd6112d0f37 | 1,371,856,419 | 33.386275 | -85.931706 | 0 |
1,884 | 2020-06-21 23:13:43 | 30,442,439,074,871 | fraud_Reilly and Sons | health_fitness | 7.39 | Linda | Sanchez | F | 6574 William Hill Apt. 375 | Jermyn | PA | 18,433 | 41.5744 | -75.5881 | 6,508 | Training and development officer | 1981-06-22 | 3b1f3349373cd7ae0ba4dbfd8d3ddd98 | 1,371,856,423 | 40.717993 | -74.864358 | 0 |
1,885 | 2020-06-21 23:14:06 | 4,104,312,520,615,374 | fraud_Turner and Sons | shopping_pos | 8.82 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 1aaade4e34cdb73f009129aac8078bb4 | 1,371,856,446 | 33.522519 | -116.443848 | 0 |
1,886 | 2020-06-21 23:14:24 | 6,011,693,194,885,790 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 7.8 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 8ad85dd0b64ae76f97d072f64dde37e3 | 1,371,856,464 | 44.765368 | -94.162531 | 0 |
1,887 | 2020-06-21 23:14:26 | 3,540,862,542,587,229 | fraud_Nienow, Barrows and Romaguera | personal_care | 78.67 | Nancy | Roach | F | 376 Brown Courts | Yellowstone National Park | WY | 82,190 | 44.7957 | -110.6137 | 369 | Materials engineer | 1941-11-16 | a9ccf6172099339e0265c135847269ba | 1,371,856,466 | 44.194013 | -111.006684 | 0 |
1,888 | 2020-06-21 23:14:35 | 30,328,384,440,870 | fraud_Gottlieb-Hansen | personal_care | 10.07 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | ac34960184c52241f494f4277aef708b | 1,371,856,475 | 40.932248 | -93.029631 | 0 |
1,889 | 2020-06-21 23:15:41 | 30,143,535,920,989 | fraud_Stamm-Witting | shopping_net | 6.05 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 85c30ef71e6988f4c9078ae7a0f32b66 | 1,371,856,541 | 40.019375 | -75.298842 | 0 |
1,890 | 2020-06-21 23:16:07 | 3,551,217,896,304,745 | fraud_Ledner, Hartmann and Feest | health_fitness | 9.56 | 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 | 3a8577585a0b1136029175f1d9687f6f | 1,371,856,567 | 44.373793 | -75.055296 | 0 |
1,891 | 2020-06-21 23:16:12 | 3,524,574,586,339,330 | fraud_Thompson-Gleason | health_fitness | 22.55 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | 0bac42920027f9b7b3d328bda2709983 | 1,371,856,572 | 28.396402 | -80.819469 | 1 |
1,892 | 2020-06-21 23:16:30 | 4,740,713,119,940,984 | fraud_Berge, Kautzer and Harris | personal_care | 150.78 | Heather | Hines | F | 13776 Hicks Plains | Pomona | NY | 10,970 | 41.1901 | -74.0436 | 9,993 | Pensions consultant | 1962-10-16 | 0403e75e7e2341bddd46bd0bb253292a | 1,371,856,590 | 40.650407 | -75.007114 | 0 |
1,893 | 2020-06-21 23:17:01 | 6,011,197,122,270,059 | fraud_Smith-Stokes | misc_pos | 3.71 | Vincent | Ward | M | 06730 Joshua Isle Suite 555 | North Brookfield | MA | 1,535 | 42.2665 | -72.0821 | 4,680 | Field seismologist | 1986-04-03 | c53b78980368cd841cafedfb8a61d9cd | 1,371,856,621 | 41.892731 | -71.283269 | 0 |
1,894 | 2020-06-21 23:17:29 | 3,551,217,896,304,745 | fraud_Kassulke PLC | shopping_net | 55.98 | 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 | 363715929263614f8ec8274b9cc7ee95 | 1,371,856,649 | 44.250911 | -75.056966 | 0 |
1,895 | 2020-06-21 23:17:42 | 180,067,151,859,700 | fraud_Cummerata-Hilpert | entertainment | 43.79 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | 813a02ea9b99f2cb192ef37ffac924a2 | 1,371,856,662 | 41.408522 | -87.879941 | 0 |
1,896 | 2020-06-21 23:18:20 | 4,239,436,242,473 | fraud_Cole, Hills and Jewess | home | 56.96 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | 9af0e55204bd89c3cdf909374dfaf464 | 1,371,856,700 | 38.161602 | -76.355996 | 0 |
1,897 | 2020-06-21 23:18:28 | 6,544,734,391,390,261 | fraud_Champlin-Casper | home | 2.77 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 5db518601cb9ca2d7d1bfa8c10348f72 | 1,371,856,708 | 42.079552 | -87.242921 | 0 |
1,898 | 2020-06-21 23:19:12 | 4,797,297,220,948,469,000 | fraud_Schimmel-Olson | kids_pets | 104.34 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 035c869b616e1d8f912f23f19b4f5ff7 | 1,371,856,752 | 39.153728 | -86.43304 | 0 |
1,899 | 2020-06-21 23:19:12 | 3,546,897,637,165,774 | fraud_Kris-Kertzmann | travel | 786.93 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | 751ec06b4dfb9ee46e053a74beacc73f | 1,371,856,752 | 32.123711 | -96.728616 | 0 |
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