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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9,600 | 2020-06-23 21:53:00 | 213,175,487,106,448 | fraud_Padberg-Rogahn | entertainment | 24.06 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | 002c855a098f6349f33e9177131a1000 | 1,372,024,380 | 32.756312 | -99.76217 | 0 |
9,601 | 2020-06-23 21:53:08 | 30,551,643,947,183 | fraud_Bechtelar-Rippin | food_dining | 26.64 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | f2deeb15a6d87f884d19e27a4a469f0e | 1,372,024,388 | 34.503823 | -81.377657 | 0 |
9,602 | 2020-06-23 21:53:51 | 3,565,196,229,855,512 | fraud_Zemlak, Tillman and Cremin | personal_care | 2.82 | Adriana | Harvey | F | 715 Joy Prairie | Unionville | MO | 63,565 | 40.4815 | -92.9951 | 3,805 | Investment banker, corporate | 1950-09-15 | 4c9abad6c3439c81371f0859b9536bdf | 1,372,024,431 | 40.304137 | -93.838232 | 0 |
9,603 | 2020-06-23 21:53:54 | 4,550,599,031,376,731 | fraud_Hagenes, Hermann and Stroman | travel | 3 | Angela | West | F | 9471 Wong Islands | Mansfield | OH | 44,902 | 40.7559 | -82.5123 | 92,985 | Press photographer | 1968-05-29 | 6e233f9487a074b35cca25f553c1e51b | 1,372,024,434 | 41.654197 | -83.266925 | 0 |
9,604 | 2020-06-23 21:54:11 | 3,573,030,041,201,292 | fraud_Hamill-Daugherty | misc_net | 5.08 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 0a7eeaf460aa46ea6b89c5b82bd3637b | 1,372,024,451 | 40.023561 | -110.806076 | 0 |
9,605 | 2020-06-23 21:54:38 | 30,273,037,698,427 | fraud_Graham and Sons | health_fitness | 42.08 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 2956f43047ac7c68da8b54fb66cf8eae | 1,372,024,478 | 35.398263 | -92.309424 | 0 |
9,606 | 2020-06-23 21:54:43 | 3,527,536,963,490,470 | fraud_Medhurst Inc | home | 3.76 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 318f08b37e22b8e5027f27a61dc966ec | 1,372,024,483 | 32.450925 | -80.586275 | 0 |
9,607 | 2020-06-23 21:55:04 | 3,533,177,016,567,295 | fraud_Auer LLC | personal_care | 31.43 | Derek | Bentley | M | 782 Lee Crossing Apt. 209 | Weeping Water | NE | 68,463 | 40.8731 | -96.1528 | 1,517 | Dealer | 1951-11-08 | 4ca257ad4aaeef1f732c9c392e31c55c | 1,372,024,504 | 41.550704 | -96.51583 | 0 |
9,608 | 2020-06-23 21:55:13 | 4,560,004,149,983,868,400 | fraud_Brown Inc | kids_pets | 113.66 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | ee88d630c154e3a689b1ca3b8d210729 | 1,372,024,513 | 39.009586 | -104.021904 | 0 |
9,609 | 2020-06-23 21:55:13 | 4,707,867,759,656,333 | fraud_Nienow PLC | entertainment | 25.02 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | 0f2a6f3b53bd2bcf32f1f03509e5a4b8 | 1,372,024,513 | 36.826526 | -83.541457 | 0 |
9,610 | 2020-06-23 21:56:10 | 2,318,062,975,163,331 | fraud_Veum-Koelpin | travel | 7.18 | William | Martinez | M | 0207 Griffith Plains Apt. 544 | Louisiana | MO | 63,353 | 39.4336 | -91.0664 | 4,593 | Teacher, early years/pre | 1940-11-11 | 1c83c2770421216894c4a051275f2b97 | 1,372,024,570 | 39.030088 | -91.317283 | 0 |
9,611 | 2020-06-23 21:57:12 | 4,169,388,510,116 | fraud_Wilkinson PLC | kids_pets | 86.01 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | 5e514fcca41c27766d195d307ee58800 | 1,372,024,632 | 43.580289 | -76.775092 | 0 |
9,612 | 2020-06-23 21:58:07 | 3,501,942,333,500,073 | fraud_Rempel Inc | shopping_net | 9.74 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | b158528c6b55d2b5d798111170cb1286 | 1,372,024,687 | 34.446088 | -111.370713 | 0 |
9,613 | 2020-06-23 22:00:05 | 6,501,313,409,525,696 | fraud_Jewess LLC | shopping_pos | 313.86 | Carrie | Lewis | F | 28925 Powell Mountains Apt. 762 | Pecos | TX | 79,772 | 31.4467 | -103.5791 | 12,747 | Merchandiser, retail | 1987-05-05 | 6a32077e015318999647247b869b4fc9 | 1,372,024,805 | 32.085191 | -104.058757 | 0 |
9,614 | 2020-06-23 22:00:35 | 4,128,730,454,058,057,700 | fraud_Fritsch and Sons | health_fitness | 92.8 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | 754c4df4b3517f95bed0e47d3130b474 | 1,372,024,835 | 31.636776 | -95.943215 | 0 |
9,615 | 2020-06-23 22:00:42 | 4,806,443,445,305 | fraud_Schmeler, Bashirian and Price | shopping_net | 9.99 | Eric | Patel | M | 69459 Rachel Prairie Apt. 850 | Ironton | OH | 45,638 | 38.5294 | -82.6654 | 21,635 | Geochemist | 2001-07-10 | 965501e8b517d0093b1be61e8597b8ed | 1,372,024,842 | 38.726258 | -83.097395 | 0 |
9,616 | 2020-06-23 22:00:52 | 4,128,730,454,058,057,700 | fraud_Nicolas, Hills and McGlynn | entertainment | 25.02 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | 83f0f493c8a965e70b913885b481ac59 | 1,372,024,852 | 32.350028 | -95.188047 | 0 |
9,617 | 2020-06-23 22:01:07 | 4,859,525,594,182,537 | fraud_Dickinson Ltd | personal_care | 62.24 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | 7712877cfe96c71b12d262d8df61b864 | 1,372,024,867 | 42.936836 | -74.774909 | 0 |
9,618 | 2020-06-23 22:01:08 | 30,135,235,368,675 | fraud_Abernathy and Sons | food_dining | 9.51 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | c872dd9891c2a545c7157d85229e10d5 | 1,372,024,868 | 38.816522 | -93.832504 | 0 |
9,619 | 2020-06-23 22:01:31 | 4,939,976,756,738,216 | fraud_Schuppe-Schuppe | food_dining | 68.69 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 0dfc1f7d231de15e41cb93324184bdec | 1,372,024,891 | 26.088494 | -99.422164 | 0 |
9,620 | 2020-06-23 22:01:32 | 3,576,281,490,078,437 | fraud_Schroeder, Hauck and Treutel | entertainment | 72.3 | Chris | Dixon | M | 919 Miller Isle | Williams | IN | 47,470 | 38.7735 | -86.6285 | 1,735 | Financial adviser | 1990-06-13 | 74c17a345fbde156db5da3685039d3a2 | 1,372,024,892 | 39.088607 | -87.302097 | 0 |
9,621 | 2020-06-23 22:01:52 | 3,545,109,339,866,548 | fraud_Brown-Greenholt | entertainment | 11.23 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | bbff698280a4544ab837937a08d3a4aa | 1,372,024,912 | 33.52637 | -90.206698 | 0 |
9,622 | 2020-06-23 22:01:56 | 3,560,336,828,629,935 | fraud_Konopelski, Schneider and Hartmann | food_dining | 87.58 | Christopher | White | M | 13613 Hammond Ferry | Clutier | IA | 52,217 | 42.0789 | -92.3763 | 590 | Embryologist, clinical | 1953-03-30 | f9a8b9c1c5610ce7cf9fcf1daecf0233 | 1,372,024,916 | 41.664398 | -91.91109 | 0 |
9,623 | 2020-06-23 22:02:00 | 213,180,742,685,905 | fraud_Romaguera and Sons | travel | 6.45 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | d3df82bb9a2de95554a4fc7456cdfefd | 1,372,024,920 | 40.22917 | -123.995154 | 0 |
9,624 | 2020-06-23 22:02:26 | 2,266,735,643,685,262 | fraud_Graham, Hegmann and Hammes | food_dining | 8.25 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | c1df2da27124916f1a1f4515ab335c1d | 1,372,024,946 | 33.563489 | -86.85312 | 0 |
9,625 | 2020-06-23 22:02:48 | 3,573,030,041,201,292 | fraud_Thompson-Gleason | health_fitness | 7.15 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | ef28e1dbb3b4393099095710cf13dbc4 | 1,372,024,968 | 40.739266 | -110.923484 | 0 |
9,626 | 2020-06-23 22:03:13 | 3,502,088,871,723,054 | fraud_Ullrich Ltd | kids_pets | 12.11 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | a416101833cdd28474ecce46b72c54d9 | 1,372,024,993 | 39.937249 | -77.237849 | 0 |
9,627 | 2020-06-23 22:04:03 | 676,281,772,837 | fraud_Hills-Boyer | personal_care | 3.56 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | 237579d5cae7e517b8aa0e6bcb537046 | 1,372,025,043 | 31.196135 | -84.688089 | 0 |
9,628 | 2020-06-23 22:04:11 | 4,957,924,165,498 | fraud_Streich Ltd | home | 60.06 | Alan | Parsons | M | 0547 Russell Ford Suite 574 | Kirk | CO | 80,824 | 39.6171 | -102.4776 | 207 | Network engineer | 1955-12-04 | 9e7ab54d1a4ed176d4640add53e544cb | 1,372,025,051 | 38.947566 | -101.917768 | 0 |
9,629 | 2020-06-23 22:04:48 | 30,560,609,640,617 | fraud_Hirthe-Beier | health_fitness | 209.15 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | 0791696a4767037d92a16920bfa826be | 1,372,025,088 | 40.903909 | -92.262056 | 0 |
9,630 | 2020-06-23 22:04:50 | 3,513,618,443,244,549 | fraud_Hermiston, Pacocha and Smith | health_fitness | 49.26 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | a6a2ded854699c30c17a1877e17014ae | 1,372,025,090 | 43.910662 | -97.836919 | 0 |
9,631 | 2020-06-23 22:05:13 | 38,588,538,868,506 | fraud_Langworth LLC | personal_care | 32.74 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | 1fa7a9c3338ed39b71986646ad62c007 | 1,372,025,113 | 30.106699 | -102.958948 | 0 |
9,632 | 2020-06-23 22:05:28 | 4,800,395,067,176,717 | fraud_Runte, Green and Emard | health_fitness | 35.22 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | ba2ade3cece1c48275822fac3cca573e | 1,372,025,128 | 41.946061 | -96.190967 | 0 |
9,633 | 2020-06-23 22:06:01 | 4,797,297,220,948,469,000 | fraud_Leffler-Goldner | personal_care | 33.49 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | afc5cacfe312d9e8ca2b4a1433830899 | 1,372,025,161 | 38.281148 | -86.779534 | 0 |
9,634 | 2020-06-23 22:06:10 | 4,471,568,287,204 | fraud_Morissette-Schaefer | personal_care | 195.43 | Dakota | Maldonado | M | 369 Cochran Radial | Pelham | NC | 27,311 | 36.4899 | -79.4736 | 3,402 | Insurance underwriter | 1927-10-24 | 3ef37f2a5d8a23b5e798a1227b2ad454 | 1,372,025,170 | 35.656396 | -78.500495 | 0 |
9,635 | 2020-06-23 22:06:37 | 348,789,608,637,806 | fraud_Leffler-Goldner | personal_care | 8.58 | Megan | Murphy | F | 53696 Laura Radial | Holstein | NE | 68,950 | 40.4542 | -98.6538 | 331 | Telecommunications researcher | 1950-08-19 | 962a8538c4a125557e563fa4dc56ec47 | 1,372,025,197 | 40.177521 | -99.254967 | 0 |
9,636 | 2020-06-23 22:07:28 | 2,235,335,206,132,667 | fraud_Berge, Kautzer and Harris | personal_care | 11.19 | Maria | Rosales | F | 6611 Parrish Garden Apt. 428 | Waynesfield | OH | 45,896 | 40.6072 | -83.9585 | 2,089 | Building control surveyor | 1963-06-22 | ce5ce625e4ef1fefaa5f020fbef375dd | 1,372,025,248 | 40.488661 | -83.323986 | 0 |
9,637 | 2020-06-23 22:07:36 | 3,528,407,217,576,457 | fraud_Schuppe-Schuppe | food_dining | 27.94 | Patricia | Leach | F | 71309 Martinez Stravenue | Kingsport | TN | 37,663 | 36.4715 | -82.4834 | 87,124 | Warden/ranger | 1987-02-14 | 6859b2fd30f00769e242557ee5c18371 | 1,372,025,256 | 35.69272 | -81.657744 | 0 |
9,638 | 2020-06-23 22:07:39 | 4,900,628,639,996 | fraud_Adams-Barrows | health_fitness | 73.03 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 2c0a416dae64d0b5163d676126af5ce0 | 1,372,025,259 | 34.374464 | -118.421389 | 0 |
9,639 | 2020-06-23 22:07:45 | 3,577,578,023,716,568 | fraud_Ernser-Lynch | food_dining | 63.09 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | b9f3344a99cdb2f291f9680b4ac4a5d0 | 1,372,025,265 | 40.440212 | -80.27222 | 0 |
9,640 | 2020-06-23 22:07:55 | 30,518,206,766,474 | fraud_Mosciski, Ziemann and Farrell | shopping_net | 2.17 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | bef0c2e5d8f0b360a662ec6169aec99a | 1,372,025,275 | 37.398722 | -89.076921 | 0 |
9,641 | 2020-06-23 22:08:38 | 4,005,676,619,255,478 | fraud_Osinski Inc | personal_care | 4.69 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | b507a9eb4e9b9f68fc7f1884c2f9b6f4 | 1,372,025,318 | 29.713032 | -91.107169 | 0 |
9,642 | 2020-06-23 22:08:46 | 4,377,338,765,909,719 | fraud_Abbott-Rogahn | entertainment | 88.82 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | c868f95ad63621f83eb57f796390eb46 | 1,372,025,326 | 35.988692 | -83.588754 | 0 |
9,643 | 2020-06-23 22:09:03 | 4,277,232,699,798,846 | fraud_Nolan-Williamson | kids_pets | 113.88 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | 080adbc0d33a4fdf9e60a7e6d1312adf | 1,372,025,343 | 45.872929 | -103.948033 | 0 |
9,644 | 2020-06-23 22:09:19 | 60,490,596,305 | fraud_Dare, Fritsch and Zboncak | health_fitness | 2.33 | Karen | Johnson | F | 4349 Anna Flat Suite 214 | Haynes | AR | 72,341 | 34.8838 | -90.7666 | 222 | Programmer, applications | 1963-05-19 | 6708c1bfad0bf50044f2deb85720bc00 | 1,372,025,359 | 34.703471 | -91.273425 | 0 |
9,645 | 2020-06-23 22:09:38 | 4,451,438,912,406,400 | fraud_Denesik and Sons | shopping_pos | 114.18 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | dcaaf2eba11cdf4f3d842292fa66f368 | 1,372,025,378 | 33.906147 | -94.190831 | 0 |
9,646 | 2020-06-23 22:09:44 | 503,874,407,318 | fraud_Schiller, Blanda and Johnson | home | 141.83 | 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 | 02d4a21d03182ea8550ad3f649358d8b | 1,372,025,384 | 28.962979 | -98.88904 | 0 |
9,647 | 2020-06-23 22:10:19 | 6,534,628,260,579,800 | fraud_Kuhn LLC | shopping_pos | 2.94 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | cb262926cb2cecec3350d560b3fcaa63 | 1,372,025,419 | 43.896172 | -72.345975 | 0 |
9,648 | 2020-06-23 22:10:21 | 180,067,151,859,700 | fraud_Kuhn LLC | shopping_pos | 57.53 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | 7a5a3e560d67c83addd3497b611781c4 | 1,372,025,421 | 40.764553 | -87.210802 | 0 |
9,649 | 2020-06-23 22:10:23 | 4,342,532,437,704,183 | fraud_Champlin and Sons | home | 12.77 | Kevin | Elliott | M | 1852 Vincent Isle Suite 328 | Newark Valley | NY | 13,811 | 42.2281 | -76.1625 | 4,354 | Further education lecturer | 1994-02-16 | c8ea998a175670cd426cd31e32861258 | 1,372,025,423 | 41.945652 | -76.596607 | 0 |
9,650 | 2020-06-23 22:10:25 | 4,452,366,298,769,043 | fraud_Howe PLC | entertainment | 14.8 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | dfbe3f369babf3a85665d7f751f9683a | 1,372,025,425 | 32.675745 | -96.354272 | 0 |
9,651 | 2020-06-23 22:11:09 | 503,874,407,318 | fraud_Rolfson-Kunde | personal_care | 6.82 | 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 | 7dab81e48cecbefd1ec2ec529f8277df | 1,372,025,469 | 29.454715 | -98.563538 | 0 |
9,652 | 2020-06-23 22:12:00 | 4,488,258,847,705,225,700 | fraud_Berge-Hills | kids_pets | 17.62 | Jessica | Shaw | F | 5745 Blair Locks | West Columbia | SC | 29,170 | 33.9568 | -81.1405 | 52,126 | Chemical engineer | 1929-08-23 | 9fd769d2c0b2218bffbfe0908f5a9c63 | 1,372,025,520 | 33.343203 | -80.24721 | 0 |
9,653 | 2020-06-23 22:12:34 | 375,082,648,741,747 | fraud_Hilpert-Conroy | kids_pets | 132.37 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | fbe1b57af6de24787a38c910e398d812 | 1,372,025,554 | 46.594129 | -96.755745 | 0 |
9,654 | 2020-06-23 22:12:57 | 4,260,059,589,824,237 | fraud_Dietrich-Fadel | health_fitness | 24.8 | Aaron | Rogers | M | 969 Huerta Path Apt. 270 | Valentine | NE | 69,201 | 42.8062 | -100.6215 | 4,005 | Network engineer | 1945-03-15 | 90e343798eac23f27c573e43f801668a | 1,372,025,577 | 41.910878 | -101.061083 | 0 |
9,655 | 2020-06-23 22:13:03 | 3,546,674,063,249,004 | fraud_Bahringer Group | health_fitness | 15.41 | Jordan | May | M | 1626 Susan Course | Aledo | TX | 76,008 | 32.7004 | -97.6039 | 13,602 | Optometrist | 1984-07-05 | c41313f27bb5c42831b2184a98240732 | 1,372,025,583 | 33.264823 | -98.602435 | 0 |
9,656 | 2020-06-23 22:13:05 | 30,234,966,027,947 | fraud_Kris-Kertzmann | travel | 1.89 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | ff2ed071cdda78ab811127bffe8c972a | 1,372,025,585 | 44.0997 | -89.017059 | 0 |
9,657 | 2020-06-23 22:13:09 | 38,052,002,992,326 | fraud_Homenick LLC | personal_care | 5.77 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | 1c81ae20305ee043af4094e464d00c0d | 1,372,025,589 | 30.524009 | -95.229449 | 0 |
9,658 | 2020-06-23 22:13:10 | 3,567,879,740,649,740 | fraud_Volkman PLC | food_dining | 28.3 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | 0f2c24b13d7f1af3f852d56fdfa1a21c | 1,372,025,590 | 44.833215 | -75.110678 | 0 |
9,659 | 2020-06-23 22:13:47 | 5,359,543,825,610,251 | fraud_Price Inc | shopping_net | 7.91 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | 733a0a743082472ae1a8087cddfde26f | 1,372,025,627 | 46.221252 | -110.186909 | 0 |
9,660 | 2020-06-23 22:14:25 | 4,400,011,257,587,662,000 | fraud_Berge-Ullrich | home | 39.77 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | ef5f79a0e91837a9b2fd199a48468634 | 1,372,025,665 | 42.454297 | -99.391752 | 0 |
9,661 | 2020-06-23 22:14:52 | 4,355,790,796,238,265,000 | fraud_Nienow PLC | entertainment | 34.63 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | dc1cc79eea871be2ea918c93b1b13bc0 | 1,372,025,692 | 40.584267 | -91.287268 | 0 |
9,662 | 2020-06-23 22:15:04 | 36,153,880,429,415 | fraud_McCullough, Hudson and Schuster | food_dining | 102.15 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | 2fcc2051ef40f13f707a070ae6a4e294 | 1,372,025,704 | 27.598346 | -81.903001 | 0 |
9,663 | 2020-06-23 22:15:16 | 4,169,388,510,116 | fraud_Schneider, Hayes and Nikolaus | food_dining | 88.94 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | cf72e08020cd4f7a9ddb1d6aa741764f | 1,372,025,716 | 42.761966 | -77.28281 | 0 |
9,664 | 2020-06-23 22:15:24 | 4,879,265,611,163,287 | fraud_Fadel Inc | health_fitness | 75.5 | Collin | Brown | M | 995 Benjamin Bypass | Du Pont | GA | 31,630 | 31 | -82.8555 | 419 | Advertising account executive | 1990-10-28 | 192e41c4774f0e64e866eb48f69b5f9f | 1,372,025,724 | 31.291199 | -83.134746 | 0 |
9,665 | 2020-06-23 22:15:27 | 577,588,686,219 | fraud_Ankunding LLC | shopping_net | 1.4 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 9191bf8f7cd742ce73298a2f515c7c12 | 1,372,025,727 | 39.917142 | -78.830039 | 0 |
9,666 | 2020-06-23 22:15:30 | 561,942,763,351 | fraud_Dietrich-Fadel | health_fitness | 53.49 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | 29dd98012b53796b0f54493e7373fa29 | 1,372,025,730 | 39.577155 | -78.020831 | 0 |
9,667 | 2020-06-23 22:15:42 | 30,238,755,902,988 | fraud_Beer-Jast | kids_pets | 41.56 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 72e1953ac17c435920d6ef392061c688 | 1,372,025,742 | 30.679282 | -96.562772 | 0 |
9,668 | 2020-06-23 22:16:41 | 3,518,234,918,950,662 | fraud_Reichert, Shanahan and Hayes | shopping_net | 281.17 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 8a39d21c0d282cb765e36e2b6d953a7e | 1,372,025,801 | 33.364274 | -97.051334 | 0 |
9,669 | 2020-06-23 22:16:41 | 676,173,792,455 | fraud_Brown Inc | kids_pets | 103.5 | Brittany | Cox | F | 07177 William Dale Apt. 547 | Santa Monica | CA | 90,403 | 34.0287 | -118.4924 | 92,043 | Civil engineer, contracting | 1961-04-25 | cef1906bd8a309f5fecd5455dfc929e9 | 1,372,025,801 | 33.736453 | -119.078132 | 0 |
9,670 | 2020-06-23 22:16:48 | 36,722,699,017,270 | fraud_Rau-Robel | kids_pets | 13.94 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 5ede38a07f4e62ea050fcff7d9226b62 | 1,372,025,808 | 33.664237 | -111.379942 | 0 |
9,671 | 2020-06-23 22:16:50 | 3,573,386,445,588,324 | fraud_Yost-Rogahn | personal_care | 59.1 | Stephanie | Murphy | F | 526 Stacy Walks | Barnard | SD | 57,426 | 45.7205 | -98.5534 | 63 | Systems developer | 1969-10-30 | 0156a72a2140c99f467c1860dd37750c | 1,372,025,810 | 46.661809 | -99.427129 | 0 |
9,672 | 2020-06-23 22:17:02 | 4,451,952,084,362,894 | fraud_McKenzie-Huels | food_dining | 60.01 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 1ad04b3a55c9d7fd5e7a9eda3f38cfe1 | 1,372,025,822 | 35.086939 | -102.961525 | 0 |
9,673 | 2020-06-23 22:17:03 | 30,551,643,947,183 | fraud_Zemlak, Tillman and Cremin | personal_care | 11.8 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | d80268386e530b5ab680127e6aa5c862 | 1,372,025,823 | 35.42131 | -80.470482 | 0 |
9,674 | 2020-06-23 22:17:33 | 4,492,491,748,959,010 | fraud_Reichel, Bradtke and Blanda | travel | 512.17 | Jonathan | Byrd | M | 5554 Mack Meadows | Premier | WV | 24,878 | 37.3752 | -81.6539 | 337 | Advice worker | 1986-10-17 | 2df6c8e0570c28acad6882c2942eff11 | 1,372,025,853 | 37.088967 | -82.236199 | 0 |
9,675 | 2020-06-23 22:18:03 | 180,067,151,859,700 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 5.61 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | e724d074df290a81839516740cb863e1 | 1,372,025,883 | 41.155923 | -88.792222 | 0 |
9,676 | 2020-06-23 22:18:11 | 4,469,777,115,158,235,000 | fraud_Wilkinson PLC | kids_pets | 60.62 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | c7f057c3282bfcfba7546fa2cdf2dc5a | 1,372,025,891 | 43.322037 | -72.13355 | 0 |
9,677 | 2020-06-23 22:19:12 | 2,720,830,304,681,674 | fraud_Reilly LLC | home | 76.35 | Melissa | Aguilar | F | 21326 Taylor Squares Suite 708 | Clarksville | TN | 37,040 | 36.522 | -87.349 | 151,785 | Pathologist | 1974-03-28 | 6f4fac3b5b4376975a115861fd3163d4 | 1,372,025,952 | 36.511642 | -87.183173 | 0 |
9,678 | 2020-06-23 22:19:34 | 4,642,255,475,285,942 | fraud_Pouros-Conroy | shopping_pos | 3.92 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 6a78f9188ac1e22070590d61eb0fd104 | 1,372,025,974 | 39.898621 | -108.855457 | 0 |
9,679 | 2020-06-23 22:19:39 | 630,425,673,344 | fraud_Abbott-Steuber | personal_care | 26.8 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | 75c66fd4a2750106bf3b1f54b42eae3d | 1,372,025,979 | 39.057934 | -80.577966 | 0 |
9,680 | 2020-06-23 22:19:59 | 4,129,767,952,109,660 | fraud_Schimmel-Olson | kids_pets | 126 | Cheryl | Ballard | F | 248 James Squares Apt. 838 | Halstad | MN | 56,548 | 47.3551 | -96.798 | 771 | Scientist, audiological | 1972-06-14 | 7286d9bee37faab27c2fd3ceeccedc03 | 1,372,025,999 | 48.073065 | -97.10072 | 0 |
9,681 | 2020-06-23 22:20:00 | 4,958,589,671,582,727,000 | fraud_Gislason Group | travel | 1.77 | Aaron | Pena | M | 793 Hooper Tunnel Suite 154 | Burke | VA | 22,015 | 38.7894 | -77.2818 | 43,102 | Health visitor | 1950-11-27 | b75f0d0a26937af70d6fa01b29b61e87 | 1,372,026,000 | 38.4572 | -76.562018 | 0 |
9,682 | 2020-06-23 22:20:17 | 4,681,601,008,538,160 | fraud_Turcotte, Batz and Buckridge | health_fitness | 53.1 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | b8f8b330c9b4e20bbe5d0f28ce24a036 | 1,372,026,017 | 40.711407 | -81.34165 | 0 |
9,683 | 2020-06-23 22:20:31 | 377,113,842,678,100 | fraud_Hammes-Beatty | kids_pets | 28.48 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | f71c6d353c0c477e86a71f88c6444706 | 1,372,026,031 | 39.327668 | -74.890479 | 0 |
9,684 | 2020-06-23 22:20:49 | 3,533,742,182,628,021 | fraud_Weber, Thiel and Hammes | kids_pets | 125.02 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | 335cd0354bf7a642eb24b3e01bc71211 | 1,372,026,049 | 32.573796 | -79.525481 | 0 |
9,685 | 2020-06-23 22:21:36 | 6,011,149,206,456,997 | fraud_Leffler-Goldner | personal_care | 82.82 | Jeffrey | White | M | 8617 Holmes Terrace Suite 651 | Tuscarora | MD | 21,790 | 39.2667 | -77.5101 | 100 | Production assistant, television | 1979-12-11 | 9ef3a4dcec4898b9856059c58c0a330f | 1,372,026,096 | 39.061613 | -76.71127 | 0 |
9,686 | 2020-06-23 22:21:38 | 2,720,433,095,629,877 | fraud_Lesch Ltd | shopping_pos | 3.21 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 54c5f7c18bcfce322ff54bfd7e00c760 | 1,372,026,098 | 43.584456 | -68.992887 | 0 |
9,687 | 2020-06-23 22:22:00 | 4,681,699,462,969 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 9.73 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 24ab217312b5cc71753f71d0d8f3280d | 1,372,026,120 | 36.400985 | -85.776331 | 0 |
9,688 | 2020-06-23 22:23:04 | 6,538,891,242,532,018 | fraud_Kris-Padberg | shopping_pos | 670.22 | 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 | 3b9f6d71c598608bd4a109fe289d1c0c | 1,372,026,184 | 35.355757 | -90.635023 | 0 |
9,689 | 2020-06-23 22:23:11 | 5,456,776,410,929,288 | fraud_Abshire PLC | entertainment | 28.37 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | b7adfc142f7ada4913ee75360fb62a3c | 1,372,026,191 | 41.453906 | -79.872646 | 0 |
9,690 | 2020-06-23 22:23:15 | 2,576,709,887,791,552 | fraud_Kihn, Brakus and Goyette | personal_care | 34.09 | Joseph | Morgan | M | 126 Underwood Drive | San Diego | CA | 92,128 | 33.0067 | -117.069 | 1,241,364 | Chartered public finance accountant | 1959-08-05 | 7f55c3e482d2d42437b08e08649b40e0 | 1,372,026,195 | 33.723444 | -117.464612 | 0 |
9,691 | 2020-06-23 22:23:46 | 4,147,608,975,828,480 | fraud_Wuckert-Goldner | home | 72.33 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | 61ddce4b02689622a022fef822017c67 | 1,372,026,226 | 43.799857 | -94.41028 | 0 |
9,692 | 2020-06-23 22:24:11 | 4,390,966,588,600,993,000 | fraud_Kub-Heaney | health_fitness | 10.51 | Kyle | Simmons | M | 8149 Harris Divide | Oklahoma City | OK | 73,134 | 35.6174 | -97.5583 | 640,470 | Advertising copywriter | 1966-06-24 | d11d3ae97ced974b7d7bc9bb08f66c74 | 1,372,026,251 | 35.438371 | -96.728298 | 0 |
9,693 | 2020-06-23 22:24:48 | 4,681,601,008,538,160 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 7.81 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 016ffa9325c894655c29c3eb090e9ae6 | 1,372,026,288 | 40.352241 | -80.096224 | 0 |
9,694 | 2020-06-23 22:24:56 | 581,686,439,828 | fraud_Lubowitz-Walter | kids_pets | 340.95 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | cb2f334943ed1b0cb8e0b00ed2ff9402 | 1,372,026,296 | 41.439448 | -79.625367 | 0 |
9,695 | 2020-06-23 22:25:06 | 30,407,675,418,785 | fraud_Waelchi-Wolf | kids_pets | 31.1 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | 2bd7f0cdac7f2bdd0c8aa36146d0c85e | 1,372,026,306 | 42.437146 | -76.497143 | 0 |
9,696 | 2020-06-23 22:25:10 | 4,716,561,796,955,522 | fraud_Reilly LLC | home | 29.65 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 781b9707551267b7c49a8261aa059560 | 1,372,026,310 | 47.486899 | -113.533891 | 0 |
9,697 | 2020-06-23 22:25:13 | 345,933,964,507,467 | fraud_Zboncak Ltd | food_dining | 6.5 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 2bf4321d462322bcbcd2cdca87595020 | 1,372,026,313 | 38.14395 | -75.404318 | 0 |
9,698 | 2020-06-23 22:25:20 | 6,593,250,708,747,804 | fraud_Reichert, Rowe and Mraz | shopping_net | 49.37 | Melissa | Meza | F | 244 Abbott Parkway | Loxahatchee | FL | 33,470 | 26.7383 | -80.276 | 26,551 | Paramedic | 1977-01-04 | 2bab3202d09edc061b83b2c05946f599 | 1,372,026,320 | 26.975775 | -81.256906 | 0 |
9,699 | 2020-06-23 22:25:45 | 2,269,768,987,945,882 | fraud_Bernier and Sons | kids_pets | 55.72 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | cc6f4ff5566296627347af2337048e92 | 1,372,026,345 | 42.263952 | -77.496165 | 0 |
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