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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,275,600 | 2020-06-14 02:03:02 | 342,351,256,941,125 | fraud_Turner, Ruecker and Parisian | misc_pos | 19.27 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | d6f15fbd01d206a4b8d4966928bf7fbf | 1,371,175,382 | 32.430351 | -83.157918 | 0 |
1,275,601 | 2020-06-14 02:04:22 | 4,319,584,480,204,989,000 | fraud_Huel Ltd | misc_net | 3.69 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 9f9b6e0912463438ec2ba8d42f7a745f | 1,371,175,462 | 37.403632 | -82.303812 | 0 |
1,275,602 | 2020-06-14 02:04:24 | 3,538,520,143,479,972 | fraud_Okuneva, Schneider and Rau | shopping_pos | 6.83 | Cassandra | Nunez | F | 9572 Austin Forge Suite 612 | Clay Center | OH | 43,408 | 41.5686 | -83.3632 | 269 | Insurance underwriter | 1965-09-15 | ff3d5542ddc295e837539ae68bb41c5c | 1,371,175,464 | 41.531769 | -82.891007 | 0 |
1,275,603 | 2020-06-14 02:04:49 | 3,518,669,219,150,142 | fraud_Luettgen PLC | gas_transport | 79.21 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | 25e49db029674dadf6a447b17796f776 | 1,371,175,489 | 38.852396 | -83.857398 | 0 |
1,275,604 | 2020-06-14 02:05:39 | 4,989,847,570,577,635,000 | fraud_VonRueden Group | grocery_net | 56.46 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | b8f38ffeb7ecbf60e8039c8aae702d0b | 1,371,175,539 | 33.331505 | -81.831031 | 0 |
1,275,605 | 2020-06-14 02:05:41 | 4,223,708,906,367,574,000 | fraud_Hermann and Sons | shopping_pos | 152.21 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | e170b2d8c22e1fda68c975db7f0efe9f | 1,371,175,541 | 39.949541 | -84.030771 | 0 |
1,275,606 | 2020-06-14 02:06:24 | 676,248,282,243 | fraud_Bradtke PLC | grocery_pos | 116.22 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | 3c45589363d1c4b25efb1711ef89415d | 1,371,175,584 | 26.249019 | -81.453395 | 0 |
1,275,607 | 2020-06-14 02:07:01 | 3,533,800,906,065,217 | fraud_Bradtke PLC | grocery_pos | 123.13 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | 24a40051ce25cb1c9946f98317e14234 | 1,371,175,621 | 40.660085 | -98.313403 | 0 |
1,275,608 | 2020-06-14 02:07:44 | 4,292,902,571,056,973,300 | fraud_Kutch LLC | gas_transport | 58.12 | Jeffrey | Smith | M | 135 Joseph Mountains | Sula | MT | 59,871 | 45.8433 | -113.8748 | 218 | Therapist, horticultural | 1995-08-16 | 3f2f251cb1acc69fba8a98ffc4d0864e | 1,371,175,664 | 44.944769 | -113.0059 | 0 |
1,275,609 | 2020-06-14 02:07:48 | 4,450,831,335,606,294 | fraud_Sporer Inc | gas_transport | 79.48 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | 582b4675f177f977ef8053cd16c63080 | 1,371,175,668 | 35.474459 | -95.911271 | 0 |
1,275,610 | 2020-06-14 02:08:07 | 4,003,771,737,807,706 | fraud_Jones, Sawayn and Romaguera | misc_net | 8.75 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | eb3fb1248631f7efdd5b1cb191f70137 | 1,371,175,687 | 35.835422 | -91.447282 | 0 |
1,275,611 | 2020-06-14 02:08:20 | 4,457,732,997,086,323,700 | fraud_Zboncak, Rowe and Murazik | shopping_net | 93.37 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | ff27ba347fb47aac6c293990cf359a29 | 1,371,175,700 | 37.629169 | -121.133665 | 0 |
1,275,612 | 2020-06-14 02:09:06 | 3,590,736,522,064,285 | fraud_Heidenreich PLC | grocery_pos | 220.97 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | fe646a822b304468fc86e8c8e83da205 | 1,371,175,746 | 34.783989 | -93.410565 | 0 |
1,275,613 | 2020-06-14 02:09:13 | 4,423,489,490,781,412 | fraud_Bruen-Yost | misc_pos | 6.14 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | 1251179594a9ce8b23b036a5886d996d | 1,371,175,753 | 41.811951 | -89.436985 | 0 |
1,275,614 | 2020-06-14 02:09:30 | 2,231,186,809,828,225 | fraud_Mohr Inc | shopping_pos | 107.54 | Katherine | Pennington | F | 73869 Connie Prairie | Vienna | GA | 31,092 | 32.0913 | -83.7922 | 7,420 | Phytotherapist | 1957-01-15 | be175c0938d8787ba26402e0c7b52dbb | 1,371,175,770 | 32.103761 | -82.888468 | 0 |
1,275,615 | 2020-06-14 02:09:36 | 4,715,741,951,931,169,000 | fraud_Ferry, Lynch and Kautzer | misc_net | 299.92 | Robert | Drake | M | 463 Willie Estates | Burbank | OK | 74,633 | 36.6966 | -96.7869 | 471 | Sub | 1941-03-30 | d1a68e9e81d37c754fbf5fa125a9363c | 1,371,175,776 | 35.751489 | -97.17243 | 0 |
1,275,616 | 2020-06-14 02:10:24 | 4,957,924,165,498 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 7.08 | Alan | Parsons | M | 0547 Russell Ford Suite 574 | Kirk | CO | 80,824 | 39.6171 | -102.4776 | 207 | Network engineer | 1955-12-04 | 87102d851d5f183b9c473ae0b37c0b1d | 1,371,175,824 | 39.002365 | -102.072037 | 0 |
1,275,617 | 2020-06-14 02:11:41 | 4,777,065,439,639,721 | fraud_Price Inc | shopping_net | 93.74 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | 9980b0f55faa765fa2fc4f61f7cab078 | 1,371,175,901 | 39.928434 | -74.535208 | 0 |
1,275,618 | 2020-06-14 02:11:46 | 4,171,397,999,167,005 | fraud_Casper, Hand and Zulauf | grocery_pos | 89.73 | Ashley | Mcdonald | F | 3160 Tina Estates Suite 234 | Marietta | SC | 29,661 | 35.0296 | -82.5136 | 5,648 | Museum/gallery exhibitions officer | 1934-10-06 | 1a67c3c0191979a2929840ce19813c13 | 1,371,175,906 | 35.956525 | -83.309448 | 0 |
1,275,619 | 2020-06-14 02:12:28 | 213,178,850,083,780 | fraud_Raynor, Reinger and Hagenes | gas_transport | 75.2 | Shawn | King | M | 31493 Garcia Summit | Athena | OR | 97,813 | 45.8289 | -118.4971 | 1,302 | Dealer | 1976-10-18 | a5bb84b988d160db049c3b26fb46ff25 | 1,371,175,948 | 45.29068 | -117.805167 | 0 |
1,275,620 | 2020-06-14 02:13:41 | 4,906,628,655,840,914,000 | fraud_Padberg-Welch | grocery_pos | 38.06 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | 4426a10a2bc2d525ceb6a8af0db8f230 | 1,371,176,021 | 24.054637 | -81.245258 | 0 |
1,275,621 | 2020-06-14 02:14:10 | 6,011,860,238,257,910 | fraud_Boehm, Predovic and Reinger | misc_pos | 50.66 | Lisa | Mendez | F | 44259 Beth Station Suite 215 | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Programme researcher, broadcasting/film/video | 1952-07-06 | 3c6b70785e6117fd6f3b3d25d53540d7 | 1,371,176,050 | 36.677259 | -98.334725 | 0 |
1,275,622 | 2020-06-14 02:14:19 | 3,513,506,355,699,497 | fraud_Luettgen PLC | gas_transport | 95.7 | Sarah | Adams | F | 5654 Peterson Land | Ridgeland | MS | 39,157 | 32.4122 | -90.1207 | 24,645 | Scientist, clinical (histocompatibility and immunogenetics) | 1966-05-29 | b90661411bd08fb1c6369c10284acd0f | 1,371,176,059 | 32.639645 | -89.379532 | 0 |
1,275,623 | 2020-06-14 02:14:30 | 2,229,824,890,647,120 | fraud_Connelly, Reichert and Fritsch | gas_transport | 70.53 | Walter | Blair | M | 44951 Williams Brooks | Pearlington | MS | 39,572 | 30.2508 | -89.6011 | 1,414 | Therapist, occupational | 1958-02-17 | 3efd17c3bb6816600f87cfb5acef0fc3 | 1,371,176,070 | 30.157117 | -89.804068 | 0 |
1,275,624 | 2020-06-14 02:15:17 | 30,153,452,207,526 | fraud_Turner and Sons | shopping_pos | 4.24 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | 30523e42eb8ab3e79140a5be6248c838 | 1,371,176,117 | 32.543472 | -98.80974 | 0 |
1,275,625 | 2020-06-14 02:15:42 | 30,270,432,095,985 | fraud_Auer-Mosciski | grocery_pos | 96.24 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 14ca7c414b0cb8403bdd489f06bd1c6f | 1,371,176,142 | 40.408482 | -90.908902 | 0 |
1,275,626 | 2020-06-14 02:18:10 | 4,587,657,402,165,341,700 | fraud_Friesen-Stamm | gas_transport | 68.53 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | fbe04f697a4fc5c0056d36ee93f13adf | 1,371,176,290 | 41.586811 | -88.085671 | 0 |
1,275,627 | 2020-06-14 02:18:40 | 38,588,538,868,506 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 99.53 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | 0df1654755c2f644b6e50c159f37f40d | 1,371,176,320 | 29.388735 | -103.691049 | 0 |
1,275,628 | 2020-06-14 02:19:16 | 676,292,294,938 | fraud_Bernhard Inc | gas_transport | 53.7 | Lisa | Fitzpatrick | F | 58761 Brewer Rapids | Skytop | PA | 18,357 | 41.2336 | -75.2389 | 104 | Financial trader | 1927-08-25 | 8efcf12fe70422dbaaa46aed926a4998 | 1,371,176,356 | 41.527403 | -74.610768 | 0 |
1,275,629 | 2020-06-14 02:19:40 | 4,550,599,031,376,731 | fraud_Turner, Ziemann and Lehner | food_dining | 148.22 | Angela | West | F | 9471 Wong Islands | Mansfield | OH | 44,902 | 40.7559 | -82.5123 | 92,985 | Press photographer | 1968-05-29 | e06fbf4873021480ba204b7c4b1d2d8a | 1,371,176,380 | 40.285006 | -82.106775 | 0 |
1,275,630 | 2020-06-14 02:21:07 | 4,265,776,278,887,457 | fraud_Lockman, West and Runte | grocery_pos | 129.41 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | b41a06eb3e71104d526a5a79961bda70 | 1,371,176,467 | 35.253118 | -92.043893 | 0 |
1,275,631 | 2020-06-14 02:21:31 | 4,707,867,759,656,333 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 10.63 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | 8c14114d36ed03479c72796938cc976a | 1,371,176,491 | 37.626192 | -82.798225 | 0 |
1,275,632 | 2020-06-14 02:21:31 | 4,045,036,286,570,100,700 | fraud_Erdman-Kertzmann | gas_transport | 62.15 | Bianca | Scott | F | 9588 Cox Rapid Apt. 257 | Atglen | PA | 19,310 | 39.9458 | -75.9703 | 3,066 | Product manager | 1928-07-15 | cef561db8a8ceb17bde9df2264b366e5 | 1,371,176,491 | 39.518603 | -75.391264 | 0 |
1,275,633 | 2020-06-14 02:21:41 | 4,025,612,008,285,111 | fraud_Towne, Greenholt and Koepp | shopping_net | 3.11 | Krystal | Key | F | 23142 Montoya Island Apt. 742 | Corsica | PA | 15,829 | 41.1762 | -79.1976 | 1,274 | Maintenance engineer | 1949-03-20 | d1ede48e011daa57b5054ddf5c5158a0 | 1,371,176,501 | 40.486813 | -78.397316 | 0 |
1,275,634 | 2020-06-14 02:22:01 | 4,239,436,242,473 | fraud_Tillman, Dickinson and Labadie | gas_transport | 76.58 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | 3f3dd79957f44385f46c60735c23c441 | 1,371,176,521 | 38.819822 | -76.749006 | 0 |
1,275,635 | 2020-06-14 02:22:15 | 4,658,490,815,480,264 | fraud_Vandervort-Funk | grocery_pos | 123.32 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | e4ff6b74c82e19408cd3c684e5503fda | 1,371,176,535 | 39.829718 | -80.265733 | 0 |
1,275,636 | 2020-06-14 02:23:10 | 2,222,001,896,600,109 | fraud_Mante Group | misc_net | 3.66 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | 9beb708b73835a1343e3407544a8a4cf | 1,371,176,590 | 38.264264 | -90.060769 | 0 |
1,275,637 | 2020-06-14 02:24:56 | 213,178,765,398,315 | fraud_Hintz-Bruen | grocery_net | 40.29 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | 959665963e8757170bd88c46d95b5f70 | 1,371,176,696 | 43.035982 | -108.278238 | 0 |
1,275,638 | 2020-06-14 02:27:01 | 583,699,482,621 | fraud_Emard Inc | gas_transport | 45.63 | Jennifer | Jones | F | 5572 Kelly Plains Apt. 952 | Waupaca | WI | 54,981 | 44.3481 | -89.1101 | 15,426 | Engineer, civil (contracting) | 1936-07-22 | 870bc7e39e23e6bd1df480b8900377ee | 1,371,176,821 | 45.038067 | -89.09206 | 0 |
1,275,639 | 2020-06-14 02:27:10 | 213,173,753,804,333 | fraud_Pouros-Conroy | shopping_pos | 7.78 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | 48a23cef17025b8f9e14fd65b5c7ae62 | 1,371,176,830 | 42.141917 | -86.866771 | 0 |
1,275,640 | 2020-06-14 02:27:39 | 4,922,710,831,011,201 | fraud_Huel, Hammes and Witting | grocery_pos | 135.65 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 091e2db4fe733aa5b1d57f060af500ba | 1,371,176,859 | 39.547905 | -80.340859 | 0 |
1,275,641 | 2020-06-14 02:29:27 | 30,030,380,240,193 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 98.1 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | 95c2dc442fb1de04be81901e51bcd7c5 | 1,371,176,967 | 29.419811 | -99.357284 | 0 |
1,275,642 | 2020-06-14 02:29:53 | 377,550,167,323,848 | fraud_Casper, Hand and Zulauf | grocery_pos | 67.04 | Kevin | Walters | M | 87227 Tapia Burgs | Auburn | ME | 4,210 | 44.0948 | -70.239 | 23,045 | Tourist information centre manager | 1958-09-02 | 78c54c7db0d757a61bdc4a0e2fc88951 | 1,371,176,993 | 44.151398 | -70.3291 | 0 |
1,275,643 | 2020-06-14 02:31:15 | 213,186,334,552,049 | fraud_Schmitt Inc | gas_transport | 57.97 | Andrea | Perkins | F | 37426 Olson Villages | Irvine | PA | 16,329 | 41.8117 | -79.2643 | 528 | Chief Marketing Officer | 1972-09-13 | cc99e47ec33106eee2d7a757147d7a7b | 1,371,177,075 | 42.509032 | -79.208551 | 0 |
1,275,644 | 2020-06-14 02:31:23 | 3,595,192,916,105,588 | fraud_McDermott-Weimann | grocery_pos | 55.33 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 50c80559287504715d8660186c35393b | 1,371,177,083 | 34.257288 | -78.495426 | 0 |
1,275,645 | 2020-06-14 02:31:40 | 3,577,578,023,716,568 | fraud_Kilback LLC | grocery_pos | 148.38 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | fb614d72e5561f93b3d87bdd7d956258 | 1,371,177,100 | 41.193119 | -81.826887 | 0 |
1,275,646 | 2020-06-14 02:31:44 | 3,533,800,906,065,217 | fraud_Miller-Harris | misc_net | 6.46 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | c376e6b3c8bfb18ec007f43e24bed9a1 | 1,371,177,104 | 39.769897 | -98.587509 | 0 |
1,275,647 | 2020-06-14 02:31:51 | 2,719,496,466,799,416 | fraud_Goyette Inc | shopping_net | 1.57 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | 09683be4942d6d55de31033b3c737b69 | 1,371,177,111 | 44.577505 | -103.729903 | 0 |
1,275,648 | 2020-06-14 02:33:07 | 4,607,072,969,078,276 | fraud_Cartwright-Harris | grocery_pos | 137.86 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 37e5db65764ab9dc9eb84870fbced954 | 1,371,177,187 | 36.012346 | -96.413371 | 0 |
1,275,649 | 2020-06-14 02:33:23 | 3,560,697,798,177,746 | fraud_Shields Inc | grocery_net | 81.3 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | f4c8bcd03fda48b79704831dd8a4d3d2 | 1,371,177,203 | 34.636383 | -115.459957 | 0 |
1,275,650 | 2020-06-14 02:34:00 | 213,193,596,103,206 | fraud_Bashirian Group | shopping_net | 105.38 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 5722f3dbd1112f8b76fb852c5b844f4a | 1,371,177,240 | 44.844543 | -83.657345 | 0 |
1,275,651 | 2020-06-14 02:34:02 | 4,306,586,894,261,180 | fraud_Kilback LLC | grocery_pos | 103.81 | Renee | Walls | F | 86542 Jessica Fords Apt. 706 | Veedersburg | IN | 47,987 | 40.1186 | -87.2602 | 4,049 | Development worker, community | 1959-10-19 | 4bf577668550c87533c371ff6c4675cc | 1,371,177,242 | 41.043915 | -86.952481 | 0 |
1,275,652 | 2020-06-14 02:34:28 | 5,580,563,567,307,107 | fraud_Bernhard Inc | gas_transport | 66.31 | Stanley | Dickson | M | 078 Alex Fields | Smock | PA | 15,480 | 39.9961 | -79.7678 | 1,946 | Charity fundraiser | 1990-06-21 | 05a82ccd2dc4d3850d09e81c2c32fca5 | 1,371,177,268 | 39.664967 | -79.037577 | 0 |
1,275,653 | 2020-06-14 02:35:01 | 5,456,712,664,803,820 | fraud_Kiehn Inc | grocery_pos | 119.63 | Pamela | Matthews | F | 36659 Smith Club Apt. 080 | Llano | NM | 87,543 | 36.1486 | -105.6648 | 247 | Architectural technologist | 1961-10-24 | 62a702c3d686a297f065d5609d41fee5 | 1,371,177,301 | 35.203016 | -106.134762 | 0 |
1,275,654 | 2020-06-14 02:35:17 | 4,210,078,554,961,359,000 | fraud_Vandervort-Funk | grocery_pos | 115.39 | Valerie | Clark | F | 7402 West Ranch | Lowell | OR | 97,452 | 43.921 | -122.7806 | 1,420 | Systems analyst | 1965-11-11 | 540a3f4682a5ec8de66f6158ea4b22ff | 1,371,177,317 | 44.178473 | -123.069547 | 0 |
1,275,655 | 2020-06-14 02:36:14 | 4,715,741,951,931,169,000 | fraud_Medhurst PLC | shopping_net | 6.87 | Robert | Drake | M | 463 Willie Estates | Burbank | OK | 74,633 | 36.6966 | -96.7869 | 471 | Sub | 1941-03-30 | dfa7b0e6470a5d127282571e8c1db694 | 1,371,177,374 | 37.449896 | -97.16815 | 0 |
1,275,656 | 2020-06-14 02:37:06 | 377,234,009,633,447 | fraud_Bradtke PLC | grocery_pos | 116.29 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | a34338f2c3729ace707ec3b915a657ac | 1,371,177,426 | 40.122629 | -77.288982 | 0 |
1,275,657 | 2020-06-14 02:38:10 | 4,301,028,321,766,222,300 | fraud_Turner and Sons | shopping_pos | 113.3 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | 4d806e6135d6c7486b2357dedc42f061 | 1,371,177,490 | 41.561064 | -80.542942 | 0 |
1,275,658 | 2020-06-14 02:39:00 | 36,722,699,017,270 | fraud_Osinski, Ledner and Leuschke | grocery_pos | 196.55 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 3e466648c99f3425529f2fa422462990 | 1,371,177,540 | 33.391839 | -111.064446 | 0 |
1,275,659 | 2020-06-14 02:40:41 | 4,561,546,772,499 | fraud_Funk Group | grocery_net | 70.34 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 42831e48447226435dba5aa1fe615a4f | 1,371,177,641 | 34.386756 | -106.51684 | 0 |
1,275,660 | 2020-06-14 02:41:06 | 180,065,479,077,096 | fraud_Lind, Huel and McClure | gas_transport | 55.69 | Krystal | Gamble | F | 47152 Clayton Burg | Manchester | MD | 21,102 | 39.6747 | -76.8941 | 11,751 | Clinical research associate | 1964-02-15 | 1a56253b07b7349bb7a4d9e662d98dfb | 1,371,177,666 | 40.07059 | -77.275527 | 0 |
1,275,661 | 2020-06-14 02:42:26 | 2,252,055,259,910,912 | fraud_Shields Inc | grocery_net | 49.42 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | cbb0f06155fff4f7754ccc7b400409ac | 1,371,177,746 | 45.014473 | -90.590722 | 0 |
1,275,662 | 2020-06-14 02:42:53 | 4,247,921,790,666 | fraud_Kilback LLC | grocery_pos | 84.24 | Judith | Moss | F | 46297 Benjamin Plains Suite 703 | Washington Court House | OH | 43,160 | 39.537 | -83.455 | 22,305 | Television floor manager | 1939-03-09 | 5f969b58eedc09b23b2d892e9e80cf2a | 1,371,177,773 | 39.112836 | -82.60588 | 0 |
1,275,663 | 2020-06-14 02:44:44 | 4,587,657,402,165,341,700 | fraud_Harber Inc | gas_transport | 49.25 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | f4a071cc66f5aafc285b4c036e717fd9 | 1,371,177,884 | 40.734686 | -86.602883 | 0 |
1,275,664 | 2020-06-14 02:46:24 | 30,238,755,902,988 | fraud_Koelpin and Sons | misc_net | 225.89 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | baea7fe866deeaf21fbcf068874018ae | 1,371,177,984 | 30.776511 | -96.823943 | 0 |
1,275,665 | 2020-06-14 02:46:24 | 4,220,345,354,880 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 3.95 | Patrick | Torres | M | 27386 Snyder Station | Oxford | MI | 48,371 | 42.8223 | -83.2829 | 24,840 | Agricultural consultant | 1960-01-20 | 99d7ab8e672af2603db49e29749138e1 | 1,371,177,984 | 42.561818 | -82.504027 | 0 |
1,275,666 | 2020-06-14 02:46:30 | 577,588,686,219 | fraud_Luettgen PLC | gas_transport | 46.23 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 80dfdead5d4c4803808edad7f1f89923 | 1,371,177,990 | 40.009148 | -79.585292 | 0 |
1,275,667 | 2020-06-14 02:46:48 | 676,281,772,837 | fraud_Kutch and Sons | grocery_pos | 96.03 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | 82611fec56f5d6d960a35122bd0c0ceb | 1,371,178,008 | 31.762668 | -84.645383 | 0 |
1,275,668 | 2020-06-14 02:46:58 | 2,512,312,531,485,080 | fraud_Hudson-Ratke | grocery_pos | 84.9 | John | Mccormick | M | 79414 Clark Lakes Suite 966 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Producer, radio | 1956-10-08 | d56a5b1f1c64fa015ff0892e32dba949 | 1,371,178,018 | 42.034065 | -82.321439 | 0 |
1,275,669 | 2020-06-14 02:47:45 | 3,552,581,383,553,463 | fraud_Goyette, Howell and Collier | shopping_pos | 163.87 | Jonathan | Castro | M | 200 Christie Mills Apt. 307 | Andrews | NC | 28,901 | 35.1959 | -83.8228 | 5,354 | Retail buyer | 1965-04-13 | 83766676e8896d916da748554d1f0c70 | 1,371,178,065 | 35.972314 | -83.165553 | 0 |
1,275,670 | 2020-06-14 02:48:10 | 3,576,144,910,346,950 | fraud_Halvorson Group | misc_pos | 3.71 | Thomas | Payne | M | 9455 Kathleen Brook Apt. 651 | Huslia | AK | 99,746 | 65.6899 | -156.292 | 277 | Engineer, civil (consulting) | 1965-11-06 | 3ba2bb31bc5c6001b6c46cf53357f26d | 1,371,178,090 | 65.536609 | -156.329947 | 0 |
1,275,671 | 2020-06-14 02:49:37 | 4,134,456,652,433,447 | fraud_Wilkinson Ltd | entertainment | 8.34 | Lawrence | Ellis | M | 1471 Alicia Flat Apt. 993 | Springfield Gardens | NY | 11,413 | 40.6645 | -73.7559 | 38,912 | Production manager | 1961-11-07 | 53adc4fc8f8c34a29be5ccd6a4cbc980 | 1,371,178,177 | 40.250241 | -73.551975 | 0 |
1,275,672 | 2020-06-14 02:49:51 | 30,371,006,069,917 | fraud_Hackett-Lueilwitz | grocery_pos | 143.05 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 5c4359d1ebd8a60b37d8667ffe1ba1e1 | 1,371,178,191 | 38.921712 | -88.774816 | 0 |
1,275,673 | 2020-06-14 02:50:03 | 4,220,345,354,880 | fraud_Dibbert and Sons | entertainment | 36.1 | Patrick | Torres | M | 27386 Snyder Station | Oxford | MI | 48,371 | 42.8223 | -83.2829 | 24,840 | Agricultural consultant | 1960-01-20 | 5748fe25a66444d9d5933835c322af57 | 1,371,178,203 | 41.954282 | -84.031282 | 0 |
1,275,674 | 2020-06-14 02:51:46 | 4,119,762,878,330,989 | fraud_Frami Group | entertainment | 3.62 | Melinda | Gutierrez | F | 1497 West Gateway | Eureka | IL | 61,530 | 40.7152 | -89.2706 | 6,713 | Archivist | 1945-08-19 | e8d2d1f88d9a1ea35e648ff8725eeb60 | 1,371,178,306 | 41.022398 | -89.694843 | 0 |
1,275,675 | 2020-06-14 02:52:12 | 4,410,582,919,485,061,600 | fraud_Friesen-D'Amore | gas_transport | 58.07 | David | Cole | M | 7955 Allen Orchard Apt. 336 | Springfield | GA | 31,329 | 32.3697 | -81.3618 | 9,034 | Therapist, occupational | 1969-03-02 | d5f5873a03deab7ca131f92bebe644b6 | 1,371,178,332 | 32.839543 | -81.190764 | 0 |
1,275,676 | 2020-06-14 02:52:27 | 630,424,987,505 | fraud_Dickinson Ltd | misc_pos | 939.91 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | dfdcba83e5cd2517a06deefc9ab6e000 | 1,371,178,347 | 40.099725 | -80.258842 | 1 |
1,275,677 | 2020-06-14 02:52:31 | 581,686,439,828 | fraud_DuBuque LLC | grocery_pos | 73.02 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 1f7917e53749541b0e6d41a7b2e2c34e | 1,371,178,351 | 41.616648 | -80.877079 | 0 |
1,275,678 | 2020-06-14 02:54:20 | 4,178,097,073,221,156 | fraud_Smitham-Boehm | grocery_net | 65.82 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | aa8f97c8ec5fb18d5a2c4051bc015de6 | 1,371,178,460 | 41.5492 | -86.340226 | 0 |
1,275,679 | 2020-06-14 02:54:54 | 6,550,399,784,335,736 | fraud_Rodriguez Group | gas_transport | 63.55 | Harry | Mckee | M | 95351 Sullivan Viaduct Apt. 239 | Port Charlotte | FL | 33,981 | 26.9379 | -82.2388 | 79,008 | Quantity surveyor | 1984-08-31 | a2d4076e2fa6b3ae5e85faaa7de830b7 | 1,371,178,494 | 27.695959 | -83.064746 | 0 |
1,275,680 | 2020-06-14 02:55:18 | 3,529,597,810,116,815 | fraud_Raynor, Reinger and Hagenes | gas_transport | 92 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | d550df9d63a55a2e183b132f7791e0ce | 1,371,178,518 | 40.103508 | -77.554453 | 0 |
1,275,681 | 2020-06-14 02:55:21 | 180,046,165,512,893 | fraud_Lind, Huel and McClure | gas_transport | 66.62 | Erica | Walker | F | 084 Holmes Avenue Suite 206 | Stayton | OR | 97,383 | 44.8021 | -122.7624 | 9,587 | Engineer, biomedical | 1968-03-24 | 02f1dd468efd6dff354cf172e50613ab | 1,371,178,521 | 43.859735 | -123.592702 | 0 |
1,275,682 | 2020-06-14 02:56:09 | 3,558,652,751,678,952 | fraud_Bins-Rice | gas_transport | 51.93 | Teresa | Blankenship | F | 6638 Lucero Mill Suite 952 | Karnack | TX | 75,661 | 32.6205 | -94.2 | 2,807 | Chiropodist | 1931-01-26 | bf952d8f5ae3a71a5de0954511ae1f4f | 1,371,178,569 | 33.07673 | -94.543628 | 0 |
1,275,683 | 2020-06-14 02:56:47 | 4,979,422,371,139,333 | fraud_Connelly, Reichert and Fritsch | gas_transport | 65.17 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | 74e298d5c0052ecff0bf6d15e9e29565 | 1,371,178,607 | 40.674285 | -99.933808 | 0 |
1,275,684 | 2020-06-14 02:59:49 | 374,125,201,044,065 | fraud_Roob, Conn and Tremblay | shopping_pos | 7.63 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | d5d2502fd90a2ba533762c6c6b78ef21 | 1,371,178,789 | 38.211292 | -77.856007 | 0 |
1,275,685 | 2020-06-14 03:00:15 | 374,125,201,044,065 | fraud_Bins, Balistreri and Beatty | shopping_pos | 3.29 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | 8d36b94b3925d50644b46f261fadb732 | 1,371,178,815 | 38.665925 | -77.979091 | 0 |
1,275,686 | 2020-06-14 03:00:32 | 4,446,368,897,795,790 | fraud_DuBuque LLC | grocery_pos | 95.41 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | 17172c677cde2ef057a20c85df8de275 | 1,371,178,832 | 38.74739 | -75.687186 | 0 |
1,275,687 | 2020-06-14 03:00:45 | 2,286,236,465,059,468 | fraud_Emard Inc | gas_transport | 86.28 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | 871a3ad735392a31adb68ce4f3d49562 | 1,371,178,845 | 38.044174 | -93.746315 | 0 |
1,275,688 | 2020-06-14 03:01:13 | 4,500,002,361,389 | fraud_Rodriguez Group | gas_transport | 45.42 | Joseph | Nixon | M | 86882 Desiree Camp Suite 047 | Tyaskin | MD | 21,865 | 38.2833 | -75.8465 | 470 | Music tutor | 1965-04-07 | 0d8701a8a07e586dc2209ec52b6e9c74 | 1,371,178,873 | 39.164474 | -76.304313 | 0 |
1,275,689 | 2020-06-14 03:01:36 | 342,952,484,382,519 | fraud_Kiehn-Emmerich | grocery_pos | 75.18 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | cbb65f4c1880b748423ca59722ea256b | 1,371,178,896 | 42.981368 | -73.318697 | 0 |
1,275,690 | 2020-06-14 03:01:44 | 180,049,032,966,888 | fraud_Pfeffer and Sons | shopping_pos | 114.55 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | a4d8242c9e4540ce974a95ad7dd49c4b | 1,371,178,904 | 46.115696 | -89.930152 | 0 |
1,275,691 | 2020-06-14 03:03:34 | 4,560,004,149,983,868,400 | fraud_Boehm, Block and Jakubowski | misc_pos | 62.81 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | 63f21873b2dfdaec575c473772e0e58d | 1,371,179,014 | 39.687763 | -105.495838 | 0 |
1,275,692 | 2020-06-14 03:03:48 | 6,011,252,220,172,077 | fraud_Shields Inc | grocery_net | 18.59 | Melvin | Wright | M | 210 Dean Causeway Suite 130 | Alton | IA | 51,003 | 42.9782 | -96.0173 | 1,700 | Engineer, land | 2001-12-19 | 9c10e823ba7a058c19c81e4729a10279 | 1,371,179,028 | 42.798255 | -95.227831 | 0 |
1,275,693 | 2020-06-14 03:04:08 | 38,199,021,865,320 | fraud_Terry-Huel | shopping_net | 87.47 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | b032a39933a45c5d17c988b0f93f831d | 1,371,179,048 | 43.80115 | -71.35436 | 0 |
1,275,694 | 2020-06-14 03:04:18 | 3,598,215,285,024,754 | fraud_Monahan, Bogisich and Ledner | misc_pos | 148.51 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 1713a6e365663b943b92de05dcf683ba | 1,371,179,058 | 40.129167 | -73.676576 | 0 |
1,275,695 | 2020-06-14 03:05:00 | 3,581,130,339,108,561 | fraud_Medhurst PLC | shopping_net | 3.28 | Gregory | Wood | M | 622 Robert Summit | Akron | OH | 44,307 | 41.0695 | -81.5488 | 272,134 | Call centre manager | 1964-03-15 | 94539619ce7abc12eb03bb3ca13c71b3 | 1,371,179,100 | 41.373017 | -82.142619 | 0 |
1,275,696 | 2020-06-14 03:05:21 | 4,294,040,533,480,516 | fraud_Olson, Becker and Koch | gas_transport | 50.28 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 1072243a6c5dc3bcfdd105b3cec09bf9 | 1,371,179,121 | 33.75152 | -80.800137 | 0 |
1,275,697 | 2020-06-14 03:05:32 | 180,094,419,304,907 | fraud_Torp-Labadie | gas_transport | 88.02 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 9549cb50ffe80f0922cb4993be0a64f9 | 1,371,179,132 | 33.595267 | -117.465945 | 0 |
1,275,698 | 2020-06-14 03:05:49 | 4,128,027,264,554,082 | fraud_Raynor, Feest and Miller | gas_transport | 59.05 | Kyle | Park | M | 7507 Larry Passage Suite 859 | Mount Perry | OH | 43,760 | 39.8788 | -82.188 | 1,831 | Barrister's clerk | 1953-10-18 | 47811f9d2f1aac22b6e066d8c5952583 | 1,371,179,149 | 40.395822 | -81.458097 | 0 |
1,275,699 | 2020-06-14 03:05:54 | 3,525,590,521,269,779 | fraud_Durgan-Auer | misc_net | 8.25 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | 1a9f3b0441e8c7ce7ed503ee88ae1df7 | 1,371,179,154 | 35.151878 | -79.378373 | 0 |
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