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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,281,700 | 2020-06-15 18:08:17 | 4,646,845,581,490,336,000 | fraud_Feil, Hilpert and Koss | food_dining | 113.74 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | fd2a38c599a2a33ec2511fe52e764611 | 1,371,319,697 | 40.892633 | -72.438103 | 0 |
1,281,701 | 2020-06-15 18:08:22 | 3,598,014,571,045,296 | fraud_Runte-Mohr | food_dining | 48.42 | Lisa | Clark | F | 07943 Davis River | Grimesland | NC | 27,837 | 35.558 | -77.2566 | 5,903 | Manufacturing systems engineer | 1993-10-07 | 97ffb9f2e1d5281a8cd9b09505caa61b | 1,371,319,702 | 36.486412 | -77.559797 | 0 |
1,281,702 | 2020-06-15 18:09:13 | 3,566,094,707,272,327 | fraud_Swift PLC | kids_pets | 23.42 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 51480f6e5980737203f94e6d16af34fa | 1,371,319,753 | 34.715855 | -117.653209 | 0 |
1,281,703 | 2020-06-15 18:09:32 | 30,248,898,834,493 | fraud_Barton LLC | kids_pets | 28.06 | 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 | c1d42aeec145541d77f09a8deb2dcd78 | 1,371,319,772 | 32.370635 | -99.664754 | 0 |
1,281,704 | 2020-06-15 18:09:57 | 340,953,839,692,349 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 6.75 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | e3b5fb91dc02c9e09df4f364d1b5a215 | 1,371,319,797 | 42.214801 | -83.463111 | 0 |
1,281,705 | 2020-06-15 18:10:31 | 3,556,613,125,071,656 | fraud_Jones, Sawayn and Romaguera | misc_net | 1.82 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | d60413720023eafdfb69446e2dd84859 | 1,371,319,831 | 29.778266 | -95.973478 | 0 |
1,281,706 | 2020-06-15 18:10:34 | 6,011,679,934,075,347 | fraud_Kessler Inc | travel | 1.88 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | aa3db738705c0da6bedc9ba5d86f1a71 | 1,371,319,834 | 41.031425 | -105.813238 | 0 |
1,281,707 | 2020-06-15 18:10:46 | 3,521,417,320,836,166 | fraud_Pagac LLC | shopping_pos | 326.25 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 1e5c75534a92c1ea5a2c80ebc26c17ad | 1,371,319,846 | 39.645604 | -85.885336 | 0 |
1,281,708 | 2020-06-15 18:11:11 | 5,580,563,567,307,107 | fraud_Bauch-Blanda | entertainment | 85.53 | Stanley | Dickson | M | 078 Alex Fields | Smock | PA | 15,480 | 39.9961 | -79.7678 | 1,946 | Charity fundraiser | 1990-06-21 | 439ce2ce30bbdc7b26bcc19944db9508 | 1,371,319,871 | 39.81486 | -80.563531 | 0 |
1,281,709 | 2020-06-15 18:11:12 | 4,497,451,418,073,897,000 | fraud_Schneider, Hayes and Nikolaus | food_dining | 43.07 | Elizabeth | Glover | F | 246 Stewart Green Suite 149 | West Monroe | LA | 71,291 | 32.5317 | -92.176 | 54,185 | Radiographer, diagnostic | 1992-11-20 | 592caeace5ccd160e0606683d9eb9d45 | 1,371,319,872 | 31.909543 | -92.725412 | 0 |
1,281,710 | 2020-06-15 18:11:13 | 4,661,996,144,291,812,000 | fraud_Botsford and Sons | home | 9.97 | Linda | Park | F | 24607 Charles Mountains | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Operations geologist | 1963-08-04 | 0a3a48864f61bcf5ca7d8a68b54eaa67 | 1,371,319,873 | 41.668808 | -78.797565 | 0 |
1,281,711 | 2020-06-15 18:11:18 | 3,591,919,803,438,423 | fraud_Koss, McLaughlin and Mayer | food_dining | 106.58 | Brian | Williams | M | 32941 Krystal Mill Apt. 552 | Titusville | FL | 32,780 | 28.5697 | -80.8191 | 54,767 | Set designer | 1987-07-25 | cb29b373d8a50c7d86483f1626ddb1db | 1,371,319,878 | 27.789817 | -80.624205 | 0 |
1,281,712 | 2020-06-15 18:11:42 | 3,576,511,691,045,060 | fraud_Zboncak LLC | food_dining | 3.55 | Leah | Garner | F | 147 Mckinney Run Apt. 743 | Ehrhardt | SC | 29,081 | 33.1044 | -81.0221 | 1,352 | Engineer, materials | 1992-10-08 | 44794846bcbf7d6fba4b909295e60988 | 1,371,319,902 | 33.212265 | -80.395585 | 0 |
1,281,713 | 2020-06-15 18:12:27 | 4,742,883,543,039,288,000 | fraud_Pfeffer and Sons | shopping_pos | 8.34 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | 8bc48f3224ebc4e1e846cc612361a769 | 1,371,319,947 | 20.27164 | -155.531857 | 0 |
1,281,714 | 2020-06-15 18:12:31 | 4,585,132,874,641 | fraud_Kihn, Abernathy and Douglas | shopping_net | 2.83 | Karen | Gordon | F | 543 Ware Path Apt. 593 | Utica | MO | 64,686 | 39.7417 | -93.6289 | 271 | Land/geomatics surveyor | 1972-04-18 | fd904acd5078c9dc15db1367fc5dd604 | 1,371,319,951 | 39.667799 | -93.592186 | 0 |
1,281,715 | 2020-06-15 18:12:34 | 3,573,386,445,588,324 | fraud_Kirlin and Sons | personal_care | 88.43 | Stephanie | Murphy | F | 526 Stacy Walks | Barnard | SD | 57,426 | 45.7205 | -98.5534 | 63 | Systems developer | 1969-10-30 | f9708437812ae15eb230dc3f5a673dff | 1,371,319,954 | 45.566738 | -98.978753 | 0 |
1,281,716 | 2020-06-15 18:12:35 | 345,933,964,507,467 | fraud_Halvorson Group | misc_pos | 2.13 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | e2c51dfbeb4344c6ab291cd5ad160c8c | 1,371,319,955 | 37.678096 | -75.835972 | 0 |
1,281,717 | 2020-06-15 18:12:59 | 6,011,652,924,285,713 | fraud_White and Sons | home | 36.67 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 79635f2f364a48312268615c9dddd3df | 1,371,319,979 | 37.91242 | -93.359866 | 0 |
1,281,718 | 2020-06-15 18:13:30 | 4,364,010,865,167,176 | fraud_Nienow, Barrows and Romaguera | personal_care | 17.18 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 97df2c9eccc6265067aa0417b01e9f2b | 1,371,320,010 | 39.295876 | -118.930089 | 0 |
1,281,719 | 2020-06-15 18:13:38 | 6,011,504,998,544,485 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 4.76 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 3020dd9fc462a99e4da7b706da20a920 | 1,371,320,018 | 33.504528 | -85.909465 | 0 |
1,281,720 | 2020-06-15 18:13:44 | 30,404,291,151,692 | fraud_Dare, Casper and Bartoletti | kids_pets | 62.52 | Savannah | Lewis | F | 537 Walker Freeway | North Tonawanda | NY | 14,120 | 43.0498 | -78.851 | 45,100 | Ambulance person | 1993-10-25 | 5d4a811089521219349466a808048e80 | 1,371,320,024 | 42.490368 | -78.28567 | 0 |
1,281,721 | 2020-06-15 18:13:57 | 6,011,724,471,098,086 | fraud_Abbott-Steuber | personal_care | 61.21 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 38958899fe650e32b55c02007305dee3 | 1,371,320,037 | 45.554232 | -118.856245 | 0 |
1,281,722 | 2020-06-15 18:14:07 | 2,235,335,206,132,667 | fraud_Feil-Morar | health_fitness | 70.69 | Maria | Rosales | F | 6611 Parrish Garden Apt. 428 | Waynesfield | OH | 45,896 | 40.6072 | -83.9585 | 2,089 | Building control surveyor | 1963-06-22 | f0a0e3ee62a8bab26ed13e48a56f47b3 | 1,371,320,047 | 40.598286 | -83.240246 | 0 |
1,281,723 | 2020-06-15 18:14:10 | 340,951,438,290,556 | fraud_Effertz LLC | entertainment | 80.07 | Maria | Garcia | F | 865 Thomas Village | Orangeburg | NY | 10,962 | 41.0442 | -73.9609 | 5,950 | Records manager | 1971-07-02 | edf1b893f7d15745fdc6b7f1461c0596 | 1,371,320,050 | 40.650805 | -73.690252 | 0 |
1,281,724 | 2020-06-15 18:15:07 | 6,011,399,591,920,186 | fraud_Bradtke, Torp and Bahringer | personal_care | 5.94 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | e7c800c09e8ef9bbb1780f624777b3ef | 1,371,320,107 | 41.101385 | -73.978724 | 0 |
1,281,725 | 2020-06-15 18:15:17 | 4,874,017,206,859,125 | fraud_Cronin, Kshlerin and Weber | health_fitness | 36.65 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | f0bb917bfb8ce1b663d33bf3aa4caef9 | 1,371,320,117 | 44.654856 | -122.446669 | 0 |
1,281,726 | 2020-06-15 18:15:26 | 4,562,827,002,127 | fraud_Hermann and Sons | shopping_pos | 6.9 | Christopher | Johnson | M | 28711 Kristine Junction Suite 309 | Greenville | OH | 45,331 | 40.0987 | -84.6342 | 22,930 | Media planner | 1971-11-26 | a1f950adb6dea5294fba0729eaa95b48 | 1,371,320,126 | 40.247466 | -84.871432 | 0 |
1,281,727 | 2020-06-15 18:15:36 | 4,451,438,912,406,400 | fraud_Botsford Ltd | shopping_pos | 151.84 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | abe26f3f7899b3af986f48c809c8e8f6 | 1,371,320,136 | 34.682046 | -94.304901 | 0 |
1,281,728 | 2020-06-15 18:15:41 | 502,038,091,380 | fraud_Kassulke Inc | entertainment | 76.16 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | 8b60f364f367b12098a91bc9e71ce251 | 1,371,320,141 | 36.834026 | -93.482231 | 0 |
1,281,729 | 2020-06-15 18:15:49 | 6,011,149,206,456,997 | fraud_Lowe, Dietrich and Erdman | kids_pets | 47.62 | Jeffrey | White | M | 8617 Holmes Terrace Suite 651 | Tuscarora | MD | 21,790 | 39.2667 | -77.5101 | 100 | Production assistant, television | 1979-12-11 | 468513df335566f3f6a2e90e52e091da | 1,371,320,149 | 38.526133 | -77.615919 | 0 |
1,281,730 | 2020-06-15 18:17:05 | 4,464,457,352,619 | fraud_Lubowitz-Walter | kids_pets | 1.03 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | d80c177d6888356cea3fa9d60f4089f6 | 1,371,320,225 | 29.688975 | -84.76729 | 0 |
1,281,731 | 2020-06-15 18:17:18 | 4,488,258,847,705,225,700 | fraud_Graham and Sons | health_fitness | 35.72 | Jessica | Shaw | F | 5745 Blair Locks | West Columbia | SC | 29,170 | 33.9568 | -81.1405 | 52,126 | Chemical engineer | 1929-08-23 | e11bc616f9ffc9fb0200004639af28f8 | 1,371,320,238 | 33.326322 | -81.159709 | 0 |
1,281,732 | 2020-06-15 18:17:43 | 4,841,313,716,651,064 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 136.97 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | 165d413a873a83daa1a7b16f251f6c07 | 1,371,320,263 | 43.663772 | -71.993552 | 0 |
1,281,733 | 2020-06-15 18:17:54 | 4,601,636,330,889 | fraud_Waelchi Inc | kids_pets | 26.15 | Mark | Rivera | M | 383 Contreras Hills Suite 658 | Humble | TX | 77,338 | 30.0041 | -95.2825 | 194,500 | Tax adviser | 1990-12-18 | 66b99458739fda0e12466f18fae4f9fa | 1,371,320,274 | 29.143226 | -94.581909 | 0 |
1,281,734 | 2020-06-15 18:17:57 | 4,623,560,839,669 | fraud_Schuppe-Schuppe | food_dining | 29.45 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | 9b33da65630dd61d92298b0968c8a92f | 1,371,320,277 | 41.750722 | -95.187046 | 0 |
1,281,735 | 2020-06-15 18:18:30 | 4,939,976,756,738,216 | fraud_Friesen Ltd | health_fitness | 45.18 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 58db37fc837bac4b3acb677f11f79389 | 1,371,320,310 | 25.825853 | -98.621437 | 0 |
1,281,736 | 2020-06-15 18:18:34 | 213,154,573,301,411 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 116.12 | Christopher | Sheppard | M | 39218 Baker Shoals | Bristow | IN | 47,515 | 38.1981 | -86.6821 | 965 | Horticultural therapist | 1982-02-10 | 2507ee47c18e266c0e83bce7117dde51 | 1,371,320,314 | 38.621259 | -86.903023 | 0 |
1,281,737 | 2020-06-15 18:19:30 | 3,567,697,931,646,329 | fraud_Corwin-Romaguera | travel | 7.66 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 282eb9b0aeaf249371da346f9338b06b | 1,371,320,370 | 43.155032 | -72.898425 | 0 |
1,281,738 | 2020-06-15 18:21:01 | 30,235,268,718,158 | fraud_Gulgowski LLC | home | 136.02 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | cdaceabb05fa6865be35d6fc22ec0006 | 1,371,320,461 | 41.982188 | -74.075864 | 0 |
1,281,739 | 2020-06-15 18:21:18 | 3,547,574,373,318,979 | fraud_O'Connell, Botsford and Hand | home | 22.96 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | e042976934b34a95718552c48546ca71 | 1,371,320,478 | 39.137782 | -88.06535 | 0 |
1,281,740 | 2020-06-15 18:22:33 | 370,877,495,212,014 | fraud_Kutch-Ferry | home | 24.11 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 48dc2e2ffef6111e37a16b4a6d352e56 | 1,371,320,553 | 35.384059 | -81.362772 | 0 |
1,281,741 | 2020-06-15 18:22:55 | 30,011,465,039,817 | fraud_Botsford PLC | home | 30.16 | Lisa | Garcia | F | 213 Gill Expressway | Chatham | NY | 12,037 | 42.3496 | -73.5873 | 4,015 | Human resources officer | 1971-10-14 | 0f3329d05aa48de770e58885b91c1fa0 | 1,371,320,575 | 42.785205 | -73.275797 | 0 |
1,281,742 | 2020-06-15 18:23:40 | 4,396,682,467,723 | fraud_Gottlieb Group | kids_pets | 53 | Scott | Cole | M | 646 Louis Fort Apt. 665 | North Las Vegas | NV | 89,084 | 36.2815 | -115.1482 | 214,518 | Catering manager | 1960-01-16 | 8b92ae6997291a236b6535139e6c51d0 | 1,371,320,620 | 36.810999 | -115.806525 | 0 |
1,281,743 | 2020-06-15 18:23:51 | 5,540,636,818,935,089 | fraud_Schumm PLC | shopping_net | 6.73 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | bddf3cccb3b27965ed866b616ae6d1e5 | 1,371,320,631 | 42.725352 | -70.437848 | 0 |
1,281,744 | 2020-06-15 18:24:08 | 630,484,879,808 | fraud_Jast and Sons | food_dining | 63.18 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | 3d09bab70023c90c4decb515900d4efd | 1,371,320,648 | 37.448018 | -120.13896 | 0 |
1,281,745 | 2020-06-15 18:24:25 | 4,209,696,857,872,688,600 | fraud_Torp, Muller and Borer | health_fitness | 29.28 | Sarah | Bell | F | 6963 Russell Causeway Suite 231 | Galatia | IL | 62,935 | 37.8274 | -88.6235 | 1,943 | Restaurant manager, fast food | 1971-10-19 | 2afc5dacec614d1c809de35b78eb78f9 | 1,371,320,665 | 37.013306 | -88.476755 | 0 |
1,281,746 | 2020-06-15 18:24:49 | 213,153,151,785,052 | fraud_Yost, Schamberger and Windler | kids_pets | 40.15 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 2d021a36500bd396cf136236b9618f6d | 1,371,320,689 | 44.55414 | -89.69699 | 0 |
1,281,747 | 2020-06-15 18:25:03 | 3,533,800,906,065,217 | fraud_Kassulke Inc | entertainment | 1.19 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | 26cc4303fc32f422ae1e2c3420248a70 | 1,371,320,703 | 40.8599 | -99.638776 | 0 |
1,281,748 | 2020-06-15 18:25:31 | 2,242,542,703,101,233 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 116.56 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 1e32a68de2e02062c7202e0fc629ba35 | 1,371,320,731 | 38.112682 | -85.170279 | 0 |
1,281,749 | 2020-06-15 18:25:35 | 3,500,969,075,198,072 | fraud_Ziemann-Waters | health_fitness | 6.02 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 65306d98a2e15eb3c153d9471ed0673f | 1,371,320,735 | 47.981416 | -117.156736 | 0 |
1,281,750 | 2020-06-15 18:26:14 | 373,905,417,449,658 | fraud_Torphy-Kertzmann | health_fitness | 10.27 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | abfe2fd4505df69f38c654c16cd568f1 | 1,371,320,774 | 32.073837 | -97.62535 | 0 |
1,281,751 | 2020-06-15 18:26:21 | 4,861,310,130,652,567,000 | fraud_Jacobi and Sons | shopping_pos | 95.22 | 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 | b00cf574bd16bf6bea33c9910cdac017 | 1,371,320,781 | 29.537712 | -90.273758 | 0 |
1,281,752 | 2020-06-15 18:26:54 | 2,720,433,095,629,877 | fraud_Spencer-Runolfsson | misc_pos | 8.41 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | b088ccb79e54dbc29b332480f1f4b93c | 1,371,320,814 | 44.938728 | -68.968665 | 0 |
1,281,753 | 2020-06-15 18:26:57 | 30,131,826,429,364 | fraud_Shields-Wunsch | health_fitness | 20.04 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 60cfdc9f4c64e98c66b4d48d05b2b41e | 1,371,320,817 | 36.804084 | -84.16711 | 0 |
1,281,754 | 2020-06-15 18:27:14 | 3,585,740,823,295,298 | fraud_Bode-Rempel | kids_pets | 48.38 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 3b76bc6a0043f5e03e02e86d3a9a5080 | 1,371,320,834 | 34.922015 | -99.146488 | 0 |
1,281,755 | 2020-06-15 18:27:58 | 4,839,043,708,100,390 | fraud_Hermiston, Pacocha and Smith | health_fitness | 218.61 | Meredith | Campbell | F | 043 Hanson Turnpike | Hedrick | IA | 52,563 | 41.1826 | -92.3097 | 1,583 | Geochemist | 1999-06-28 | 803d43c912ffed97b56aabba520f82a8 | 1,371,320,878 | 42.031693 | -91.971523 | 0 |
1,281,756 | 2020-06-15 18:28:04 | 3,581,130,339,108,561 | fraud_Kautzer and Sons | personal_care | 23.25 | Gregory | Wood | M | 622 Robert Summit | Akron | OH | 44,307 | 41.0695 | -81.5488 | 272,134 | Call centre manager | 1964-03-15 | 87be32d2763d01f21048877146d6bc86 | 1,371,320,884 | 40.099603 | -82.366649 | 0 |
1,281,757 | 2020-06-15 18:28:28 | 4,642,255,475,285,942 | fraud_Torphy-Goyette | shopping_pos | 7.54 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 1c53b99bcc1cb00f2c073ced50484185 | 1,371,320,908 | 38.425711 | -108.634871 | 0 |
1,281,758 | 2020-06-15 18:28:32 | 213,153,151,785,052 | fraud_Jacobi Inc | health_fitness | 87.13 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | cbadb4aeacd4d8057421d5c30022edc8 | 1,371,320,912 | 45.544283 | -90.518397 | 0 |
1,281,759 | 2020-06-15 18:28:44 | 4,469,777,115,158,235,000 | fraud_Friesen Inc | shopping_pos | 2.23 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | d95af85ec1dc586b298e79c9b7a83fab | 1,371,320,924 | 42.850951 | -70.639233 | 0 |
1,281,760 | 2020-06-15 18:28:52 | 377,234,009,633,447 | fraud_Beer-Jast | kids_pets | 106.72 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | 2a0f7fb534da211386fe1e72829d5aea | 1,371,320,932 | 39.338061 | -76.916856 | 0 |
1,281,761 | 2020-06-15 18:29:00 | 2,720,433,095,629,877 | fraud_Romaguera Ltd | health_fitness | 4.67 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 2907bdd5554d5c3da92fe46059554dc2 | 1,371,320,940 | 44.811921 | -70.759569 | 0 |
1,281,762 | 2020-06-15 18:29:18 | 4,873,783,502,705,038 | fraud_Windler LLC | kids_pets | 18.81 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 7da429fd9a597f7be49bae550cffabf7 | 1,371,320,958 | 47.657804 | -123.071949 | 0 |
1,281,763 | 2020-06-15 18:29:51 | 5,388,659,976,630,693 | fraud_Bednar PLC | kids_pets | 9.12 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 257a9a2561b3514c72a26b502b24b322 | 1,371,320,991 | 43.121553 | -90.677242 | 0 |
1,281,764 | 2020-06-15 18:29:53 | 567,868,110,212 | fraud_Shanahan-Lehner | personal_care | 26.12 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 0f2baef911190d533d5089b63a8ca7d9 | 1,371,320,993 | 30.314531 | -95.99821 | 0 |
1,281,765 | 2020-06-15 18:29:53 | 3,598,304,579,370,089 | fraud_Metz-Boehm | shopping_pos | 2.02 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | da74a73c6c220d673cc70dc11a6d40b0 | 1,371,320,993 | 37.407474 | -96.753684 | 0 |
1,281,766 | 2020-06-15 18:30:40 | 3,541,160,328,600,277 | fraud_Bernier, Volkman and Hoeger | misc_net | 25.16 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | c4f06dc2a8f6bd7d5e7cb290af862408 | 1,371,321,040 | 39.614873 | -89.794399 | 0 |
1,281,767 | 2020-06-15 18:31:21 | 630,469,040,731 | fraud_Lakin, Ferry and Beatty | food_dining | 2.39 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | 4cab3ffd1e424a1c346665a53db29d13 | 1,371,321,081 | 45.305014 | -120.869538 | 0 |
1,281,768 | 2020-06-15 18:31:53 | 3,575,789,281,659,026 | fraud_Ernser-Feest | home | 55.09 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 838d6b05e861fc3e7c4872d3affd0730 | 1,371,321,113 | 39.690217 | -93.373502 | 0 |
1,281,769 | 2020-06-15 18:32:32 | 4,939,976,756,738,216 | fraud_Goyette, Howell and Collier | shopping_pos | 116.06 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 97ea3c33db52be92283f6abaf1672761 | 1,371,321,152 | 25.857063 | -99.482057 | 0 |
1,281,770 | 2020-06-15 18:32:45 | 4,587,657,402,165,341,700 | fraud_Mante Group | misc_net | 112.23 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | c9fb1a536920ddac61786cf8f605fbb0 | 1,371,321,165 | 40.904314 | -86.780273 | 0 |
1,281,771 | 2020-06-15 18:33:14 | 5,540,636,818,935,089 | fraud_Yost, Block and Koepp | misc_pos | 49.36 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 637e6bf6c546cde261c83d9d58d1c987 | 1,371,321,194 | 43.074741 | -71.876333 | 0 |
1,281,772 | 2020-06-15 18:33:33 | 38,947,654,498,698 | fraud_Beier and Sons | home | 2.03 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | 0bc8e3dbfccb3e906acafcc6eb87ebe3 | 1,371,321,213 | 39.988117 | -82.114365 | 0 |
1,281,773 | 2020-06-15 18:33:45 | 4,862,293,128,558 | fraud_Schiller Ltd | personal_care | 13.13 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | d3564ec451e820b350e9c741869ee838 | 1,371,321,225 | 40.651997 | -78.379806 | 0 |
1,281,774 | 2020-06-15 18:34:00 | 180,084,576,295,055 | fraud_Morissette-Schaefer | personal_care | 74.5 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | 68a8c813f6368a7e12320580aa8f4522 | 1,371,321,240 | 28.246939 | -96.452919 | 0 |
1,281,775 | 2020-06-15 18:34:21 | 3,595,192,916,105,588 | fraud_Fadel, Mertz and Rippin | entertainment | 25.43 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 35eee3ca91949889b732dd24b3664d7b | 1,371,321,261 | 35.542851 | -79.071349 | 0 |
1,281,776 | 2020-06-15 18:34:27 | 4,427,805,710,168 | fraud_Nienow PLC | entertainment | 12.18 | Michelle | Rodriguez | F | 1742 Brandon Squares Apt. 461 | Ruidoso | NM | 88,355 | 33.3305 | -105.6933 | 8,874 | Licensed conveyancer | 2000-08-16 | 30b268cefb2648c3e17eccd24bb0a2cf | 1,371,321,267 | 33.26672 | -105.429986 | 0 |
1,281,777 | 2020-06-15 18:34:51 | 4,788,103,653,396 | fraud_Zemlak, Tillman and Cremin | personal_care | 15.21 | Kristin | Williams | F | 36366 Smith Road | Miamisburg | OH | 45,342 | 39.6321 | -84.2675 | 36,784 | Investment banker, corporate | 1941-07-31 | 118e2f28c6bdd60fcce495cda84aa978 | 1,371,321,291 | 40.45568 | -84.369977 | 0 |
1,281,778 | 2020-06-15 18:35:18 | 3,521,417,320,836,166 | fraud_Greenholt, O'Hara and Balistreri | shopping_net | 167.17 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 95ce664a3c15ca8acf6d9f7488f08c07 | 1,371,321,318 | 39.182057 | -86.123559 | 0 |
1,281,779 | 2020-06-15 18:35:22 | 2,283,743,876,903,625 | fraud_Daugherty LLC | kids_pets | 3.79 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 293d672618be7261aad914b0893d0d9a | 1,371,321,322 | 34.830314 | -85.183951 | 0 |
1,281,780 | 2020-06-15 18:36:00 | 6,540,981,358,631,302 | fraud_Durgan, Gislason and Spencer | home | 99.78 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | 117992ab8dbffa68ef76a69932ac652f | 1,371,321,360 | 41.743877 | -83.034053 | 0 |
1,281,781 | 2020-06-15 18:36:11 | 376,656,886,990,758 | fraud_Ruecker-Mayert | kids_pets | 33.89 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | c4a29707831b941a076af7f7b7880a8c | 1,371,321,371 | 31.495003 | -95.14672 | 0 |
1,281,782 | 2020-06-15 18:36:17 | 4,079,773,899,158 | fraud_Dibbert-Green | entertainment | 18.14 | Eric | Preston | M | 7020 Doyle Stream Apt. 951 | Mesa | ID | 83,643 | 44.6255 | -116.4493 | 129 | Cartographer | 1965-12-15 | 1009be8a09a265c9cf691aaae64e62e5 | 1,371,321,377 | 44.967811 | -116.064415 | 0 |
1,281,783 | 2020-06-15 18:36:47 | 2,254,917,871,818,484 | fraud_Leannon-Ward | food_dining | 8.8 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 97e3f732c864cba1d6499640df6fdc07 | 1,371,321,407 | 37.467905 | -76.523987 | 0 |
1,281,784 | 2020-06-15 18:36:56 | 4,683,520,018,489,354 | fraud_Konopelski, Schneider and Hartmann | food_dining | 6.25 | Charles | Carrillo | M | 17547 Stephen Turnpike Apt. 846 | Hawthorne | CA | 90,250 | 33.9143 | -118.3493 | 93,193 | Editor, magazine features | 1995-04-19 | f721edc6fe7775e32f6776f20b3826a5 | 1,371,321,416 | 34.632883 | -119.009592 | 0 |
1,281,785 | 2020-06-15 18:37:21 | 3,573,030,041,201,292 | fraud_Barrows PLC | shopping_pos | 4.62 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 4dfef8feec08d54e0e1f151629847e47 | 1,371,321,441 | 40.602762 | -110.980636 | 0 |
1,281,786 | 2020-06-15 18:37:45 | 30,026,790,933,302 | fraud_Friesen Ltd | health_fitness | 75.31 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | 5ffbb13cf651fbf27e260969359ab603 | 1,371,321,465 | 32.591657 | -91.857676 | 0 |
1,281,787 | 2020-06-15 18:37:46 | 30,033,162,392,091 | fraud_Jerde-Hermann | travel | 468.41 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | 1b89276dcd6f2abcfefcae6efeb3581e | 1,371,321,466 | 42.906143 | -98.125399 | 0 |
1,281,788 | 2020-06-15 18:38:10 | 30,074,693,890,476 | fraud_Denesik, Powlowski and Pouros | home | 30.57 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | 7c5b907472204612111add6fc0263faf | 1,371,321,490 | 37.109665 | -100.392868 | 0 |
1,281,789 | 2020-06-15 18:38:36 | 3,575,540,972,310,993 | fraud_Hagenes, Kohler and Hoppe | food_dining | 1.15 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | 0a9776e5467c69cd75ffd5625072cd46 | 1,371,321,516 | 34.821196 | -89.64555 | 0 |
1,281,790 | 2020-06-15 18:39:01 | 3,589,255,887,819,806 | fraud_Gleason-Macejkovic | shopping_net | 8.58 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 515b9685a9e6fccfb45136a178c1b2b5 | 1,371,321,541 | 39.846797 | -77.259017 | 0 |
1,281,791 | 2020-06-15 18:39:14 | 2,712,209,726,293,386 | fraud_Torphy-Kertzmann | health_fitness | 128.5 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 244d5343d9c69b8f3a95efa67904480e | 1,371,321,554 | 29.661319 | -90.567107 | 0 |
1,281,792 | 2020-06-15 18:39:38 | 60,416,207,185 | fraud_Bahringer, Bergnaum and Quitzon | home | 128.53 | Mary | Diaz | F | 9886 Anita Drive | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Information systems manager | 1986-02-17 | a8d9c19fdcded4ce06f77b1782e2355f | 1,371,321,578 | 42.938611 | -109.470214 | 0 |
1,281,793 | 2020-06-15 18:39:48 | 213,198,837,352,314 | fraud_Carroll PLC | health_fitness | 78.95 | John | Vega | M | 4483 Sharp Ferry Apt. 468 | Garfield | KS | 67,529 | 38.0649 | -99.2374 | 365 | Equality and diversity officer | 1991-02-03 | 31c58e83be559848b1f2632a9a15090d | 1,371,321,588 | 37.600274 | -100.053442 | 0 |
1,281,794 | 2020-06-15 18:40:03 | 3,565,423,334,076,143 | fraud_Hoppe-Parisian | kids_pets | 23.83 | Nathan | Thomas | M | 4923 Campbell Pines Suite 717 | Carlisle | IN | 47,838 | 38.9763 | -87.3667 | 4,081 | Energy engineer | 1938-03-15 | 3d91aa95941755d124d0b322c4097d78 | 1,371,321,603 | 38.649669 | -86.816144 | 0 |
1,281,795 | 2020-06-15 18:40:50 | 4,635,330,563,105,903 | fraud_Roob, Conn and Tremblay | shopping_pos | 7.27 | Christina | Rose | F | 1984 Taylor Island Suite 836 | Falls Church | VA | 22,046 | 38.8856 | -77.1802 | 116,155 | Chartered accountant | 1983-07-10 | 04b368ecf27075e7b02ab03779248efe | 1,371,321,650 | 37.940066 | -77.66704 | 0 |
1,281,796 | 2020-06-15 18:41:14 | 4,158,945,090,781,624 | fraud_Bernhard, Grant and Langworth | shopping_pos | 1.62 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | cefe18539cc1422303df8462ed9c722a | 1,371,321,674 | 39.508887 | -79.758192 | 0 |
1,281,797 | 2020-06-15 18:41:44 | 213,120,463,918,358 | fraud_Cronin, Kshlerin and Weber | health_fitness | 74.49 | Willie | Jordan | M | 529 West Key | Spearsville | LA | 71,277 | 32.955 | -92.587 | 1,758 | Psychologist, forensic | 1957-08-08 | 661e78f44fb89fb4a1c4d27b33c328ae | 1,371,321,704 | 31.979243 | -91.74829 | 0 |
1,281,798 | 2020-06-15 18:42:13 | 6,534,628,260,579,800 | fraud_Lowe, Dietrich and Erdman | kids_pets | 31.99 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 27b889333fa88b604880ccb1798d3dbd | 1,371,321,733 | 43.577245 | -72.444506 | 0 |
1,281,799 | 2020-06-15 18:42:14 | 373,905,417,449,658 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 8.03 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 1dc268191084dc2ecd4c8bba25892452 | 1,371,321,734 | 31.658635 | -97.841755 | 0 |
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