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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,267,800 | 2020-06-10 15:39:32 | 3,502,088,871,723,054 | fraud_Turcotte-Halvorson | misc_pos | 4.77 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | d65a52d674b64f50f61cd3a062940446 | 1,370,878,772 | 38.967864 | -77.526201 | 0 |
1,267,801 | 2020-06-10 15:40:20 | 4,355,790,796,238,265,000 | fraud_Yost, Schamberger and Windler | kids_pets | 91.93 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | a1ebf2154cc655acf628c9cedb58b7ea | 1,370,878,820 | 40.715211 | -91.605655 | 0 |
1,267,802 | 2020-06-10 15:41:34 | 4,635,330,563,105,903 | fraud_Weber and Sons | food_dining | 32.13 | Christina | Rose | F | 1984 Taylor Island Suite 836 | Falls Church | VA | 22,046 | 38.8856 | -77.1802 | 116,155 | Chartered accountant | 1983-07-10 | 34a063e3d22e73d1ae99a12db601c4bd | 1,370,878,894 | 39.237459 | -77.08534 | 0 |
1,267,803 | 2020-06-10 15:41:43 | 4,736,845,434,667,908,000 | fraud_Hoppe, Harris and Bednar | entertainment | 21.1 | Toni | Gomez | F | 062 Carl Dam | Altona | NY | 12,910 | 44.8816 | -73.6408 | 2,148 | Surveyor, land/geomatics | 1953-05-23 | 0c2645b6602c038813cdb0a1fce90e4f | 1,370,878,903 | 43.997622 | -73.647646 | 0 |
1,267,804 | 2020-06-10 15:41:45 | 3,546,897,637,165,774 | fraud_Ankunding-Carroll | travel | 88.69 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | 3a7777a2f7d1b73e50b14e07504481ec | 1,370,878,905 | 30.690545 | -97.087601 | 0 |
1,267,805 | 2020-06-10 15:41:56 | 2,712,209,726,293,386 | fraud_Konopelski, Schneider and Hartmann | food_dining | 120.7 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 7f43fca9f236df017a13702601627474 | 1,370,878,916 | 29.754934 | -91.16827 | 0 |
1,267,806 | 2020-06-10 15:42:18 | 4,048,508,450,704,760 | fraud_Barton LLC | kids_pets | 63.49 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 6d5e1d37715def259c7a70d2deb320d6 | 1,370,878,938 | 40.42782 | -98.830873 | 0 |
1,267,807 | 2020-06-10 15:42:29 | 4,302,480,582,202,074 | fraud_Berge-Ullrich | home | 49.18 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | 85c3900cdf862f5e023b61052a884fc7 | 1,370,878,949 | 42.970226 | -86.297261 | 0 |
1,267,808 | 2020-06-10 15:43:12 | 38,530,489,946,071 | fraud_Dooley Inc | shopping_pos | 21.01 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | c1ec0570cc44debdbeb87e4cd90b04d6 | 1,370,878,992 | 35.169878 | -81.905273 | 0 |
1,267,809 | 2020-06-10 15:44:12 | 4,457,732,997,086,323,700 | fraud_Powlowski-Weimann | food_dining | 56.49 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | 15f616aa1575075a305ef684e066887c | 1,370,879,052 | 37.906584 | -121.207548 | 0 |
1,267,810 | 2020-06-10 15:44:14 | 4,836,998,673,805,450 | fraud_Cummerata-Hilpert | entertainment | 85.25 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 7fdb5171e0e1e75f737d93c7ace9d127 | 1,370,879,054 | 46.100042 | -85.297632 | 0 |
1,267,811 | 2020-06-10 15:44:39 | 4,874,017,206,859,125 | fraud_Mueller, Gerhold and Mueller | health_fitness | 4.79 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | 8545d78beacee6217fa8277a9d01e893 | 1,370,879,079 | 44.580489 | -122.019008 | 0 |
1,267,812 | 2020-06-10 15:45:13 | 6,011,366,578,560,244 | fraud_Dibbert and Sons | entertainment | 9.28 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | f8ddcc1944f763fbc492f8f3a79368ac | 1,370,879,113 | 41.077199 | -78.539755 | 0 |
1,267,813 | 2020-06-10 15:45:46 | 6,515,067,575,568,369 | fraud_Breitenberg-Hermiston | kids_pets | 64.66 | Kevin | Pena | M | 2674 Bentley Radial | Damascus | VA | 24,236 | 36.6403 | -81.7776 | 3,085 | Land/geomatics surveyor | 1990-10-15 | dd44fcf1eb019dcdc003ca32cd96fb20 | 1,370,879,146 | 36.156962 | -81.730638 | 0 |
1,267,814 | 2020-06-10 15:46:00 | 4,922,710,831,011,201 | fraud_Gottlieb-Hansen | personal_care | 34.54 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 0a1f35f698f5c8f8d6d44a24a9a0dfde | 1,370,879,160 | 41.139473 | -79.90205 | 0 |
1,267,815 | 2020-06-10 15:46:05 | 345,933,964,507,467 | fraud_Kris-Padberg | shopping_pos | 3.09 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 71794a1002092ec17d79991431c41de9 | 1,370,879,165 | 37.745743 | -74.941774 | 0 |
1,267,816 | 2020-06-10 15:46:09 | 180,056,173,248,083 | fraud_Price Inc | shopping_net | 1.92 | 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 | f7742146ad3b3d97dd14c98e593cbdbd | 1,370,879,169 | 44.203178 | -84.668469 | 0 |
1,267,817 | 2020-06-10 15:46:16 | 4,067,137,330,196,900 | fraud_Altenwerth-Kilback | home | 8.43 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | 2ff22609d2d8dc31f3c3ee63eb163ef8 | 1,370,879,176 | 33.479447 | -86.809619 | 0 |
1,267,818 | 2020-06-10 15:46:24 | 676,298,633,337 | fraud_Block Group | misc_pos | 3.71 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | 4670cc801656b0a5c787e93630dc1404 | 1,370,879,184 | 39.691534 | -80.190987 | 0 |
1,267,819 | 2020-06-10 15:46:53 | 502,038,091,380 | fraud_Moore, Williamson and Emmerich | home | 91.48 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | e57b39f5036f741a9a1d38848cdb6f77 | 1,370,879,213 | 36.318166 | -92.605645 | 0 |
1,267,820 | 2020-06-10 15:47:14 | 4,476,840,372,112 | fraud_Kemmer-Buckridge | misc_pos | 16.83 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 20e72bbb739c8b8ee366948dde13dc82 | 1,370,879,234 | 35.606037 | -86.817598 | 0 |
1,267,821 | 2020-06-10 15:47:16 | 4,653,879,239,169,997 | fraud_Lynch-Wisozk | home | 5.05 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | 3f3f72dd19f02093a9465852ac7bb25d | 1,370,879,236 | 37.059226 | -86.841133 | 0 |
1,267,822 | 2020-06-10 15:48:30 | 4,587,657,402,165,341,700 | fraud_Simonis-Prohaska | misc_pos | 101.27 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 6ac667bd633e7c2981c48b79f258b967 | 1,370,879,310 | 41.177809 | -87.938858 | 0 |
1,267,823 | 2020-06-10 15:49:32 | 581,686,439,828 | fraud_Leffler-Goldner | personal_care | 1.08 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 21ca3b286a54f1923faf0e5e1e47994f | 1,370,879,372 | 41.975809 | -80.00717 | 0 |
1,267,824 | 2020-06-10 15:50:01 | 4,873,783,502,705,038 | fraud_Towne, Greenholt and Koepp | shopping_net | 439.95 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 8543ebc89252f7c6b1586453bb696cc0 | 1,370,879,401 | 48.046389 | -123.180663 | 0 |
1,267,825 | 2020-06-10 15:50:13 | 3,598,215,285,024,754 | fraud_Jast and Sons | food_dining | 49.17 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | af2450f7abaaa154a7884926fa2ed73b | 1,370,879,413 | 41.370003 | -73.207314 | 0 |
1,267,826 | 2020-06-10 15:50:56 | 4,560,004,149,983,868,400 | fraud_Jakubowski Inc | home | 85.31 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | 4c18054d84860f479a1317b68631e1e3 | 1,370,879,456 | 39.49024 | -104.605226 | 0 |
1,267,827 | 2020-06-10 15:52:02 | 4,646,845,581,490,336,000 | fraud_Schoen, Nienow and Bauch | personal_care | 8.36 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 9a42c7123ac4c5ae7a4ffb067cdf911a | 1,370,879,522 | 41.357991 | -72.33998 | 0 |
1,267,828 | 2020-06-10 15:52:48 | 4,003,771,737,807,706 | fraud_Klein Group | entertainment | 69.46 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | 9cba10870c75605c52403c0340eca030 | 1,370,879,568 | 34.484034 | -90.619179 | 0 |
1,267,829 | 2020-06-10 15:53:56 | 639,023,984,367 | fraud_Abbott-Rogahn | entertainment | 30.16 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 6ea20f8845789a7f242d8b074a790360 | 1,370,879,636 | 45.173471 | -74.290422 | 0 |
1,267,830 | 2020-06-10 15:54:33 | 2,348,245,054,386,329 | fraud_Nolan-Williamson | kids_pets | 43.67 | Justin | Gay | M | 268 Hayes Rue Suite 811 | Harborcreek | PA | 16,421 | 42.1767 | -79.9416 | 2,518 | Event organiser | 1946-02-02 | fe28300a102d6085151a2cd5e5f35b63 | 1,370,879,673 | 41.310752 | -79.608501 | 0 |
1,267,831 | 2020-06-10 15:54:48 | 6,011,504,998,544,485 | fraud_Hoppe-Parisian | kids_pets | 27.38 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | e8efa1c9d07a5297bd28503716695f48 | 1,370,879,688 | 32.13999 | -86.856839 | 0 |
1,267,832 | 2020-06-10 15:55:12 | 630,451,534,402 | fraud_Metz-Boehm | shopping_pos | 7.55 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 789c72bfe75c5b735130c86ac533a766 | 1,370,879,712 | 47.277452 | -87.428863 | 0 |
1,267,833 | 2020-06-10 15:55:16 | 2,252,055,259,910,912 | fraud_Ullrich Ltd | kids_pets | 44.34 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | a8a38fbb7740311e2aa801261750e9cb | 1,370,879,716 | 45.486192 | -89.207338 | 0 |
1,267,834 | 2020-06-10 15:55:20 | 4,260,059,589,824,237 | fraud_Kirlin and Sons | personal_care | 38.53 | Aaron | Rogers | M | 969 Huerta Path Apt. 270 | Valentine | NE | 69,201 | 42.8062 | -100.6215 | 4,005 | Network engineer | 1945-03-15 | 001e977fb89ac36b0b1ffa06a6d881c0 | 1,370,879,720 | 43.446277 | -99.651132 | 0 |
1,267,835 | 2020-06-10 15:55:40 | 2,222,001,896,600,109 | fraud_Heller PLC | health_fitness | 120.57 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | e5311e51b24e850a6258e02b797f5ea7 | 1,370,879,740 | 38.760313 | -90.534082 | 0 |
1,267,836 | 2020-06-10 15:58:28 | 581,686,439,828 | fraud_Douglas-White | entertainment | 19.9 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 2dd776974457a4e4c40eb28ba14a5066 | 1,370,879,908 | 41.712341 | -79.401804 | 0 |
1,267,837 | 2020-06-10 15:58:40 | 6,011,652,924,285,713 | fraud_Schoen Ltd | kids_pets | 36.63 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | e1e904c5d6cefb81504eea5fef040ddc | 1,370,879,920 | 37.60476 | -92.31496 | 0 |
1,267,838 | 2020-06-10 15:58:51 | 3,531,129,874,770,000 | fraud_Bednar PLC | kids_pets | 4.31 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | ed80eeac7395500a878f78413c3b764a | 1,370,879,931 | 44.170232 | -72.24596 | 0 |
1,267,839 | 2020-06-10 15:59:54 | 3,527,536,963,490,470 | fraud_Morissette LLC | entertainment | 213.34 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | fa957d723c0bb441d7f2cf0ccede722f | 1,370,879,994 | 33.108624 | -80.312477 | 0 |
1,267,840 | 2020-06-10 16:00:14 | 2,242,542,703,101,233 | fraud_Larkin Ltd | kids_pets | 25.52 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 276dbb0824e99c72fb39ef9b7a1efbbe | 1,370,880,014 | 38.219391 | -86.154317 | 0 |
1,267,841 | 2020-06-10 16:00:23 | 3,567,697,931,646,329 | fraud_Bahringer Group | health_fitness | 94.03 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | e5160272f764c8108a59063328c3f533 | 1,370,880,023 | 41.812755 | -74.041268 | 0 |
1,267,842 | 2020-06-10 16:01:18 | 30,518,206,766,474 | fraud_Kerluke-Abshire | shopping_net | 8.83 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | 500a12bec9bbaea13de45093ecf76c4c | 1,370,880,078 | 37.518382 | -90.331199 | 0 |
1,267,843 | 2020-06-10 16:03:16 | 346,273,234,529,002 | fraud_Kautzer and Sons | personal_care | 17.85 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | 711837cc149c56666b931f47e42b5e0a | 1,370,880,196 | 36.846023 | -80.412441 | 0 |
1,267,844 | 2020-06-10 16:03:24 | 3,501,942,333,500,073 | fraud_Windler, Goodwin and Kovacek | home | 92.67 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | 6e42428f44f7f2d26cf0d28cff208db6 | 1,370,880,204 | 34.791903 | -111.179229 | 0 |
1,267,845 | 2020-06-10 16:03:29 | 3,556,613,125,071,656 | fraud_Kerluke, Considine and Macejkovic | misc_net | 3.26 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 9a5deaf4ff9ca9d1e54554c0dc784e16 | 1,370,880,209 | 29.994955 | -96.034455 | 0 |
1,267,846 | 2020-06-10 16:03:34 | 3,562,264,947,797,243 | fraud_Schumm PLC | health_fitness | 115.08 | Anthony | Velasquez | M | 609 Hunt Grove | Saint Francis | KY | 40,062 | 37.6047 | -85.4251 | 301 | Research officer, political party | 1967-03-17 | ec4adb2110e18e343e3b3bbdc2e8e242 | 1,370,880,214 | 38.361792 | -85.535909 | 0 |
1,267,847 | 2020-06-10 16:03:46 | 675,990,301,623 | fraud_Schumm, McLaughlin and Carter | food_dining | 39.48 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 8236285e4a9da306943c1af1f180e3fa | 1,370,880,226 | 42.065384 | -74.671526 | 0 |
1,267,848 | 2020-06-10 16:04:13 | 4,607,072,969,078,276 | fraud_Fadel, Mertz and Rippin | entertainment | 11.65 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | db49ef351345d8401d0ccf9a64dc3535 | 1,370,880,253 | 35.021359 | -96.484524 | 0 |
1,267,849 | 2020-06-10 16:04:58 | 4,836,998,673,805,450 | fraud_Abernathy and Sons | food_dining | 8.47 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 006abbb33dc8bce48f98f41bd5f748cc | 1,370,880,298 | 45.430687 | -85.337731 | 0 |
1,267,850 | 2020-06-10 16:05:07 | 4,839,615,922,685,395 | fraud_Denesik, Powlowski and Pouros | home | 3.47 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | c4acaf08096b886d9c9f9be2dd7c397c | 1,370,880,307 | 38.295955 | -86.350847 | 0 |
1,267,851 | 2020-06-10 16:05:12 | 4,319,584,480,204,989,000 | fraud_Erdman-Durgan | health_fitness | 16.75 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 0d15fe856c0602011f1e583f06edb4c9 | 1,370,880,312 | 37.629399 | -82.593398 | 0 |
1,267,852 | 2020-06-10 16:05:12 | 2,703,186,189,652,095 | fraud_Pagac LLC | shopping_pos | 354.62 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | b19da1160dbebabba840b436c29f432a | 1,370,880,312 | 35.923821 | -80.215353 | 0 |
1,267,853 | 2020-06-10 16:05:34 | 4,610,050,989,831,291 | fraud_Parker-Kunde | personal_care | 74.2 | James | Lynch | M | 5155 Mary Common Apt. 927 | Utica | PA | 16,362 | 41.4798 | -79.9403 | 1,102 | Garment/textile technologist | 1989-07-08 | 7820cde753f07663a943074e40b7d7c9 | 1,370,880,334 | 41.145505 | -79.257281 | 0 |
1,267,854 | 2020-06-10 16:05:40 | 3,564,839,259,330,465 | fraud_Cormier, Stracke and Thiel | entertainment | 12.35 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | 1f44dae17376f6b26458d72eb0cdc015 | 1,370,880,340 | 38.800693 | -122.146679 | 0 |
1,267,855 | 2020-06-10 16:05:50 | 213,112,402,583,773 | fraud_Brown-Greenholt | entertainment | 7.48 | 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 | 4172d98a23f6dd9dd61762833d6d3df0 | 1,370,880,350 | 33.381408 | -82.482107 | 0 |
1,267,856 | 2020-06-10 16:06:03 | 3,557,442,674,264,531 | fraud_Jones, Sawayn and Romaguera | misc_net | 68.78 | Angela | Edwards | F | 486 Wilkins Pines | Lithopolis | OH | 43,136 | 39.8013 | -82.8125 | 460 | Lecturer, higher education | 2004-06-19 | a8e96e420b50ef8e39bea37032cdc8f7 | 1,370,880,363 | 39.980627 | -82.152288 | 0 |
1,267,857 | 2020-06-10 16:06:09 | 4,725,837,176,265,196,000 | fraud_Mohr-Bayer | shopping_net | 7.01 | Elizabeth | Mckee | F | 358 Pruitt Square | Jay | FL | 32,565 | 30.8985 | -87.1332 | 5,719 | Higher education careers adviser | 1994-11-05 | 8519aa99ab9ea5b8db9a43e883999a0a | 1,370,880,369 | 30.151317 | -87.604792 | 0 |
1,267,858 | 2020-06-10 16:06:10 | 6,592,861,994,408,652 | fraud_Gaylord-Powlowski | home | 31.76 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | 830856cc9210459b6eb9b16d51e77c95 | 1,370,880,370 | 42.330947 | -78.617636 | 0 |
1,267,859 | 2020-06-10 16:06:37 | 3,533,177,016,567,295 | fraud_Wilkinson LLC | personal_care | 82.63 | Derek | Bentley | M | 782 Lee Crossing Apt. 209 | Weeping Water | NE | 68,463 | 40.8731 | -96.1528 | 1,517 | Dealer | 1951-11-08 | b23b5ce09de919851926f0532fcac053 | 1,370,880,397 | 40.640985 | -95.923578 | 0 |
1,267,860 | 2020-06-10 16:10:01 | 4,311,368,326,621,416,000 | fraud_Torphy-Kertzmann | health_fitness | 200.23 | Phillip | Delacruz | M | 26678 Lisa Locks Apt. 904 | Iliff | CO | 80,736 | 40.7692 | -103.0968 | 648 | Community arts worker | 1969-09-21 | 56cc988f47b9fd31d1d938ddc8a0e981 | 1,370,880,601 | 39.977872 | -104.081896 | 0 |
1,267,861 | 2020-06-10 16:10:52 | 30,118,423,745,458 | fraud_Bauch-Blanda | entertainment | 114.23 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 817f3a904e9e9c5a3cb9fc8e0ebc5715 | 1,370,880,652 | 40.353124 | -74.832215 | 0 |
1,267,862 | 2020-06-10 16:13:29 | 2,254,917,871,818,484 | fraud_Schmeler, Bashirian and Price | shopping_net | 6.35 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | ce74872a91f983b4e666d8d34b42f922 | 1,370,880,809 | 38.388851 | -77.020889 | 0 |
1,267,863 | 2020-06-10 16:15:00 | 30,235,268,718,158 | fraud_Botsford and Sons | home | 101.56 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | 1924e37de5e39e604b0519a019904b66 | 1,370,880,900 | 41.834234 | -73.654845 | 0 |
1,267,864 | 2020-06-10 16:15:19 | 4,956,828,990,005,111,000 | fraud_Hoppe, Harris and Bednar | entertainment | 219.5 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 28616f684b4691ef44385bda68baa7e3 | 1,370,880,919 | 40.822427 | -73.584923 | 0 |
1,267,865 | 2020-06-10 16:17:10 | 36,890,292,963,032 | fraud_Feil-Morar | health_fitness | 27.36 | Kimberly | Webb | F | 380 Martin Mission | Girard | GA | 30,426 | 33.0437 | -81.7106 | 1,100 | Conservator, museum/gallery | 1950-04-05 | a9752a39012622da8c5e72a5bd5eefaa | 1,370,881,030 | 32.465734 | -81.042569 | 0 |
1,267,866 | 2020-06-10 16:18:02 | 30,238,755,902,988 | fraud_Reilly and Sons | health_fitness | 39.48 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | ddc70357ec337a701ad80aca4a56364e | 1,370,881,082 | 29.884854 | -98.098023 | 0 |
1,267,867 | 2020-06-10 16:20:12 | 4,089,096,483,689,733,600 | fraud_Kihn Inc | shopping_pos | 1.46 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 6bbe2e847bd3b694076189315cc7c4e9 | 1,370,881,212 | 33.109064 | -94.673634 | 0 |
1,267,868 | 2020-06-10 16:21:31 | 4,474,324,669,797,121 | fraud_Powlowski-Weimann | food_dining | 75 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | e31972cb3893112ed83974844f1080cb | 1,370,881,291 | 37.771411 | -118.310338 | 0 |
1,267,869 | 2020-06-10 16:21:43 | 4,129,767,952,109,660 | fraud_Prosacco, Kreiger and Kovacek | home | 6.42 | Cheryl | Ballard | F | 248 James Squares Apt. 838 | Halstad | MN | 56,548 | 47.3551 | -96.798 | 771 | Scientist, audiological | 1972-06-14 | d920912faee1f02948b249ba919b22f9 | 1,370,881,303 | 46.629378 | -96.066316 | 0 |
1,267,870 | 2020-06-10 16:22:08 | 4,939,976,756,738,216 | fraud_Reichel, Bradtke and Blanda | travel | 6.89 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | bbb1f57786823bc17fd0cc8c3b1029c5 | 1,370,881,328 | 25.554206 | -98.566076 | 0 |
1,267,871 | 2020-06-10 16:22:29 | 3,589,255,887,819,806 | fraud_Smith-Stokes | misc_pos | 5.54 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 82ba69acbc595499c4ce3ac8a27d0516 | 1,370,881,349 | 38.867637 | -78.195527 | 0 |
1,267,872 | 2020-06-10 16:22:36 | 4,683,520,018,489,354 | fraud_Dietrich-Fadel | health_fitness | 5.17 | Charles | Carrillo | M | 17547 Stephen Turnpike Apt. 846 | Hawthorne | CA | 90,250 | 33.9143 | -118.3493 | 93,193 | Editor, magazine features | 1995-04-19 | 25b9ed6a0203250777ae0842e56d345c | 1,370,881,356 | 33.125014 | -119.28254 | 0 |
1,267,873 | 2020-06-10 16:23:25 | 6,011,329,966,782,895 | fraud_Carroll PLC | health_fitness | 31.87 | 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 | b20979c9f5c713196921b2c1674bf35c | 1,370,881,405 | 35.659934 | -97.052658 | 0 |
1,267,874 | 2020-06-10 16:23:32 | 345,389,171,551,808 | fraud_Schmeler Inc | misc_pos | 24.59 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | f6095066137096ab14f5d48a51a539ea | 1,370,881,412 | 33.703903 | -88.996755 | 0 |
1,267,875 | 2020-06-10 16:25:09 | 3,585,052,663,373,890 | fraud_O'Connell-Ullrich | home | 100.57 | Jeffery | Brown | M | 296 Maria Street | West Eaton | NY | 13,484 | 42.8546 | -75.6605 | 176 | Science writer | 1963-12-28 | 29e2a403c9970523cee2a6fb9e9783b2 | 1,370,881,509 | 42.403821 | -75.90203 | 0 |
1,267,876 | 2020-06-10 16:25:26 | 639,095,706,599 | fraud_Torp, Muller and Borer | health_fitness | 31.91 | Kyle | Wilkinson | M | 93970 Trujillo Causeway | Curlew | IA | 50,527 | 42.9633 | -94.7975 | 223 | Estate manager/land agent | 1939-04-14 | 47825f9c544e3eb3f5e3042b4619e04d | 1,370,881,526 | 43.071052 | -95.296841 | 0 |
1,267,877 | 2020-06-10 16:25:46 | 3,500,165,543,009,955 | fraud_Streich, Rolfson and Wilderman | kids_pets | 22.61 | Ricky | Dunn | M | 97689 Davis Point Apt. 967 | Detroit | MI | 48,214 | 42.3669 | -82.9938 | 673,342 | Health visitor | 1983-09-02 | 03d1dea94e48f9dcc7a1372df091a473 | 1,370,881,546 | 41.439549 | -82.968712 | 0 |
1,267,878 | 2020-06-10 16:26:37 | 3,538,520,143,479,972 | fraud_Bins-Tillman | entertainment | 45.68 | Cassandra | Nunez | F | 9572 Austin Forge Suite 612 | Clay Center | OH | 43,408 | 41.5686 | -83.3632 | 269 | Insurance underwriter | 1965-09-15 | 0fe03731b40ab37c6db06d2891e5852f | 1,370,881,597 | 40.70333 | -83.347729 | 0 |
1,267,879 | 2020-06-10 16:27:21 | 180,084,695,172,649 | fraud_Jakubowski Inc | home | 115.38 | Holly | Mann | F | 7644 Joseph Fields | Nokomis | IL | 62,075 | 39.3036 | -89.2853 | 3,458 | Building surveyor | 1985-12-08 | e6dd107a61721219d4e97a7e2a81982a | 1,370,881,641 | 39.753871 | -89.612853 | 0 |
1,267,880 | 2020-06-10 16:30:15 | 372,520,049,757,633 | fraud_Bahringer Group | health_fitness | 28.7 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | a8a7707a23014683017d9761e866d9eb | 1,370,881,815 | 49.34857 | -94.249411 | 0 |
1,267,881 | 2020-06-10 16:30:28 | 343,464,013,864,032 | fraud_Wuckert-Goldner | home | 18.72 | Jodi | Foster | F | 551 Zachary Freeway | Bailey | NC | 27,807 | 35.8072 | -78.0892 | 6,629 | Call centre manager | 1962-08-13 | 65046de0c2edd1914a5f42062c1566aa | 1,370,881,828 | 35.657415 | -79.059514 | 0 |
1,267,882 | 2020-06-10 16:30:41 | 6,528,911,529,051,375 | fraud_Dare, Fritsch and Zboncak | health_fitness | 20.61 | Diane | Smith | F | 195 Murray Overpass Apt. 384 | Winter | WI | 54,896 | 45.8327 | -91.0144 | 1,478 | Neurosurgeon | 1965-04-27 | 24ed6fc1650f79bf7efa0f322226c7cb | 1,370,881,841 | 45.377484 | -91.434866 | 0 |
1,267,883 | 2020-06-10 16:32:47 | 213,186,334,552,049 | fraud_Hackett Group | travel | 3.52 | Andrea | Perkins | F | 37426 Olson Villages | Irvine | PA | 16,329 | 41.8117 | -79.2643 | 528 | Chief Marketing Officer | 1972-09-13 | ea05b45d4ab16a85d79394bc0bcfdddb | 1,370,881,967 | 42.40613 | -78.767641 | 0 |
1,267,884 | 2020-06-10 16:34:13 | 30,103,132,002,433 | fraud_Watsica, Haag and Considine | shopping_pos | 131.68 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | 35e1719c1caed030139e35ef67e2b670 | 1,370,882,053 | 41.171201 | -77.336244 | 0 |
1,267,885 | 2020-06-10 16:34:14 | 4,481,131,401,752 | fraud_Frami Group | entertainment | 51.04 | Frank | Foster | M | 37910 Ward Lights | Shrewsbury | MA | 1,545 | 42.2848 | -71.7205 | 35,299 | English as a second language teacher | 1975-04-30 | bb982c8966d19d95cf06d514b258e972 | 1,370,882,054 | 42.297441 | -71.512807 | 0 |
1,267,886 | 2020-06-10 16:34:20 | 213,180,742,685,905 | fraud_Windler LLC | kids_pets | 62.17 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 1153927336fb3bb08290df5f87012fbf | 1,370,882,060 | 40.097414 | -123.219445 | 0 |
1,267,887 | 2020-06-10 16:35:21 | 372,509,258,176,510 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 7.07 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | d27fce4e8add53038187252d712db516 | 1,370,882,121 | 43.689933 | -83.845822 | 0 |
1,267,888 | 2020-06-10 16:35:27 | 3,543,591,270,174,051 | fraud_Berge-Ullrich | home | 70.88 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | c4ab2afe9a6ee6644e46276e30ddfcb8 | 1,370,882,127 | 40.660355 | -78.236425 | 0 |
1,267,889 | 2020-06-10 16:36:54 | 3,593,118,134,380,341 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 43.74 | Laura | Casey | F | 6114 Moran Way | Steuben | ME | 4,680 | 44.4971 | -67.9503 | 1,131 | Make | 1959-05-10 | f5f3249a475bcf68f4086241c9706196 | 1,370,882,214 | 43.892406 | -67.178185 | 0 |
1,267,890 | 2020-06-10 16:36:55 | 3,595,111,028,444,131 | fraud_Roberts, Ryan and Smith | personal_care | 7.19 | Jeffery | Sanders | M | 5278 Sarah Station Apt. 009 | Cardwell | MO | 63,829 | 36.0434 | -90.2907 | 1,120 | Television floor manager | 1957-04-17 | 4685cf85b0f60047c118fecf1a07d890 | 1,370,882,215 | 36.705208 | -90.943455 | 0 |
1,267,891 | 2020-06-10 16:37:11 | 371,226,440,126,102 | fraud_Will Ltd | food_dining | 251.23 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 89bced6c44d4be2e7a311df2042da3cf | 1,370,882,231 | 39.455912 | -90.204942 | 0 |
1,267,892 | 2020-06-10 16:37:20 | 213,193,596,103,206 | fraud_Botsford and Sons | home | 82.28 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 7336589aad7c282b51854b816b58c1d8 | 1,370,882,240 | 44.87825 | -84.430312 | 0 |
1,267,893 | 2020-06-10 16:37:26 | 3,596,217,206,093,829 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 4.97 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 9760616550199e406d0e0d7abd7f78ac | 1,370,882,246 | 40.787203 | -92.604677 | 0 |
1,267,894 | 2020-06-10 16:37:41 | 180,011,453,250,192 | fraud_Rau-Grant | kids_pets | 53.06 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | ea7afcce8f5cb7aa1a9aaa15c762cd01 | 1,370,882,261 | 41.921605 | -90.862062 | 0 |
1,267,895 | 2020-06-10 16:38:23 | 6,523,180,720,198,790 | fraud_Reilly LLC | home | 162.37 | Alan | Taylor | M | 560 Molina Path | Oakdale | NY | 11,769 | 40.7382 | -73.1297 | 9,506 | Biochemist, clinical | 1953-04-13 | 56550a01c3f2d514491ac18565a94aa7 | 1,370,882,303 | 39.881693 | -73.112659 | 0 |
1,267,896 | 2020-06-10 16:38:52 | 4,973,530,368,125,489,000 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 8.25 | Mary | Rodriguez | F | 8986 Fitzgerald Plains | Winslow | AR | 72,959 | 35.8312 | -94.1187 | 2,786 | Musician | 1965-09-27 | d54e5dbd31c73e6aab09622b24569da9 | 1,370,882,332 | 36.403252 | -93.694066 | 0 |
1,267,897 | 2020-06-10 16:39:34 | 4,996,263,498,048,679 | fraud_Fahey Inc | kids_pets | 73.39 | Kendra | King | F | 154 Hernandez Keys | Smith River | CA | 95,567 | 41.9404 | -124.1587 | 1,930 | Web designer | 1983-06-13 | 6e882043269f9608da99f2526a281930 | 1,370,882,374 | 42.837867 | -123.911826 | 0 |
1,267,898 | 2020-06-10 16:39:47 | 213,157,767,990,030 | fraud_Fisher Inc | shopping_net | 97.72 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 9011d4b7ab096c4dbbfbb7ccd43f8d24 | 1,370,882,387 | 42.332289 | -109.076581 | 0 |
1,267,899 | 2020-06-10 16:40:06 | 3,526,826,139,003,047 | fraud_Kihn-Fritsch | food_dining | 41.21 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | c18309c3ad1b68200dc3a5a665efe422 | 1,370,882,406 | 44.931141 | -85.112816 | 0 |
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