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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19,100 | 2019-01-12 15:45:04 | 374,238,209,524,200 | fraud_Nicolas, Hills and McGlynn | entertainment | 104.58 | Daniel | Martinez | M | 8510 Acevedo Burgs | Kent | OR | 97,033 | 45.0838 | -120.6649 | 60 | Museum education officer | 1942-04-03 | 2bf0c992f17f694ac0343f189530b574 | 1,326,383,104 | 45.895066 | -120.427459 | 0 |
19,101 | 2019-01-12 15:45:07 | 2,222,001,896,600,109 | fraud_Nienow, Barrows and Romaguera | personal_care | 70.08 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | 9e91428a550cd8a0e5047583c0d4aebf | 1,326,383,107 | 39.334333 | -89.054066 | 0 |
19,102 | 2019-01-12 15:45:23 | 3,568,736,585,751,727 | fraud_Beier LLC | entertainment | 82.36 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | 2c78aa22b03dbffe241df81ff01c7fb7 | 1,326,383,123 | 41.66375 | -94.164791 | 0 |
19,103 | 2019-01-12 15:46:10 | 581,686,439,828 | fraud_Abernathy and Sons | food_dining | 120.58 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | aaac448ccb3f869994c4f1cad95dba18 | 1,326,383,170 | 42.470024 | -80.126576 | 1 |
19,104 | 2019-01-12 15:46:35 | 30,199,621,383,748 | fraud_Schmeler, Bashirian and Price | shopping_net | 8.11 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | 173c63de20a1cad442aa16a45ee7d0f2 | 1,326,383,195 | 33.78737 | -96.39974 | 0 |
19,105 | 2019-01-12 15:46:42 | 6,011,504,998,544,485 | fraud_Schroeder, Hauck and Treutel | entertainment | 54.31 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 2a7a2e46d28a2f58c40a3a7eccaba031 | 1,326,383,202 | 31.916372 | -86.202999 | 0 |
19,106 | 2019-01-12 15:47:22 | 4,423,489,490,781,412 | fraud_Heller PLC | health_fitness | 18.8 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | 6d0e9f42b13d2a3b91dcd5f47d9a7604 | 1,326,383,242 | 41.540241 | -89.670061 | 0 |
19,107 | 2019-01-12 15:47:22 | 4,302,480,582,202,074 | fraud_Gerlach Inc | shopping_net | 20.45 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | 36d727f8d7e55cfc987eb21779b0dfa7 | 1,326,383,242 | 43.273181 | -85.548102 | 0 |
19,108 | 2019-01-12 15:47:44 | 4,562,827,002,127 | fraud_Mueller, Gerhold and Mueller | health_fitness | 59.99 | Christopher | Johnson | M | 28711 Kristine Junction Suite 309 | Greenville | OH | 45,331 | 40.0987 | -84.6342 | 22,930 | Media planner | 1971-11-26 | 4a2ba5c4942c6326376a2bf2149a7512 | 1,326,383,264 | 39.729707 | -84.424724 | 0 |
19,109 | 2019-01-12 15:49:18 | 4,874,017,206,859,125 | fraud_Fadel Inc | health_fitness | 59.94 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | 40ce84f615873637e9856195295c5cdf | 1,326,383,358 | 45.952888 | -122.471434 | 0 |
19,110 | 2019-01-12 15:49:59 | 4,277,232,699,798,846 | fraud_Ullrich Ltd | kids_pets | 56.71 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | 4dee97f17e1e6cc556574d3bf2660d96 | 1,326,383,399 | 46.686999 | -104.269379 | 0 |
19,111 | 2019-01-12 15:50:36 | 6,011,148,190,095,209 | fraud_Denesik and Sons | shopping_pos | 3.11 | Terri | Bailey | F | 508 Erin Mount | Daly City | CA | 94,015 | 37.6787 | -122.478 | 107,941 | Buyer, industrial | 1991-10-04 | 3cd40cefaa2e8f89948190a62b345d64 | 1,326,383,436 | 37.74377 | -122.072367 | 0 |
19,112 | 2019-01-12 15:53:28 | 3,558,652,751,678,952 | fraud_Eichmann-Kilback | home | 51.07 | Teresa | Blankenship | F | 6638 Lucero Mill Suite 952 | Karnack | TX | 75,661 | 32.6205 | -94.2 | 2,807 | Chiropodist | 1931-01-26 | 240a0679cda85455c114020e022cbd63 | 1,326,383,608 | 32.970967 | -93.462237 | 0 |
19,113 | 2019-01-12 15:53:44 | 501,802,953,619 | fraud_Kub PLC | personal_care | 15.61 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | 5b70f451d1fc5b3aa4acee41777a5001 | 1,326,383,624 | 41.239326 | -123.296507 | 0 |
19,114 | 2019-01-12 15:54:34 | 36,581,538,659,449 | fraud_Treutel-King | travel | 9.52 | Brandon | Bridges | M | 957 Miller Falls | Apison | TN | 37,302 | 35.0149 | -85.0164 | 3,730 | Occupational therapist | 1991-01-28 | fffbfd42fe6b81c5f76c875754c5d80f | 1,326,383,674 | 35.501057 | -85.436867 | 0 |
19,115 | 2019-01-12 15:54:36 | 4,727,244,663,135,968 | fraud_Reilly LLC | home | 31.47 | Mary | Lewis | F | 118 Justin Extension | Bay Minette | AL | 36,507 | 30.8635 | -87.7644 | 19,090 | Science writer | 1929-05-30 | 986d5f61a23ff53d99b31649fc60d13c | 1,326,383,676 | 29.878535 | -87.862886 | 0 |
19,116 | 2019-01-12 15:55:56 | 180,049,032,966,888 | fraud_Zboncak Ltd | food_dining | 59.45 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | 874a58ce2863980241685a16532c12be | 1,326,383,756 | 46.500346 | -91.043141 | 0 |
19,117 | 2019-01-12 15:56:45 | 30,551,643,947,183 | fraud_Wuckert, Wintheiser and Friesen | home | 26.09 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 75122745d5805e3160a815f0a27aa578 | 1,326,383,805 | 34.871264 | -81.450325 | 0 |
19,118 | 2019-01-12 15:57:03 | 4,169,759,661,243,568 | fraud_Stamm-Witting | shopping_net | 1.92 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 6b5152185de1100018877fcee95991f1 | 1,326,383,823 | 40.627032 | -75.593254 | 0 |
19,119 | 2019-01-12 15:57:55 | 4,562,827,002,127 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 64.45 | Christopher | Johnson | M | 28711 Kristine Junction Suite 309 | Greenville | OH | 45,331 | 40.0987 | -84.6342 | 22,930 | Media planner | 1971-11-26 | aac796bf8dbd44fd128480a4ea4b71b9 | 1,326,383,875 | 39.252582 | -85.113146 | 0 |
19,120 | 2019-01-12 15:58:31 | 4,155,021,259,183,870 | fraud_Bins, Balistreri and Beatty | shopping_pos | 6.87 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | da2c0610fe9b0d429f97f5239e4f2ee2 | 1,326,383,911 | 35.603731 | -98.821801 | 0 |
19,121 | 2019-01-12 16:01:07 | 4,089,096,483,689,733,600 | fraud_Skiles LLC | home | 76.67 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | e3a7db299e21709e60e8c23f1dcc342f | 1,326,384,067 | 31.533936 | -94.1739 | 0 |
19,122 | 2019-01-12 16:01:20 | 4,586,260,469,584 | fraud_Eichmann-Kilback | home | 162.74 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | 4bd5cc09c1eb638a8e64a83169af98dc | 1,326,384,080 | 40.943991 | -95.393524 | 0 |
19,123 | 2019-01-12 16:02:56 | 213,180,742,685,905 | fraud_Zboncak LLC | food_dining | 39.71 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | a77afda0f2d23300bfe2f0809bdd9c56 | 1,326,384,176 | 40.847277 | -123.625863 | 0 |
19,124 | 2019-01-12 16:03:17 | 676,245,600,876 | fraud_Pacocha-Weissnat | kids_pets | 66.58 | Ashley | Blanchard | F | 292 Lowe Dam Suite 858 | West Palm Beach | FL | 33,417 | 26.7197 | -80.1248 | 459,921 | Historic buildings inspector/conservation officer | 1960-06-14 | 03c6b95043ef854ff47725ad3659c40d | 1,326,384,197 | 27.228307 | -81.122022 | 0 |
19,125 | 2019-01-12 16:03:58 | 6,596,735,789,587,928 | fraud_Fahey Inc | kids_pets | 123.89 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | 3056bcac2d23f9af0aee8933af8ffefe | 1,326,384,238 | 44.099355 | -94.189143 | 0 |
19,126 | 2019-01-12 16:04:33 | 6,011,438,889,172,900 | fraud_Watsica, Haag and Considine | shopping_pos | 45.56 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | c8a46bc72d3b2cd7c04a573694789b06 | 1,326,384,273 | 34.757125 | -90.346405 | 0 |
19,127 | 2019-01-12 16:05:27 | 213,193,596,103,206 | fraud_Kassulke Inc | entertainment | 81.36 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 5a3d017ea0cee6b872630b2f739664a3 | 1,326,384,327 | 45.606975 | -84.756179 | 0 |
19,128 | 2019-01-12 16:06:59 | 4,181,833,256,558,614,000 | fraud_Swift PLC | kids_pets | 19.95 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | bca8d95ccdd7aab5239b78f152758759 | 1,326,384,419 | 37.410599 | -105.674337 | 0 |
19,129 | 2019-01-12 16:07:11 | 3,575,789,281,659,026 | fraud_Fisher Inc | shopping_net | 9.37 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 11e423bf6c83b0e96f4aac8cfca44ddb | 1,326,384,431 | 39.632146 | -94.543452 | 0 |
19,130 | 2019-01-12 16:07:47 | 2,229,378,226,512,508 | fraud_Stark-Batz | entertainment | 65.6 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 9402f7f3e202d26adda5a7bd1056350b | 1,326,384,467 | 44.180933 | -89.812759 | 0 |
19,131 | 2019-01-12 16:07:51 | 4,451,438,912,406,400 | fraud_Pacocha-Bauch | shopping_pos | 151.01 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | 10674f4843fecdc7785b8e780b457193 | 1,326,384,471 | 34.191365 | -93.775517 | 0 |
19,132 | 2019-01-12 16:08:16 | 4,003,771,737,807,706 | fraud_Romaguera Ltd | health_fitness | 73.55 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | d1da882fc5dee2478b2cd03e367234c4 | 1,326,384,496 | 35.996702 | -91.534219 | 0 |
19,133 | 2019-01-12 16:08:26 | 4,783,226,709,001 | fraud_Collier LLC | home | 18.3 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | 643f0493f6d6f44981e866dd1151e6b5 | 1,326,384,506 | 39.017234 | -99.960207 | 0 |
19,134 | 2019-01-12 16:08:30 | 3,523,898,249,167,098 | fraud_Bednar Inc | travel | 8.82 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | a7f846c4aa9ec772e4607c3ddff87bac | 1,326,384,510 | 41.307748 | -74.050356 | 0 |
19,135 | 2019-01-12 16:08:59 | 30,561,214,688,470 | fraud_Morissette PLC | shopping_pos | 4.22 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | 9a3638317893d4f89c601cb025ff36b9 | 1,326,384,539 | 39.662383 | -75.114243 | 0 |
19,136 | 2019-01-12 16:09:23 | 4,900,628,639,996 | fraud_White and Sons | home | 6.33 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | a8a26e2d5626909112cd2e4fa212a70f | 1,326,384,563 | 32.986484 | -118.602793 | 0 |
19,137 | 2019-01-12 16:09:55 | 60,422,928,733 | fraud_Sporer-Keebler | personal_care | 31.91 | Jeffrey | Powers | M | 38352 Parrish Road Apt. 652 | North Augusta | SC | 29,860 | 33.6028 | -81.9748 | 46,944 | Secondary school teacher | 1942-04-02 | cfef5b1e09c70721f2cad52f7a675bdf | 1,326,384,595 | 32.904011 | -82.961037 | 0 |
19,138 | 2019-01-12 16:11:18 | 4,957,924,165,498 | fraud_Kihn-Fritsch | food_dining | 6.93 | Alan | Parsons | M | 0547 Russell Ford Suite 574 | Kirk | CO | 80,824 | 39.6171 | -102.4776 | 207 | Network engineer | 1955-12-04 | 658dfc45f75b12848a96fc236b0b6290 | 1,326,384,678 | 39.389097 | -103.33105 | 0 |
19,139 | 2019-01-12 16:11:55 | 4,069,975,342,931,683 | fraud_Cormier LLC | health_fitness | 4.74 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | 9ed69a7f27622df47788225ca2eb648e | 1,326,384,715 | 38.149576 | -81.88915 | 0 |
19,140 | 2019-01-12 16:12:10 | 370,818,583,810,103 | fraud_Runte, Green and Emard | health_fitness | 108.7 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | 2bbb7fb9a5ffb9b1d2a736982bf3c5e1 | 1,326,384,730 | 40.333813 | -79.895175 | 0 |
19,141 | 2019-01-12 16:14:19 | 4,956,828,990,005,111,000 | fraud_Hills-Boyer | personal_care | 39.17 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | e6272342d048b9dd1c25d74d6378a0c2 | 1,326,384,859 | 40.231586 | -74.285029 | 0 |
19,142 | 2019-01-12 16:14:34 | 3,543,591,270,174,051 | fraud_Osinski Inc | personal_care | 6.8 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | 2c131fdcface1c58163667e429e0faf1 | 1,326,384,874 | 40.967914 | -79.752843 | 0 |
19,143 | 2019-01-12 16:15:47 | 4,239,436,242,473 | fraud_Cole, Hills and Jewess | home | 108.61 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | 6f6359719ed044958f4d9ffa7f243d64 | 1,326,384,947 | 39.168091 | -76.243139 | 0 |
19,144 | 2019-01-12 16:16:26 | 342,952,484,382,519 | fraud_Shanahan-Lehner | personal_care | 124.13 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 61bc225896b0bfffc2511c899354b851 | 1,326,384,986 | 42.282297 | -74.262785 | 0 |
19,145 | 2019-01-12 16:16:41 | 4,063,094,974,360,571,400 | fraud_Little Ltd | kids_pets | 54.27 | Patricia | Mendoza | F | 1683 Davidson Freeway | Mendon | UT | 84,325 | 41.71 | -111.9817 | 2,078 | Scientist, audiological | 1963-06-13 | 2dd2523585c83db236b4ea9d655dd6cf | 1,326,385,001 | 40.909894 | -112.388019 | 0 |
19,146 | 2019-01-12 16:17:32 | 571,844,099,986 | fraud_Gulgowski LLC | home | 60.6 | Susan | Mills | F | 005 Cody Estates | Louisville | KY | 40,202 | 38.2507 | -85.7476 | 736,284 | Engineering geologist | 1952-04-02 | 10cffd407648e63d5e7d77da019b9a0f | 1,326,385,052 | 38.474924 | -86.022024 | 0 |
19,147 | 2019-01-12 16:17:50 | 3,528,231,451,607,350 | fraud_Gutmann, McLaughlin and Wiza | home | 21.28 | Lauren | Moreno | F | 83719 Wilson Shore | Heislerville | NJ | 8,324 | 39.224 | -74.9942 | 526 | Exercise physiologist | 1940-09-06 | 675f69808fa97c080e98602927d373d1 | 1,326,385,070 | 39.410916 | -75.67695 | 0 |
19,148 | 2019-01-12 16:17:52 | 4,342,532,437,704,183 | fraud_Weber, Thiel and Hammes | kids_pets | 309.81 | 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 | d228a3acfba60609e779fd37f74da533 | 1,326,385,072 | 42.788693 | -76.559093 | 0 |
19,149 | 2019-01-12 16:18:47 | 4,319,584,480,204,989,000 | fraud_Waelchi-Wolf | kids_pets | 14.26 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 6f3810b6ebc86e85a949e24de65ba47e | 1,326,385,127 | 38.123302 | -83.41847 | 0 |
19,150 | 2019-01-12 16:19:08 | 3,567,879,740,649,740 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 93.57 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | 74a37fdb8c88e2ccd1187a8948ffda46 | 1,326,385,148 | 44.502551 | -76.340318 | 0 |
19,151 | 2019-01-12 16:19:36 | 4,683,520,018,489,354 | fraud_Kub-Heaney | health_fitness | 48.73 | Charles | Carrillo | M | 17547 Stephen Turnpike Apt. 846 | Hawthorne | CA | 90,250 | 33.9143 | -118.3493 | 93,193 | Editor, magazine features | 1995-04-19 | 7a768603559dc11b1f5c46829ee95eb7 | 1,326,385,176 | 33.065814 | -118.1009 | 0 |
19,152 | 2019-01-12 16:21:15 | 4,469,777,115,158,235,000 | fraud_McDermott-Rice | misc_pos | 3.66 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 60993f8e57c9c1f423e891de5cbaeaa5 | 1,326,385,275 | 43.273864 | -70.709211 | 0 |
19,153 | 2019-01-12 16:21:32 | 3,595,192,916,105,588 | fraud_Ullrich Ltd | kids_pets | 17.23 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 7095a83f099e81ef0a960585d48fb899 | 1,326,385,292 | 34.707816 | -79.717634 | 0 |
19,154 | 2019-01-12 16:22:14 | 4,198,470,814,557 | fraud_Towne, Greenholt and Koepp | shopping_net | 6.94 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 55f00eca1bd945b4851b8802c9b0b2cc | 1,326,385,334 | 41.58876 | -95.941647 | 0 |
19,155 | 2019-01-12 16:22:33 | 6,573,561,108,825,071 | fraud_Schoen, Nienow and Bauch | personal_care | 128.45 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | 3baf369b8562ad143fe968546cd9c4db | 1,326,385,353 | 36.541717 | -95.372148 | 0 |
19,156 | 2019-01-12 16:23:12 | 36,078,114,201,167 | fraud_Cruickshank-Mills | entertainment | 43.68 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 2a819cbfbfc76b9c7081d3ab71dc78fb | 1,326,385,392 | 38.217826 | -82.613523 | 0 |
19,157 | 2019-01-12 16:23:20 | 3,533,177,016,567,295 | fraud_Bins-Tillman | entertainment | 30.77 | Derek | Bentley | M | 782 Lee Crossing Apt. 209 | Weeping Water | NE | 68,463 | 40.8731 | -96.1528 | 1,517 | Dealer | 1951-11-08 | 208d4203fab30d6066a53be68e378c08 | 1,326,385,400 | 40.257489 | -95.859649 | 0 |
19,158 | 2019-01-12 16:24:54 | 4,961,003,488,432,306 | fraud_McDermott, Osinski and Morar | home | 73.26 | Stacy | Walsh | F | 324 Donna Ridge Suite 651 | Cressona | PA | 17,929 | 40.6284 | -76.195 | 1,606 | Ecologist | 1966-05-10 | d154b549f6ce62186705ce291127effb | 1,326,385,494 | 41.392205 | -76.522775 | 0 |
19,159 | 2019-01-12 16:25:10 | 3,545,109,339,866,548 | fraud_Hermiston, Russel and Price | food_dining | 1.87 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 9b4915f0d80ba33dde7401a4c427f1ea | 1,326,385,510 | 34.210135 | -89.556832 | 0 |
19,160 | 2019-01-12 16:27:09 | 213,125,815,021,702 | fraud_Romaguera and Sons | travel | 2.41 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | 60a7f42115fc6a89c39c2b4a9ccab09b | 1,326,385,629 | 43.053188 | -74.149802 | 0 |
19,161 | 2019-01-12 16:27:46 | 676,102,124,465 | fraud_Pouros-Haag | shopping_pos | 154.93 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | ef2efd15276fc0f1d9bddf0c333ae254 | 1,326,385,666 | 38.743867 | -123.239292 | 0 |
19,162 | 2019-01-12 16:28:44 | 4,181,833,256,558,614,000 | fraud_O'Keefe-Wisoky | food_dining | 90.02 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | c1c7f4495d0e2fe0be671e9f1eaa3323 | 1,326,385,724 | 36.861816 | -105.286448 | 0 |
19,163 | 2019-01-12 16:30:21 | 4,904,681,492,230,012 | fraud_Zboncak Ltd | food_dining | 6.79 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | df1a69a71a92b86b07c9fedf364d111b | 1,326,385,821 | 42.469258 | -74.400895 | 0 |
19,164 | 2019-01-12 16:30:47 | 5,130,484,058,948,421 | fraud_Hermiston, Russel and Price | food_dining | 55.16 | Ronald | White | M | 25713 Hamilton Grove Apt. 903 | Beaverdam | OH | 45,808 | 40.8314 | -83.9758 | 349 | Museum/gallery conservator | 1978-12-25 | 5723c3ed3bf80ddd5c52ba624ed6e16c | 1,326,385,847 | 40.062669 | -84.159863 | 0 |
19,165 | 2019-01-12 16:32:33 | 4,761,403,817,546,679,000 | fraud_Schmidt and Sons | shopping_net | 6.79 | Diana | Jacobs | F | 69608 Perez Mountain Apt. 006 | Viola | AR | 72,583 | 36.3924 | -91.9932 | 1,679 | Psychiatric nurse | 1986-05-02 | 954839bcc8ea2d8131c2f67b994b599a | 1,326,385,953 | 37.066666 | -92.93273 | 0 |
19,166 | 2019-01-12 16:32:56 | 4,810,839,835,482,794,000 | fraud_Quitzon-Goyette | home | 2.01 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | 6a6b2645be19f4091bf3cf8edc77feee | 1,326,385,976 | 37.539077 | -95.001102 | 0 |
19,167 | 2019-01-12 16:33:21 | 4,584,931,703,207,308,300 | fraud_O'Hara-Wilderman | food_dining | 107.66 | Amanda | Gomez | F | 8152 Brittany Centers | Dallas | TX | 75,218 | 32.8463 | -96.6972 | 1,263,321 | Designer, ceramics/pottery | 1975-04-16 | ab42663407218867505924a995bfbb85 | 1,326,386,001 | 32.979398 | -96.534588 | 0 |
19,168 | 2019-01-12 16:33:27 | 6,011,381,817,520,024 | fraud_Ullrich Ltd | kids_pets | 120.2 | Kristen | Allen | F | 8619 Lisa Manors Apt. 871 | Lagrange | WY | 82,221 | 41.6423 | -104.1974 | 635 | Product/process development scientist | 1973-07-13 | da78297f0554d7b6e48d471c8bcf0c9d | 1,326,386,007 | 41.705703 | -104.341783 | 0 |
19,169 | 2019-01-12 16:33:28 | 2,288,748,891,690,227 | fraud_Leffler-Goldner | personal_care | 2.51 | Kathleen | Heath | F | 9297 Victor Rest Apt. 382 | Albuquerque | NM | 87,116 | 35.0561 | -106.5506 | 641,349 | Charity officer | 1967-01-24 | c50af2d67870bd524fe102ea6d44add6 | 1,326,386,008 | 36.027054 | -106.843324 | 0 |
19,170 | 2019-01-12 16:33:42 | 4,707,867,759,656,333 | fraud_Hauck, Dietrich and Funk | kids_pets | 19.78 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | a8504c9142852e417aa2e678c1a8ff4e | 1,326,386,022 | 35.881037 | -82.389459 | 0 |
19,171 | 2019-01-12 16:33:54 | 6,011,504,998,544,485 | fraud_Gislason Group | misc_pos | 9.52 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 1bb776ff1f3ce22eedcefdbaac4c308d | 1,326,386,034 | 33.496525 | -86.593083 | 0 |
19,172 | 2019-01-12 16:34:22 | 30,044,330,818,990 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 10.96 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | b4d9879526d6f9dc62f92ae7914ac72e | 1,326,386,062 | 26.61644 | -81.152369 | 0 |
19,173 | 2019-01-12 16:35:19 | 30,273,037,698,427 | fraud_Hills-Witting | shopping_net | 30.85 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 075d10b71aead9efb6c4f7a2b5651277 | 1,326,386,119 | 36.273538 | -90.938482 | 0 |
19,174 | 2019-01-12 16:35:43 | 4,488,258,847,705,225,700 | fraud_Eichmann, Hayes and Treutel | travel | 3.18 | Jessica | Shaw | F | 5745 Blair Locks | West Columbia | SC | 29,170 | 33.9568 | -81.1405 | 52,126 | Chemical engineer | 1929-08-23 | 846851fb67fe3c94db291f6a40ce7286 | 1,326,386,143 | 33.348982 | -80.152801 | 0 |
19,175 | 2019-01-12 16:36:14 | 6,011,504,998,544,485 | fraud_Mayert Group | shopping_pos | 5.65 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 3c395efd3fbbd2e3ff1b083799709f58 | 1,326,386,174 | 33.427143 | -87.426432 | 0 |
19,176 | 2019-01-12 16:37:48 | 4,155,021,259,183,870 | fraud_Kovacek Ltd | travel | 5.99 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | 5023440caaa1c05ab02c11ad3a1c08db | 1,326,386,268 | 34.701367 | -99.398668 | 0 |
19,177 | 2019-01-12 16:40:11 | 3,564,839,259,330,465 | fraud_Prosacco, Kreiger and Kovacek | home | 6.51 | 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 | f79c10f6a8b7565bd3531522183a2a73 | 1,326,386,411 | 37.242136 | -122.199565 | 0 |
19,178 | 2019-01-12 16:40:40 | 6,528,911,529,051,375 | fraud_Ruecker-Mayert | kids_pets | 72.64 | Diane | Smith | F | 195 Murray Overpass Apt. 384 | Winter | WI | 54,896 | 45.8327 | -91.0144 | 1,478 | Neurosurgeon | 1965-04-27 | e1b438f2e2c5bcc45b5ec388dcc5b3c9 | 1,326,386,440 | 44.858594 | -90.492767 | 0 |
19,179 | 2019-01-12 16:41:42 | 571,465,035,400 | fraud_Konopelski, Schneider and Hartmann | food_dining | 60.37 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | a3389e0e0ce77f163734f4d95582069e | 1,326,386,502 | 42.619218 | -108.859573 | 0 |
19,180 | 2019-01-12 16:42:27 | 370,348,764,075,623 | fraud_Leffler-Goldner | personal_care | 4.9 | Christopher | Gomez | M | 950 Dunn Squares | Tickfaw | LA | 70,466 | 30.5668 | -90.482 | 8,512 | Accountant, chartered public finance | 1951-09-03 | 788bfab35a5fe7155bffca691cecaf4d | 1,326,386,547 | 31.127267 | -91.273831 | 0 |
19,181 | 2019-01-12 16:43:12 | 4,134,456,652,433,447 | fraud_Romaguera, Wehner and Tromp | kids_pets | 39.35 | Lawrence | Ellis | M | 1471 Alicia Flat Apt. 993 | Springfield Gardens | NY | 11,413 | 40.6645 | -73.7559 | 38,912 | Production manager | 1961-11-07 | 757071afb62a62a8edc27ace14424602 | 1,326,386,592 | 41.646213 | -74.56194 | 0 |
19,182 | 2019-01-12 16:45:49 | 374,497,717,543,058 | fraud_Kovacek Ltd | travel | 4.14 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | 99e1a94325e087541fd0641ee79beae7 | 1,326,386,749 | 46.72817 | -101.551845 | 0 |
19,183 | 2019-01-12 16:46:20 | 4,797,297,220,948,469,000 | fraud_Daugherty LLC | kids_pets | 151.4 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 89eade4fee562c08d61576e085f65738 | 1,326,386,780 | 39.34841 | -86.370794 | 0 |
19,184 | 2019-01-12 16:48:25 | 4,503,101,193,493,053,000 | fraud_Leffler-Goldner | personal_care | 46.86 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | b521f8718fd75544872eacb75b913e00 | 1,326,386,905 | 27.948761 | -81.073326 | 0 |
19,185 | 2019-01-12 16:49:32 | 4,198,470,814,557 | fraud_Morissette PLC | shopping_pos | 6.03 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | e431d1b10fcc6256aab1d3b4596167b1 | 1,326,386,972 | 41.482832 | -95.156 | 0 |
19,186 | 2019-01-12 16:50:26 | 3,541,160,328,600,277 | fraud_Abbott-Steuber | personal_care | 7.69 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 1b86b34e2179236a27acbedf7238e117 | 1,326,387,026 | 39.002704 | -90.853708 | 0 |
19,187 | 2019-01-12 16:54:30 | 2,264,937,662,466,770 | fraud_Haley Group | misc_pos | 6.49 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 15de1c146328669ddbac05c86cb62097 | 1,326,387,270 | 29.653174 | -99.162893 | 0 |
19,188 | 2019-01-12 16:58:37 | 4,561,892,980,175 | fraud_Waelchi-Wolf | kids_pets | 229.85 | Jacqueline | Allen | F | 166 Lisa Fords | Greenwood | IN | 46,143 | 39.596 | -86.1309 | 78,968 | Financial adviser | 1968-02-10 | c7eb44ef1f83293bf845a14a293afb0c | 1,326,387,517 | 39.778301 | -85.804147 | 0 |
19,189 | 2019-01-12 16:58:47 | 4,512,828,414,983,802,000 | fraud_Mante, Luettgen and Hackett | health_fitness | 34.29 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 9f36f31d3b5c54085166f64e53c56a20 | 1,326,387,527 | 40.068008 | -78.826246 | 0 |
19,190 | 2019-01-12 16:59:06 | 6,011,252,220,172,077 | fraud_Hintz, Bauch and Smith | health_fitness | 33.54 | Melvin | Wright | M | 210 Dean Causeway Suite 130 | Alton | IA | 51,003 | 42.9782 | -96.0173 | 1,700 | Engineer, land | 2001-12-19 | 1a47893eb066b3bda4e78f802cab2b51 | 1,326,387,546 | 42.262612 | -96.836675 | 0 |
19,191 | 2019-01-12 17:00:06 | 30,510,856,607,165 | fraud_Lang, Towne and Schuppe | kids_pets | 157.7 | Frederick | Robinson | M | 1125 Ray Track | Livonia | MI | 48,154 | 42.3958 | -83.3772 | 96,942 | Horticultural consultant | 1965-04-01 | 1d3b5b7665ec9f8f3bd4010b64e345a1 | 1,326,387,606 | 42.058216 | -84.10465 | 0 |
19,192 | 2019-01-12 17:00:14 | 4,277,232,699,798,846 | fraud_Dare-Gibson | health_fitness | 19.36 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | 4e56b228f06dfec858d5c07f196740e9 | 1,326,387,614 | 46.517073 | -104.358584 | 0 |
19,193 | 2019-01-12 17:02:08 | 4,653,178,848,915,023,000 | fraud_Block Group | misc_pos | 30.11 | Robert | Hall | M | 371 Anthony Trail Suite 354 | Glade Spring | VA | 24,340 | 36.7779 | -81.7676 | 5,657 | Clinical psychologist | 1987-04-29 | 7e4691999aea5815de1408a6b2e66a64 | 1,326,387,728 | 36.712709 | -81.139767 | 0 |
19,194 | 2019-01-12 17:02:32 | 341,283,058,448,499 | fraud_Pacocha-Weissnat | kids_pets | 8.57 | Mario | Johns | M | 62130 Miller Square Suite 785 | Brinson | GA | 39,825 | 30.9788 | -84.7373 | 1,461 | Engineer, broadcasting (operations) | 1935-09-08 | 3c5286c18beea3abc52c7689c26156be | 1,326,387,752 | 30.705512 | -84.762901 | 0 |
19,195 | 2019-01-12 17:02:46 | 3,566,094,707,272,327 | fraud_Johnston-Casper | travel | 4.08 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 361964cd0b17ba52039b612319f66ff0 | 1,326,387,766 | 34.897589 | -118.079801 | 0 |
19,196 | 2019-01-12 17:03:36 | 4,265,776,278,887,457 | fraud_Zemlak, Tillman and Cremin | personal_care | 62.71 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | 4a19d2a53d4869c93e188c7335d61fee | 1,326,387,816 | 34.946791 | -92.208787 | 0 |
19,197 | 2019-01-12 17:04:46 | 3,512,365,128,314,616 | fraud_Koss, Hansen and Lueilwitz | home | 49.95 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | b3ff8663cf25b7e02dd7014e345a545a | 1,326,387,886 | 38.081369 | -89.504318 | 0 |
19,198 | 2019-01-12 17:06:52 | 3,540,210,836,308,425 | fraud_Lakin, Ferry and Beatty | food_dining | 68.48 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 636fa76723f89dfc658ab0a2bd2ff033 | 1,326,388,012 | 34.129879 | -102.599494 | 0 |
19,199 | 2019-01-12 17:07:21 | 370,877,495,212,014 | fraud_Wuckert, Wintheiser and Friesen | home | 152.81 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 8007ee3b438d0bbf38cf0364254f93ad | 1,326,388,041 | 36.58898 | -81.313785 | 0 |
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