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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11,100 | 2020-06-24 15:58:21 | 3,586,008,444,788,268 | fraud_Witting, Beer and Ernser | home | 106.64 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | d149706610b8c6e3d506a5ce27fb677d | 1,372,089,501 | 46.594736 | -122.729993 | 0 |
11,101 | 2020-06-24 15:58:26 | 2,242,542,703,101,233 | fraud_Kilback and Sons | entertainment | 89.46 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 6cd6b78c660c6604c867e80054db10ff | 1,372,089,506 | 38.600568 | -84.688518 | 0 |
11,102 | 2020-06-24 15:59:14 | 4,745,996,322,265 | fraud_Heaney-Marquardt | entertainment | 124.77 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 944b5b9524c04787e8289fa82dc83359 | 1,372,089,554 | 40.834397 | -86.986078 | 0 |
11,103 | 2020-06-24 15:59:27 | 4,792,627,764,422,478,000 | fraud_Koss, McLaughlin and Mayer | food_dining | 48.09 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | e3baf0c20b7d0a186d48d383d1dbe017 | 1,372,089,567 | 38.914323 | -94.155356 | 0 |
11,104 | 2020-06-24 15:59:47 | 4,681,601,008,538,160 | fraud_Leannon-Ward | food_dining | 65.44 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 71cc105d85524aca820d1e182c2fcf08 | 1,372,089,587 | 40.205458 | -80.84018 | 0 |
11,105 | 2020-06-24 16:02:09 | 6,544,734,391,390,261 | fraud_Abernathy and Sons | food_dining | 5.48 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 05d692c763f4897b2ef4743dc8d769ae | 1,372,089,729 | 42.086361 | -87.40707 | 0 |
11,106 | 2020-06-24 16:02:19 | 4,239,552,724,014,407 | fraud_Quitzon-Goyette | home | 24.11 | Carl | Hernandez | M | 9134 Darryl Flat Suite 916 | Paulding | OH | 45,879 | 41.141 | -84.5722 | 6,284 | Secondary school teacher | 1936-03-27 | 8dba2407ebfd73ab49abb1654ed52bac | 1,372,089,739 | 41.064758 | -85.433209 | 0 |
11,107 | 2020-06-24 16:02:46 | 3,596,217,206,093,829 | fraud_Dare-Marvin | entertainment | 78.23 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 1b58c4746b6db8106bcb3a5335af6791 | 1,372,089,766 | 39.877432 | -92.404823 | 0 |
11,108 | 2020-06-24 16:03:25 | 5,359,543,825,610,251 | fraud_Connelly-Carter | home | 16.47 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | 92d943359286b7f67a030b163f5c952e | 1,372,089,805 | 45.180616 | -110.319268 | 0 |
11,109 | 2020-06-24 16:03:49 | 2,242,542,703,101,233 | fraud_Donnelly LLC | entertainment | 86.66 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 94c0593b8b79d5ceabd19af8065098d6 | 1,372,089,829 | 37.515894 | -84.530061 | 0 |
11,110 | 2020-06-24 16:04:01 | 2,703,186,189,652,095 | fraud_Botsford PLC | home | 57.55 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | 37394ffa80187f24b1b7f7f45eb94b7a | 1,372,089,841 | 35.66272 | -80.496008 | 0 |
11,111 | 2020-06-24 16:04:10 | 4,365,382,885,912,355 | fraud_Waelchi Inc | kids_pets | 53.34 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | 0d1391aeb6d54e85e219d6a52c9f9053 | 1,372,089,850 | 47.305651 | -93.44937 | 0 |
11,112 | 2020-06-24 16:04:46 | 4,716,561,796,955,522 | fraud_Schoen-Quigley | kids_pets | 40.02 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 6f9caad3348861dd8940e8111044ceda | 1,372,089,886 | 47.315224 | -112.740344 | 0 |
11,113 | 2020-06-24 16:06:55 | 4,792,627,764,422,478,000 | fraud_Kirlin and Sons | personal_care | 94.38 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 377ba4099c07cb6deee27fff0e464dc2 | 1,372,090,015 | 39.199636 | -95.897681 | 0 |
11,114 | 2020-06-24 16:07:05 | 4,998,109,455,173,950 | fraud_Cormier LLC | health_fitness | 27.4 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | c42ca37cf896fadba55f095a8852d366 | 1,372,090,025 | 39.737585 | -95.374506 | 0 |
11,115 | 2020-06-24 16:08:44 | 2,269,768,987,945,882 | fraud_Medhurst, Cartwright and Ebert | personal_care | 25.98 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | 9d5931a8ed809c51446d0455418897ee | 1,372,090,124 | 42.772009 | -78.815195 | 0 |
11,116 | 2020-06-24 16:10:10 | 3,512,365,128,314,616 | fraud_Schmeler, Bashirian and Price | shopping_net | 9.18 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 31f0ea3e4003a540b7c5c016b68fa186 | 1,372,090,210 | 38.98331 | -90.322868 | 0 |
11,117 | 2020-06-24 16:10:34 | 2,712,209,726,293,386 | fraud_Reichel, Bradtke and Blanda | travel | 6.14 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 1a0a3a19b2a2a1619ab01cdece9a1589 | 1,372,090,234 | 31.375499 | -91.763546 | 0 |
11,118 | 2020-06-24 16:12:12 | 675,945,690,716 | fraud_Larkin Ltd | kids_pets | 44.95 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | c4dfb355641222abf8ecfe34ee18ae9d | 1,372,090,332 | 41.612506 | -80.006459 | 0 |
11,119 | 2020-06-24 16:12:25 | 4,048,508,450,704,760 | fraud_Towne LLC | misc_pos | 12.61 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 8c03041ffb57f3da2a3673ff9bfb67ef | 1,372,090,345 | 41.641421 | -97.946189 | 0 |
11,120 | 2020-06-24 16:13:00 | 38,052,002,992,326 | fraud_Lockman Ltd | grocery_pos | 67.24 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | 4a4a44e74a17e2e36f5b2e583f2f5acc | 1,372,090,380 | 29.9575 | -95.713537 | 0 |
11,121 | 2020-06-24 16:14:00 | 4,764,202,053,279,782 | fraud_Monahan, Bogisich and Ledner | misc_pos | 22.38 | Derek | Jones | M | 198 Candace Plaza | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Air cabin crew | 1981-01-06 | 762b5c8da8a66b81498fa422ec5d43c4 | 1,372,090,440 | 41.794763 | -80.365683 | 0 |
11,122 | 2020-06-24 16:14:09 | 4,642,255,475,285,942 | fraud_Bahringer, Osinski and Block | food_dining | 7.77 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 825e2455e5adf426ea0e13cd7e5caee9 | 1,372,090,449 | 38.968181 | -108.811598 | 0 |
11,123 | 2020-06-24 16:15:33 | 4,306,586,894,261,180 | fraud_Weimann-Lockman | kids_pets | 121.53 | Renee | Walls | F | 86542 Jessica Fords Apt. 706 | Veedersburg | IN | 47,987 | 40.1186 | -87.2602 | 4,049 | Development worker, community | 1959-10-19 | fff73424540059be2b901b4f483da42f | 1,372,090,533 | 39.891131 | -86.278144 | 0 |
11,124 | 2020-06-24 16:15:56 | 30,092,964,733,035 | fraud_Denesik, Powlowski and Pouros | home | 66.41 | Jessica | Terry | F | 6412 Elizabeth Gardens Suite 633 | Maysville | KY | 41,056 | 38.6207 | -83.8067 | 14,228 | Advertising account executive | 1971-03-26 | ab01f2f0fa960ce430f3061cb32c4282 | 1,372,090,556 | 38.513349 | -84.135492 | 0 |
11,125 | 2020-06-24 16:16:03 | 3,543,591,270,174,051 | fraud_Zboncak Ltd | food_dining | 26.1 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | d82db9f096dd3955375b1bda804e7413 | 1,372,090,563 | 40.601696 | -79.16082 | 0 |
11,126 | 2020-06-24 16:16:47 | 6,517,217,825,320,610 | fraud_Marvin-Lind | personal_care | 122.25 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | ef10e4dca2714155819610aa2283b59c | 1,372,090,607 | 32.162665 | -90.426262 | 0 |
11,127 | 2020-06-24 16:17:06 | 2,235,613,922,823,698 | fraud_Botsford PLC | home | 77.06 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 7e69068999f1d8f9aea86678cd00f0ce | 1,372,090,626 | 41.899695 | -104.069364 | 0 |
11,128 | 2020-06-24 16:17:06 | 4,302,480,582,202,074 | fraud_Champlin and Sons | home | 73.39 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | 03117e3f68c102edf26bce887ccd5250 | 1,372,090,626 | 43.048827 | -86.065344 | 0 |
11,129 | 2020-06-24 16:17:36 | 5,540,636,818,935,089 | fraud_Hagenes, Kohler and Hoppe | food_dining | 2.74 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 8f5e7eca18c5a9c553f2945520133be4 | 1,372,090,656 | 42.697159 | -70.964555 | 0 |
11,130 | 2020-06-24 16:18:50 | 60,416,207,185 | fraud_Schoen Ltd | kids_pets | 78.54 | Mary | Diaz | F | 9886 Anita Drive | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Information systems manager | 1986-02-17 | fc6a7e6d87d77279caa51b4dd4ea611e | 1,372,090,730 | 42.550711 | -109.502454 | 0 |
11,131 | 2020-06-24 16:20:16 | 4,266,200,684,857,219 | fraud_Bins-Tillman | entertainment | 32.88 | Joshua | Bryant | M | 5452 Patricia Inlet Apt. 280 | Nelson | NE | 68,961 | 40.201 | -98.0684 | 732 | Television/film/video producer | 1956-12-13 | 9e68aff6e29d6466ea52fea8c149e9d2 | 1,372,090,816 | 40.311994 | -97.854165 | 0 |
11,132 | 2020-06-24 16:20:28 | 30,273,037,698,427 | fraud_Corwin-Gorczany | misc_net | 94.55 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 4a605f3ad684400b36bba68e293c4779 | 1,372,090,828 | 34.704809 | -90.917749 | 0 |
11,133 | 2020-06-24 16:21:56 | 3,534,330,126,107,879 | fraud_Stark-Koss | home | 85.85 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | 4f53c3d4d1b09d2e5d5e534198ae989b | 1,372,090,916 | 45.432846 | -109.60666 | 0 |
11,134 | 2020-06-24 16:23:34 | 36,485,887,555,770 | fraud_Hermiston, Pacocha and Smith | health_fitness | 9.58 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | ecff623d9e7a7d652a12bced14fc22a9 | 1,372,091,014 | 40.415879 | -81.896969 | 0 |
11,135 | 2020-06-24 16:24:26 | 30,235,438,713,303 | fraud_Dare-Gibson | health_fitness | 12.89 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 7efc1b4547df07fe0f03a18e34e995d8 | 1,372,091,066 | 38.28095 | -82.151881 | 0 |
11,136 | 2020-06-24 16:24:43 | 2,222,157,926,772,399 | fraud_McGlynn-Heathcote | misc_net | 2.71 | Amy | Garrett | F | 6014 Thomas Throughway | Trenton | TX | 75,490 | 33.4235 | -96.3398 | 2,211 | Investment banker, operational | 1987-02-26 | 24207608f4cb4708a7aabc9e8669a9ff | 1,372,091,083 | 32.519203 | -95.529843 | 0 |
11,137 | 2020-06-24 16:24:46 | 38,580,485,618,059 | fraud_Leffler-Goldner | personal_care | 36.91 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | 72c03b33a8c448730296839799f88f9e | 1,372,091,086 | 49.546297 | -102.128728 | 0 |
11,138 | 2020-06-24 16:25:29 | 377,234,009,633,447 | fraud_Zulauf LLC | personal_care | 41.51 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | 3e3b2e18a1c3765d7504250507384cf5 | 1,372,091,129 | 38.566182 | -78.184519 | 0 |
11,139 | 2020-06-24 16:26:16 | 4,836,998,673,805,450 | fraud_Shields-Wunsch | health_fitness | 46.82 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | b8585a8424d630d31f5a5fcaff504808 | 1,372,091,176 | 46.399271 | -86.376044 | 0 |
11,140 | 2020-06-24 16:26:32 | 30,026,790,933,302 | fraud_Bahringer, Osinski and Block | food_dining | 54.06 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | 74f4e9db39d680a4418484bd21439370 | 1,372,091,192 | 33.7774 | -91.060717 | 0 |
11,141 | 2020-06-24 16:27:25 | 180,067,151,859,700 | fraud_Johns-Hoeger | entertainment | 146.69 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | d330e6173058d94d7ee9f26716198a80 | 1,372,091,245 | 42.050564 | -87.466925 | 0 |
11,142 | 2020-06-24 16:28:04 | 4,841,313,716,651,064 | fraud_Rau-Grant | kids_pets | 45.29 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | 872e25adfa58c78c69a9962c6ec12639 | 1,372,091,284 | 44.013789 | -73.029479 | 0 |
11,143 | 2020-06-24 16:28:09 | 571,465,035,400 | fraud_Yost, Schamberger and Windler | kids_pets | 47.13 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | da1d78616607d4df82f98a9e700c35eb | 1,372,091,289 | 43.287054 | -108.820852 | 0 |
11,144 | 2020-06-24 16:28:14 | 340,951,438,290,556 | fraud_Champlin and Sons | home | 87.07 | Maria | Garcia | F | 865 Thomas Village | Orangeburg | NY | 10,962 | 41.0442 | -73.9609 | 5,950 | Records manager | 1971-07-02 | 5da0b904ab17164622a73db20ba003ad | 1,372,091,294 | 40.38374 | -74.070601 | 0 |
11,145 | 2020-06-24 16:28:26 | 213,161,293,389,774 | fraud_Lynch-Wisozk | home | 183.82 | 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 | 8a6e6ceba58dc04747f96beeb94420ea | 1,372,091,306 | 43.421355 | -77.3103 | 0 |
11,146 | 2020-06-24 16:28:58 | 341,546,199,006,537 | fraud_Berge-Hills | kids_pets | 17.9 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 6c76b4f5f53439bb6db7fa4186a3b5f8 | 1,372,091,338 | 65.171193 | -164.740659 | 0 |
11,147 | 2020-06-24 16:30:07 | 4,584,931,703,207,308,300 | fraud_Dare-Gibson | health_fitness | 25.56 | Amanda | Gomez | F | 8152 Brittany Centers | Dallas | TX | 75,218 | 32.8463 | -96.6972 | 1,263,321 | Designer, ceramics/pottery | 1975-04-16 | 0ab6baf486b77a7d3a9e60285244b1f6 | 1,372,091,407 | 32.503974 | -97.265375 | 0 |
11,148 | 2020-06-24 16:31:47 | 4,642,894,980,163 | fraud_Zboncak, Rowe and Murazik | shopping_net | 8.98 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 656d4fb3f8f806a2de184963829013fa | 1,372,091,507 | 41.707884 | -94.117257 | 0 |
11,149 | 2020-06-24 16:31:49 | 345,389,171,551,808 | fraud_Johns Inc | entertainment | 10.05 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | 019eccdc43a0c68a474c334bad2aff30 | 1,372,091,509 | 33.616357 | -89.758825 | 0 |
11,150 | 2020-06-24 16:32:15 | 3,568,255,211,412,877 | fraud_Thompson-Gleason | health_fitness | 56.39 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 29c979913a6f6db86052c850deeb3161 | 1,372,091,535 | 41.816837 | -84.865211 | 0 |
11,151 | 2020-06-24 16:32:18 | 6,534,628,260,579,800 | fraud_Medhurst Inc | home | 38.04 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | b79c2dd05c35bc81c4d9f93ef7ee84f3 | 1,372,091,538 | 43.986137 | -73.18896 | 0 |
11,152 | 2020-06-24 16:35:22 | 3,545,109,339,866,548 | fraud_Harris Group | food_dining | 211.76 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 46f8c5ad275c5f22f0dccb9b416f88dc | 1,372,091,722 | 32.871509 | -89.730307 | 0 |
11,153 | 2020-06-24 16:35:59 | 3,518,234,918,950,662 | fraud_Morissette PLC | shopping_pos | 7.32 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | eb2e0c6f74b75a7615d5f225da7b92d9 | 1,372,091,759 | 33.03674 | -97.434259 | 0 |
11,154 | 2020-06-24 16:36:11 | 372,520,049,757,633 | fraud_Gislason Group | travel | 9.44 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | c01e1ef089736482d747886e98b2366f | 1,372,091,771 | 49.336337 | -93.319844 | 0 |
11,155 | 2020-06-24 16:37:13 | 4,209,696,857,872,688,600 | fraud_Stoltenberg-Beatty | shopping_pos | 5.76 | Sarah | Bell | F | 6963 Russell Causeway Suite 231 | Galatia | IL | 62,935 | 37.8274 | -88.6235 | 1,943 | Restaurant manager, fast food | 1971-10-19 | 36b86cf613948b017098c21010b975d6 | 1,372,091,833 | 37.317519 | -88.683052 | 0 |
11,156 | 2020-06-24 16:37:55 | 3,566,094,707,272,327 | fraud_Torphy-Goyette | shopping_pos | 14.27 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 35b5effb307f804479a768963cc8bba2 | 1,372,091,875 | 33.970968 | -118.245594 | 0 |
11,157 | 2020-06-24 16:38:35 | 4,707,867,759,656,333 | fraud_Friesen-Ortiz | personal_care | 32.77 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | 11f0cb37f26c7ca3844d135903a9bb51 | 1,372,091,915 | 37.743668 | -83.225598 | 0 |
11,158 | 2020-06-24 16:39:05 | 4,010,002,218,955,876 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 38.58 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | c87e918311336fe82970f8d944883666 | 1,372,091,945 | 29.590261 | -95.797946 | 0 |
11,159 | 2020-06-24 16:39:07 | 6,011,381,817,520,024 | fraud_Huel-Langworth | misc_net | 3.58 | Kristen | Allen | F | 8619 Lisa Manors Apt. 871 | Lagrange | WY | 82,221 | 41.6423 | -104.1974 | 635 | Product/process development scientist | 1973-07-13 | 55c8f97646d4c87093c7e7d5e1b89718 | 1,372,091,947 | 41.343725 | -103.958658 | 0 |
11,160 | 2020-06-24 16:39:13 | 3,560,697,798,177,746 | fraud_Bins-Howell | personal_care | 7.66 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 4c7cb06fc369e8d77441568b5f108bee | 1,372,091,953 | 33.037035 | -115.522958 | 0 |
11,161 | 2020-06-24 16:39:16 | 4,428,154,703,770,710 | fraud_Nader-Maggio | personal_care | 31.65 | Brittany | Guerra | F | 79209 Gary Dale | Colton | WA | 99,113 | 46.5901 | -117.1692 | 761 | Chief Marketing Officer | 1943-06-30 | 2c79ef5c483cb27da4ef3fa331f35fef | 1,372,091,956 | 46.112678 | -116.703992 | 0 |
11,162 | 2020-06-24 16:39:22 | 3,551,217,896,304,745 | fraud_Ratke and Sons | health_fitness | 18.69 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | 85198996cde6beb3bbe12999daae4565 | 1,372,091,962 | 45.090137 | -74.025074 | 0 |
11,163 | 2020-06-24 16:39:56 | 4,427,805,710,168 | fraud_Heller, Gutmann and Zieme | grocery_pos | 53.3 | Michelle | Rodriguez | F | 1742 Brandon Squares Apt. 461 | Ruidoso | NM | 88,355 | 33.3305 | -105.6933 | 8,874 | Licensed conveyancer | 2000-08-16 | bfd3b5a5c19e99885cbac9d9bb4c00ad | 1,372,091,996 | 32.759804 | -105.020432 | 0 |
11,164 | 2020-06-24 16:40:51 | 213,112,402,583,773 | fraud_Medhurst Inc | home | 12.7 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | ef7fc05def31c0f08206361bf79c4f58 | 1,372,092,051 | 34.218894 | -82.747257 | 0 |
11,165 | 2020-06-24 16:43:36 | 2,475,085,306,462,014 | fraud_Johns-Hoeger | entertainment | 78.25 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | af8dd113087164c94deccaf1bfbbdd01 | 1,372,092,216 | 43.505503 | -94.626693 | 0 |
11,166 | 2020-06-24 16:44:50 | 4,169,759,661,243,568 | fraud_Erdman-Ebert | personal_care | 86.48 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 3b1fce1b4040867d0af46578e2c47c34 | 1,372,092,290 | 39.283574 | -77.409343 | 0 |
11,167 | 2020-06-24 16:45:10 | 2,475,085,306,462,014 | fraud_Kertzmann LLC | health_fitness | 78.32 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | c0cc9a0e812c3eb57eb919b4df2e1fad | 1,372,092,310 | 44.254642 | -96.237258 | 0 |
11,168 | 2020-06-24 16:45:24 | 503,874,407,318 | fraud_Shanahan-Lehner | personal_care | 66.08 | 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 | d63a5ee960c8e96a30609df00bb31dbb | 1,372,092,324 | 28.786252 | -99.35281 | 0 |
11,169 | 2020-06-24 16:45:26 | 180,067,151,859,700 | fraud_Brown, Homenick and Lesch | health_fitness | 57.7 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | 01f8c2a9c1f4b1020a8c98d5549899de | 1,372,092,326 | 40.864624 | -87.14108 | 0 |
11,170 | 2020-06-24 16:45:35 | 3,551,217,896,304,745 | fraud_Gerlach Inc | shopping_net | 4.22 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | e1d9ff347cf9369a2858297551a5376f | 1,372,092,335 | 44.562674 | -73.916262 | 0 |
11,171 | 2020-06-24 16:46:09 | 6,011,679,934,075,347 | fraud_Morissette-Schaefer | personal_care | 1.49 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | 4886913796452cf275a185009d9a652c | 1,372,092,369 | 41.920414 | -105.708942 | 0 |
11,172 | 2020-06-24 16:47:07 | 6,011,724,471,098,086 | fraud_Bernhard, Grant and Langworth | shopping_pos | 233.86 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | ae5bbf9d70aadb191b6578ff6f85438d | 1,372,092,427 | 45.404014 | -119.817634 | 0 |
11,173 | 2020-06-24 16:47:26 | 630,484,879,808 | fraud_Morissette-Schaefer | personal_care | 62.52 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | 2160335a8b1995374a2cc7fe4f537183 | 1,372,092,446 | 36.680993 | -120.014404 | 0 |
11,174 | 2020-06-24 16:48:11 | 4,509,142,395,811,241 | fraud_Lakin, Ferry and Beatty | food_dining | 40.09 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 92419dc57d5bad37c89c83f957cc26b4 | 1,372,092,491 | 31.597467 | -81.204594 | 0 |
11,175 | 2020-06-24 16:48:25 | 4,328,928,491,302,401 | fraud_Pacocha-Weissnat | kids_pets | 62.2 | Margaret | Ray | F | 927 Cummings Manor Suite 318 | Greendale | WI | 53,129 | 42.9373 | -87.9943 | 13,973 | Logistics and distribution manager | 1981-05-06 | 100062b6a9f458c822e9f011da6b965b | 1,372,092,505 | 43.902704 | -87.007778 | 0 |
11,176 | 2020-06-24 16:49:20 | 343,472,729,187,663 | fraud_Emmerich-Rau | personal_care | 71.96 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | 427b268395354d11058e1d7adf9afc0f | 1,372,092,560 | 43.968516 | -71.201605 | 0 |
11,177 | 2020-06-24 16:49:28 | 180,094,419,304,907 | fraud_Kilback Group | food_dining | 50.63 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | b6add92fa1e644374c19531f63703f81 | 1,372,092,568 | 33.487174 | -118.007105 | 0 |
11,178 | 2020-06-24 16:49:44 | 675,990,301,623 | fraud_Swift PLC | kids_pets | 31.25 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | dca87c7ef8ebbe056b7b2976acb77154 | 1,372,092,584 | 40.968414 | -75.035962 | 0 |
11,179 | 2020-06-24 16:50:17 | 4,996,263,498,048,679 | fraud_Douglas, Schneider and Turner | shopping_pos | 66.36 | Kendra | King | F | 154 Hernandez Keys | Smith River | CA | 95,567 | 41.9404 | -124.1587 | 1,930 | Web designer | 1983-06-13 | 5969ae59254a3bae295d8524f4b82bea | 1,372,092,617 | 41.988435 | -125.09805 | 0 |
11,180 | 2020-06-24 16:50:22 | 4,383,521,454,815 | fraud_Kautzer and Sons | personal_care | 5.27 | John | Robertson | M | 209 Austin Stream Apt. 231 | Indianapolis | IN | 46,290 | 39.9347 | -86.1633 | 910,148 | Academic librarian | 1987-09-22 | 35f20d54cb0831c8e9f1b039eb34682a | 1,372,092,622 | 40.117526 | -86.847374 | 0 |
11,181 | 2020-06-24 16:50:26 | 676,309,913,934 | fraud_Dibbert and Sons | entertainment | 2.5 | Robert | Martinez | M | 3683 Parrish Circles | Pueblo | CO | 81,005 | 38.2352 | -104.66 | 151,815 | Further education lecturer | 1988-01-04 | 8ec6417d65a3b8707b879cee49048d0e | 1,372,092,626 | 38.805108 | -104.561274 | 0 |
11,182 | 2020-06-24 16:51:01 | 6,544,734,391,390,261 | fraud_Kihn Inc | shopping_pos | 4.79 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | dd810c382c4c46b92c51a0629abf71c6 | 1,372,092,661 | 40.67008 | -87.132162 | 0 |
11,183 | 2020-06-24 16:51:27 | 372,382,441,451,095 | fraud_Yost-Rogahn | personal_care | 45.85 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | 0fff653f44b3f6c65a46d8f5ce42bb7c | 1,372,092,687 | 42.584158 | -73.340432 | 0 |
11,184 | 2020-06-24 16:51:53 | 180,042,946,491,150 | fraud_Bins-Tillman | entertainment | 43.73 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | d1a7190636925b4cf5fe9471b762c672 | 1,372,092,713 | 28.106431 | -83.449978 | 0 |
11,185 | 2020-06-24 16:53:41 | 3,520,550,088,202,337 | fraud_Wintheiser, Dietrich and Schimmel | misc_pos | 81.51 | Micheal | Walters | M | 15315 Vaughn Park Suite 356 | Hovland | MN | 55,606 | 47.8342 | -90.0476 | 272 | Freight forwarder | 2001-07-05 | a627e0b5b8ef322456690d25e7b84a32 | 1,372,092,821 | 47.677669 | -89.762402 | 0 |
11,186 | 2020-06-24 16:53:53 | 4,761,403,817,546,679,000 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 7.1 | Diana | Jacobs | F | 69608 Perez Mountain Apt. 006 | Viola | AR | 72,583 | 36.3924 | -91.9932 | 1,679 | Psychiatric nurse | 1986-05-02 | ed43034c068ef00bcdb12ed422511b6a | 1,372,092,833 | 36.815923 | -92.321922 | 0 |
11,187 | 2020-06-24 16:54:01 | 4,683,638,447,911 | fraud_Bogisich-Weimann | kids_pets | 49.3 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | 891f1d74ede24a50ef3370997055944c | 1,372,092,841 | 29.280299 | -92.026534 | 0 |
11,188 | 2020-06-24 16:55:01 | 676,372,984,911 | fraud_Kertzmann LLC | health_fitness | 9.75 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 79880bf7c155ce837841bbba20724490 | 1,372,092,901 | 38.886212 | -98.329003 | 0 |
11,189 | 2020-06-24 16:56:11 | 345,389,171,551,808 | fraud_Windler, Goodwin and Kovacek | home | 49.45 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | 97ba0abf6642a1ebc13b9ac900bbe452 | 1,372,092,971 | 34.532047 | -89.726749 | 0 |
11,190 | 2020-06-24 16:56:34 | 4,797,297,220,948,469,000 | fraud_Mohr-Bayer | shopping_net | 34.35 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | da776adf47957aaec2115bec05e284f8 | 1,372,092,994 | 39.095327 | -85.580337 | 0 |
11,191 | 2020-06-24 16:56:38 | 4,797,297,220,948,469,000 | fraud_Jacobi and Sons | shopping_pos | 2.2 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | f2aa4c40f283bca04437c5de128553b6 | 1,372,092,998 | 39.575358 | -86.619989 | 0 |
11,192 | 2020-06-24 16:57:18 | 4,800,395,067,176,717 | fraud_Hyatt-Blick | travel | 1.92 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | 8584babbafb8a60afae9315db47a40d9 | 1,372,093,038 | 41.452567 | -97.846925 | 0 |
11,193 | 2020-06-24 16:57:29 | 4,587,577,161,160,601 | fraud_Kihn-Fritsch | food_dining | 19.88 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 4332f840af27e34aeeab7174c9cd5e90 | 1,372,093,049 | 43.764426 | -69.911826 | 0 |
11,194 | 2020-06-24 16:58:21 | 3,566,094,707,272,327 | fraud_McCullough, Hudson and Schuster | food_dining | 50.75 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 787735b521b3e4730abd6f2f6ea073ce | 1,372,093,101 | 34.289464 | -118.13959 | 0 |
11,195 | 2020-06-24 16:58:27 | 6,544,734,391,390,261 | fraud_Gutmann-Upton | misc_pos | 93.82 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 4d4b18171f11cf57290325553b752e20 | 1,372,093,107 | 41.753776 | -88.130904 | 0 |
11,196 | 2020-06-24 17:00:10 | 6,526,777,409,109,795 | fraud_Bahringer Group | health_fitness | 43.02 | Michael | Garner | M | 0157 Samuel Mission Suite 379 | South Richmond Hill | NY | 11,419 | 40.6868 | -73.823 | 47,211 | Site engineer | 1937-02-01 | e671489d6d8daa8da04f8e35ea8115a0 | 1,372,093,210 | 41.277802 | -73.454512 | 0 |
11,197 | 2020-06-24 17:00:49 | 4,839,043,708,100,390 | fraud_Herman Inc | misc_pos | 211.15 | Meredith | Campbell | F | 043 Hanson Turnpike | Hedrick | IA | 52,563 | 41.1826 | -92.3097 | 1,583 | Geochemist | 1999-06-28 | 98e91631e9d4f2c9e4282718f1bdf289 | 1,372,093,249 | 40.443726 | -92.469814 | 0 |
11,198 | 2020-06-24 17:01:11 | 377,026,671,291,680 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 210.29 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | 0e1115569afa4d01534064fad031e0a0 | 1,372,093,271 | 38.086265 | -91.272028 | 0 |
11,199 | 2020-06-24 17:01:32 | 2,450,829,271,795,901 | fraud_Wisozk and Sons | misc_pos | 59.17 | Timothy | Kirby | M | 7309 Sophia Causeway Suite 702 | Sauk Rapids | MN | 56,379 | 45.604 | -94.1591 | 16,163 | Hydrographic surveyor | 1987-02-22 | d8a5767e8b4fede4efc0d0ea432befaf | 1,372,093,292 | 45.767333 | -93.794988 | 0 |
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