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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
14,900 | 2020-06-26 12:18:03 | 213,141,712,584,544 | fraud_Fisher-Schowalter | shopping_net | 4.54 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | ef6fface26cb8c3e3e873c4eba4c9056 | 1,372,249,083 | 31.692959 | -89.185208 | 0 |
14,901 | 2020-06-26 12:18:04 | 376,944,481,517,097 | fraud_Prosacco, Kreiger and Kovacek | home | 41.36 | Tiffany | Stephens | F | 1447 Ryan Lodge | Grand Bay | AL | 36,541 | 30.4983 | -88.3282 | 15,647 | Scientist, physiological | 1957-12-26 | df87df0037d78de597a4cf859ac5ae1d | 1,372,249,084 | 29.595066 | -89.320353 | 0 |
14,902 | 2020-06-26 12:19:01 | 3,527,536,963,490,470 | fraud_Hills, Hegmann and Schaefer | health_fitness | 33.7 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 8a79bec846b897a66ea10b24ab554b0c | 1,372,249,141 | 33.857696 | -81.335591 | 0 |
14,903 | 2020-06-26 12:20:07 | 6,011,652,924,285,713 | fraud_Schiller, Blanda and Johnson | home | 77.78 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | e8386b47cbaf72f5a1d79323f0047be0 | 1,372,249,207 | 38.005027 | -93.126059 | 0 |
14,904 | 2020-06-26 12:21:04 | 213,161,293,389,774 | fraud_Daugherty LLC | kids_pets | 62.33 | Catherine | Weber | F | 74890 Rodriguez Springs Apt. 540 | West Henrietta | NY | 14,586 | 43.0397 | -77.6871 | 10,256 | Teacher, primary school | 1968-06-24 | 76df34d40e641292f0d7fe3722579143 | 1,372,249,264 | 43.885423 | -77.912479 | 0 |
14,905 | 2020-06-26 12:21:07 | 375,248,307,838,179 | fraud_Crooks and Sons | personal_care | 17.39 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | 73492755a02e171bcd8b672c8ef49a2a | 1,372,249,267 | 39.376744 | -79.628196 | 0 |
14,906 | 2020-06-26 12:21:10 | 3,500,969,075,198,072 | fraud_Yost, Schamberger and Windler | kids_pets | 21.36 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 4c1d5703e47c0c2c65d9d1ea2065ff68 | 1,372,249,270 | 47.663019 | -117.617281 | 0 |
14,907 | 2020-06-26 12:21:48 | 213,178,850,083,780 | fraud_Kilback Group | food_dining | 63.99 | Shawn | King | M | 31493 Garcia Summit | Athena | OR | 97,813 | 45.8289 | -118.4971 | 1,302 | Dealer | 1976-10-18 | 6554562b975d6d86b2ead5c5a09911b1 | 1,372,249,308 | 46.58936 | -118.404082 | 0 |
14,908 | 2020-06-26 12:22:36 | 4,956,828,990,005,111,000 | fraud_Treutel-King | travel | 6.57 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | b4ff38b4d6e576794309222935e2d35e | 1,372,249,356 | 41.110824 | -73.566199 | 0 |
14,909 | 2020-06-26 12:23:52 | 4,536,996,888,716,062,000 | fraud_Terry Ltd | home | 53.82 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | 14858c91b222684668293f03cd62fb2b | 1,372,249,432 | 36.940504 | -105.831895 | 0 |
14,910 | 2020-06-26 12:23:59 | 180,048,185,037,117 | fraud_Friesen Ltd | health_fitness | 31.19 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | 1b629964b557d612770fb6d121d6a19e | 1,372,249,439 | 39.71317 | -74.243033 | 0 |
14,911 | 2020-06-26 12:24:44 | 4,783,226,709,001 | fraud_Wilkinson PLC | kids_pets | 22.51 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | 04a4757dcc4c27d07ae3ce57af6edea6 | 1,372,249,484 | 39.431833 | -100.306488 | 0 |
14,912 | 2020-06-26 12:24:45 | 6,011,626,928,491,360 | fraud_Daugherty LLC | kids_pets | 40.02 | Heather | Roberts | F | 62934 Maria Cliffs Suite 350 | Bethel Springs | TN | 38,315 | 35.2289 | -88.644 | 3,876 | Senior tax professional/tax inspector | 1960-11-19 | 5d1edca0a4c54afbea0cb847b51b43ab | 1,372,249,485 | 35.369167 | -88.470314 | 0 |
14,913 | 2020-06-26 12:25:12 | 4,716,561,796,955,522 | fraud_Pfeffer and Sons | shopping_pos | 1.76 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 1bc31aa36af754a34c7310f90508066c | 1,372,249,512 | 47.460095 | -113.666482 | 0 |
14,914 | 2020-06-26 12:25:15 | 343,746,486,082,492 | fraud_Reichel Inc | entertainment | 125.03 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | 9f0be1191ab44b1ad765a581c8e1b453 | 1,372,249,515 | 44.54041 | -86.789213 | 0 |
14,915 | 2020-06-26 12:25:16 | 3,597,337,756,918,966 | fraud_Reilly and Sons | health_fitness | 76.33 | Linda | Gonzalez | F | 17667 Price Spur Apt. 366 | Glen Rock | PA | 17,327 | 39.7813 | -76.7477 | 7,565 | Insurance claims handler | 1952-03-08 | caac6a7c458bdbc0feed77aa4418d558 | 1,372,249,516 | 39.519848 | -76.048963 | 0 |
14,916 | 2020-06-26 12:25:44 | 345,933,964,507,467 | fraud_Turner, Ziemann and Lehner | food_dining | 5.33 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 14b7b26c1fa26833fbc5fc23952cf79a | 1,372,249,544 | 37.460263 | -75.772069 | 0 |
14,917 | 2020-06-26 12:26:00 | 4,457,732,997,086,323,700 | fraud_Hauck, Dietrich and Funk | kids_pets | 57.3 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | 428682af5521e7733e4dcd110632245e | 1,372,249,560 | 38.665493 | -120.167515 | 0 |
14,918 | 2020-06-26 12:26:21 | 630,425,673,344 | fraud_Streich Ltd | home | 135.15 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | 92e4aab84cece816184fa9363fc75eb3 | 1,372,249,581 | 38.755981 | -79.188897 | 0 |
14,919 | 2020-06-26 12:26:37 | 3,545,109,339,866,548 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 6.73 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | be6442ea396d1066abdc23eb8921c39f | 1,372,249,597 | 33.985103 | -91.208953 | 0 |
14,920 | 2020-06-26 12:26:44 | 3,572,976,568,630,035 | fraud_Gulgowski LLC | home | 21.1 | William | Lopez | M | 785 Kevin Walk Suite 237 | Brainard | NE | 68,626 | 41.1832 | -96.9882 | 614 | Associate Professor | 1967-06-20 | 77457d5aca7585a0c941acf81a7611a1 | 1,372,249,604 | 40.751717 | -97.915272 | 0 |
14,921 | 2020-06-26 12:27:10 | 3,554,849,923,339,851 | fraud_Sporer-Keebler | personal_care | 2.83 | John | Hudson | M | 886 Nicole Key | Stillwater | OK | 74,074 | 36.1043 | -97.0609 | 55,345 | Cabin crew | 1948-05-01 | 15a25617322241f41039412bddb48ea5 | 1,372,249,630 | 36.700011 | -97.696965 | 0 |
14,922 | 2020-06-26 12:27:30 | 4,610,050,989,831,291 | fraud_Larkin Ltd | kids_pets | 55.55 | James | Lynch | M | 5155 Mary Common Apt. 927 | Utica | PA | 16,362 | 41.4798 | -79.9403 | 1,102 | Garment/textile technologist | 1989-07-08 | 0604294e8a719a339f84a0f8c1420479 | 1,372,249,650 | 40.979076 | -79.804645 | 0 |
14,923 | 2020-06-26 12:27:56 | 6,011,399,591,920,186 | fraud_Adams-Barrows | health_fitness | 40.09 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | ce42955874080d068565fa8e22a91773 | 1,372,249,676 | 42.305938 | -72.757331 | 0 |
14,924 | 2020-06-26 12:28:14 | 4,810,789,809,665,943,000 | fraud_Christiansen-Gusikowski | misc_pos | 2.46 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | d35f8503c3c9c1535b724953a7a3cb68 | 1,372,249,694 | 38.977837 | -82.908894 | 0 |
14,925 | 2020-06-26 12:29:19 | 4,642,255,475,285,942 | fraud_Morissette PLC | shopping_pos | 356.65 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 45e1503ff407bb0417f1365c6d9e1867 | 1,372,249,759 | 39.864368 | -110.324322 | 0 |
14,926 | 2020-06-26 12:29:46 | 4,550,599,031,376,731 | fraud_White and Sons | home | 76.93 | Angela | West | F | 9471 Wong Islands | Mansfield | OH | 44,902 | 40.7559 | -82.5123 | 92,985 | Press photographer | 1968-05-29 | 6ed98dac8fda480c83c4e2e48e9cceab | 1,372,249,786 | 41.677057 | -83.243798 | 0 |
14,927 | 2020-06-26 12:30:14 | 4,601,636,330,889 | fraud_Auer LLC | personal_care | 18.41 | Mark | Rivera | M | 383 Contreras Hills Suite 658 | Humble | TX | 77,338 | 30.0041 | -95.2825 | 194,500 | Tax adviser | 1990-12-18 | 35015d376265e67634d39ae5e0fd66da | 1,372,249,814 | 29.33514 | -95.257044 | 0 |
14,928 | 2020-06-26 12:30:53 | 213,161,869,125,933 | fraud_Runte-Mohr | food_dining | 32.46 | Monica | Lane | F | 3270 Scott Islands | East Andover | ME | 4,226 | 44.6084 | -70.6993 | 190 | Animal nutritionist | 1970-04-17 | 1ab08d1e45eba78fd90266040891676d | 1,372,249,853 | 43.766679 | -70.08367 | 0 |
14,929 | 2020-06-26 12:31:09 | 4,040,099,974,063,068,700 | fraud_Breitenberg-Hermiston | kids_pets | 51.01 | Jeffrey | Lewis | M | 24255 Bryan Square | Palermo | ND | 58,769 | 48.3396 | -102.24 | 229 | Administrator | 1983-03-20 | ec964f04be169ceddbb6863af74f0151 | 1,372,249,869 | 48.259776 | -101.706459 | 0 |
14,930 | 2020-06-26 12:31:36 | 30,518,206,766,474 | fraud_Cormier, Stracke and Thiel | entertainment | 33.18 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | 650785e9a77d746e3c6ebca541beeddc | 1,372,249,896 | 36.297482 | -88.870741 | 0 |
14,931 | 2020-06-26 12:32:18 | 4,792,627,764,422,478,000 | fraud_Reichert, Rowe and Mraz | shopping_net | 8.11 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 77e9151eacad50b6fdc9a0247b1ce4b8 | 1,372,249,938 | 38.653778 | -94.633547 | 0 |
14,932 | 2020-06-26 12:32:20 | 6,564,459,919,350,820 | fraud_Osinski Inc | personal_care | 126.73 | Douglas | Willis | M | 619 Jeremy Garden Apt. 681 | Benton | WI | 53,803 | 42.5545 | -90.3508 | 1,306 | Public relations officer | 1958-09-10 | 469776badf7e4f1bcc84da8fc7c4517e | 1,372,249,940 | 41.798558 | -90.361404 | 0 |
14,933 | 2020-06-26 12:32:24 | 30,118,423,745,458 | fraud_Mayert Group | shopping_pos | 8.26 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 66b442b9e722aa8d4449d670a4928bac | 1,372,249,944 | 39.977931 | -74.654933 | 0 |
14,934 | 2020-06-26 12:33:14 | 2,286,236,465,059,468 | fraud_Bartoletti and Sons | personal_care | 25.32 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | 3c20cbd8309ab1e7a36c469b458d519d | 1,372,249,994 | 37.545512 | -93.952403 | 0 |
14,935 | 2020-06-26 12:33:29 | 4,294,040,533,480,516 | fraud_Johns-Hoeger | entertainment | 55.96 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 5430cd50d5621cae6fef167baf19beff | 1,372,250,009 | 33.507937 | -81.757737 | 0 |
14,936 | 2020-06-26 12:34:03 | 3,583,093,681,934,489 | fraud_Little Ltd | kids_pets | 73.54 | Hannah | Knight | F | 0900 Beverly Landing | Louisville | KY | 40,209 | 38.1901 | -85.7519 | 736,284 | Education officer, museum | 1961-09-13 | d100872eeb8594dbb6f6bcfa35bc2ef5 | 1,372,250,043 | 38.766782 | -86.646811 | 0 |
14,937 | 2020-06-26 12:34:09 | 6,538,891,242,532,018 | fraud_Kutch, Steuber and Gerhold | food_dining | 8.51 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | 35e11b46a4c4b1ede010b810ff0434ee | 1,372,250,049 | 36.863528 | -90.414234 | 0 |
14,938 | 2020-06-26 12:34:29 | 370,877,495,212,014 | fraud_Weber, Thiel and Hammes | kids_pets | 6.55 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | a099975e20cd910d17478bfc75b294d9 | 1,372,250,069 | 35.504839 | -80.96745 | 0 |
14,939 | 2020-06-26 12:34:49 | 375,534,208,663,984 | fraud_Feil, Hilpert and Koss | food_dining | 64.57 | Tyler | Garcia | M | 408 Bradley Rest | Doe Hill | VA | 24,433 | 38.4207 | -79.4629 | 99 | Dance movement psychotherapist | 1986-03-28 | c5f0e699ce4ea1db78526ef058c52977 | 1,372,250,089 | 38.600337 | -78.525927 | 0 |
14,940 | 2020-06-26 12:35:20 | 372,246,459,334,925 | fraud_Ruecker-Mayert | kids_pets | 23.59 | Rick | Martinez | M | 062 Poole Hollow Apt. 815 | Deadwood | SD | 57,732 | 44.3566 | -103.6999 | 1,979 | Multimedia programmer | 1970-03-13 | b80d5e20a214de501cba03a8f491eb53 | 1,372,250,120 | 44.057405 | -103.87144 | 0 |
14,941 | 2020-06-26 12:35:27 | 36,913,587,729,122 | fraud_Cummerata-Hilpert | entertainment | 105.39 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | f3dea7741d5175b2e549eb7b95c137c8 | 1,372,250,127 | 42.835556 | -116.420859 | 0 |
14,942 | 2020-06-26 12:35:35 | 374,238,209,524,200 | fraud_Ernser-Feest | home | 10.51 | Daniel | Martinez | M | 8510 Acevedo Burgs | Kent | OR | 97,033 | 45.0838 | -120.6649 | 60 | Museum education officer | 1942-04-03 | 3c6e00ac5dc5950f98aa80fc971b2291 | 1,372,250,135 | 44.862202 | -119.950631 | 0 |
14,943 | 2020-06-26 12:35:57 | 213,141,712,584,544 | fraud_Pouros-Haag | shopping_pos | 9.75 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 0c9e3ad88284de2ffc194e589c36e225 | 1,372,250,157 | 31.195872 | -90.325049 | 0 |
14,944 | 2020-06-26 12:36:01 | 4,119,762,878,330,989 | fraud_Swift PLC | kids_pets | 92.93 | Melinda | Gutierrez | F | 1497 West Gateway | Eureka | IL | 61,530 | 40.7152 | -89.2706 | 6,713 | Archivist | 1945-08-19 | 75600fc91c945a608450c6fc50cb627a | 1,372,250,161 | 40.771869 | -89.078342 | 0 |
14,945 | 2020-06-26 12:37:01 | 4,826,655,832,045,236 | fraud_Gutmann, McLaughlin and Wiza | home | 46.7 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | 335fa9d6378f6f2763019f82c8f8e781 | 1,372,250,221 | 41.38669 | -71.158467 | 0 |
14,946 | 2020-06-26 12:38:55 | 2,296,006,538,441,789 | fraud_Quitzon-Goyette | home | 86.19 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | e98e7df01b86b9c9e284fcff06670186 | 1,372,250,335 | 39.684381 | -73.72016 | 0 |
14,947 | 2020-06-26 12:39:06 | 30,270,432,095,985 | fraud_Lesch Ltd | shopping_pos | 6.7 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 7aaffbebff16111f87ec5b46f45147a8 | 1,372,250,346 | 40.397552 | -91.815784 | 0 |
14,948 | 2020-06-26 12:39:20 | 4,481,131,401,752 | fraud_Connelly PLC | food_dining | 87.78 | 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 | dfdfff58a272dba1cb33b7b7a73eabba | 1,372,250,360 | 42.416456 | -71.079097 | 0 |
14,949 | 2020-06-26 12:40:08 | 4,683,638,447,911 | fraud_Dibbert and Sons | entertainment | 83.83 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | 8970d1b5f54a00e08a20c609ec34e785 | 1,372,250,408 | 29.701303 | -93.349423 | 0 |
14,950 | 2020-06-26 12:40:21 | 503,874,407,318 | fraud_Kris-Kertzmann | travel | 5.93 | Andrew | Mcgee | M | 4130 Tiffany Glen Apt. 562 | San Antonio | TX | 78,248 | 29.5894 | -98.5201 | 1,595,797 | Exhibition designer | 1975-12-28 | 097e320c96f4cde3375e20d9c26dd9c1 | 1,372,250,421 | 30.29037 | -97.551986 | 0 |
14,951 | 2020-06-26 12:41:52 | 4,312,133,045,694,601,000 | fraud_Pouros, Walker and Spencer | kids_pets | 61.38 | Julian | Price | M | 086 Pierce Cove | Pikesville | MD | 21,208 | 39.3764 | -76.729 | 33,917 | Company secretary | 1977-06-12 | ca07c710c10414eb57ba36460a26680e | 1,372,250,512 | 39.999287 | -76.714766 | 0 |
14,952 | 2020-06-26 12:42:11 | 3,543,591,270,174,051 | fraud_Feil-Morar | health_fitness | 5.23 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | 9c014ae8a381e446bba8d42106af3259 | 1,372,250,531 | 40.43552 | -78.852915 | 0 |
14,953 | 2020-06-26 12:42:22 | 4,683,520,018,489,354 | fraud_Okuneva, Schneider and Rau | shopping_pos | 4.62 | Charles | Carrillo | M | 17547 Stephen Turnpike Apt. 846 | Hawthorne | CA | 90,250 | 33.9143 | -118.3493 | 93,193 | Editor, magazine features | 1995-04-19 | 65821ae80164832bdbb76c8f3b2b98b5 | 1,372,250,542 | 33.544554 | -117.602272 | 0 |
14,954 | 2020-06-26 12:42:43 | 2,264,937,662,466,770 | fraud_Kilback LLC | grocery_pos | 63.2 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 75890a0256e46512fc883365a557602e | 1,372,250,563 | 29.585487 | -97.621233 | 0 |
14,955 | 2020-06-26 12:42:54 | 3,590,736,522,064,285 | fraud_Terry Ltd | home | 10.09 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 49a0746c01c16db9830f36b19ba12175 | 1,372,250,574 | 34.096964 | -92.611639 | 0 |
14,956 | 2020-06-26 12:43:10 | 4,972,228,199,573,984 | fraud_Labadie LLC | personal_care | 6.83 | Brian | Hogan | M | 3316 Cindy Land | Lane | OK | 74,555 | 34.2691 | -95.9685 | 861 | Quantity surveyor | 1960-04-08 | bb96d767cb6b0f52807127e14a8938a3 | 1,372,250,590 | 33.790949 | -96.42793 | 0 |
14,957 | 2020-06-26 12:44:13 | 3,541,160,328,600,277 | fraud_Rippin-VonRueden | health_fitness | 17.33 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 765d76ae5183971d859849e2ab65e87a | 1,372,250,653 | 40.320603 | -90.842202 | 0 |
14,958 | 2020-06-26 12:44:42 | 6,011,917,798,331,152 | fraud_Schumm, McLaughlin and Carter | food_dining | 99.46 | William | Johnson | M | 50843 Vincent Mission | South Londonderry | VT | 5,155 | 43.1699 | -72.8515 | 828 | Scientific laboratory technician | 1957-08-30 | b11b141be039c4931a79e8f0f6c58be7 | 1,372,250,682 | 42.209857 | -73.487442 | 0 |
14,959 | 2020-06-26 12:45:27 | 2,252,055,259,910,912 | fraud_Abshire PLC | entertainment | 80.5 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | 141b698ae228928f042ff834debae4c4 | 1,372,250,727 | 45.41957 | -89.155208 | 0 |
14,960 | 2020-06-26 12:45:54 | 371,226,440,126,102 | fraud_Barrows PLC | shopping_pos | 5.7 | 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 | bfc94e3def955a7bdbdf02e570969482 | 1,372,250,754 | 38.448381 | -89.423732 | 0 |
14,961 | 2020-06-26 12:46:44 | 4,661,996,144,291,812,000 | fraud_Beer-Jast | kids_pets | 9.96 | Linda | Park | F | 24607 Charles Mountains | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Operations geologist | 1963-08-04 | 641451588fbb2b9fc357ae1f8a9bc559 | 1,372,250,804 | 40.657628 | -79.846596 | 0 |
14,962 | 2020-06-26 12:46:46 | 4,859,525,594,182,537 | fraud_Thiel-Thiel | entertainment | 112.81 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | 9edb56333b82e41f3b75761753cd9ba6 | 1,372,250,806 | 41.918085 | -75.149832 | 0 |
14,963 | 2020-06-26 12:47:48 | 4,003,771,737,807,706 | fraud_Pacocha-Weissnat | kids_pets | 89.16 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | 89f4b6fc23f30cec5b23a50093c17159 | 1,372,250,868 | 34.971869 | -90.872583 | 0 |
14,964 | 2020-06-26 12:49:18 | 2,269,768,987,945,882 | fraud_Auer LLC | personal_care | 9.56 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | 1758c77e18a94ef722180913e125d3ea | 1,372,250,958 | 42.531224 | -77.795418 | 0 |
14,965 | 2020-06-26 12:49:21 | 6,011,693,194,885,790 | fraud_Dooley-Thompson | misc_net | 8.44 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | f71ea47a036fec018fdf386929b9eb19 | 1,372,250,961 | 45.234865 | -93.444167 | 0 |
14,966 | 2020-06-26 12:49:27 | 2,610,529,083,834,453 | fraud_White and Sons | home | 98.19 | Tanya | Dickerson | F | 053 Kim Valley Suite 928 | Old Hickory | TN | 37,138 | 36.2416 | -86.6117 | 22,191 | Prison officer | 1994-07-27 | 10818cbc17942f893b333fb1aa1d842b | 1,372,250,967 | 35.710672 | -87.414337 | 0 |
14,967 | 2020-06-26 12:50:51 | 374,930,071,163,758 | fraud_Nicolas, Hills and McGlynn | entertainment | 36.19 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | bae0f582ac4d631168b87bba78742b09 | 1,372,251,051 | 41.444483 | -83.630686 | 0 |
14,968 | 2020-06-26 12:52:17 | 6,011,231,546,538,393 | fraud_Bins-Tillman | entertainment | 53.27 | Johnny | Bennett | M | 321 Camacho Causeway | Boonton | NJ | 7,005 | 40.9115 | -74.414 | 15,269 | Psychologist, sport and exercise | 1993-07-05 | 3bbf5b08a310c1a0faf16e70908e27e5 | 1,372,251,137 | 40.787901 | -74.307139 | 0 |
14,969 | 2020-06-26 12:52:24 | 4,005,676,619,255,478 | fraud_Dare, Fritsch and Zboncak | health_fitness | 113.55 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | a93d8aba56669b33c2a9d7ca7d1613f1 | 1,372,251,144 | 31.354339 | -90.383916 | 0 |
14,970 | 2020-06-26 12:53:05 | 30,143,535,920,989 | fraud_Reichert, Rowe and Mraz | shopping_net | 3.8 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 7bf5777bc8aebdccff3b08bcf5da624d | 1,372,251,185 | 39.874454 | -75.514182 | 0 |
14,971 | 2020-06-26 12:54:54 | 2,714,019,737,356,678 | fraud_Heathcote LLC | shopping_net | 118.99 | Christina | Moore | F | 542 Finley Ports Apt. 396 | West Finley | PA | 15,377 | 39.9914 | -80.4408 | 724 | Theme park manager | 1995-08-30 | 8688542e6ca009b08c9fa479100aabc9 | 1,372,251,294 | 39.482484 | -80.787759 | 0 |
14,972 | 2020-06-26 12:55:04 | 4,969,856,774,088,583 | fraud_Hauck, Dietrich and Funk | kids_pets | 91.97 | Jacqueline | Prince | F | 27823 Andrew Underpass Suite 948 | Metairie | LA | 70,003 | 29.9975 | -90.2146 | 137,067 | Advertising account planner | 1951-12-04 | 7b0a3e7c1f81b493c89269af2126eb51 | 1,372,251,304 | 29.234485 | -90.020351 | 0 |
14,973 | 2020-06-26 12:55:27 | 4,155,021,259,183,870 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 247.77 | 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 | d3f01962c6bdcac2057db284da013320 | 1,372,251,327 | 35.566107 | -99.940192 | 0 |
14,974 | 2020-06-26 12:55:39 | 2,222,001,896,600,109 | fraud_Streich Ltd | home | 109.57 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | 6527025ef1c5f8e07b7174869321330d | 1,372,251,339 | 39.660091 | -90.437925 | 0 |
14,975 | 2020-06-26 12:56:10 | 4,169,759,661,243,568 | fraud_Armstrong, Walter and Gottlieb | food_dining | 5.82 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | d72047a3191d03b7d3a1b5b52be5a6db | 1,372,251,370 | 39.616737 | -75.550864 | 0 |
14,976 | 2020-06-26 12:56:42 | 3,518,669,219,150,142 | fraud_Auer-West | shopping_net | 2.29 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | f332b107735267d2966eedf9f10aef64 | 1,372,251,402 | 40.084135 | -84.441838 | 0 |
14,977 | 2020-06-26 12:56:49 | 4,797,297,220,948,469,000 | fraud_Breitenberg-Hermiston | kids_pets | 22.01 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 9076ce9c6ce69ed482479da1bac205c9 | 1,372,251,409 | 39.52369 | -86.733062 | 0 |
14,978 | 2020-06-26 12:57:29 | 3,535,808,924,394,848 | fraud_Nienow PLC | entertainment | 74.88 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | fdfeb7d783d47b9617d1ab8e9706ca45 | 1,372,251,449 | 40.305863 | -87.971023 | 0 |
14,979 | 2020-06-26 12:57:45 | 6,573,561,108,825,071 | fraud_Kertzmann LLC | health_fitness | 3.51 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | d55c73039095d89230f0ed7dc56543d6 | 1,372,251,465 | 37.131906 | -95.301997 | 0 |
14,980 | 2020-06-26 12:57:48 | 2,254,917,871,818,484 | fraud_Watsica LLC | personal_care | 2.77 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 77456fb2e3602daac7129588d1bdd755 | 1,372,251,468 | 38.916228 | -76.185638 | 0 |
14,981 | 2020-06-26 12:58:06 | 342,952,484,382,519 | fraud_Berge, Kautzer and Harris | personal_care | 88.01 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | b214566b99ef975e15d09ca5af1e3222 | 1,372,251,486 | 42.602542 | -74.039646 | 0 |
14,982 | 2020-06-26 12:59:10 | 213,174,467,670,432 | fraud_Schaefer, Fay and Hilll | entertainment | 28.71 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | 80126445a7855d308f57d4ce34f9d874 | 1,372,251,550 | 40.067761 | -75.909846 | 0 |
14,983 | 2020-06-26 12:59:11 | 675,961,917,837 | fraud_Mueller, Gerhold and Mueller | health_fitness | 98.05 | Christopher | Cummings | M | 478 George Course Apt. 056 | Sprague | NE | 68,438 | 40.6267 | -96.7456 | 142 | Chiropodist | 1967-08-24 | 68cabc4a9f6b55a3fa134ba9824f8944 | 1,372,251,551 | 40.698594 | -96.449688 | 0 |
14,984 | 2020-06-26 12:59:17 | 372,509,258,176,510 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 9.29 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | c7a75463f738717c2a0c9a2a0ffe0d8c | 1,372,251,557 | 42.629037 | -84.258405 | 0 |
14,985 | 2020-06-26 12:59:51 | 30,518,196,150,127 | fraud_Metz-Boehm | shopping_pos | 5.32 | Karen | Sullivan | F | 6313 Scott Trace | Rossville | IL | 60,963 | 40.3625 | -87.6692 | 1,807 | Buyer, retail | 1975-06-02 | f9feba5552a2701895c6b99b095acea0 | 1,372,251,591 | 41.08045 | -87.721371 | 0 |
14,986 | 2020-06-26 13:00:29 | 4,623,560,839,669 | fraud_Emmerich-Rau | personal_care | 53.62 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | 782758bbf9960c99da62abcbd3220fa2 | 1,372,251,629 | 42.917682 | -93.954802 | 0 |
14,987 | 2020-06-26 13:00:29 | 342,319,985,983,023 | fraud_Schaefer, Fay and Hilll | entertainment | 75.23 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 68987695faf31254ba83bccb7af9503d | 1,372,251,629 | 42.231203 | -74.952013 | 0 |
14,988 | 2020-06-26 13:01:37 | 38,797,410,705,641 | fraud_Crist, Jakubowski and Littel | home | 72.91 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | 1ac705674b88ac459e263b297d62bcb0 | 1,372,251,697 | 41.960036 | -74.528954 | 0 |
14,989 | 2020-06-26 13:01:43 | 372,509,258,176,510 | fraud_Predovic Inc | shopping_net | 49.93 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 1439a078bb1e2b08babf46f574569aea | 1,372,251,703 | 42.945152 | -83.691222 | 0 |
14,990 | 2020-06-26 13:02:35 | 584,673,555,952 | fraud_Koss, McLaughlin and Mayer | food_dining | 104.75 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | a301b7163647020a332514d58d9e28d2 | 1,372,251,755 | 48.028466 | -100.784355 | 0 |
14,991 | 2020-06-26 13:05:39 | 4,562,827,002,127 | fraud_Gerhold LLC | home | 50.37 | Christopher | Johnson | M | 28711 Kristine Junction Suite 309 | Greenville | OH | 45,331 | 40.0987 | -84.6342 | 22,930 | Media planner | 1971-11-26 | 0093369297f9c456d6202bd578348401 | 1,372,251,939 | 39.388591 | -83.976772 | 0 |
14,992 | 2020-06-26 13:05:45 | 213,193,596,103,206 | fraud_Fadel-Hilpert | health_fitness | 79.8 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 205e1e0adbacf9ae551660fe62895a3f | 1,372,251,945 | 46.344032 | -83.573179 | 0 |
14,993 | 2020-06-26 13:05:53 | 501,831,082,224 | fraud_Erdman-Schaden | personal_care | 110.94 | Corey | Jones | M | 709 George Underpass Apt. 080 | West Decatur | PA | 16,878 | 40.9493 | -78.3129 | 1,762 | Armed forces logistics/support/administrative officer | 1962-05-04 | a6ce730513cee1f529fa0914189777ce | 1,372,251,953 | 41.110157 | -79.048242 | 0 |
14,994 | 2020-06-26 13:06:05 | 676,372,984,911 | fraud_Mosciski Group | travel | 1.23 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | e5099dbd7de21b1f3b0e3ee0222b2de7 | 1,372,251,965 | 39.948803 | -97.854456 | 0 |
14,995 | 2020-06-26 13:07:56 | 370,877,495,212,014 | fraud_Labadie LLC | personal_care | 59.77 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 961d78be43016ddcbaf3e9e9140995b6 | 1,372,252,076 | 36.211875 | -80.422141 | 0 |
14,996 | 2020-06-26 13:08:54 | 30,044,330,818,990 | fraud_Kozey-Boehm | shopping_net | 38.64 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 3ee2e956b91a10ed6cca108b870e7d4a | 1,372,252,134 | 25.824122 | -82.413494 | 0 |
14,997 | 2020-06-26 13:08:57 | 4,067,137,330,196,900 | fraud_Wintheiser, Dietrich and Schimmel | misc_pos | 5.43 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | 7ba04e6e9009ec51799a28ee75021abd | 1,372,252,137 | 34.154608 | -87.199367 | 0 |
14,998 | 2020-06-26 13:09:03 | 5,456,776,410,929,288 | fraud_Reichel Inc | entertainment | 4.32 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | becbe49fd6e634ac678ada3c7aed14e8 | 1,372,252,143 | 41.582713 | -80.77955 | 0 |
14,999 | 2020-06-26 13:09:03 | 2,712,209,726,293,386 | fraud_Rau-Robel | kids_pets | 133.69 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | cd643dfd974ad3488bd13d1e412b3408 | 1,372,252,143 | 30.157262 | -91.637827 | 0 |
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