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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5,700 | 2019-01-04 17:07:14 | 3,573,030,041,201,292 | fraud_Kris-Padberg | shopping_pos | 2.74 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | d12b4bfc5a37cb4ee1cd28515811ca52 | 1,325,696,834 | 40.469118 | -111.367562 | 0 |
5,701 | 2019-01-04 17:07:30 | 4,998,109,455,173,950 | fraud_Romaguera Ltd | health_fitness | 54.59 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 46ea691b9c44aaa87f0772a7386e7a23 | 1,325,696,850 | 39.447937 | -95.500048 | 0 |
5,702 | 2019-01-04 17:07:42 | 6,011,652,924,285,713 | fraud_O'Connell-Ullrich | home | 50.35 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | d8c293255b54e87014b9826f0d3383b6 | 1,325,696,862 | 37.958362 | -93.24242 | 0 |
5,703 | 2019-01-04 17:08:34 | 639,023,984,367 | fraud_Schmidt and Sons | shopping_net | 2.31 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | ac3a01fdf0b67fbe4b03f9b538a7b680 | 1,325,696,914 | 45.215148 | -75.717204 | 0 |
5,704 | 2019-01-04 17:08:35 | 4,904,681,492,230,012 | fraud_Fadel, Mertz and Rippin | entertainment | 107.51 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 1bee7173ff53170fe754a32dacaf9704 | 1,325,696,915 | 41.168987 | -74.31239 | 0 |
5,705 | 2019-01-04 17:08:37 | 2,269,768,987,945,882 | fraud_Lynch-Mohr | travel | 5.23 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | 0deca6cf6ff24610ddd95417ef9ae0cb | 1,325,696,917 | 43.584794 | -77.314332 | 0 |
5,706 | 2019-01-04 17:09:01 | 4,792,627,764,422,478,000 | fraud_Altenwerth-Kilback | home | 31.58 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 5ce492b80ff05bb3ad660d95f4f3b039 | 1,325,696,941 | 39.585883 | -95.231255 | 0 |
5,707 | 2019-01-04 17:09:58 | 6,011,104,316,292,105 | fraud_Hagenes, Kohler and Hoppe | food_dining | 6.78 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 2f23fadd20894963eff40b548cdc3f5c | 1,325,696,998 | 36.532367 | -79.045308 | 0 |
5,708 | 2019-01-04 17:10:46 | 4,169,388,510,116 | fraud_Leffler-Goldner | personal_care | 23.9 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | 23dfacc3b220096876b559e169810e00 | 1,325,697,046 | 43.18581 | -77.385428 | 0 |
5,709 | 2019-01-04 17:12:03 | 376,445,266,762,684 | fraud_Streich Ltd | home | 46.06 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 776d3725fea5612f1db1604b75b9fa87 | 1,325,697,123 | 41.411727 | -101.313796 | 0 |
5,710 | 2019-01-04 17:12:25 | 30,518,206,766,474 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 8 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | e2e5715174b4978b6dc3d78aa9c80b27 | 1,325,697,145 | 36.98024 | -89.069913 | 0 |
5,711 | 2019-01-04 17:13:32 | 3,528,407,217,576,457 | fraud_Heller PLC | health_fitness | 45.7 | Patricia | Leach | F | 71309 Martinez Stravenue | Kingsport | TN | 37,663 | 36.4715 | -82.4834 | 87,124 | Warden/ranger | 1987-02-14 | 0549bb15d1d3d6126c642cf72ad558c4 | 1,325,697,212 | 37.07321 | -82.638705 | 0 |
5,712 | 2019-01-04 17:15:31 | 5,127,412,150,261,034 | fraud_Nienow, Barrows and Romaguera | personal_care | 6.07 | David | Campbell | M | 2989 Murray Inlet | Washington | DC | 20,017 | 38.9367 | -76.994 | 601,723 | Psychotherapist, child | 1991-02-04 | d0daae6a4f1ddefa8f0750bd4761fe59 | 1,325,697,331 | 39.875808 | -76.358579 | 0 |
5,713 | 2019-01-04 17:17:02 | 30,150,717,898,388 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 89.46 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | db1e4d6dd4cc24d58eadc4347ea3bf72 | 1,325,697,422 | 35.644392 | -87.043275 | 0 |
5,714 | 2019-01-04 17:19:38 | 6,523,180,720,198,790 | fraud_Gerhold LLC | home | 86.85 | Alan | Taylor | M | 560 Molina Path | Oakdale | NY | 11,769 | 40.7382 | -73.1297 | 9,506 | Biochemist, clinical | 1953-04-13 | a3e79efdd8171db86f180e64834a971c | 1,325,697,578 | 40.848712 | -73.958969 | 0 |
5,715 | 2019-01-04 17:20:00 | 377,026,671,291,680 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 58.41 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | caabfaa1998269403534bdde76c2ff0a | 1,325,697,600 | 37.201183 | -91.379688 | 0 |
5,716 | 2019-01-04 17:20:12 | 6,011,329,966,782,895 | fraud_Stoltenberg-Beatty | shopping_pos | 320.03 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | 8f9054f67868fb134542d5519f899bf0 | 1,325,697,612 | 36.517612 | -96.842628 | 0 |
5,717 | 2019-01-04 17:20:28 | 4,294,930,380,592 | fraud_Fadel Inc | health_fitness | 12.55 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | 38c5f5fe464932c78722efe9663f7a25 | 1,325,697,628 | 38.202047 | -79.996949 | 0 |
5,718 | 2019-01-04 17:21:35 | 374,656,033,243,756 | fraud_Bednar PLC | kids_pets | 41.82 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 9bf5ea32211981090ec7baba7c2a7b35 | 1,325,697,695 | 39.500094 | -77.348985 | 0 |
5,719 | 2019-01-04 17:23:30 | 3,524,574,586,339,330 | fraud_Gulgowski LLC | home | 83.83 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | b1fb5f34ff4025226255a716ebca8fc3 | 1,325,697,810 | 26.688675 | -80.087348 | 0 |
5,720 | 2019-01-04 17:24:18 | 4,716,561,796,955,522 | fraud_Hyatt, Russel and Gleichner | health_fitness | 67.29 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | fae749d3c0b49265fd3fdf9abcad49c9 | 1,325,697,858 | 48.121099 | -111.914143 | 0 |
5,721 | 2019-01-04 17:24:47 | 4,587,577,161,160,601 | fraud_Weimann-Lockman | kids_pets | 108.31 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 3345381da8310b059ef8eb4d3b7c5edd | 1,325,697,887 | 43.951801 | -69.07872 | 0 |
5,722 | 2019-01-04 17:25:05 | 370,612,217,861,404 | fraud_Cormier LLC | shopping_net | 28.11 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | b7c028b71975efe86c7d86aaaa3aaa8b | 1,325,697,905 | 40.458532 | -75.763494 | 0 |
5,723 | 2019-01-04 17:25:11 | 4,755,696,071,492 | fraud_Kessler Inc | travel | 1.24 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 6f2a419b09f6137cf2b9f4c41e293739 | 1,325,697,911 | 33.640808 | -97.416235 | 0 |
5,724 | 2019-01-04 17:25:26 | 6,534,628,260,579,800 | fraud_Shanahan-Lehner | personal_care | 2.09 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | ddddd2631ef7832af82921df99ced35d | 1,325,697,926 | 43.844604 | -73.137344 | 0 |
5,725 | 2019-01-04 17:26:45 | 213,175,487,106,448 | fraud_Hoppe-Parisian | kids_pets | 5.72 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | 7e939a45d7df1eab358d23508ae29b96 | 1,325,698,005 | 33.090033 | -100.689576 | 0 |
5,726 | 2019-01-04 17:27:51 | 6,592,861,994,408,652 | fraud_Torphy-Goyette | shopping_pos | 4.54 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | a7302046cc0f886315f046461033b12c | 1,325,698,071 | 43.76112 | -77.875524 | 0 |
5,727 | 2019-01-04 17:28:54 | 30,118,423,745,458 | fraud_Pacocha-Bauch | shopping_pos | 3.22 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 1c65aefe11b257ff3ac188c9e723e514 | 1,325,698,134 | 40.412837 | -73.313418 | 0 |
5,728 | 2019-01-04 17:28:54 | 3,576,511,691,045,060 | fraud_Goyette-Gerhold | kids_pets | 94.06 | Leah | Garner | F | 147 Mckinney Run Apt. 743 | Ehrhardt | SC | 29,081 | 33.1044 | -81.0221 | 1,352 | Engineer, materials | 1992-10-08 | da89d312e465676e9c7dc6c65f8b3246 | 1,325,698,134 | 33.460761 | -81.593254 | 0 |
5,729 | 2019-01-04 17:28:59 | 213,136,802,746,375 | fraud_Koss, Hansen and Lueilwitz | home | 31.71 | Christine | Davis | F | 736 Moss Motorway Suite 549 | Humboldt | AZ | 86,329 | 34.5189 | -112.2523 | 1,179 | Civil engineer, contracting | 1955-01-20 | 1e7081f61d92acf5a11fb404971c4bb5 | 1,325,698,139 | 34.051772 | -112.111664 | 0 |
5,730 | 2019-01-04 17:31:19 | 4,377,338,765,909,719 | fraud_Price Inc | shopping_net | 8.26 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | c7d5c22b26c26aae89ae11a0186a9066 | 1,325,698,279 | 35.248289 | -83.523091 | 0 |
5,731 | 2019-01-04 17:32:20 | 30,235,438,713,303 | fraud_Hirthe-Beier | health_fitness | 97.87 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | a30f098cf91dd25e24832398aa41a081 | 1,325,698,340 | 38.596926 | -81.44309 | 0 |
5,732 | 2019-01-04 17:32:43 | 503,874,407,318 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 1.81 | 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 | 657360da2d20c58b154f4ffc2d1315ca | 1,325,698,363 | 30.314798 | -98.192144 | 0 |
5,733 | 2019-01-04 17:32:51 | 38,859,492,057,661 | fraud_Dare-Gibson | health_fitness | 10.16 | Edward | Sanchez | M | 594 White Dale Suite 530 | Malad City | ID | 83,252 | 42.1808 | -112.262 | 4,154 | Nature conservation officer | 1962-01-19 | 086770542ad5c49307f802d8d9eb60cc | 1,325,698,371 | 41.932075 | -111.459315 | 0 |
5,734 | 2019-01-04 17:33:03 | 2,254,917,871,818,484 | fraud_Watsica, Haag and Considine | shopping_pos | 3.93 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 74b0a0a62085af896f237d377ef8bbea | 1,325,698,383 | 38.862511 | -75.96467 | 0 |
5,735 | 2019-01-04 17:34:16 | 4,292,743,669,224,718,000 | fraud_Little-Gleichner | travel | 3.78 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 9b3fc1cc1a3250851c44ac2dffbae886 | 1,325,698,456 | 38.837271 | -75.668113 | 0 |
5,736 | 2019-01-04 17:34:23 | 3,528,407,217,576,457 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 6.77 | Patricia | Leach | F | 71309 Martinez Stravenue | Kingsport | TN | 37,663 | 36.4715 | -82.4834 | 87,124 | Warden/ranger | 1987-02-14 | 5fcb5eca646a1d693dd021d2aa686898 | 1,325,698,463 | 36.490899 | -82.097238 | 0 |
5,737 | 2019-01-04 17:34:42 | 676,372,984,911 | fraud_Schroeder, Wolff and Hermiston | travel | 5 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | ae39a251c51aa936af91efef6c0f81e3 | 1,325,698,482 | 40.367629 | -99.374787 | 0 |
5,738 | 2019-01-04 17:35:21 | 503,874,407,318 | fraud_Balistreri-Nader | misc_pos | 11.68 | 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 | 306d9df19f9bf75fda9c772224776197 | 1,325,698,521 | 29.005523 | -97.605896 | 0 |
5,739 | 2019-01-04 17:35:22 | 341,542,810,616,333 | fraud_Breitenberg-Hermiston | kids_pets | 28.05 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | 131cf9550b13b8e1f98896aee6e5717a | 1,325,698,522 | 39.057709 | -93.226474 | 0 |
5,740 | 2019-01-04 17:35:59 | 4,294,040,533,480,516 | fraud_Balistreri-Nader | misc_pos | 351.28 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 8904092aea39b5e84600207369670f17 | 1,325,698,559 | 32.564596 | -82.536244 | 0 |
5,741 | 2019-01-04 17:36:36 | 30,074,693,890,476 | fraud_Kuhic LLC | shopping_net | 37.32 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | 871111860765ac6bacc36cfcf7c1c5a2 | 1,325,698,596 | 38.094261 | -101.757515 | 0 |
5,742 | 2019-01-04 17:36:51 | 3,511,378,610,369,890 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 129.18 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 2b779222b13513204b1f67db3b907244 | 1,325,698,611 | 34.556737 | -86.511437 | 0 |
5,743 | 2019-01-04 17:37:18 | 6,597,248,210,463,122 | fraud_Wilkinson Ltd | entertainment | 16.75 | Kyle | Wright | M | 610 Samantha Park Suite 149 | Whittemore | IA | 50,598 | 43.0261 | -94.4064 | 912 | Optometrist | 1968-05-16 | 6a7f0bb4243f510b02d6bed756cfc51b | 1,325,698,638 | 43.624428 | -94.112527 | 0 |
5,744 | 2019-01-04 17:39:36 | 30,131,826,429,364 | fraud_Dare-Gibson | health_fitness | 16.64 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 7e665e91d45774dfcf62a93a2c67e89d | 1,325,698,776 | 35.351196 | -84.111719 | 0 |
5,745 | 2019-01-04 17:40:39 | 4,861,310,130,652,567,000 | fraud_Gulgowski LLC | home | 146.31 | Ashley | Cruz | F | 65417 Walsh Radial Suite 691 | Saint Amant | LA | 70,774 | 30.2385 | -90.8435 | 10,076 | Surveyor, rural practice | 1977-12-16 | 3f0b19cf9da70cc305cea879fd1b2779 | 1,325,698,839 | 30.740623 | -91.292198 | 0 |
5,746 | 2019-01-04 17:40:45 | 4,005,676,619,255,478 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 4.6 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 5560d04d25aee79474429a11405846bc | 1,325,698,845 | 29.976266 | -91.756962 | 0 |
5,747 | 2019-01-04 17:44:28 | 3,529,597,930,342,630 | fraud_Feil-Morar | health_fitness | 26.01 | Melissa | Rodriguez | F | 81708 Christopher Plaza | Jordanville | NY | 13,361 | 42.8948 | -74.8209 | 824 | Travel agency manager | 1985-09-01 | a91c092f54fa2eb995e3e224ff981e50 | 1,325,699,068 | 43.295804 | -74.78783 | 0 |
5,748 | 2019-01-04 17:45:56 | 4,873,783,502,705,038 | fraud_Terry, Johns and Bins | misc_pos | 103.77 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | dac93a95c639b25c2a6bf556166aa347 | 1,325,699,156 | 47.783091 | -121.793583 | 0 |
5,749 | 2019-01-04 17:47:03 | 4,301,028,321,766,222,300 | fraud_Lowe, Dietrich and Erdman | kids_pets | 53.72 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | 71829d87fa6738f70213e0bdb90fc3d5 | 1,325,699,223 | 39.946343 | -81.097813 | 0 |
5,750 | 2019-01-04 17:48:39 | 573,860,193,545 | fraud_O'Connell, Botsford and Hand | home | 15.45 | Cristian | Jones | M | 0423 Kirby Field Suite 623 | Wilmette | IL | 60,091 | 42.0765 | -87.7246 | 27,020 | Trade mark attorney | 1986-07-23 | 7e158048ab014b1587c57e1731cc9b80 | 1,325,699,319 | 42.496297 | -88.47842 | 0 |
5,751 | 2019-01-04 17:48:57 | 4,464,457,352,619 | fraud_Kirlin and Sons | personal_care | 6.75 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | f3786e02243a8371e206490f64c70376 | 1,325,699,337 | 29.725338 | -83.911092 | 0 |
5,752 | 2019-01-04 17:49:20 | 36,153,880,429,415 | fraud_Champlin-Casper | home | 16.69 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | 30c084b10d18215c010eba4d763c5e1e | 1,325,699,360 | 28.513356 | -81.151861 | 0 |
5,753 | 2019-01-04 17:49:41 | 6,011,109,736,646,996 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 21.14 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | 9545ab3e9f70d989eca5f3f196c9f1d5 | 1,325,699,381 | 34.117246 | -78.391909 | 0 |
5,754 | 2019-01-04 17:51:02 | 4,642,255,475,285,942 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 823.39 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | a19dd8f1ca4d0ad8799ed7845e1fe260 | 1,325,699,462 | 39.831076 | -108.681553 | 0 |
5,755 | 2019-01-04 17:52:29 | 3,506,592,072,985,012 | fraud_Lind-Buckridge | entertainment | 19.98 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | 8ef0474ab47b5ae9e6908da59207dd8d | 1,325,699,549 | 37.620313 | -90.707304 | 0 |
5,756 | 2019-01-04 17:52:42 | 3,559,723,917,628,303 | fraud_Tromp Group | travel | 536.93 | Matthew | Huerta | M | 622 Williams Trafficway | Ringwood | IL | 60,072 | 42.4048 | -88.3054 | 928 | Outdoor activities/education manager | 1985-05-13 | 5473ade55c41f4e4d98460765df27961 | 1,325,699,562 | 42.133556 | -87.722556 | 0 |
5,757 | 2019-01-04 17:53:03 | 2,235,613,922,823,698 | fraud_Jast-McDermott | shopping_pos | 3.43 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 2e3f879b6100c6b6e8e6a7fce9a1b1ac | 1,325,699,583 | 42.247842 | -105.435286 | 0 |
5,758 | 2019-01-04 17:53:26 | 4,229,733,778,084,049 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 11.21 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | 466edda66f0bd5fbbec947a0a45cc4e9 | 1,325,699,606 | 37.399957 | -85.406557 | 0 |
5,759 | 2019-01-04 17:54:22 | 378,904,938,837,132 | fraud_Reilly LLC | home | 13.8 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | d61731576e72a65720a50c8e1fde859b | 1,325,699,662 | 36.129317 | -98.478841 | 0 |
5,760 | 2019-01-04 17:54:42 | 374,125,201,044,065 | fraud_Gaylord-Powlowski | home | 68.93 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | 7825295d0a47cbd0be11bceda2fde0b8 | 1,325,699,682 | 38.07798 | -77.584059 | 0 |
5,761 | 2019-01-04 17:55:20 | 4,124,536,010,991,657 | fraud_Ebert-Daugherty | travel | 9.85 | Sydney | Montoya | F | 265 Christian Summit Suite 231 | Fairhope | AL | 36,532 | 30.5012 | -87.8835 | 27,829 | Presenter, broadcasting | 1954-07-21 | 934475a57fa60c8433daf7bf40e46f78 | 1,325,699,720 | 30.971839 | -87.011351 | 0 |
5,762 | 2019-01-04 17:57:19 | 4,003,771,737,807,706 | fraud_Larkin, Stracke and Greenfelder | entertainment | 22.97 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | aedd4149a18c0c4656d067de9c4fedc9 | 1,325,699,839 | 34.937366 | -91.552578 | 0 |
5,763 | 2019-01-04 17:57:38 | 4,956,828,990,005,111,000 | fraud_Kertzmann LLC | health_fitness | 66.03 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 3a89217c29cd7a026705d4f5061b8933 | 1,325,699,858 | 40.464539 | -73.958235 | 0 |
5,764 | 2019-01-04 17:57:53 | 372,246,459,334,925 | fraud_Auer LLC | personal_care | 5.11 | Rick | Martinez | M | 062 Poole Hollow Apt. 815 | Deadwood | SD | 57,732 | 44.3566 | -103.6999 | 1,979 | Multimedia programmer | 1970-03-13 | aace62472e5c16bea3832ef40d31257a | 1,325,699,873 | 43.752763 | -103.181979 | 0 |
5,765 | 2019-01-04 17:58:31 | 3,518,758,680,062,249 | fraud_Fadel, Mertz and Rippin | entertainment | 69.55 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | 0e093d42c6e0ef7b224c6ad0ca0d7278 | 1,325,699,911 | 39.224508 | -110.131517 | 0 |
5,766 | 2019-01-04 17:58:50 | 4,769,426,683,924,059,000 | fraud_Kling, Howe and Schneider | home | 67.43 | Andrea | Cruz | F | 26572 Hodge Villages Suite 512 | Mifflin | PA | 17,058 | 40.5553 | -77.4001 | 1,909 | Mining engineer | 1954-08-22 | a1740ec3a3e8def43472377f9a1ac697 | 1,325,699,930 | 41.405019 | -77.123803 | 0 |
5,767 | 2019-01-04 17:58:53 | 4,377,338,765,909,719 | fraud_Windler LLC | kids_pets | 83.46 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | d53493b846933731783e637046481e78 | 1,325,699,933 | 35.60255 | -84.099069 | 0 |
5,768 | 2019-01-04 17:59:02 | 5,154,903,938,030,655 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 6.87 | Felicia | Combs | F | 825 Martinez Springs Apt. 625 | White Sulphur Springs | WV | 24,986 | 37.7827 | -80.3129 | 5,216 | Community development worker | 1993-10-05 | 26226037567f768051f53aa08517364b | 1,325,699,942 | 37.690358 | -80.736 | 0 |
5,769 | 2019-01-04 18:00:25 | 2,252,055,259,910,912 | fraud_White and Sons | home | 75.41 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | e858fee01db46f569438c4612b917013 | 1,325,700,025 | 44.267673 | -90.392867 | 0 |
5,770 | 2019-01-04 18:00:50 | 213,120,463,918,358 | fraud_Skiles LLC | home | 6.18 | Willie | Jordan | M | 529 West Key | Spearsville | LA | 71,277 | 32.955 | -92.587 | 1,758 | Psychologist, forensic | 1957-08-08 | 484d4b84e2848805ee79203960b4c7bf | 1,325,700,050 | 32.935675 | -92.34597 | 0 |
5,771 | 2019-01-04 18:01:37 | 6,011,109,736,646,996 | fraud_Nienow PLC | entertainment | 137.16 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | a216645b26ad11820db78312c0815487 | 1,325,700,097 | 35.245174 | -78.388435 | 0 |
5,772 | 2019-01-04 18:02:52 | 6,011,367,958,204,270 | fraud_Cronin, Kshlerin and Weber | health_fitness | 17.81 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 7f360b449a82ef9e7d6928297d41071e | 1,325,700,172 | 40.38908 | -81.594182 | 0 |
5,773 | 2019-01-04 18:02:53 | 6,592,243,974,328,236 | fraud_Langworth LLC | personal_care | 1.06 | Philip | Hart | M | 97405 Vazquez Plains | Montgomery | AL | 36,111 | 32.3374 | -86.2715 | 214,703 | Chemist, analytical | 1994-10-07 | 59fdac183d4f170e6d69eced663d04e5 | 1,325,700,173 | 32.15799 | -86.774017 | 0 |
5,774 | 2019-01-04 18:02:56 | 4,427,805,710,168 | fraud_Kessler Inc | travel | 6.04 | Michelle | Rodriguez | F | 1742 Brandon Squares Apt. 461 | Ruidoso | NM | 88,355 | 33.3305 | -105.6933 | 8,874 | Licensed conveyancer | 2000-08-16 | 279ceee287268da087f5ee1b2a268690 | 1,325,700,176 | 33.190083 | -105.092139 | 0 |
5,775 | 2019-01-04 18:03:55 | 3,527,536,963,490,470 | fraud_Miller-Harris | misc_net | 63.75 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | dcfffabe64e0a376791187e305423527 | 1,325,700,235 | 32.088989 | -81.363191 | 0 |
5,776 | 2019-01-04 18:04:51 | 180,094,419,304,907 | fraud_Schumm PLC | shopping_net | 5.37 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 8c0b344dcfa47f9dade19c7eddee575e | 1,325,700,291 | 34.233526 | -117.864486 | 0 |
5,777 | 2019-01-04 18:06:24 | 4,099,707,841,315,751 | fraud_Rippin-VonRueden | health_fitness | 17.98 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 0ff79878ca4ae0b2f44c85f5f27c03a0 | 1,325,700,384 | 37.492099 | -78.254787 | 0 |
5,778 | 2019-01-04 18:06:31 | 376,445,266,762,684 | fraud_Schiller Ltd | personal_care | 12.79 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 32b667168753fa5da5b8afb30aed2486 | 1,325,700,391 | 40.907799 | -101.445631 | 0 |
5,779 | 2019-01-04 18:07:52 | 4,464,457,352,619 | fraud_Nolan-Williamson | kids_pets | 2.3 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | c102d0874344f2b8fe93529f074d21a5 | 1,325,700,472 | 30.259295 | -84.54297 | 0 |
5,780 | 2019-01-04 18:08:03 | 376,262,134,119,629 | fraud_Daugherty LLC | kids_pets | 216.61 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | 403a3ff01211ddab79b09ecd4ec116f5 | 1,325,700,483 | 27.695397 | -82.433764 | 0 |
5,781 | 2019-01-04 18:08:21 | 36,913,587,729,122 | fraud_White and Sons | home | 42.12 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 56d3ab7913fa5e5d0afaa934543b81af | 1,325,700,501 | 44.050287 | -117.272141 | 0 |
5,782 | 2019-01-04 18:08:23 | 30,103,132,002,433 | fraud_Lesch Ltd | shopping_pos | 284.27 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | 7d2ef40de2a9d2a6f759b684da1097f8 | 1,325,700,503 | 41.494862 | -79.113098 | 0 |
5,783 | 2019-01-04 18:09:46 | 3,518,669,219,150,142 | fraud_Sawayn PLC | shopping_pos | 3.53 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | fb6adbd7a6934df7669768c406733fa3 | 1,325,700,586 | 39.187696 | -84.614132 | 0 |
5,784 | 2019-01-04 18:09:48 | 213,155,997,615,567 | fraud_Daugherty-Thompson | food_dining | 62.64 | James | Yoder | M | 83359 Lopez Point | Clune | PA | 15,727 | 40.5503 | -79.3237 | 168 | Race relations officer | 1978-10-04 | f1db6a131f7ad56f84921fb2b54d7bc0 | 1,325,700,588 | 41.510582 | -78.535092 | 0 |
5,785 | 2019-01-04 18:10:00 | 4,040,099,974,063,068,700 | fraud_Rau-Grant | kids_pets | 43.71 | Jeffrey | Lewis | M | 24255 Bryan Square | Palermo | ND | 58,769 | 48.3396 | -102.24 | 229 | Administrator | 1983-03-20 | 928c475fd86e3b0127ff117e75455d36 | 1,325,700,600 | 48.44919 | -101.649877 | 0 |
5,786 | 2019-01-04 18:10:49 | 30,234,966,027,947 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 16.86 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | b1ac91021d0403e5abd06833d6c1f511 | 1,325,700,649 | 44.610463 | -88.042126 | 0 |
5,787 | 2019-01-04 18:11:14 | 180,064,817,343,047 | fraud_Stark-Koss | home | 27.15 | Patricia | Gonzalez | F | 8973 Mark Drive | Stephensport | KY | 40,170 | 37.9048 | -86.524 | 344 | Chartered public finance accountant | 1967-03-30 | 25df5cba3403c000cbb09e8e90afad38 | 1,325,700,674 | 38.350789 | -86.676642 | 0 |
5,788 | 2019-01-04 18:11:25 | 348,789,608,637,806 | fraud_Friesen Ltd | health_fitness | 118.01 | Megan | Murphy | F | 53696 Laura Radial | Holstein | NE | 68,950 | 40.4542 | -98.6538 | 331 | Telecommunications researcher | 1950-08-19 | 02bf132b2bc8149dc1808d4b20647896 | 1,325,700,685 | 39.696326 | -98.411292 | 0 |
5,789 | 2019-01-04 18:11:46 | 4,158,758,517,677,931 | fraud_Stark-Batz | entertainment | 23.76 | Dawn | Cox | F | 193 Catherine Ways | Hills | MN | 56,138 | 43.5335 | -96.3645 | 899 | Data scientist | 1995-01-15 | 303f6b6ae1dca97cdb140f036c349f10 | 1,325,700,706 | 43.280001 | -95.766752 | 0 |
5,790 | 2019-01-04 18:12:02 | 6,534,628,260,579,800 | fraud_Kozey-Kuhlman | personal_care | 4.06 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 3b2be4947a98f1eddfff650479f0cd2b | 1,325,700,722 | 44.050209 | -73.592841 | 0 |
5,791 | 2019-01-04 18:12:29 | 4,561,546,772,499 | fraud_Romaguera Ltd | health_fitness | 36.04 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 1cfb36e0e5ba68a1b6093d150f9db299 | 1,325,700,749 | 34.697954 | -106.717925 | 0 |
5,792 | 2019-01-04 18:12:43 | 4,956,828,990,005,111,000 | fraud_Lynch Ltd | shopping_pos | 5.67 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 36f44b7ee4f435d75e0259da62ed8403 | 1,325,700,763 | 41.428115 | -74.601713 | 0 |
5,793 | 2019-01-04 18:13:21 | 4,229,733,778,084,049 | fraud_Fisher-Schowalter | shopping_net | 8.79 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | c7365d6963412087b18b6e8d7185050c | 1,325,700,801 | 37.811122 | -86.719615 | 0 |
5,794 | 2019-01-04 18:14:03 | 180,094,419,304,907 | fraud_Cummerata-Hilpert | entertainment | 160.28 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 286367ae13978e8df7745a9aaeb8c89b | 1,325,700,843 | 34.580904 | -117.17497 | 0 |
5,795 | 2019-01-04 18:14:54 | 3,576,021,480,694,169 | fraud_Schaefer Ltd | kids_pets | 41.57 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 3e95a8061e5efe1b4cf3f28c7f5176d7 | 1,325,700,894 | 39.368646 | -94.891608 | 0 |
5,796 | 2019-01-04 18:15:06 | 3,547,574,373,318,979 | fraud_Kilback and Sons | entertainment | 150.49 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | 4a6cc2f78c207797ab90db9afa52be1e | 1,325,700,906 | 39.948243 | -88.894934 | 0 |
5,797 | 2019-01-04 18:17:38 | 4,464,457,352,619 | fraud_Schmeler-Howe | personal_care | 10.22 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | 99365f7212aca7b3bfa0df3db6990722 | 1,325,701,058 | 29.523411 | -83.874015 | 0 |
5,798 | 2019-01-04 18:17:57 | 6,538,891,242,532,018 | fraud_Graham, Hegmann and Hammes | food_dining | 56.16 | 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 | cb01c8eef2ad95ab22d582ba1814ba40 | 1,325,701,077 | 36.015858 | -91.534306 | 0 |
5,799 | 2019-01-04 18:18:32 | 180,067,784,565,096 | fraud_Heller PLC | health_fitness | 138.18 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | 238cd362a89bae0ebe15f55257c361ab | 1,325,701,112 | 43.454093 | -87.983369 | 0 |
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