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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,270,300 | 2020-06-11 20:17:30 | 30,266,994,494,236 | fraud_Schmeler Inc | misc_pos | 62.79 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | 6b5a8dbd683b306dbe7e2a4668ca93b7 | 1,370,981,850 | 37.884928 | -78.311044 | 0 |
1,270,301 | 2020-06-11 20:17:34 | 565,399,283,797 | fraud_Beier and Sons | home | 99.48 | Anthony | Allen | M | 6993 Carr Lodge Apt. 311 | Jordan Valley | OR | 97,910 | 42.8801 | -117.281 | 641 | Economist | 1993-11-24 | b2f1bdbd8614bae31f32e4a25260dead | 1,370,981,854 | 43.226999 | -117.054088 | 0 |
1,270,302 | 2020-06-11 20:18:32 | 3,596,217,206,093,829 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 24.91 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 7c4e9b9b3c711a5d89b570908faa748c | 1,370,981,912 | 40.682114 | -91.335233 | 0 |
1,270,303 | 2020-06-11 20:18:32 | 2,264,937,662,466,770 | fraud_Weber and Sons | food_dining | 67.15 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 4ae7f2e752b523604e5b0dc24d8b4f63 | 1,370,981,912 | 30.158962 | -98.574088 | 0 |
1,270,304 | 2020-06-11 20:18:39 | 4,158,945,090,781,624 | fraud_Roob-Okuneva | health_fitness | 9.75 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | 8650eed510ee1f158cf140f705ab214e | 1,370,981,919 | 41.133307 | -80.174494 | 0 |
1,270,305 | 2020-06-11 20:18:41 | 4,040,099,974,063,068,700 | fraud_Friesen-Ortiz | personal_care | 70.52 | Jeffrey | Lewis | M | 24255 Bryan Square | Palermo | ND | 58,769 | 48.3396 | -102.24 | 229 | Administrator | 1983-03-20 | 69324b20a96fd7c8f3eb6368805a00cd | 1,370,981,921 | 48.785268 | -103.019513 | 0 |
1,270,306 | 2020-06-11 20:18:50 | 4,497,451,418,073,897,000 | fraud_Koss, Hansen and Lueilwitz | home | 158.21 | Elizabeth | Glover | F | 246 Stewart Green Suite 149 | West Monroe | LA | 71,291 | 32.5317 | -92.176 | 54,185 | Radiographer, diagnostic | 1992-11-20 | 602bbaebd9c5cfea2abe9fe02a950d06 | 1,370,981,930 | 32.945938 | -91.835735 | 0 |
1,270,307 | 2020-06-11 20:19:28 | 4,538,566,639,857 | fraud_Bradtke, Torp and Bahringer | personal_care | 8.31 | Jerry | Kelly | M | 3539 Mckenzie Stream | Fairview | NJ | 7,022 | 40.817 | -74 | 13,835 | Programmer, multimedia | 1967-05-28 | 6f9867c0c74244ed3ab2b943197bc881 | 1,370,981,968 | 40.083315 | -74.831217 | 0 |
1,270,308 | 2020-06-11 20:19:49 | 3,535,808,924,394,848 | fraud_Dare, Casper and Bartoletti | kids_pets | 54.99 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | 24ea8c4255835dd7e2b93225a93b765a | 1,370,981,989 | 40.155555 | -89.803089 | 0 |
1,270,309 | 2020-06-11 20:19:50 | 30,371,006,069,917 | fraud_Ernser-Feest | home | 7.99 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 98a4ee68d8e3fe4db2e75cafb234d5b2 | 1,370,981,990 | 37.258032 | -90.053633 | 0 |
1,270,310 | 2020-06-11 20:20:00 | 3,512,365,128,314,616 | fraud_Berge-Hills | kids_pets | 33.13 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 8e08b0bc58268d2a2d722c27010fc2fa | 1,370,982,000 | 37.564101 | -89.980047 | 0 |
1,270,311 | 2020-06-11 20:20:32 | 30,376,238,035,123 | fraud_Haley, Batz and Auer | health_fitness | 9.13 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | 64e587cf032b2724a2a0c87814be0019 | 1,370,982,032 | 42.573337 | -125.171998 | 0 |
1,270,312 | 2020-06-11 20:21:22 | 4,378,993,458,389,626 | fraud_Abernathy and Sons | food_dining | 248.21 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 534b9d14b2fe3f80069dff7d5e760773 | 1,370,982,082 | 43.243251 | -71.597867 | 0 |
1,270,313 | 2020-06-11 20:21:55 | 4,587,577,161,160,601 | fraud_Leffler-Goldner | personal_care | 89.65 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | ccbc244130c8677e1d19fe08e0e7ace6 | 1,370,982,115 | 44.99939 | -68.933578 | 0 |
1,270,314 | 2020-06-11 20:23:14 | 374,656,033,243,756 | fraud_Schaefer Ltd | kids_pets | 68.24 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 4305b82f0751adac168da9bd8969011b | 1,370,982,194 | 39.82187 | -77.200112 | 0 |
1,270,315 | 2020-06-11 20:23:51 | 342,319,985,983,023 | fraud_Botsford PLC | home | 81.06 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 9e4bf8309b330415a5937aeff3bc8a19 | 1,370,982,231 | 43.00771 | -74.693506 | 0 |
1,270,316 | 2020-06-11 20:24:02 | 3,518,234,918,950,662 | fraud_Bradtke, Torp and Bahringer | personal_care | 3.25 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 447f10e2d394f7d99e427c32a80c8ba7 | 1,370,982,242 | 33.457786 | -95.675435 | 0 |
1,270,317 | 2020-06-11 20:25:25 | 630,423,337,322 | fraud_Harris Group | food_dining | 28.57 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 360afbaa0f093dfef7f4414c6d99e871 | 1,370,982,325 | 49.491307 | -118.350573 | 0 |
1,270,318 | 2020-06-11 20:25:45 | 4,446,368,897,795,790 | fraud_McKenzie-Huels | food_dining | 57.5 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | b97b7a89fc93bcf0050838f7d36c75a0 | 1,370,982,345 | 38.638109 | -75.879139 | 0 |
1,270,319 | 2020-06-11 20:26:35 | 3,585,052,663,373,890 | fraud_Kutch-Ferry | home | 206.54 | Jeffery | Brown | M | 296 Maria Street | West Eaton | NY | 13,484 | 42.8546 | -75.6605 | 176 | Science writer | 1963-12-28 | c5d0c15236cf8cf487f21767df9f580e | 1,370,982,395 | 43.14335 | -74.723457 | 0 |
1,270,320 | 2020-06-11 20:26:44 | 4,198,470,814,557 | fraud_Hermann and Sons | shopping_pos | 6.68 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 4332aed279e210f6626b315678515a94 | 1,370,982,404 | 41.287852 | -95.410501 | 0 |
1,270,321 | 2020-06-11 20:27:20 | 3,577,794,103,155,425 | fraud_Wiza, Schaden and Stark | misc_pos | 2.18 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | e08f47cf041ffa382edc5902add9d26c | 1,370,982,440 | 48.325654 | -97.702081 | 0 |
1,270,322 | 2020-06-11 20:27:26 | 630,424,987,505 | fraud_Kuphal-Bartoletti | misc_net | 6.96 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 90b9a126d5845b6617c842bb3cec7fee | 1,370,982,446 | 38.56422 | -78.920595 | 0 |
1,270,323 | 2020-06-11 20:27:45 | 3,590,736,522,064,285 | fraud_Skiles LLC | home | 28.18 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 1346501f6358f0f37d194e04572fb9f6 | 1,370,982,465 | 34.940064 | -92.899737 | 0 |
1,270,324 | 2020-06-11 20:28:34 | 4,335,531,783,520,911 | fraud_Schmitt Ltd | misc_net | 7.51 | Amy | Daugherty | F | 852 Thomas Well Suite 339 | Owensville | MO | 65,066 | 38.3511 | -91.4867 | 6,703 | Naval architect | 1998-05-20 | 50f65dc0f31f696cfc08893a92ed6a45 | 1,370,982,514 | 37.529064 | -90.816852 | 0 |
1,270,325 | 2020-06-11 20:30:03 | 2,235,613,922,823,698 | fraud_Hyatt-Blick | travel | 8.75 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 6d4d661c81fd5cad3e513769c1fee2dc | 1,370,982,603 | 42.451349 | -104.336212 | 0 |
1,270,326 | 2020-06-11 20:30:07 | 342,319,985,983,023 | fraud_Botsford PLC | home | 78.26 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | a138cbb6619f68c6f6fa3f173b07ae7b | 1,370,982,607 | 42.810402 | -75.609221 | 0 |
1,270,327 | 2020-06-11 20:31:07 | 4,809,701,904,914 | fraud_Parker, Nolan and Trantow | entertainment | 125.73 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 5d0325922c248ade03504aa7c4741edb | 1,370,982,667 | 33.214545 | -85.500725 | 0 |
1,270,328 | 2020-06-11 20:31:12 | 4,610,050,989,831,291 | fraud_Connelly PLC | food_dining | 62.51 | James | Lynch | M | 5155 Mary Common Apt. 927 | Utica | PA | 16,362 | 41.4798 | -79.9403 | 1,102 | Garment/textile technologist | 1989-07-08 | 40718cb21f1c79f79bd66a165db35227 | 1,370,982,672 | 41.757552 | -79.642012 | 0 |
1,270,329 | 2020-06-11 20:31:32 | 4,302,480,582,202,074 | fraud_Kautzer and Sons | personal_care | 106.94 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | f510fc29aa0be1b1c1dd60c85c2ab53e | 1,370,982,692 | 43.314873 | -85.680281 | 0 |
1,270,330 | 2020-06-11 20:32:14 | 2,266,735,643,685,262 | fraud_Bednar PLC | kids_pets | 25.12 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | db69fee9cbb57e74f186894ffe0fcb7d | 1,370,982,734 | 34.248473 | -85.441058 | 0 |
1,270,331 | 2020-06-11 20:32:19 | 6,011,504,998,544,485 | fraud_Padberg-Rogahn | entertainment | 30.55 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | b5c6e775b372284799570bf99c541eb1 | 1,370,982,739 | 32.460282 | -87.61666 | 0 |
1,270,332 | 2020-06-11 20:32:30 | 2,720,433,095,629,877 | fraud_Eichmann-Russel | misc_pos | 2.1 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | f06e52648db45c62d2db66295c87b7d5 | 1,370,982,750 | 44.378478 | -70.75939 | 0 |
1,270,333 | 2020-06-11 20:33:45 | 376,445,266,762,684 | fraud_Cummerata-Hilpert | entertainment | 42.1 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | cbff2d68a7b5a135f96a33251b721b89 | 1,370,982,825 | 40.270805 | -100.92321 | 0 |
1,270,334 | 2020-06-11 20:33:52 | 3,564,839,259,330,465 | fraud_Dibbert and Sons | entertainment | 31.21 | 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 | 888b459115c5727e50351c8b6fa82202 | 1,370,982,832 | 38.942693 | -121.899889 | 0 |
1,270,335 | 2020-06-11 20:34:14 | 4,939,976,756,738,216 | fraud_Auer LLC | personal_care | 22.45 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | ab9ad35c0609df791823f27cd3dd15de | 1,370,982,854 | 27.360472 | -99.469649 | 0 |
1,270,336 | 2020-06-11 20:35:28 | 375,767,678,113,375 | fraud_Wilkinson PLC | kids_pets | 49.17 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | bfbd0149fd0d5717faf2d32f20b83548 | 1,370,982,928 | 38.771257 | -78.423961 | 0 |
1,270,337 | 2020-06-11 20:36:06 | 6,544,734,391,390,261 | fraud_Nienow PLC | entertainment | 42.15 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 86925b0cde0a272719a380dffe27bef8 | 1,370,982,966 | 41.665169 | -88.044151 | 0 |
1,270,338 | 2020-06-11 20:37:14 | 4,497,913,965,512,794,000 | fraud_Block-Hauck | travel | 3.04 | Scott | Edwards | M | 838 Amy Street Suite 107 | Pembroke | NC | 28,372 | 34.6902 | -79.1834 | 14,783 | Hospital doctor | 1955-11-07 | d3c7756fcbce053bd2c75127cdb9e99d | 1,370,983,034 | 35.315199 | -78.843007 | 0 |
1,270,339 | 2020-06-11 20:37:18 | 30,238,755,902,988 | fraud_Auer-West | shopping_net | 35.73 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 4ab8fa95fc381ca0b8748a992b612894 | 1,370,983,038 | 31.312969 | -97.349851 | 0 |
1,270,340 | 2020-06-11 20:38:14 | 30,541,100,351,706 | fraud_Kihn-Fritsch | food_dining | 3.15 | Derrick | George | M | 575 Chapman Union | Spring | TX | 77,379 | 30.0377 | -95.5326 | 316,665 | Education officer, museum | 1990-09-12 | 2f5c0f223b73b5984f38101ea78dbd37 | 1,370,983,094 | 30.215718 | -95.436921 | 0 |
1,270,341 | 2020-06-11 20:39:16 | 36,913,587,729,122 | fraud_Fisher Inc | shopping_net | 34.24 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 47b2bfb26384a5e164a79135cd40d6a9 | 1,370,983,156 | 42.829158 | -116.570614 | 0 |
1,270,342 | 2020-06-11 20:39:27 | 4,560,395,181,594,436,000 | fraud_Simonis-Prohaska | misc_pos | 16.1 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 867d8e69abce78b97baa5ea33dc02f96 | 1,370,983,167 | 39.323876 | -123.336452 | 0 |
1,270,343 | 2020-06-11 20:40:02 | 36,192,615,525,683 | fraud_Hills, Hegmann and Schaefer | health_fitness | 54.39 | Susan | Garcia | F | 582 Rodriguez Wells | Albuquerque | NM | 87,109 | 35.1506 | -106.569 | 641,349 | Civil Service administrator | 1976-04-11 | a84e11b659d3b47e1843ff3edb14874b | 1,370,983,202 | 35.250066 | -106.439869 | 0 |
1,270,344 | 2020-06-11 20:40:10 | 4,560,395,181,594,436,000 | fraud_Haley, Batz and Auer | health_fitness | 15.7 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 2855e5240b1b297e7ef79a782178a2de | 1,370,983,210 | 39.427802 | -123.634007 | 0 |
1,270,345 | 2020-06-11 20:40:29 | 676,309,913,934 | fraud_Hodkiewicz, Prohaska and Paucek | travel | 1.3 | Robert | Martinez | M | 3683 Parrish Circles | Pueblo | CO | 81,005 | 38.2352 | -104.66 | 151,815 | Further education lecturer | 1988-01-04 | cd26e511f6d8345130ff434ff5c040b9 | 1,370,983,229 | 37.852662 | -104.428215 | 0 |
1,270,346 | 2020-06-11 20:41:13 | 3,583,635,130,604,947 | fraud_Waelchi Inc | kids_pets | 15.43 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 799a51443317e896227bd09aa23ffc11 | 1,370,983,273 | 39.996603 | -75.457133 | 0 |
1,270,347 | 2020-06-11 20:41:17 | 30,238,755,902,988 | fraud_Labadie LLC | personal_care | 140.84 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | e32fd89d7305c24b9bf3b3d6230ff607 | 1,370,983,277 | 31.330931 | -97.57386 | 0 |
1,270,348 | 2020-06-11 20:41:24 | 2,512,312,531,485,080 | fraud_Marvin-Lind | personal_care | 23.38 | John | Mccormick | M | 79414 Clark Lakes Suite 966 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Producer, radio | 1956-10-08 | 43839d54b6413df3504ba75a500674a7 | 1,370,983,284 | 41.929564 | -83.5673 | 0 |
1,270,349 | 2020-06-11 20:41:38 | 3,560,797,065,840,735 | fraud_Bode-Rempel | kids_pets | 4.49 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | c40ce72f5d449ef8126161d4cac9d1a9 | 1,370,983,298 | 47.148358 | -101.251191 | 0 |
1,270,350 | 2020-06-11 20:41:47 | 3,541,160,328,600,277 | fraud_Pouros-Haag | shopping_pos | 95.57 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | bcd366fca775702e4bdc0ba89eee065e | 1,370,983,307 | 39.108752 | -89.992613 | 0 |
1,270,351 | 2020-06-11 20:42:12 | 4,538,566,639,857 | fraud_Kutch-Ferry | home | 19.53 | Jerry | Kelly | M | 3539 Mckenzie Stream | Fairview | NJ | 7,022 | 40.817 | -74 | 13,835 | Programmer, multimedia | 1967-05-28 | fc5295ca367382ce97d1daa51d7384dd | 1,370,983,332 | 40.141332 | -73.012014 | 0 |
1,270,352 | 2020-06-11 20:42:31 | 5,359,543,825,610,251 | fraud_Zboncak, Rowe and Murazik | shopping_net | 4.12 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | d58a1ae589403527099df673ea88d133 | 1,370,983,351 | 46.370779 | -111.754725 | 0 |
1,270,353 | 2020-06-11 20:43:25 | 6,011,542,681,743,618 | fraud_Leannon-Ward | food_dining | 6.17 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | cb09489e0a1a39429f6dee9e1dad0d99 | 1,370,983,405 | 39.797904 | -78.134098 | 0 |
1,270,354 | 2020-06-11 20:43:43 | 4,623,560,839,669 | fraud_Gottlieb-Hansen | personal_care | 175.96 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | 7155bbaff850ad56e4c59e3370bd70c1 | 1,370,983,423 | 43.231499 | -94.593306 | 0 |
1,270,355 | 2020-06-11 20:44:32 | 6,011,504,998,544,485 | fraud_Maggio-Fahey | misc_pos | 2.06 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 73c2603d32867bde3b6b6690aa9081e6 | 1,370,983,472 | 32.667455 | -85.936222 | 0 |
1,270,356 | 2020-06-11 20:44:35 | 4,836,998,673,805,450 | fraud_Gottlieb, Considine and Schultz | shopping_net | 19.71 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | cfcfd68b98c73bea6804b407bdd3871e | 1,370,983,475 | 46.359005 | -85.336951 | 0 |
1,270,357 | 2020-06-11 20:45:14 | 4,836,998,673,805,450 | fraud_Gaylord-Powlowski | home | 32.93 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 9410e31df0293b39e4a62d8ec22c40de | 1,370,983,514 | 45.254115 | -86.277836 | 0 |
1,270,358 | 2020-06-11 20:45:38 | 503,848,303,379 | fraud_Howe PLC | entertainment | 83.2 | Gregory | Wallace | M | 27203 Darrell Landing | Saint James City | FL | 33,956 | 26.529 | -82.0916 | 3,776 | Sport and exercise psychologist | 1976-09-12 | 3720792581dd9e8139fa3884f05bda54 | 1,370,983,538 | 26.621643 | -81.356075 | 0 |
1,270,359 | 2020-06-11 20:46:11 | 4,584,931,703,207,308,300 | fraud_Berge-Hills | kids_pets | 39.03 | Amanda | Gomez | F | 8152 Brittany Centers | Dallas | TX | 75,218 | 32.8463 | -96.6972 | 1,263,321 | Designer, ceramics/pottery | 1975-04-16 | a55667a098b35a6e644e5c863eaa2a39 | 1,370,983,571 | 33.14952 | -96.935649 | 0 |
1,270,360 | 2020-06-11 20:46:34 | 3,565,414,434,959,494 | fraud_Pollich LLC | home | 3.62 | Ryan | Arnold | M | 2056 Michael Wells Apt. 348 | Prairie Creek | IN | 47,869 | 39.4336 | -87.4101 | 137 | Materials engineer | 1967-03-12 | be33674a03c6d813ed8b2835d9b3d8ac | 1,370,983,594 | 38.736988 | -86.633247 | 0 |
1,270,361 | 2020-06-11 20:46:41 | 342,351,256,941,125 | fraud_Konopelski, Schneider and Hartmann | food_dining | 73.7 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | 47ee74a356b47adcee9671de2c78cf28 | 1,370,983,601 | 33.726218 | -83.626036 | 0 |
1,270,362 | 2020-06-11 20:48:09 | 6,011,329,966,782,895 | fraud_Champlin and Sons | home | 51.71 | 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 | eb9d540b57df3bafb0b4d66877d28c1a | 1,370,983,689 | 35.218849 | -95.752054 | 0 |
1,270,363 | 2020-06-11 20:48:24 | 2,288,813,824,604,479 | fraud_Reichel Inc | entertainment | 115.79 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | 8d2421c4428966c36aeb49a6486ac7b7 | 1,370,983,704 | 40.752495 | -73.144645 | 0 |
1,270,364 | 2020-06-11 20:48:25 | 213,141,712,584,544 | fraud_Beer-Jast | kids_pets | 65.77 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 5538ffb9dac8f6d253081de99d7bb4e8 | 1,370,983,705 | 32.854778 | -90.138299 | 0 |
1,270,365 | 2020-06-11 20:48:44 | 36,722,699,017,270 | fraud_Lubowitz, Terry and Stracke | personal_care | 29.57 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 8bea93e56faf10900aa23351b4665efc | 1,370,983,724 | 33.465686 | -110.610561 | 0 |
1,270,366 | 2020-06-11 20:48:51 | 30,230,540,139,182 | fraud_Kuhn LLC | shopping_pos | 135.68 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | 590513db4efe824bcfa16d1568dcfa30 | 1,370,983,731 | 40.333664 | -76.640882 | 0 |
1,270,367 | 2020-06-11 20:48:58 | 30,266,994,494,236 | fraud_Weber, Thiel and Hammes | kids_pets | 1.5 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | df119f9742660c7d35d9c4e12ae4a5ce | 1,370,983,738 | 37.175075 | -78.20476 | 0 |
1,270,368 | 2020-06-11 20:49:00 | 345,933,964,507,467 | fraud_Baumbach, Feeney and Morar | shopping_net | 8.72 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 7a7f2c9b2fe4735f95f22e275a0fdd04 | 1,370,983,740 | 38.251541 | -74.674425 | 0 |
1,270,369 | 2020-06-11 20:50:00 | 630,484,879,808 | fraud_Windler, Goodwin and Kovacek | home | 88.54 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | b67d3b151bdf6f59ce25e4c52220c54f | 1,370,983,800 | 35.758536 | -120.849969 | 0 |
1,270,370 | 2020-06-11 20:50:54 | 4,169,759,661,243,568 | fraud_Gerhold LLC | home | 100.61 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 18da382b48ba4c3cca6fb487f8dc45df | 1,370,983,854 | 40.493048 | -77.089826 | 0 |
1,270,371 | 2020-06-11 20:51:52 | 4,681,601,008,538,160 | fraud_Dare, Fritsch and Zboncak | health_fitness | 2.82 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 076c74e22d871c5c7c414d9b4519af77 | 1,370,983,912 | 40.891366 | -80.266669 | 0 |
1,270,372 | 2020-06-11 20:52:57 | 3,581,130,339,108,561 | fraud_Bahringer Group | health_fitness | 1.06 | Gregory | Wood | M | 622 Robert Summit | Akron | OH | 44,307 | 41.0695 | -81.5488 | 272,134 | Call centre manager | 1964-03-15 | b6df3d55102c180c5c72078de1635b9e | 1,370,983,977 | 41.311918 | -80.824731 | 0 |
1,270,373 | 2020-06-11 20:53:22 | 3,597,926,034,019,603 | fraud_Larson, Quitzon and Spencer | travel | 7.4 | Derrick | Flores | M | 83690 Nicholas Ports Apt. 846 | Oakland | TN | 38,060 | 35.2229 | -89.5518 | 9,496 | Furniture conservator/restorer | 1993-03-23 | 0f7a0512ebf89a881df01dbc75f60a24 | 1,370,984,002 | 35.681514 | -89.800716 | 0 |
1,270,374 | 2020-06-11 20:54:26 | 2,285,066,385,084,291 | fraud_Hyatt, Russel and Gleichner | health_fitness | 88.44 | Richard | Brown | M | 17819 Jose Mount Suite 657 | Heidelberg | MS | 39,439 | 31.882 | -88.9981 | 4,573 | Exhibitions officer, museum/gallery | 1988-02-15 | 34363a6f07287f3d8fdc038370adcf26 | 1,370,984,066 | 32.301898 | -88.952574 | 0 |
1,270,375 | 2020-06-11 20:54:37 | 4,044,436,772,018,844,700 | fraud_Stamm-Witting | shopping_net | 2.87 | Amy | Abbott | F | 01505 Amy Stravenue | Dayton | OH | 45,415 | 39.8355 | -84.2613 | 479,994 | Environmental manager | 1970-11-09 | c94a349ecfddf10dbdebaaf39aa71606 | 1,370,984,077 | 38.872903 | -84.012259 | 0 |
1,270,376 | 2020-06-11 20:55:01 | 2,657,850,734,909,997 | fraud_Zboncak LLC | food_dining | 109.95 | Alan | Howard | M | 04139 Johnson Prairie Suite 401 | Detroit | MI | 48,206 | 42.3749 | -83.1087 | 673,342 | Trading standards officer | 1946-11-01 | f776f9fed635ccbf18d893611b068f36 | 1,370,984,101 | 42.760964 | -83.252488 | 0 |
1,270,377 | 2020-06-11 20:55:33 | 3,506,042,666,828,517 | fraud_Abbott-Steuber | personal_care | 7.89 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | 99d20e16b1f75f7c5a3508d975104563 | 1,370,984,133 | 37.830808 | -81.478007 | 0 |
1,270,378 | 2020-06-11 20:56:00 | 3,540,210,836,308,425 | fraud_Hagenes, Kohler and Hoppe | food_dining | 61.72 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 870313e8033c1b4e69be611584f1f7d5 | 1,370,984,160 | 34.139044 | -102.292598 | 0 |
1,270,379 | 2020-06-11 20:56:12 | 4,181,833,256,558,614,000 | fraud_Lynch-Wisozk | home | 44.54 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 36905a5d0cadbf8b36f48d29ad50f67a | 1,370,984,172 | 36.888993 | -105.027865 | 0 |
1,270,380 | 2020-06-11 20:57:17 | 571,365,235,126 | fraud_Hammes-Beatty | kids_pets | 119.72 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 34bdec8f854a217eb08db72c343155cf | 1,370,984,237 | 45.506375 | -86.248507 | 0 |
1,270,381 | 2020-06-11 20:58:09 | 343,746,486,082,492 | fraud_Williamson LLC | misc_pos | 3.79 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | 9d313710c5cde0eeec6803dbd39197a1 | 1,370,984,289 | 44.035797 | -85.13907 | 0 |
1,270,382 | 2020-06-11 20:58:29 | 2,248,348,993,063,230 | fraud_Cronin, Kshlerin and Weber | health_fitness | 71.15 | Jennifer | Scott | F | 376 John Fork Suite 848 | Randolph | OH | 44,265 | 41.0109 | -81.2977 | 51 | Mechanical engineer | 1960-08-05 | a4f94019c982d75fc4325724e6c67326 | 1,370,984,309 | 40.699152 | -81.782619 | 0 |
1,270,383 | 2020-06-11 20:59:08 | 3,519,607,465,576,254 | fraud_Kutch-Ferry | home | 3.37 | Audrey | Gonzalez | F | 34180 Lopez Plaza | Fields Landing | CA | 95,537 | 40.7268 | -124.2174 | 276 | Scientist, audiological | 1929-05-06 | 7964c0d167e8a745474d66775ca75357 | 1,370,984,348 | 40.411338 | -124.513834 | 0 |
1,270,384 | 2020-06-11 21:01:23 | 4,103,158,249,977 | fraud_Hauck, Dietrich and Funk | kids_pets | 51.17 | Christopher | Adkins | M | 3512 Knight Center | Lorenzo | TX | 79,343 | 33.6666 | -101.5277 | 1,571 | Petroleum engineer | 1982-06-27 | e548fca8aef3c89e2f1c0812968aabd7 | 1,370,984,483 | 33.070691 | -101.280885 | 0 |
1,270,385 | 2020-06-11 21:03:09 | 3,533,800,906,065,217 | fraud_Ziemann-Waters | health_fitness | 24.8 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | ae294490dc241972dfc2b90bcb8736e2 | 1,370,984,589 | 39.321579 | -99.398373 | 0 |
1,270,386 | 2020-06-11 21:05:10 | 377,026,671,291,680 | fraud_Pouros-Conroy | shopping_pos | 1.72 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | e7352b6cc40b4ee8d3d873e5614af77c | 1,370,984,710 | 36.980249 | -91.246316 | 0 |
1,270,387 | 2020-06-11 21:05:23 | 4,426,075,337,087,318,500 | fraud_Altenwerth-Kilback | home | 3.97 | Kyle | James | M | 621 Smith Hollow Apt. 738 | Topeka | KS | 66,616 | 39.0645 | -95.6413 | 163,415 | Clinical cytogeneticist | 1975-06-25 | 6dc384dd7551171b64790665b52d1aa7 | 1,370,984,723 | 38.343855 | -94.83715 | 0 |
1,270,388 | 2020-06-11 21:05:39 | 344,342,339,068,828 | fraud_Pollich LLC | home | 25.61 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | fe005425f3b0121bf1102e78e3533760 | 1,370,984,739 | 31.424204 | -81.777943 | 0 |
1,270,389 | 2020-06-11 21:05:51 | 4,671,727,014,157,745 | fraud_Hermiston, Pacocha and Smith | health_fitness | 68.36 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | 759ae72abd6157d2eaf85b6838f2869e | 1,370,984,751 | 40.329739 | -85.567488 | 0 |
1,270,390 | 2020-06-11 21:06:40 | 3,501,509,250,702,469 | fraud_Terry Ltd | home | 34.21 | Frank | Anderson | M | 0611 Stafford Valley Suite 504 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Programme researcher, broadcasting/film/video | 1979-01-02 | 1eab7ce69eeab6bb40b916d29faf8c67 | 1,370,984,800 | 25.330154 | -81.055068 | 0 |
1,270,391 | 2020-06-11 21:07:37 | 3,589,255,887,819,806 | fraud_Breitenberg-Hermiston | kids_pets | 51.55 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 80d335585f38444899a903436faccf6a | 1,370,984,857 | 39.56423 | -78.828295 | 0 |
1,270,392 | 2020-06-11 21:08:45 | 4,294,040,533,480,516 | fraud_Douglas-White | entertainment | 86.42 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 363f4ce95555c2e1ee4f4d3ced2a2a11 | 1,370,984,925 | 33.102552 | -82.107575 | 0 |
1,270,393 | 2020-06-11 21:08:46 | 4,067,137,330,196,900 | fraud_Deckow-Dare | food_dining | 2.74 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | d8f7ea275a35ea311870145a443e2db3 | 1,370,984,926 | 33.582907 | -88.158584 | 0 |
1,270,394 | 2020-06-11 21:08:52 | 4,358,137,750,029,945,000 | fraud_Torphy-Kertzmann | health_fitness | 8.55 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | 97e31b8627ccabef85453afffe9d8cbf | 1,370,984,932 | 43.687013 | -92.460584 | 0 |
1,270,395 | 2020-06-11 21:09:17 | 3,565,423,334,076,143 | fraud_Kling, Howe and Schneider | home | 47.95 | Nathan | Thomas | M | 4923 Campbell Pines Suite 717 | Carlisle | IN | 47,838 | 38.9763 | -87.3667 | 4,081 | Energy engineer | 1938-03-15 | f02b1318898a1c9cf355b67abe6edac6 | 1,370,984,957 | 39.564028 | -86.734355 | 0 |
1,270,396 | 2020-06-11 21:09:20 | 630,471,368,021 | fraud_Schumm PLC | health_fitness | 77.32 | George | Floyd | M | 22502 Baker Mount Suite 241 | Hazel | KY | 42,049 | 36.5422 | -88.3319 | 1,480 | Designer, interior/spatial | 1974-09-14 | cb82b834337a293ba2457ec767fb8b92 | 1,370,984,960 | 37.46542 | -87.841813 | 0 |
1,270,397 | 2020-06-11 21:09:21 | 4,587,577,161,160,601 | fraud_Zboncak, Rowe and Murazik | shopping_net | 6.68 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 4d08c0023ed9e04b366cb72ca5301260 | 1,370,984,961 | 44.14745 | -69.769298 | 0 |
1,270,398 | 2020-06-11 21:09:26 | 4,393,520,897,625 | fraud_Beier and Sons | home | 76.94 | Charles | Rodriguez | M | 240 Tracy Forges | Easton | KS | 66,020 | 39.3391 | -95.0999 | 1,442 | Air broker | 1982-05-20 | 0467d46a71aceb681318828d4816be04 | 1,370,984,966 | 40.325686 | -95.146956 | 0 |
1,270,399 | 2020-06-11 21:09:53 | 30,103,132,002,433 | fraud_Conroy-Emard | food_dining | 58.73 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | 304bb674ce53eb4daaff04039d74fc5a | 1,370,984,993 | 40.013531 | -78.805113 | 0 |
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