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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4,800 | 2020-06-22 17:45:29 | 4,745,996,322,265 | fraud_Lesch, D'Amore and Brown | food_dining | 5.6 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 8e821ff0690d35f835dfd7467aa1d211 | 1,371,923,129 | 41.583467 | -87.604046 | 0 |
4,801 | 2020-06-22 17:45:54 | 3,598,895,972,308,782 | fraud_Veum-Koelpin | travel | 2.51 | Kenneth | Richards | M | 994 Livingston Extensions Suite 918 | Norwalk | OH | 44,857 | 41.2403 | -82.6078 | 23,805 | Copy | 1970-02-22 | a91bd6a67a1236f8b5fe366df40d2acb | 1,371,923,154 | 41.763493 | -83.305293 | 0 |
4,802 | 2020-06-22 17:46:20 | 372,382,441,451,095 | fraud_Lowe, Dietrich and Erdman | kids_pets | 5.38 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | 1c981c32e4a8d363b21a032a22473b4b | 1,371,923,180 | 41.2351 | -74.387657 | 0 |
4,803 | 2020-06-22 17:46:24 | 4,514,242,065,619,750 | fraud_Heaney-Marquardt | entertainment | 72.79 | Janet | Carpenter | F | 9870 Collins Flat | Laramie | WY | 82,072 | 41.4247 | -105.4781 | 35,371 | Pilot, airline | 1988-09-02 | 97660f1a6e1c70ce0cab43aa1f143172 | 1,371,923,184 | 40.826973 | -105.64827 | 0 |
4,804 | 2020-06-22 17:46:48 | 30,273,037,698,427 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 58.23 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | eeed96fc4d1fa49c4669854536ee7c7a | 1,371,923,208 | 36.262608 | -92.399729 | 0 |
4,805 | 2020-06-22 17:46:50 | 374,125,201,044,065 | fraud_Bogisich-Weimann | kids_pets | 71.75 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | fc116054481818b0d5bc335a4855cffe | 1,371,923,210 | 38.505377 | -76.956108 | 0 |
4,806 | 2020-06-22 17:46:51 | 4,503,101,193,493,053,000 | fraud_Ullrich Ltd | kids_pets | 45.07 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | c4f33418a4a92816b20f7fd798b95b20 | 1,371,923,211 | 28.463263 | -82.772229 | 0 |
4,807 | 2020-06-22 17:46:51 | 4,169,759,661,243,568 | fraud_Erdman-Schaden | personal_care | 22.78 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 4e9ef3ea2ca0f33f7b68ca30fbb511b5 | 1,371,923,211 | 40.526751 | -76.157189 | 0 |
4,808 | 2020-06-22 17:47:05 | 4,862,293,128,558 | fraud_Gaylord-Powlowski | home | 31.88 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | 6c2d312009cf55fc9be287e8be6072bf | 1,371,923,225 | 40.913635 | -77.303909 | 0 |
4,809 | 2020-06-22 17:47:55 | 4,979,422,371,139,333 | fraud_Erdman-Durgan | health_fitness | 19.83 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | 2dcfcaf3080c558c241ea24a8f81fd6b | 1,371,923,275 | 42.156089 | -98.590047 | 0 |
4,810 | 2020-06-22 17:47:59 | 4,319,584,480,204,989,000 | fraud_Larkin Ltd | kids_pets | 36.39 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 81a53d14579501a56ecc892fddff590b | 1,371,923,279 | 38.091929 | -83.143165 | 0 |
4,811 | 2020-06-22 17:48:05 | 38,199,021,865,320 | fraud_Walter, Hettinger and Kessler | personal_care | 78.55 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | 26bd2c7aace36edf893403b1588986fc | 1,371,923,285 | 43.167866 | -71.477486 | 0 |
4,812 | 2020-06-22 17:48:24 | 4,642,255,475,285,942 | fraud_Botsford PLC | home | 1.45 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | dcedf98198a8c5e51e0e8fef8e254909 | 1,371,923,304 | 39.560529 | -108.865959 | 0 |
4,813 | 2020-06-22 17:48:29 | 4,908,846,471,916,297 | fraud_Kirlin and Sons | personal_care | 49.85 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | bfe11caaf6ad74dc55f24bc2a4e4ffb1 | 1,371,923,309 | 31.502688 | -97.660495 | 0 |
4,814 | 2020-06-22 17:48:50 | 213,174,467,670,432 | fraud_Hoppe-Parisian | kids_pets | 25.47 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | eda8b3f1e693fe446e06f60f04ba9878 | 1,371,923,330 | 40.077202 | -75.432653 | 0 |
4,815 | 2020-06-22 17:48:59 | 675,990,301,623 | fraud_Kilback Group | food_dining | 21.71 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | aadea04bb2871a9cb418747006a2a91f | 1,371,923,339 | 41.159833 | -75.55005 | 0 |
4,816 | 2020-06-22 17:48:59 | 375,974,680,629,816 | fraud_Medhurst, Labadie and Gottlieb | travel | 2.17 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | d19a83eae0aa7342d7187c0f10b95ec4 | 1,371,923,339 | 40.680848 | -72.914299 | 0 |
4,817 | 2020-06-22 17:49:02 | 4,740,713,119,940,984 | fraud_Deckow-Dare | food_dining | 92.95 | Heather | Hines | F | 13776 Hicks Plains | Pomona | NY | 10,970 | 41.1901 | -74.0436 | 9,993 | Pensions consultant | 1962-10-16 | 6cd4e658fb61184309ff1d09eb061fac | 1,371,923,342 | 41.776899 | -74.713812 | 0 |
4,818 | 2020-06-22 17:49:15 | 36,153,880,429,415 | fraud_Breitenberg-Hermiston | kids_pets | 63.55 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | f7b7f05d6e932ab04796c45f10741932 | 1,371,923,355 | 27.825211 | -81.326715 | 0 |
4,819 | 2020-06-22 17:49:19 | 501,802,953,619 | fraud_Kirlin and Sons | personal_care | 29.5 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | c653b64907b5af3843d9eebbc3fbf8be | 1,371,923,359 | 42.046499 | -122.188076 | 0 |
4,820 | 2020-06-22 17:50:15 | 4,377,338,765,909,719 | fraud_Little Ltd | kids_pets | 195.15 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | 9b34ff0fd75c63e104e9f56bda50c390 | 1,371,923,415 | 36.891916 | -83.287965 | 0 |
4,821 | 2020-06-22 17:50:15 | 4,607,072,969,078,276 | fraud_McCullough, Hudson and Schuster | food_dining | 29.09 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 507ed12348cb66f43e008749317866e6 | 1,371,923,415 | 35.607396 | -97.969906 | 0 |
4,822 | 2020-06-22 17:50:50 | 676,148,621,961 | fraud_Kihn-Fritsch | food_dining | 53.28 | Jennifer | Vega | F | 91644 Crystal Drives | Eagarville | IL | 62,023 | 39.1118 | -89.7855 | 91 | Materials engineer | 1962-11-18 | a3569702d693ca29c6e5adcae812732d | 1,371,923,450 | 39.618481 | -90.618913 | 0 |
4,823 | 2020-06-22 17:51:04 | 373,905,417,449,658 | fraud_Hermann and Sons | shopping_pos | 6.04 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 9445a50c43394ebee045fcae80da3e56 | 1,371,923,464 | 31.942827 | -97.865544 | 0 |
4,824 | 2020-06-22 17:51:34 | 38,580,485,618,059 | fraud_Eichmann-Kilback | home | 171.04 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | 061776249e1b5cd22f227cf4bbef6ef1 | 1,371,923,494 | 48.334966 | -102.17723 | 0 |
4,825 | 2020-06-22 17:51:40 | 676,102,124,465 | fraud_Ankunding-Carroll | travel | 4.09 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 0ba592ca20a477c343d3ffb4b18f495f | 1,371,923,500 | 39.060899 | -122.756635 | 0 |
4,826 | 2020-06-22 17:51:54 | 3,501,942,333,500,073 | fraud_Howe PLC | entertainment | 239.44 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | b69d4bbada436129d93500e2a615a30a | 1,371,923,514 | 34.801263 | -112.852696 | 0 |
4,827 | 2020-06-22 17:52:00 | 2,280,870,154,157,385 | fraud_Schiller Ltd | personal_care | 133.54 | Katherine | Cooper | F | 3854 Lauren Springs Suite 648 | Oakford | IL | 62,673 | 40.0994 | -89.9601 | 530 | Transport planner | 1967-09-23 | 3934214a2dbb60658d6983e8782f2867 | 1,371,923,520 | 40.473806 | -89.99666 | 0 |
4,828 | 2020-06-22 17:52:27 | 345,389,171,551,808 | fraud_Auer-West | shopping_net | 49.05 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | c12964d852e61c45b5f2f3f42b434ed0 | 1,371,923,547 | 33.092952 | -88.792661 | 0 |
4,829 | 2020-06-22 17:53:28 | 4,502,539,526,809,430,000 | fraud_Schoen-Quigley | kids_pets | 37.49 | Stephanie | Cummings | F | 1025 Robin Square | Ash Flat | AR | 72,513 | 36.2201 | -91.6421 | 2,856 | Hydrologist | 1926-08-27 | fd1354a7cfaf476d7885167e721e9ba8 | 1,371,923,608 | 36.741901 | -92.240227 | 0 |
4,830 | 2020-06-22 17:53:30 | 180,094,419,304,907 | fraud_Douglas, Schneider and Turner | shopping_pos | 477.67 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 2adcc98f26f9278cf4b68abf09acc71c | 1,371,923,610 | 34.266251 | -116.911978 | 0 |
4,831 | 2020-06-22 17:54:00 | 30,371,006,069,917 | fraud_Breitenberg-Hermiston | kids_pets | 19.49 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 6f7470e6dcc5bc528ea5fe7dc984866f | 1,371,923,640 | 37.663465 | -89.636304 | 0 |
4,832 | 2020-06-22 17:54:22 | 30,273,037,698,427 | fraud_Thiel-Thiel | entertainment | 133.29 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 2ffeb77b10ee6744f85a6602a471faaf | 1,371,923,662 | 35.665908 | -90.630391 | 0 |
4,833 | 2020-06-22 17:55:02 | 180,036,456,789,979 | fraud_Hodkiewicz, Prohaska and Paucek | travel | 4.6 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 7ac5ba4d785e180c6908bc97e934579a | 1,371,923,702 | 43.601429 | -90.634783 | 0 |
4,834 | 2020-06-22 17:55:30 | 3,521,417,320,836,166 | fraud_Windler, Goodwin and Kovacek | home | 11.97 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 2dd4003fd98a6e0840f8899121c097f3 | 1,371,923,730 | 38.873802 | -86.007927 | 0 |
4,835 | 2020-06-22 17:55:40 | 2,720,012,583,106,919 | fraud_Kihn, Brakus and Goyette | personal_care | 82.05 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | e73450f9a082af99b7b5cd2f09643138 | 1,371,923,740 | 43.644828 | -102.403276 | 0 |
4,836 | 2020-06-22 17:56:17 | 4,560,395,181,594,436,000 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 67.75 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 060fe10b877322c38b7654e441efad6e | 1,371,923,777 | 39.458418 | -123.598881 | 0 |
4,837 | 2020-06-22 17:56:20 | 373,905,417,449,658 | fraud_Schroeder, Hauck and Treutel | entertainment | 149.22 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 5ffd5c0e8cf3c64386fb877db964cf04 | 1,371,923,780 | 32.055685 | -98.600268 | 0 |
4,838 | 2020-06-22 17:56:47 | 4,900,628,639,996 | fraud_Walter, Hettinger and Kessler | personal_care | 39.39 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 51877ed28e68f823ba0b6ee9d35bd4b5 | 1,371,923,807 | 34.775725 | -117.218447 | 0 |
4,839 | 2020-06-22 17:56:49 | 3,567,527,758,368,741 | fraud_Schoen-Quigley | kids_pets | 36.95 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 4d41e3248b6ef4a61f6c40b5a1464319 | 1,371,923,809 | 32.073901 | -101.455693 | 0 |
4,840 | 2020-06-22 17:57:39 | 3,559,679,414,981,506 | fraud_Hermann and Sons | shopping_pos | 285.25 | Olivia | Stephenson | F | 292 Cassidy Oval | Lowville | NY | 13,367 | 43.7893 | -75.4156 | 8,830 | Theme park manager | 1991-03-29 | 9426e944795bffe66b53f517d94d4d58 | 1,371,923,859 | 43.132522 | -75.076161 | 0 |
4,841 | 2020-06-22 17:57:40 | 30,407,675,418,785 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 72.94 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | 672be0bd0e34114a28a278a278957e66 | 1,371,923,860 | 42.593872 | -77.284451 | 0 |
4,842 | 2020-06-22 17:57:42 | 4,089,096,483,689,733,600 | fraud_Schroeder, Hauck and Treutel | entertainment | 52.72 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 46f08f0953cfed7b9406da09f1e37ada | 1,371,923,862 | 32.827655 | -95.54497 | 0 |
4,843 | 2020-06-22 17:57:49 | 567,868,110,212 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 26.96 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | aac5ac1156c1d0a9f5c994d3ee4f8f96 | 1,371,923,869 | 29.311445 | -95.131309 | 0 |
4,844 | 2020-06-22 17:58:06 | 4,988,304,376,504 | fraud_Lowe, Dietrich and Erdman | kids_pets | 62.88 | William | Thompson | M | 977 Rita Grove Apt. 000 | Rock Tavern | NY | 12,575 | 41.4575 | -74.1659 | 2,258 | Building surveyor | 1937-03-17 | 1a4f754ffe3964097c9a5c0f21d4be56 | 1,371,923,886 | 40.607123 | -75.052287 | 0 |
4,845 | 2020-06-22 17:58:12 | 379,141,394,109,214 | fraud_Schumm, McLaughlin and Carter | food_dining | 10.69 | Gerald | Anthony | M | 252 Melissa Rapids Suite 944 | Monetta | SC | 29,105 | 33.8084 | -81.5956 | 1,514 | Chief Strategy Officer | 1966-12-15 | 782dd54c90811e8babbd3e0174385a64 | 1,371,923,892 | 34.343157 | -81.970171 | 0 |
4,846 | 2020-06-22 17:58:17 | 3,583,793,405,872,580 | fraud_Kutch-Wilderman | home | 18.7 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 588a5c884ad753c4b5ac06ed64b4cdb2 | 1,371,923,897 | 35.722378 | -98.366922 | 0 |
4,847 | 2020-06-22 17:58:18 | 6,011,724,471,098,086 | fraud_Christiansen-Gusikowski | misc_pos | 62.49 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | a2c00e6d31b72b13fea7459d27784b3b | 1,371,923,898 | 45.470157 | -119.086704 | 0 |
4,848 | 2020-06-22 17:58:26 | 4,561,368,699,336,875 | fraud_Abshire PLC | entertainment | 39.46 | Pamela | Lewis | F | 653 Jessica Extension Apt. 668 | Clifton | SC | 29,324 | 34.9906 | -81.8327 | 167 | Museum/gallery conservator | 1988-11-01 | 81a89e4f6c73a67b64c269f77567e3ee | 1,371,923,906 | 35.902683 | -81.544746 | 0 |
4,849 | 2020-06-22 17:58:26 | 30,150,717,898,388 | fraud_Bernier and Sons | kids_pets | 140.05 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | 0a2979498c63f0d1b60c0b0daed36276 | 1,371,923,906 | 35.501833 | -86.65656 | 0 |
4,850 | 2020-06-22 17:59:04 | 3,521,417,320,836,166 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 4.34 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 035e4939d5ff8647e653e59f6177a6c9 | 1,371,923,944 | 39.118888 | -86.634094 | 0 |
4,851 | 2020-06-22 17:59:15 | 4,939,976,756,738,216 | fraud_Gerhold LLC | home | 58.99 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | a4e430757d6c000eca3da453dacfe9d5 | 1,371,923,955 | 26.500881 | -98.139151 | 0 |
4,852 | 2020-06-22 17:59:18 | 344,342,339,068,828 | fraud_Streich Ltd | home | 45.4 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | d5acd24d7c20f6e657b4d7974edc76c0 | 1,371,923,958 | 32.299062 | -81.244926 | 0 |
4,853 | 2020-06-22 17:59:19 | 6,011,148,190,095,209 | fraud_Gleason and Sons | kids_pets | 159.35 | Terri | Bailey | F | 508 Erin Mount | Daly City | CA | 94,015 | 37.6787 | -122.478 | 107,941 | Buyer, industrial | 1991-10-04 | 8fbb499453b73076e5a350f4fd2a2c19 | 1,371,923,959 | 38.297327 | -122.255668 | 0 |
4,854 | 2020-06-22 17:59:37 | 2,720,830,304,681,674 | fraud_Okuneva, Schneider and Rau | shopping_pos | 12.45 | Melissa | Aguilar | F | 21326 Taylor Squares Suite 708 | Clarksville | TN | 37,040 | 36.522 | -87.349 | 151,785 | Pathologist | 1974-03-28 | 2c1e25e7e9ff9a2a244b5108984603e1 | 1,371,923,977 | 36.503994 | -87.94107 | 0 |
4,855 | 2020-06-22 17:59:47 | 4,089,096,483,689,733,600 | fraud_Jast and Sons | food_dining | 37.16 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | cb03195cdd7ec8703961906d667147cf | 1,371,923,987 | 33.375653 | -94.1846 | 0 |
4,856 | 2020-06-22 18:00:04 | 6,011,348,830,550,197 | fraud_Gibson-Deckow | entertainment | 13.94 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | c51efe1aed62af568e514d5b829805d3 | 1,371,924,004 | 33.877612 | -87.768183 | 0 |
4,857 | 2020-06-22 18:00:04 | 6,011,542,681,743,618 | fraud_Hackett Group | travel | 8.72 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | 629180c3ccdd2fea87a24dc00ff4c402 | 1,371,924,004 | 38.064411 | -78.703076 | 0 |
4,858 | 2020-06-22 18:00:14 | 30,235,268,718,158 | fraud_Conroy Ltd | shopping_pos | 7.99 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | e8e8964ad08316a000d559adc5858ceb | 1,371,924,014 | 40.355523 | -74.337606 | 0 |
4,859 | 2020-06-22 18:00:56 | 4,181,833,256,558,614,000 | fraud_Botsford and Sons | home | 38.22 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 0def3ae6bf0b9356b73a55de96f24e9e | 1,371,924,056 | 35.698636 | -104.87967 | 0 |
4,860 | 2020-06-22 18:01:15 | 3,533,177,016,567,295 | fraud_Graham and Sons | health_fitness | 15.31 | Derek | Bentley | M | 782 Lee Crossing Apt. 209 | Weeping Water | NE | 68,463 | 40.8731 | -96.1528 | 1,517 | Dealer | 1951-11-08 | 489af4b2d8da1d5adc7df289e2b8d770 | 1,371,924,075 | 41.19638 | -96.309117 | 0 |
4,861 | 2020-06-22 18:01:26 | 60,427,851,591 | fraud_Lang, Towne and Schuppe | kids_pets | 44.82 | Bradley | Martinez | M | 3426 David Divide Suite 717 | Burns Flat | OK | 73,624 | 35.3492 | -99.188 | 2,142 | Politician's assistant | 1976-06-30 | 77fdbf570a765a850bbaaa5bbee929e8 | 1,371,924,086 | 34.804725 | -99.672416 | 0 |
4,862 | 2020-06-22 18:02:08 | 4,319,584,480,204,989,000 | fraud_Douglas-White | entertainment | 28.8 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 6c85101b4b4084866a88e677f85f68f3 | 1,371,924,128 | 37.486565 | -82.131516 | 0 |
4,863 | 2020-06-22 18:02:09 | 180,047,222,886,866 | fraud_Zboncak LLC | food_dining | 3.69 | Christine | Shaffer | F | 14017 Thomas Plaza | Loami | IL | 62,661 | 39.6704 | -89.8588 | 1,213 | English as a foreign language teacher | 1991-04-22 | ca7baa8d9cbd529d5b85847ed8d1be1a | 1,371,924,129 | 39.320289 | -89.271097 | 0 |
4,864 | 2020-06-22 18:02:21 | 2,233,882,705,243,596 | fraud_Lakin, Ferry and Beatty | food_dining | 19.91 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | b80f6e2f5f485789156c9c369f7ba9bd | 1,371,924,141 | 34.006908 | -88.322773 | 0 |
4,865 | 2020-06-22 18:02:24 | 4,586,810,168,620,942 | fraud_Williamson LLC | misc_pos | 48.7 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | f9d48d6bbec8a6cd2cd2583011506569 | 1,371,924,144 | 33.095217 | -79.658645 | 0 |
4,866 | 2020-06-22 18:02:24 | 4,412,720,572,684,931 | fraud_Crona and Sons | kids_pets | 28.35 | Richard | Marshall | M | 295 Page Creek Suite 181 | Greenbush | VA | 23,357 | 37.7681 | -75.6664 | 776 | Psychiatrist | 1949-11-17 | 19663f7ba053be802d6fe06c8953d5ba | 1,371,924,144 | 37.728443 | -75.15439 | 0 |
4,867 | 2020-06-22 18:02:44 | 4,089,096,483,689,733,600 | fraud_Boyer PLC | shopping_net | 125.3 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | a91ca7e30a0e522d459805661b6d2617 | 1,371,924,164 | 33.358114 | -94.504664 | 0 |
4,868 | 2020-06-22 18:02:59 | 3,534,093,764,340,240 | fraud_Hills, Hegmann and Schaefer | health_fitness | 81.04 | Jeremy | White | M | 9443 Cynthia Court Apt. 038 | Boulder | MT | 59,632 | 46.2306 | -112.1138 | 1,939 | Patent attorney | 1967-01-12 | d4c8d7d8e3648d804905721aaffee7ad | 1,371,924,179 | 46.145988 | -111.639124 | 0 |
4,869 | 2020-06-22 18:03:02 | 4,260,128,500,325 | fraud_Jakubowski Group | food_dining | 125.69 | Whitney | Gallagher | F | 0374 Courtney Islands Apt. 400 | Deane | KY | 41,812 | 37.2409 | -82.7696 | 230 | Conservation officer, historic buildings | 1997-08-04 | 079935da86cd2e2eef6b35f5c26bb185 | 1,371,924,182 | 37.261812 | -83.075707 | 0 |
4,870 | 2020-06-22 18:03:14 | 3,513,285,035,244,624 | fraud_Metz, Russel and Metz | kids_pets | 38.6 | Ariana | Campbell | F | 50932 Neal Valley | Daniels | WV | 25,832 | 37.7256 | -81.1087 | 3,994 | Biochemist, clinical | 1936-11-05 | e3b124af527fa40d761b61d9594bc179 | 1,371,924,194 | 38.184433 | -81.010618 | 0 |
4,871 | 2020-06-22 18:03:41 | 30,427,035,050,508 | fraud_Champlin-Casper | home | 29.64 | John | Chandler | M | 88325 Brandon Greens Apt. 477 | Detroit | MI | 48,202 | 42.377 | -83.0796 | 673,342 | Broadcast presenter | 1969-11-20 | 1192c05701091df34c70aaabc8e26f6b | 1,371,924,221 | 42.188313 | -83.015618 | 0 |
4,872 | 2020-06-22 18:03:50 | 2,285,066,385,084,291 | fraud_Kilback Group | food_dining | 16.07 | 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 | 0e0d136de280fdcda887d28b493d7989 | 1,371,924,230 | 31.365124 | -89.407545 | 0 |
4,873 | 2020-06-22 18:03:58 | 30,270,432,095,985 | fraud_Volkman PLC | food_dining | 22.08 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 98da9f939fd90a3773abac82425057ab | 1,371,924,238 | 41.147576 | -91.520919 | 0 |
4,874 | 2020-06-22 18:04:10 | 4,760,122,961,662 | fraud_Schumm, McLaughlin and Carter | food_dining | 91.71 | Robert | Jordan | M | 4602 Lopez Glens Suite 900 | Arcadia | OH | 44,804 | 41.1116 | -83.502 | 1,202 | Curator | 1933-03-01 | e125b747dffe5be79471ffd436cb1037 | 1,371,924,250 | 40.281345 | -83.749725 | 0 |
4,875 | 2020-06-22 18:04:12 | 6,011,360,759,745,864 | fraud_Ernser-Feest | home | 83.47 | Steven | Williams | M | 231 Flores Pass Suite 720 | Edinburg | VA | 22,824 | 38.8432 | -78.6003 | 6,018 | Designer, multimedia | 1947-08-21 | c645e659ca8ce6e5e8cb8976f5e9995f | 1,371,924,252 | 37.993483 | -78.937704 | 0 |
4,876 | 2020-06-22 18:05:26 | 571,365,235,126 | fraud_Goyette, Howell and Collier | shopping_pos | 1.87 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | a051b7ac3c1053beae341ec33df3e582 | 1,371,924,326 | 45.493446 | -86.693408 | 0 |
4,877 | 2020-06-22 18:05:27 | 4,104,312,520,615,374 | fraud_Windler LLC | kids_pets | 40.77 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 354976fecebfad730fe6ff6fff8b1d9c | 1,371,924,327 | 32.706507 | -116.542131 | 0 |
4,878 | 2020-06-22 18:05:28 | 377,113,842,678,100 | fraud_Schaefer, Fay and Hilll | entertainment | 22.63 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 893894582aad1bd0e0015491aba9151d | 1,371,924,328 | 40.307471 | -76.231632 | 0 |
4,879 | 2020-06-22 18:05:29 | 3,518,234,918,950,662 | fraud_Hirthe-Beier | health_fitness | 121.98 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 1ca4e74e3d7fd6e96ab410e21f1727a5 | 1,371,924,329 | 33.981545 | -97.302005 | 0 |
4,880 | 2020-06-22 18:05:45 | 4,760,122,961,662 | fraud_Waelchi-Wolf | kids_pets | 74.07 | Robert | Jordan | M | 4602 Lopez Glens Suite 900 | Arcadia | OH | 44,804 | 41.1116 | -83.502 | 1,202 | Curator | 1933-03-01 | 2e21a20859dd602a99b4b85e349432a2 | 1,371,924,345 | 42.038994 | -83.718003 | 0 |
4,881 | 2020-06-22 18:05:53 | 561,942,763,351 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 402.2 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | 71f25339eaf285de79d64777381f0be5 | 1,371,924,353 | 38.689101 | -77.793783 | 0 |
4,882 | 2020-06-22 18:06:22 | 213,112,402,583,773 | fraud_Eichmann-Russel | misc_pos | 35.23 | 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 | 353616ca71e0dfcec018e19a328812fb | 1,371,924,382 | 34.090229 | -81.85873 | 0 |
4,883 | 2020-06-22 18:06:46 | 3,565,996,340,207,976 | fraud_Zboncak LLC | food_dining | 4.68 | Warren | Daniels | M | 23656 Harris Gardens Suite 698 | El Paso | TX | 79,906 | 31.8092 | -106.4247 | 749,635 | Market researcher | 1973-01-21 | 97b49301a7ed2aa436d8a7a89d1d5512 | 1,371,924,406 | 31.575287 | -107.155019 | 0 |
4,884 | 2020-06-22 18:07:10 | 4,301,028,321,766,222,300 | fraud_Cole, Hills and Jewess | home | 68.39 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | d0bfabbb7677f7b11848226a65428eac | 1,371,924,430 | 40.38566 | -79.479285 | 0 |
4,885 | 2020-06-22 18:07:21 | 30,143,535,920,989 | fraud_Goyette, Howell and Collier | shopping_pos | 7.96 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 208a7636c5064a9eac4cc57d78d637a5 | 1,371,924,441 | 38.93174 | -75.619973 | 0 |
4,886 | 2020-06-22 18:07:23 | 560,881,134,780 | fraud_McDermott, Osinski and Morar | home | 16.35 | Audrey | Martinez | F | 343 Joshua Views | Liberty Mills | IN | 46,946 | 41.0356 | -85.7358 | 136 | Soil scientist | 1953-03-19 | 3bec067cc9c84bcf1cf33c1463c31897 | 1,371,924,443 | 40.902331 | -86.463531 | 0 |
4,887 | 2020-06-22 18:07:48 | 4,063,094,974,360,571,400 | fraud_Botsford and Sons | home | 20.12 | Patricia | Mendoza | F | 1683 Davidson Freeway | Mendon | UT | 84,325 | 41.71 | -111.9817 | 2,078 | Scientist, audiological | 1963-06-13 | d2c6522d16a424f51233879f75dfcbba | 1,371,924,468 | 41.764746 | -112.19693 | 0 |
4,888 | 2020-06-22 18:08:00 | 180,048,185,037,117 | fraud_Gerlach Inc | shopping_net | 15.32 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | 95859c0e92ff7276a54d7a79ae3fbb33 | 1,371,924,480 | 41.339983 | -74.35276 | 0 |
4,889 | 2020-06-22 18:08:10 | 4,809,701,904,914 | fraud_Gutmann, McLaughlin and Wiza | home | 33 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 0559ad91961679464f46b772be01bb07 | 1,371,924,490 | 32.569746 | -84.805328 | 0 |
4,890 | 2020-06-22 18:08:41 | 6,011,999,606,625,827 | fraud_Gulgowski LLC | home | 80.81 | Ronald | Carson | M | 870 Rocha Drive | Harrington Park | NJ | 7,640 | 40.9918 | -73.98 | 4,664 | Radiographer, diagnostic | 1965-06-30 | 36fada52251631dc90dedc452e521c55 | 1,371,924,521 | 41.213909 | -73.513199 | 0 |
4,891 | 2020-06-22 18:08:44 | 4,364,010,865,167,176 | fraud_Medhurst, Cartwright and Ebert | personal_care | 61.12 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 2593cd83c893325b6cff61c1cc894957 | 1,371,924,524 | 38.751329 | -119.037564 | 0 |
4,892 | 2020-06-22 18:09:02 | 3,589,289,942,931,264 | fraud_Yost, Block and Koepp | misc_pos | 3.62 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 1a1fb69dd1a6a63534c157ff89b25201 | 1,371,924,542 | 43.461831 | -98.265473 | 0 |
4,893 | 2020-06-22 18:09:05 | 5,456,776,410,929,288 | fraud_Erdman-Schaden | personal_care | 55.02 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | 8e33870fb5f74f951f9876edcd9b4bff | 1,371,924,545 | 41.094982 | -79.482104 | 0 |
4,894 | 2020-06-22 18:09:10 | 377,026,671,291,680 | fraud_Windler, Goodwin and Kovacek | home | 50.83 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | a34ee83a9a50629de10d2f93bf7e4149 | 1,371,924,550 | 36.647643 | -90.846585 | 0 |
4,895 | 2020-06-22 18:09:19 | 213,186,551,511,454 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 7.85 | Cody | Dean | M | 737 Thomas Wall Apt. 502 | West Bethel | ME | 4,286 | 44.402 | -70.8601 | 47 | Chief Operating Officer | 1951-03-31 | 4bd5400fd03d6db2727b8f4e619c7460 | 1,371,924,559 | 44.632461 | -71.648927 | 0 |
4,896 | 2020-06-22 18:09:27 | 676,102,124,465 | fraud_O'Connell, Botsford and Hand | home | 34.8 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 3f01ff1030d5006d3509e334d463fa82 | 1,371,924,567 | 38.009643 | -121.534871 | 0 |
4,897 | 2020-06-22 18:10:11 | 2,242,542,703,101,233 | fraud_Zulauf LLC | personal_care | 3.3 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 4d21ad0414437b287c455f0736cbb8d5 | 1,371,924,611 | 37.531018 | -85.682406 | 0 |
4,898 | 2020-06-22 18:10:19 | 3,506,592,072,985,012 | fraud_Monahan-Morar | personal_care | 17.27 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | 6b041e2a4cb93aec223fb66711a351e0 | 1,371,924,619 | 38.12484 | -90.933631 | 0 |
4,899 | 2020-06-22 18:10:19 | 6,550,399,784,335,736 | fraud_Hettinger, McCullough and Fay | home | 75.31 | Harry | Mckee | M | 95351 Sullivan Viaduct Apt. 239 | Port Charlotte | FL | 33,981 | 26.9379 | -82.2388 | 79,008 | Quantity surveyor | 1984-08-31 | 6bc18d825a6dd7b74855b2540eb4acd6 | 1,371,924,619 | 27.461474 | -81.556601 | 0 |
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