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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10,900 | 2020-06-24 13:48:11 | 3,535,808,924,394,848 | fraud_Botsford and Sons | home | 77.66 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | 60c644947c5e365db719c656f7d5b6fb | 1,372,081,691 | 39.152453 | -88.848218 | 0 |
10,901 | 2020-06-24 13:49:35 | 4,908,846,471,916,297 | fraud_Wilkinson Ltd | entertainment | 40.66 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | e35e7c794155855cdc828910120f2852 | 1,372,081,775 | 32.868552 | -96.993812 | 0 |
10,902 | 2020-06-24 13:49:58 | 4,509,142,395,811,241 | fraud_Windler LLC | kids_pets | 51.91 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 28b01bd350dc5baa79500531e3c2c9a0 | 1,372,081,798 | 30.879992 | -81.628533 | 0 |
10,903 | 2020-06-24 13:51:21 | 3,575,789,281,659,026 | fraud_Zulauf LLC | personal_care | 173.64 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | e447c72abea560505a7700f6b2447eeb | 1,372,081,881 | 39.632687 | -93.218395 | 0 |
10,904 | 2020-06-24 13:52:12 | 4,792,627,764,422,478,000 | fraud_Schroeder Group | health_fitness | 70.67 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 14e95757c25f341f36a5448113eff902 | 1,372,081,932 | 38.26875 | -94.708739 | 0 |
10,905 | 2020-06-24 13:52:16 | 180,031,190,491,743 | fraud_Jast and Sons | food_dining | 70.09 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | 9fe46bb9d8101ad044304d77357d7244 | 1,372,081,936 | 31.325179 | -88.98491 | 0 |
10,906 | 2020-06-24 13:52:50 | 4,760,122,961,662 | fraud_Reichert-Weissnat | travel | 5.03 | Robert | Jordan | M | 4602 Lopez Glens Suite 900 | Arcadia | OH | 44,804 | 41.1116 | -83.502 | 1,202 | Curator | 1933-03-01 | 151814346a694683ac638529f0e94833 | 1,372,081,970 | 40.290555 | -82.764474 | 0 |
10,907 | 2020-06-24 13:54:16 | 6,592,074,504,369,261 | fraud_Abbott-Steuber | personal_care | 37.18 | Amanda | Molina | F | 8425 Daniel Knolls Suite 288 | Philadelphia | PA | 19,154 | 40.0897 | -74.9781 | 1,526,206 | Commercial horticulturist | 1972-05-23 | f0c47b0b495d5a45df5dca6bfa14dd43 | 1,372,082,056 | 39.223083 | -74.433008 | 0 |
10,908 | 2020-06-24 13:55:22 | 3,506,042,666,828,517 | fraud_Reilly LLC | home | 39.68 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | 6debe7252e9d60ad2f9549f9cc2432c0 | 1,372,082,122 | 38.030648 | -81.581571 | 0 |
10,909 | 2020-06-24 13:56:05 | 4,904,681,492,230,012 | fraud_Jast and Sons | food_dining | 27.22 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | dc99258d5a3ca787cf4aa454fa3b378e | 1,372,082,165 | 41.264415 | -73.363598 | 0 |
10,910 | 2020-06-24 13:57:29 | 4,147,608,975,828,480 | fraud_Yost, Schamberger and Windler | kids_pets | 42.79 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | 6a5a65f9d2473fb81433eed1a32f2406 | 1,372,082,249 | 44.867709 | -95.758494 | 0 |
10,911 | 2020-06-24 13:57:40 | 375,082,648,741,747 | fraud_Dickinson-Rempel | misc_pos | 1.16 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 70b1dabe37f6af9d83e86a62f3159510 | 1,372,082,260 | 46.774663 | -95.92068 | 0 |
10,912 | 2020-06-24 13:57:55 | 180,056,173,248,083 | fraud_Powlowski-Weimann | food_dining | 72.37 | Larry | Warner | M | 145 Jeffrey Key Suite 668 | Lakeview | MI | 48,850 | 43.4269 | -85.2924 | 4,474 | Emergency planning/management officer | 1976-01-15 | 09cde0926ba57cc39c3f229a544cc228 | 1,372,082,275 | 43.003792 | -86.132029 | 0 |
10,913 | 2020-06-24 13:59:12 | 4,710,826,438,164,848,000 | fraud_Gottlieb Group | kids_pets | 41.71 | Juan | Henry | M | 9795 Lori Island Suite 346 | Turner | MT | 59,542 | 48.8328 | -108.3961 | 192 | Further education lecturer | 1964-01-04 | 13cab05735641b9656c1b4a8d8ea0e11 | 1,372,082,352 | 48.03594 | -108.730622 | 0 |
10,914 | 2020-06-24 14:01:26 | 4,998,109,455,173,950 | fraud_Dare-Marvin | entertainment | 110.71 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 91d44a0cc41687c36dddcb9773d97790 | 1,372,082,486 | 39.615311 | -94.406069 | 0 |
10,915 | 2020-06-24 14:01:28 | 4,800,395,067,176,717 | fraud_McCullough, Hudson and Schuster | food_dining | 74.91 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | ba52f5855eeeb69cb618315c1812a922 | 1,372,082,488 | 41.212588 | -97.554223 | 0 |
10,916 | 2020-06-24 14:01:35 | 4,810,789,809,665,943,000 | fraud_Jast and Sons | food_dining | 60.42 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 16953ee31741d6d55e72994f629d9a39 | 1,372,082,495 | 40.060146 | -84.009029 | 0 |
10,917 | 2020-06-24 14:01:57 | 3,576,431,665,303,017 | fraud_Schumm, McLaughlin and Carter | food_dining | 39.84 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | f30b2f20d08258559939f3174532071b | 1,372,082,517 | 32.674459 | -112.893363 | 0 |
10,918 | 2020-06-24 14:02:06 | 4,997,733,566,924,489 | fraud_Jakubowski Group | food_dining | 57.51 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 5abaa36c76400fa3ab5b2f9fba8a0ab1 | 1,372,082,526 | 44.478918 | -92.273737 | 0 |
10,919 | 2020-06-24 14:02:19 | 630,451,534,402 | fraud_Lemke-Gutmann | shopping_net | 2.5 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | ccbdaac1e83702f0ca1c7fc3b779734a | 1,372,082,539 | 47.006173 | -85.790749 | 0 |
10,920 | 2020-06-24 14:02:39 | 3,523,843,138,706,408 | fraud_Predovic Inc | shopping_net | 4.63 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | a4ebc23b21340b8bacbc2b4e55db21d2 | 1,372,082,559 | 32.8195 | -87.494538 | 0 |
10,921 | 2020-06-24 14:02:56 | 30,197,398,657,930 | fraud_Fritsch and Sons | health_fitness | 20.91 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | a34ab7b6d50c29cbcbab27b002ffedb9 | 1,372,082,576 | 35.267301 | -79.283937 | 0 |
10,922 | 2020-06-24 14:03:01 | 675,990,301,623 | fraud_Lowe, Dietrich and Erdman | kids_pets | 53.33 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | e0245f9393f443caf9d83937c5b82d9f | 1,372,082,581 | 41.218927 | -74.863271 | 0 |
10,923 | 2020-06-24 14:03:20 | 3,573,030,041,201,292 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 8.66 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | b1e740dc8b17327a64522f998c6e9338 | 1,372,082,600 | 39.449856 | -109.872358 | 0 |
10,924 | 2020-06-24 14:03:28 | 4,855,488,158,131,690,000 | fraud_Pouros, Walker and Spencer | kids_pets | 48.31 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | f02cdb4516899a52abf93cd04d0de73f | 1,372,082,608 | 44.771811 | -72.603089 | 0 |
10,925 | 2020-06-24 14:04:09 | 6,011,626,928,491,360 | fraud_Padberg-Sauer | home | 197.92 | Heather | Roberts | F | 62934 Maria Cliffs Suite 350 | Bethel Springs | TN | 38,315 | 35.2289 | -88.644 | 3,876 | Senior tax professional/tax inspector | 1960-11-19 | d1a32c0a0d29f803bf57903eb75f0fb2 | 1,372,082,649 | 35.014074 | -88.340197 | 0 |
10,926 | 2020-06-24 14:06:34 | 4,634,955,908,138,648 | fraud_Gerhold LLC | home | 44.53 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | af6da2459dc15c65af3b396d353f82ef | 1,372,082,794 | 40.757852 | -96.896733 | 0 |
10,927 | 2020-06-24 14:07:33 | 4,951,647,200,979,051 | fraud_Dare-Gibson | health_fitness | 123.81 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | 06dd91b947a0b6c633b240c9926daa5e | 1,372,082,853 | 38.677419 | -88.101946 | 0 |
10,928 | 2020-06-24 14:07:57 | 3,527,536,963,490,470 | fraud_Beier and Sons | home | 38.46 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | d8e1b9d8c64723bfdf8c03e57c78c9fe | 1,372,082,877 | 33.599824 | -81.009248 | 0 |
10,929 | 2020-06-24 14:08:09 | 38,199,021,865,320 | fraud_Schuppe LLC | entertainment | 78.75 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | 53ccb646435a9d7db02828d992443176 | 1,372,082,889 | 44.136974 | -72.400853 | 0 |
10,930 | 2020-06-24 14:08:26 | 4,294,930,380,592 | fraud_Howe PLC | entertainment | 53.74 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | 1613ae6039050ab481252ece858198fb | 1,372,082,906 | 37.244622 | -79.577642 | 0 |
10,931 | 2020-06-24 14:09:06 | 6,011,724,471,098,086 | fraud_Erdman-Schaden | personal_care | 3.47 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 58de15642884f14823926faefaeb7a00 | 1,372,082,946 | 47.138677 | -119.053353 | 0 |
10,932 | 2020-06-24 14:09:08 | 571,365,235,126 | fraud_McLaughlin, Armstrong and Koepp | travel | 5.1 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 7d1087138f6e83fa7bf78d9689b54d4e | 1,372,082,948 | 44.017612 | -86.956764 | 0 |
10,933 | 2020-06-24 14:09:16 | 213,148,039,875,802 | fraud_Turcotte, McKenzie and Koss | entertainment | 25.3 | Jill | Jacobs | F | 034 Kimberly Mountains | Brandon | FL | 33,510 | 27.9551 | -82.2966 | 79,613 | Environmental consultant | 1978-11-30 | d84f078578dde21f43c8480caa873afb | 1,372,082,956 | 27.515336 | -82.629455 | 0 |
10,934 | 2020-06-24 14:09:23 | 630,451,534,402 | fraud_Kertzmann LLC | health_fitness | 125.17 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 41586abf8a1f40399540265e9b752bbc | 1,372,082,963 | 45.711885 | -85.985122 | 0 |
10,935 | 2020-06-24 14:11:38 | 4,302,475,216,404,898 | fraud_Bednar PLC | kids_pets | 78.35 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | 60da521380be30e0f5e2cec775ea868d | 1,372,083,098 | 42.76675 | -93.365496 | 0 |
10,936 | 2020-06-24 14:11:57 | 213,161,231,269,724 | fraud_Bode-Schuster | kids_pets | 101.47 | Alyssa | Morgan | F | 622 Robin Run Suite 764 | Gadsden | AL | 35,901 | 34.048 | -85.9246 | 67,082 | Physiological scientist | 1963-02-09 | e0e22fa1f5ac7d66d4f7c91815f592fe | 1,372,083,117 | 33.305938 | -85.828163 | 0 |
10,937 | 2020-06-24 14:12:01 | 213,163,860,545,705 | fraud_Osinski Inc | personal_care | 78.8 | Mark | Tyler | M | 82201 Bradley Radial Suite 703 | Avera | GA | 30,803 | 33.141 | -82.515 | 741 | Claims inspector/assessor | 1986-04-28 | 19917253d769fd8f3290862e1fa06d50 | 1,372,083,121 | 33.538998 | -82.657058 | 0 |
10,938 | 2020-06-24 14:12:12 | 30,092,964,733,035 | fraud_Monahan-Morar | personal_care | 59.39 | Jessica | Terry | F | 6412 Elizabeth Gardens Suite 633 | Maysville | KY | 41,056 | 38.6207 | -83.8067 | 14,228 | Advertising account executive | 1971-03-26 | b948531ff7c115415aeb2e9503f1514d | 1,372,083,132 | 38.121158 | -83.860338 | 0 |
10,939 | 2020-06-24 14:14:27 | 3,591,919,803,438,423 | fraud_Rippin-VonRueden | health_fitness | 35 | Brian | Williams | M | 32941 Krystal Mill Apt. 552 | Titusville | FL | 32,780 | 28.5697 | -80.8191 | 54,767 | Set designer | 1987-07-25 | 8c5af480ec213352d39932a2193ac458 | 1,372,083,267 | 29.069219 | -81.139192 | 0 |
10,940 | 2020-06-24 14:15:29 | 30,371,006,069,917 | fraud_Beier and Sons | home | 22.14 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 8b63bcb08c5cb6df6562884231856e99 | 1,372,083,329 | 37.352481 | -89.13748 | 0 |
10,941 | 2020-06-24 14:17:20 | 3,526,826,139,003,047 | fraud_Schumm PLC | health_fitness | 2.51 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | c80dd057cbc86c336a133467b070c4fe | 1,372,083,440 | 43.935635 | -85.109376 | 0 |
10,942 | 2020-06-24 14:17:32 | 3,585,052,663,373,890 | fraud_Hamill-D'Amore | health_fitness | 45.16 | Jeffery | Brown | M | 296 Maria Street | West Eaton | NY | 13,484 | 42.8546 | -75.6605 | 176 | Science writer | 1963-12-28 | c6214cd0e197412ee5ad423c3b880d6f | 1,372,083,452 | 42.041529 | -76.639559 | 0 |
10,943 | 2020-06-24 14:18:22 | 377,026,671,291,680 | fraud_Botsford Ltd | shopping_pos | 1.2 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | 0834218cd4da7d22aaa47cdbfb1a2d20 | 1,372,083,502 | 36.584263 | -91.555873 | 0 |
10,944 | 2020-06-24 14:19:17 | 3,565,423,334,076,143 | fraud_Jacobi Inc | health_fitness | 35.63 | Nathan | Thomas | M | 4923 Campbell Pines Suite 717 | Carlisle | IN | 47,838 | 38.9763 | -87.3667 | 4,081 | Energy engineer | 1938-03-15 | 0e1ade94fed0327aebf8e0a1032cddfa | 1,372,083,557 | 39.093949 | -87.791122 | 0 |
10,945 | 2020-06-24 14:19:58 | 376,656,886,990,758 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 5.72 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | c0d08254e8ca84212d5af8fcb2d55e23 | 1,372,083,598 | 30.444618 | -94.588213 | 0 |
10,946 | 2020-06-24 14:21:08 | 4,477,156,602,511,939,600 | fraud_Boyer-Haley | travel | 3.69 | Angela | Ross | F | 0107 Clements Point | American Fork | UT | 84,003 | 40.3928 | -111.7941 | 42,384 | Futures trader | 1992-12-29 | f28e911c7d0ab7e56c5b4f46d8c215f5 | 1,372,083,668 | 40.14727 | -111.768522 | 0 |
10,947 | 2020-06-24 14:21:13 | 6,538,441,737,335,434 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 155.97 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 8b12ff31c02aadcd5893031cff397e0f | 1,372,083,673 | 41.125536 | -79.975151 | 0 |
10,948 | 2020-06-24 14:21:38 | 4,069,975,342,931,683 | fraud_Towne LLC | misc_pos | 61.81 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | 9f3f81e05feaeeacd0e6930fcf16d122 | 1,372,083,698 | 39.409139 | -82.77118 | 0 |
10,949 | 2020-06-24 14:22:21 | 4,601,636,330,889 | fraud_Reilly LLC | home | 41.51 | Mark | Rivera | M | 383 Contreras Hills Suite 658 | Humble | TX | 77,338 | 30.0041 | -95.2825 | 194,500 | Tax adviser | 1990-12-18 | 7e7d707e1f52ae257691647b6320cedc | 1,372,083,741 | 30.2783 | -95.930473 | 0 |
10,950 | 2020-06-24 14:23:07 | 370,612,217,861,404 | fraud_Pouros, Walker and Spencer | kids_pets | 61.13 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | 8927be3fd37cfd157a23fb0b219646c3 | 1,372,083,787 | 40.913933 | -75.162952 | 0 |
10,951 | 2020-06-24 14:26:07 | 4,716,561,796,955,522 | fraud_Hickle Group | shopping_pos | 7.83 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | a106ca798a131b85397f095b5873552a | 1,372,083,967 | 48.370816 | -113.331686 | 0 |
10,952 | 2020-06-24 14:26:21 | 3,567,697,931,646,329 | fraud_Boehm, Block and Jakubowski | misc_pos | 4.35 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 7de2bd1abda91d11a4978eed38808f68 | 1,372,083,981 | 41.54684 | -74.700015 | 0 |
10,953 | 2020-06-24 14:26:56 | 371,985,236,239,474 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 20.97 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | 93045513df4f89aa1115b7d732800fb9 | 1,372,084,016 | 43.319456 | -76.439528 | 0 |
10,954 | 2020-06-24 14:27:16 | 581,686,439,828 | fraud_Gulgowski LLC | home | 133.74 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | fa7ee52fa1b448ffc75f8f8b52defd27 | 1,372,084,036 | 41.347549 | -79.632066 | 0 |
10,955 | 2020-06-24 14:28:11 | 6,011,109,736,646,996 | fraud_Fisher-Schowalter | shopping_net | 7.52 | 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 | 70437a0c3f91410a39e10686e3eaf5c2 | 1,372,084,091 | 34.959861 | -78.352876 | 0 |
10,956 | 2020-06-24 14:28:45 | 4,906,628,655,840,914,000 | fraud_Kihn-Schuster | food_dining | 27.42 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | 348a9e71f41dd3c8ae134092287e82ee | 1,372,084,125 | 25.480045 | -82.081956 | 0 |
10,957 | 2020-06-24 14:29:12 | 4,839,615,922,685,395 | fraud_Shanahan-Lehner | personal_care | 118.72 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | a7c74eab2b01c5fbd6f1ac56a944cd4e | 1,372,084,152 | 38.37508 | -87.304215 | 0 |
10,958 | 2020-06-24 14:30:36 | 4,477,156,602,511,939,600 | fraud_Hirthe-Beier | health_fitness | 147.21 | Angela | Ross | F | 0107 Clements Point | American Fork | UT | 84,003 | 40.3928 | -111.7941 | 42,384 | Futures trader | 1992-12-29 | c0d91a9944ad12623ca68315ee37d810 | 1,372,084,236 | 39.555368 | -112.105395 | 0 |
10,959 | 2020-06-24 14:30:43 | 676,102,124,465 | fraud_Dickinson Ltd | personal_care | 39.22 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 0207c5393eacab5daf9f41b2ac6b6101 | 1,372,084,243 | 38.095758 | -121.605948 | 0 |
10,960 | 2020-06-24 14:30:47 | 3,556,613,125,071,656 | fraud_Kunze, Larkin and Mayert | travel | 5.25 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | e46e4f644e8d95b96aa87cb6c5af4f55 | 1,372,084,247 | 29.13443 | -94.712276 | 0 |
10,961 | 2020-06-24 14:31:20 | 377,234,009,633,447 | fraud_Berge-Ullrich | home | 45.65 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | f482b217e72f0c0637b28e600fc943b9 | 1,372,084,280 | 40.045151 | -77.496292 | 0 |
10,962 | 2020-06-24 14:31:48 | 6,569,097,840,281,287 | fraud_Champlin and Sons | home | 3.76 | Steven | Johnson | M | 7470 John Tunnel Suite 937 | Aurora | CO | 80,014 | 39.6662 | -104.835 | 389,246 | Scientist, marine | 1969-12-12 | d68f18c851a8b9160db2644781b5872f | 1,372,084,308 | 39.384939 | -104.627948 | 0 |
10,963 | 2020-06-24 14:32:22 | 6,011,329,966,782,895 | fraud_Lang, Towne and Schuppe | kids_pets | 44.11 | 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 | f96462f2ed2c1e8d37c8a886719a7b19 | 1,372,084,342 | 35.611047 | -95.130964 | 0 |
10,964 | 2020-06-24 14:32:53 | 3,590,736,522,064,285 | fraud_O'Connell, Botsford and Hand | home | 157.7 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | fbd119dd0e6c5db8fa85135c15b5fdf7 | 1,372,084,373 | 33.846525 | -92.603983 | 0 |
10,965 | 2020-06-24 14:33:05 | 4,063,094,974,360,571,400 | fraud_Ledner, Hartmann and Feest | health_fitness | 41.98 | Patricia | Mendoza | F | 1683 Davidson Freeway | Mendon | UT | 84,325 | 41.71 | -111.9817 | 2,078 | Scientist, audiological | 1963-06-13 | 91faf396e71f5b0398756ffd07ace061 | 1,372,084,385 | 42.127266 | -111.996644 | 0 |
10,966 | 2020-06-24 14:33:38 | 4,642,255,475,285,942 | fraud_Runte, Green and Emard | health_fitness | 87.95 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 973172cc33e794acbad9fda5e4ceb5b5 | 1,372,084,418 | 39.626598 | -109.848092 | 0 |
10,967 | 2020-06-24 14:33:55 | 6,011,552,879,910,390 | fraud_Ruecker-Mayert | kids_pets | 51.72 | Robert | Long | M | 529 Joshua Knoll Apt. 511 | Lonetree | WY | 82,936 | 41.0552 | -110.1603 | 49 | Research scientist (physical sciences) | 1981-07-05 | 88047abd8470f9824e23a245c8451133 | 1,372,084,435 | 41.658691 | -109.947799 | 0 |
10,968 | 2020-06-24 14:34:27 | 4,003,989,662,068,504 | fraud_Stark-Koss | home | 16.76 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | f55dcb989125d6f8902bb4bf44ec4e12 | 1,372,084,467 | 33.870777 | -86.872128 | 0 |
10,969 | 2020-06-24 14:34:42 | 371,009,169,330,125 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 31.23 | 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 | 38fdc89f5a9910889050be92d57ef1bb | 1,372,084,482 | 32.105313 | -83.758621 | 0 |
10,970 | 2020-06-24 14:35:53 | 4,066,595,222,529 | fraud_Kihn-Schuster | food_dining | 34.27 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | 2900b82e751ad5cec2f370a9364929f4 | 1,372,084,553 | 37.625307 | -83.241422 | 0 |
10,971 | 2020-06-24 14:36:15 | 38,797,410,705,641 | fraud_Parker-Kunde | personal_care | 87.8 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | bff6c134e8552521e86fc2785256e135 | 1,372,084,575 | 43.293541 | -74.387155 | 0 |
10,972 | 2020-06-24 14:36:55 | 30,131,826,429,364 | fraud_Champlin-Casper | home | 90.37 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 2b9274224fabc662d46d79df5feed6a0 | 1,372,084,615 | 36.825128 | -84.34144 | 0 |
10,973 | 2020-06-24 14:37:01 | 3,540,075,240,003,197 | fraud_Rippin-VonRueden | health_fitness | 46.69 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | c853f138da37b78cdc5b2e185d6e9b96 | 1,372,084,621 | 44.228155 | -92.646102 | 0 |
10,974 | 2020-06-24 14:37:37 | 3,599,237,318,576,484 | fraud_Kling-Ernser | entertainment | 60.28 | Jessica | Smith | F | 06808 Ryan Valleys | Dubre | KY | 42,731 | 36.8421 | -85.5396 | 341 | Insurance risk surveyor | 1932-11-19 | 6de4bf988bced2054f9c76659efbe60a | 1,372,084,657 | 37.821957 | -85.600478 | 0 |
10,975 | 2020-06-24 14:38:20 | 30,234,966,027,947 | fraud_Towne LLC | misc_pos | 7.07 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 23ce1e27a26d85754283669a06e58f8e | 1,372,084,700 | 44.076567 | -87.820283 | 0 |
10,976 | 2020-06-24 14:38:43 | 3,576,021,480,694,169 | fraud_Wuckert, Wintheiser and Friesen | home | 26.61 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 0f27d6b7e98dbce2a9492b687ddfc557 | 1,372,084,723 | 39.546452 | -95.804171 | 0 |
10,977 | 2020-06-24 14:38:52 | 30,270,432,095,985 | fraud_Hagenes, Kohler and Hoppe | food_dining | 3.24 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | fd93bccd1325682010a72f361e9d1c96 | 1,372,084,732 | 40.778906 | -90.633847 | 0 |
10,978 | 2020-06-24 14:39:55 | 2,242,542,703,101,233 | fraud_Terry, Johns and Bins | misc_pos | 36.96 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 619172e5128eb33ed198c49226b95de4 | 1,372,084,795 | 39.158596 | -85.433402 | 0 |
10,979 | 2020-06-24 14:40:06 | 3,563,837,241,599,446 | fraud_Kling-Ernser | entertainment | 30.6 | Timothy | Simmons | M | 1049 John Ports Suite 057 | Newberg | OR | 97,132 | 45.3099 | -122.9685 | 28,278 | Research scientist (physical sciences) | 1977-07-17 | cd08b92748d24e05e4f7220c3020a897 | 1,372,084,806 | 45.352439 | -122.620896 | 0 |
10,980 | 2020-06-24 14:40:17 | 4,839,615,922,685,395 | fraud_Hammes-Beatty | kids_pets | 14.68 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | e3297f355cdf7486a3373409ac016bd2 | 1,372,084,817 | 39.858617 | -86.775909 | 0 |
10,981 | 2020-06-24 14:40:19 | 4,342,532,437,704,183 | fraud_Okuneva, Schneider and Rau | shopping_pos | 6.34 | Kevin | Elliott | M | 1852 Vincent Isle Suite 328 | Newark Valley | NY | 13,811 | 42.2281 | -76.1625 | 4,354 | Further education lecturer | 1994-02-16 | 7e5246eb17cdff611c78890e74da5cea | 1,372,084,819 | 41.675469 | -76.298856 | 0 |
10,982 | 2020-06-24 14:40:33 | 373,043,435,942,726 | fraud_Champlin-Casper | home | 80.59 | Vincent | Richards | M | 2064 Tyler Fork | Beasley | TX | 77,417 | 29.479 | -95.9681 | 2,457 | Trading standards officer | 1981-03-04 | 9b0fb5673253bb782edc2461bb181401 | 1,372,084,833 | 30.34809 | -95.91562 | 0 |
10,983 | 2020-06-24 14:40:46 | 30,143,535,920,989 | fraud_Reichert-Weissnat | travel | 5.7 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | bda536d200c951f6740796ffe457a8ac | 1,372,084,846 | 39.841015 | -74.631839 | 0 |
10,984 | 2020-06-24 14:40:55 | 38,544,312,728,630 | fraud_Rolfson-Kunde | personal_care | 53.51 | Veronica | Burton | F | 08932 Bonnie Stravenue | Bonita Springs | FL | 34,135 | 26.3771 | -81.7334 | 51,427 | Claims inspector/assessor | 1991-08-21 | 8fd5bcc75102e088e9d886cda6fcb5ce | 1,372,084,855 | 26.766712 | -82.620333 | 0 |
10,985 | 2020-06-24 14:40:58 | 4,377,338,765,909,719 | fraud_Reilly LLC | home | 14.24 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | 787aa497bbf1dc5ee35a623468ba5b2f | 1,372,084,858 | 35.802991 | -84.51543 | 0 |
10,986 | 2020-06-24 14:42:58 | 630,451,534,402 | fraud_Hermann-Gaylord | misc_pos | 7.51 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | af058b27c36e829e03b02d9e8f24af48 | 1,372,084,978 | 46.459716 | -86.220595 | 0 |
10,987 | 2020-06-24 14:43:04 | 4,586,810,168,620,942 | fraud_Bogisich-Weimann | kids_pets | 101.19 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 54894e5dc33a4606419f2591b41688b0 | 1,372,084,984 | 31.98235 | -80.774265 | 0 |
10,988 | 2020-06-24 14:43:37 | 2,296,006,538,441,789 | fraud_Altenwerth-Kilback | home | 18.71 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | c6a7fdd8ede9aca9b58f452dfad77974 | 1,372,085,017 | 40.935713 | -73.146534 | 0 |
10,989 | 2020-06-24 14:43:53 | 4,716,561,796,955,522 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 5.28 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 55d9920b4e45d1d6df7463b474025582 | 1,372,085,033 | 47.933576 | -113.585458 | 0 |
10,990 | 2020-06-24 14:44:59 | 4,798,937,978,667,560,000 | fraud_Maggio-Fahey | misc_pos | 169.16 | Robert | Williams | M | 09419 Lewis Rapids | Bay City | MI | 48,706 | 43.6088 | -83.953 | 67,858 | Water quality scientist | 1995-03-13 | 77b5ce1192b76d79052127a469cc89a8 | 1,372,085,099 | 43.21426 | -83.661253 | 0 |
10,991 | 2020-06-24 14:45:40 | 6,011,399,591,920,186 | fraud_Kautzer and Sons | personal_care | 60.51 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | 1d1896907d5d6a7774562b441eb71d94 | 1,372,085,140 | 41.196088 | -72.760889 | 0 |
10,992 | 2020-06-24 14:46:06 | 6,011,492,816,282,597 | fraud_Zboncak, Rowe and Murazik | shopping_net | 7.96 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | 743ff92a12e029aba2d188aa954b847f | 1,372,085,166 | 34.024542 | -92.475269 | 0 |
10,993 | 2020-06-24 14:46:22 | 6,011,693,194,885,790 | fraud_Pouros-Haag | shopping_pos | 4.72 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 1cf045351f319f6cc1752e4bf81b6c6d | 1,372,085,182 | 45.845126 | -92.75145 | 0 |
10,994 | 2020-06-24 14:46:27 | 4,365,382,885,912,355 | fraud_Schumm, McLaughlin and Carter | food_dining | 61.86 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | 4f024ca2a4da647cfcf6e92c162837fb | 1,372,085,187 | 48.388742 | -93.194886 | 0 |
10,995 | 2020-06-24 14:46:41 | 4,509,922,033,272,157 | fraud_Kautzer and Sons | personal_care | 21.13 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | 9a544fe6d39922ce2ccb4e2ee0ca6ff2 | 1,372,085,201 | 44.248546 | -96.48165 | 0 |
10,996 | 2020-06-24 14:46:51 | 3,586,008,444,788,268 | fraud_Willms, Kris and Bergnaum | shopping_pos | 6.72 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 540cfb2d1a59c048741d46c37646271c | 1,372,085,211 | 46.844806 | -122.924516 | 0 |
10,997 | 2020-06-24 14:47:32 | 2,318,062,975,163,331 | fraud_Gislason Group | travel | 2.14 | William | Martinez | M | 0207 Griffith Plains Apt. 544 | Louisiana | MO | 63,353 | 39.4336 | -91.0664 | 4,593 | Teacher, early years/pre | 1940-11-11 | 7278f00631e74f2a4fd082b96ee56fd8 | 1,372,085,252 | 39.099344 | -91.808387 | 0 |
10,998 | 2020-06-24 14:47:53 | 377,993,105,397,617 | fraud_Smith-Stokes | misc_pos | 6.14 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 2201fcb6bef66c393c65cbbe5039dc2b | 1,372,085,273 | 45.084944 | -87.318203 | 0 |
10,999 | 2020-06-24 14:48:38 | 345,389,171,551,808 | fraud_Botsford PLC | home | 81.84 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | b91987ed2db5b6d6fce7bf1acd29819f | 1,372,085,318 | 33.022533 | -90.322641 | 0 |
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