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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6,600 | 2020-06-23 04:04:53 | 60,427,851,591 | fraud_Huel, Hammes and Witting | grocery_pos | 77.02 | Bradley | Martinez | M | 3426 David Divide Suite 717 | Burns Flat | OK | 73,624 | 35.3492 | -99.188 | 2,142 | Politician's assistant | 1976-06-30 | 2b81ef608b3d5a1d2ecfd611a9a063aa | 1,371,960,293 | 34.572284 | -98.237577 | 0 |
6,601 | 2020-06-23 04:05:16 | 2,706,977,570,537,524 | fraud_Watsica, Haag and Considine | shopping_pos | 153.46 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 7a95f654add35ef0df6c806ae007766f | 1,371,960,316 | 40.027592 | -82.969743 | 0 |
6,602 | 2020-06-23 04:06:33 | 639,046,421,587 | fraud_Osinski, Ledner and Leuschke | grocery_pos | 114.87 | Dylan | Bonilla | M | 2497 John Motorway Suite 922 | Leetsdale | PA | 15,056 | 40.5662 | -80.2099 | 1,140 | Administrator, education | 1986-06-20 | b887055379951ac1fed0f70b9e00808f | 1,371,960,393 | 40.164087 | -79.218573 | 0 |
6,603 | 2020-06-23 04:06:34 | 6,011,999,606,625,827 | fraud_Goodwin-Nitzsche | grocery_pos | 77.81 | Ronald | Carson | M | 870 Rocha Drive | Harrington Park | NJ | 7,640 | 40.9918 | -73.98 | 4,664 | Radiographer, diagnostic | 1965-06-30 | db7eb43118f9cbdbdaa71763157d99b3 | 1,371,960,394 | 40.746286 | -74.889862 | 0 |
6,604 | 2020-06-23 04:07:19 | 4,365,382,885,912,355 | fraud_Kuhic Inc | grocery_pos | 96.86 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | 5153ce31632dfe23f2077c29cfa880c1 | 1,371,960,439 | 48.148052 | -91.857828 | 0 |
6,605 | 2020-06-23 04:07:26 | 213,125,815,021,702 | fraud_Mayert Group | shopping_pos | 5.05 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | a4fdbe2bc80040e9c4e362a38f0d7c38 | 1,371,960,446 | 42.984988 | -73.585238 | 0 |
6,606 | 2020-06-23 04:08:03 | 213,126,662,687,660 | fraud_Spinka Inc | grocery_net | 16.64 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | 349baeb89023ea01109eb04abfab6da4 | 1,371,960,483 | 27.145174 | -99.181817 | 0 |
6,607 | 2020-06-23 04:08:15 | 3,524,574,586,339,330 | fraud_Stracke-Lemke | grocery_pos | 198.66 | Ashley | Cabrera | F | 94225 Smith Springs Apt. 617 | Vero Beach | FL | 32,960 | 27.633 | -80.4031 | 105,638 | Librarian, public | 1986-05-07 | d89fcbdd6c3ed64bde101588436886eb | 1,371,960,495 | 27.35618 | -80.095054 | 0 |
6,608 | 2020-06-23 04:08:32 | 30,360,260,465,747 | fraud_Cummings LLC | gas_transport | 58.32 | Jennifer | Garcia | F | 28777 Stewart Plains Apt. 495 | Putnam | IL | 61,560 | 41.1949 | -89.4409 | 754 | Presenter, broadcasting | 1962-05-13 | 24693cc2a77b6060cb23eb5939ad64e1 | 1,371,960,512 | 40.553973 | -88.723063 | 0 |
6,609 | 2020-06-23 04:08:50 | 3,525,668,150,756,629 | fraud_Jast-McDermott | shopping_pos | 121.86 | Christopher | Choi | M | 04611 Sandra Spring Suite 059 | Rumely | MI | 49,826 | 46.3481 | -87.0436 | 137 | Film/video editor | 1990-08-13 | 0c4a9959b2b70adc2861c3eace80ac99 | 1,371,960,530 | 46.025026 | -86.565983 | 0 |
6,610 | 2020-06-23 04:09:37 | 639,023,984,367 | fraud_Prohaska-Murray | gas_transport | 63.71 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | b936c2e7d9fdd17523d8c18056a93241 | 1,371,960,577 | 44.739528 | -75.267722 | 0 |
6,611 | 2020-06-23 04:10:32 | 3,577,794,103,155,425 | fraud_Bernhard Inc | gas_transport | 52.46 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | b7bbceacbbc4ea7542aa5a8e7046893c | 1,371,960,632 | 48.144029 | -98.191141 | 0 |
6,612 | 2020-06-23 04:10:52 | 6,011,860,238,257,910 | fraud_Schultz, Simonis and Little | grocery_pos | 134.29 | 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 | 41d73bf243bdd24e20d8ca028970ce40 | 1,371,960,652 | 36.787232 | -98.129109 | 0 |
6,613 | 2020-06-23 04:11:03 | 4,642,894,980,163 | fraud_Koepp-Witting | grocery_pos | 48.55 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 752c38a52c6e130bc21916bcef8932b9 | 1,371,960,663 | 40.874903 | -94.200951 | 0 |
6,614 | 2020-06-23 04:11:34 | 4,990,494,243,023 | fraud_Bednar Group | misc_net | 55.01 | Martin | Ford | M | 56812 Francis Courts | Corriganville | MD | 21,524 | 39.6967 | -78.8031 | 626 | Energy engineer | 1960-12-13 | a4644bc800ab21aadf76445840ce6a94 | 1,371,960,694 | 40.442692 | -78.559163 | 0 |
6,615 | 2020-06-23 04:11:47 | 4,550,599,031,376,731 | fraud_Marks Inc | gas_transport | 100.19 | Angela | West | F | 9471 Wong Islands | Mansfield | OH | 44,902 | 40.7559 | -82.5123 | 92,985 | Press photographer | 1968-05-29 | 6877f6e5ac3530e9c2c9d9c573bff1e3 | 1,371,960,707 | 41.406746 | -81.840692 | 0 |
6,616 | 2020-06-23 04:11:56 | 639,077,309,909 | fraud_Kuhn LLC | misc_net | 217.07 | Justin | Carter | M | 853 Miller Bypass Suite 802 | Broomfield | CO | 80,021 | 39.8854 | -105.1139 | 92,337 | Engineer, electronics | 1967-10-18 | 0bd3a159c0883b7dc4e31b058c516a1d | 1,371,960,716 | 39.830894 | -104.672228 | 0 |
6,617 | 2020-06-23 04:12:21 | 4,810,789,809,665,943,000 | fraud_Mosciski, Gislason and Mertz | grocery_pos | 78.36 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 81efab91e8ca55fe0e12c89736c77b54 | 1,371,960,741 | 39.721673 | -83.654826 | 0 |
6,618 | 2020-06-23 04:12:24 | 3,540,210,836,308,425 | fraud_Rutherford-Mertz | grocery_pos | 107.07 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 76dd8b4d00e3981b1fd91d181ee4112c | 1,371,960,744 | 34.118009 | -101.639839 | 0 |
6,619 | 2020-06-23 04:13:00 | 4,070,511,711,385,545 | fraud_Cartwright-Harris | grocery_pos | 147.96 | Stephanie | Hopkins | F | 44089 Carrie Crossing Suite 954 | Falls City | TX | 78,113 | 28.9814 | -98.0156 | 2,435 | Engineer, mining | 1967-04-09 | c410e8c0b18261c24f4e72f7946b5427 | 1,371,960,780 | 28.296573 | -97.934773 | 0 |
6,620 | 2020-06-23 04:13:34 | 501,899,453,424 | fraud_Runte-Mohr | food_dining | 72.33 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 2a8cd7f617b309944c82165182eece05 | 1,371,960,814 | 33.578332 | -85.224876 | 0 |
6,621 | 2020-06-23 04:13:45 | 4,810,839,835,482,794,000 | fraud_Heller-Abshire | grocery_net | 37.41 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | 85409f96f66326ff5392a47ca7d0ce20 | 1,371,960,825 | 36.418063 | -94.637464 | 0 |
6,622 | 2020-06-23 04:14:06 | 3,501,509,250,702,469 | fraud_Hudson-Ratke | grocery_pos | 57.5 | Frank | Anderson | M | 0611 Stafford Valley Suite 504 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Programme researcher, broadcasting/film/video | 1979-01-02 | e9024c57227037d6007a0d9e073945f3 | 1,371,960,846 | 25.83937 | -81.073754 | 0 |
6,623 | 2020-06-23 04:14:26 | 180,084,695,172,649 | fraud_Koepp-Witting | grocery_pos | 209.02 | Holly | Mann | F | 7644 Joseph Fields | Nokomis | IL | 62,075 | 39.3036 | -89.2853 | 3,458 | Building surveyor | 1985-12-08 | 62675ce0974e8fa8375cf153d8ad3528 | 1,371,960,866 | 39.195918 | -88.362435 | 0 |
6,624 | 2020-06-23 04:14:42 | 342,952,484,382,519 | fraud_Harris Inc | gas_transport | 68.67 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | eb4be9fc86bc0a668f2bed014628bfc8 | 1,371,960,882 | 42.860726 | -72.559231 | 0 |
6,625 | 2020-06-23 04:15:13 | 3,501,509,250,702,469 | fraud_Osinski, Ledner and Leuschke | grocery_pos | 76.65 | Frank | Anderson | M | 0611 Stafford Valley Suite 504 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Programme researcher, broadcasting/film/video | 1979-01-02 | f614aba8527b750804c5fb3fb37b9d04 | 1,371,960,913 | 26.111868 | -80.798773 | 0 |
6,626 | 2020-06-23 04:15:23 | 3,598,304,579,370,089 | fraud_Koepp-Witting | grocery_pos | 36.7 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | 197f21d404e7edaa70eb7e3e57ec05f0 | 1,371,960,923 | 37.233589 | -97.962716 | 0 |
6,627 | 2020-06-23 04:15:47 | 4,311,368,326,621,416,000 | fraud_Stamm-Witting | shopping_net | 8.58 | Phillip | Delacruz | M | 26678 Lisa Locks Apt. 904 | Iliff | CO | 80,736 | 40.7692 | -103.0968 | 648 | Community arts worker | 1969-09-21 | 68b859fd3aab55af55cf419dbf3f7b54 | 1,371,960,947 | 40.92262 | -102.426831 | 0 |
6,628 | 2020-06-23 04:16:36 | 4,788,103,653,396 | fraud_McDermott-Weimann | grocery_pos | 87.16 | Kristin | Williams | F | 36366 Smith Road | Miamisburg | OH | 45,342 | 39.6321 | -84.2675 | 36,784 | Investment banker, corporate | 1941-07-31 | 1732b162c13c57c7a721c00c268a99ab | 1,371,960,996 | 39.773495 | -84.447802 | 0 |
6,629 | 2020-06-23 04:16:49 | 6,523,180,720,198,790 | fraud_Kozey-Boehm | shopping_net | 98.39 | Alan | Taylor | M | 560 Molina Path | Oakdale | NY | 11,769 | 40.7382 | -73.1297 | 9,506 | Biochemist, clinical | 1953-04-13 | a2edc5523d2dba3681aa5513441da264 | 1,371,961,009 | 40.362535 | -73.374876 | 0 |
6,630 | 2020-06-23 04:17:23 | 4,334,230,547,694,630 | fraud_Tillman, Dickinson and Labadie | gas_transport | 54.43 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | 6e7f46d3889ae78de14926d0acc8b8c0 | 1,371,961,043 | 43.861304 | -110.53547 | 0 |
6,631 | 2020-06-23 04:17:33 | 3,591,919,803,438,423 | fraud_Johnston, Nikolaus and Maggio | grocery_net | 63.59 | Brian | Williams | M | 32941 Krystal Mill Apt. 552 | Titusville | FL | 32,780 | 28.5697 | -80.8191 | 54,767 | Set designer | 1987-07-25 | 9df7e65d189687330ccbe0da2d9a369a | 1,371,961,053 | 29.308941 | -80.886699 | 0 |
6,632 | 2020-06-23 04:17:34 | 4,433,091,568,498,503 | fraud_Koepp-Parker | grocery_pos | 74.79 | Linda | Davis | F | 493 Todd Views | Gaithersburg | MD | 20,882 | 39.2335 | -77.1458 | 135,332 | Clinical biochemist | 1936-03-28 | f04a604d77fc644ed3e538b24ab9723e | 1,371,961,054 | 39.776511 | -77.452565 | 0 |
6,633 | 2020-06-23 04:18:36 | 639,046,421,587 | fraud_Heathcote LLC | shopping_net | 88.03 | Dylan | Bonilla | M | 2497 John Motorway Suite 922 | Leetsdale | PA | 15,056 | 40.5662 | -80.2099 | 1,140 | Administrator, education | 1986-06-20 | c7e14d680a6c1aec5acd8d9d1019f3f9 | 1,371,961,116 | 39.80264 | -81.14327 | 0 |
6,634 | 2020-06-23 04:19:14 | 2,714,019,737,356,678 | fraud_Rau and Sons | grocery_pos | 65.32 | Christina | Moore | F | 542 Finley Ports Apt. 396 | West Finley | PA | 15,377 | 39.9914 | -80.4408 | 724 | Theme park manager | 1995-08-30 | fd5603098333b5778329cacbb39d12f6 | 1,371,961,154 | 39.229132 | -79.832442 | 0 |
6,635 | 2020-06-23 04:19:25 | 213,161,293,389,774 | fraud_Koepp-Witting | grocery_pos | 89.55 | Catherine | Weber | F | 74890 Rodriguez Springs Apt. 540 | West Henrietta | NY | 14,586 | 43.0397 | -77.6871 | 10,256 | Teacher, primary school | 1968-06-24 | 0e8fca81dcf1982ebcd382727329c813 | 1,371,961,165 | 43.008456 | -77.597403 | 0 |
6,636 | 2020-06-23 04:20:10 | 180,011,453,250,192 | fraud_Volkman-Predovic | shopping_net | 88.54 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | 6c4600f14bb88f776ee1d74f85da26a3 | 1,371,961,210 | 41.985651 | -90.208614 | 0 |
6,637 | 2020-06-23 04:22:02 | 30,546,453,310,167 | fraud_Huel-Langworth | misc_net | 390.83 | Nicholas | Tran | M | 672 Randall Burg Suite 551 | Belmont | NH | 3,220 | 43.4512 | -71.489 | 7,430 | Scientist, research (medical) | 1955-01-13 | 5b95f933bd6c61dc2722de95e124dab4 | 1,371,961,322 | 42.725223 | -70.671974 | 0 |
6,638 | 2020-06-23 04:23:27 | 4,855,488,158,131,690,000 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 138.18 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | 21608c787894324ff2f94065e27e6b15 | 1,371,961,407 | 44.200874 | -72.80214 | 0 |
6,639 | 2020-06-23 04:23:40 | 6,011,948,324,228,984 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 269.25 | Mckenzie | Brooks | F | 3872 Matthew Skyway | Paris | MS | 38,949 | 34.1992 | -89.382 | 297 | Administrator, local government | 1961-12-14 | 63b9112fc3cd0e785cf74ae9d429bc8f | 1,371,961,420 | 35.088122 | -88.697688 | 0 |
6,640 | 2020-06-23 04:23:56 | 675,990,301,623 | fraud_Jenkins, Hauck and Friesen | gas_transport | 58.6 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 9b8c47e4f9b4df1960cc3a9eb2cd3b1d | 1,371,961,436 | 40.886809 | -75.582967 | 0 |
6,641 | 2020-06-23 04:24:11 | 6,011,724,471,098,086 | fraud_VonRueden Group | grocery_net | 56.1 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | db9e37be12748eb65c9d930a5986ba57 | 1,371,961,451 | 45.241783 | -117.999443 | 0 |
6,642 | 2020-06-23 04:24:20 | 342,360,239,917,375 | fraud_Raynor, Feest and Miller | gas_transport | 67.31 | Gabriella | Jordan | F | 1299 Joshua Plains | Howes Cave | NY | 12,092 | 42.7045 | -74.3648 | 1,304 | Jewellery designer | 1970-06-09 | 601124a4fc42518c0f3baebf260050a8 | 1,371,961,460 | 42.160051 | -73.619236 | 0 |
6,643 | 2020-06-23 04:24:39 | 3,595,111,028,444,131 | fraud_Kutch LLC | gas_transport | 46.1 | Jeffery | Sanders | M | 5278 Sarah Station Apt. 009 | Cardwell | MO | 63,829 | 36.0434 | -90.2907 | 1,120 | Television floor manager | 1957-04-17 | ed0fe58e3719b72368358700367b2985 | 1,371,961,479 | 36.328062 | -90.395742 | 0 |
6,644 | 2020-06-23 04:24:59 | 4,070,511,711,385,545 | fraud_Reichert, Rowe and Mraz | shopping_net | 742.94 | Stephanie | Hopkins | F | 44089 Carrie Crossing Suite 954 | Falls City | TX | 78,113 | 28.9814 | -98.0156 | 2,435 | Engineer, mining | 1967-04-09 | 73494940c6e3c5036ad9ff32652f4f3f | 1,371,961,499 | 28.844926 | -97.061703 | 0 |
6,645 | 2020-06-23 04:25:02 | 4,452,366,298,769,043 | fraud_Mraz-Herzog | gas_transport | 51.12 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | b318a05d9b466d4405cc28408a22c294 | 1,371,961,502 | 31.69677 | -97.588574 | 0 |
6,646 | 2020-06-23 04:25:03 | 2,242,542,703,101,233 | fraud_Luettgen PLC | gas_transport | 66.05 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | b618a439c8fa880b3333459df8bd9e4c | 1,371,961,503 | 37.72495 | -85.267514 | 0 |
6,647 | 2020-06-23 04:25:12 | 30,029,052,116,970 | fraud_Swaniawski, Bahringer and Ledner | grocery_net | 86.53 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | 62f539f20baae60c03e2c326f1202519 | 1,371,961,512 | 42.223494 | -79.128299 | 0 |
6,648 | 2020-06-23 04:25:46 | 213,124,978,348,176 | fraud_Schultz, Simonis and Little | grocery_pos | 131.89 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | ad2e820d81b8261c23145c3a67ed002b | 1,371,961,546 | 42.290683 | -77.126217 | 0 |
6,649 | 2020-06-23 04:25:50 | 30,551,643,947,183 | fraud_Kerluke PLC | misc_net | 499.9 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 685666b6a647feb817653e467476aa50 | 1,371,961,550 | 35.030706 | -80.657249 | 0 |
6,650 | 2020-06-23 04:26:43 | 4,171,397,999,167,005 | fraud_Gibson-Deckow | entertainment | 9.66 | 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 | f2405e132a750613e4e274d7fccf5233 | 1,371,961,603 | 34.17209 | -81.927426 | 0 |
6,651 | 2020-06-23 04:26:53 | 583,699,482,621 | fraud_Abshire PLC | entertainment | 110.15 | Jennifer | Jones | F | 5572 Kelly Plains Apt. 952 | Waupaca | WI | 54,981 | 44.3481 | -89.1101 | 15,426 | Engineer, civil (contracting) | 1936-07-22 | 59cef45b27089b8a341de2aceeddbe5f | 1,371,961,613 | 43.462629 | -89.671638 | 0 |
6,652 | 2020-06-23 04:29:14 | 6,011,626,928,491,360 | fraud_Pagac LLC | shopping_pos | 9.36 | Heather | Roberts | F | 62934 Maria Cliffs Suite 350 | Bethel Springs | TN | 38,315 | 35.2289 | -88.644 | 3,876 | Senior tax professional/tax inspector | 1960-11-19 | 2ccbf8194ad0579734c706437a160baf | 1,371,961,754 | 36.028184 | -88.07075 | 0 |
6,653 | 2020-06-23 04:30:07 | 3,553,629,419,254,918 | fraud_Smitham-Boehm | grocery_net | 45.89 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | b7cfe3d3051081e8a572967fa9b78aee | 1,371,961,807 | 48.846099 | -121.970409 | 0 |
6,654 | 2020-06-23 04:30:17 | 180,084,576,295,055 | fraud_Reichert, Shanahan and Hayes | shopping_net | 4.45 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | a6b43a9309e210615d76fd78dc008905 | 1,371,961,817 | 29.315243 | -97.417421 | 0 |
6,655 | 2020-06-23 04:31:27 | 180,031,190,491,743 | fraud_Casper, Hand and Zulauf | grocery_pos | 201.77 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | add1d584f712adb585f65e0d7897cb80 | 1,371,961,887 | 30.479291 | -88.474904 | 0 |
6,656 | 2020-06-23 04:31:34 | 581,293,083,266 | fraud_Gislason Group | misc_pos | 33.66 | William | Thomas | M | 39227 Mcpherson Shoals | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Podiatrist | 1989-10-06 | 6bfbc4d2b8e9a98c37445bd7bf697fff | 1,371,961,894 | 35.829278 | -98.006482 | 0 |
6,657 | 2020-06-23 04:31:48 | 6,592,243,974,328,236 | fraud_Tillman, Fritsch and Schmitt | misc_net | 36.43 | Philip | Hart | M | 97405 Vazquez Plains | Montgomery | AL | 36,111 | 32.3374 | -86.2715 | 214,703 | Chemist, analytical | 1994-10-07 | 0dcdbf8586e0d268ed06e741333ead7f | 1,371,961,908 | 32.608349 | -85.88469 | 0 |
6,658 | 2020-06-23 04:31:56 | 375,237,305,371,366 | fraud_Kling Inc | gas_transport | 102.22 | David | Erickson | M | 616 Jimenez Meadow Apt. 701 | East Rochester | NY | 14,445 | 43.1128 | -77.4906 | 8,019 | Retail buyer | 1928-06-26 | 1996970ffc6bbfcd0b52d423bd62fdb4 | 1,371,961,916 | 42.380599 | -76.688038 | 0 |
6,659 | 2020-06-23 04:32:32 | 3,567,697,931,646,329 | fraud_Ferry, Reichel and DuBuque | grocery_net | 14.1 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 9027ca6ff1e145f72f96b513b8eef488 | 1,371,961,952 | 42.016891 | -74.284903 | 0 |
6,660 | 2020-06-23 04:32:39 | 3,512,365,128,314,616 | fraud_Bernhard Inc | gas_transport | 68.96 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 7fc604f65064eab891220203d4df892e | 1,371,961,959 | 39.358715 | -89.945732 | 0 |
6,661 | 2020-06-23 04:33:00 | 4,178,097,073,221,156 | fraud_Mosciski, Gislason and Mertz | grocery_pos | 153.16 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | cc17f76174217b05f319dcb861ef1ae3 | 1,371,961,980 | 42.758451 | -85.927908 | 0 |
6,662 | 2020-06-23 04:33:22 | 30,030,380,240,193 | fraud_Funk Group | grocery_net | 52.57 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | 8407baf6bb7e0e0dcb20ab81cec4eabc | 1,371,962,002 | 29.947278 | -98.943559 | 0 |
6,663 | 2020-06-23 04:33:24 | 4,939,976,756,738,216 | fraud_Skiles-Ankunding | grocery_net | 35.55 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 57eeb7e693864e1538e1db0134d4bc6f | 1,371,962,004 | 25.77583 | -98.831639 | 0 |
6,664 | 2020-06-23 04:34:21 | 2,720,012,583,106,919 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 86.14 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | 0c5a04ccb3a04514bd80e61b18ed069f | 1,371,962,061 | 42.819144 | -101.812112 | 0 |
6,665 | 2020-06-23 04:36:37 | 213,180,742,685,905 | fraud_Hills-Witting | shopping_net | 2.66 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 03a75e508c96cb1f3c7fa80911f8c4b3 | 1,371,962,197 | 40.534559 | -123.860031 | 0 |
6,666 | 2020-06-23 04:37:25 | 3,501,509,250,702,469 | fraud_Rohan, White and Aufderhar | misc_net | 170.42 | Frank | Anderson | M | 0611 Stafford Valley Suite 504 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Programme researcher, broadcasting/film/video | 1979-01-02 | 29ff9c412a535f72ad83a436ca41b7e5 | 1,371,962,245 | 25.622424 | -80.904857 | 0 |
6,667 | 2020-06-23 04:37:56 | 345,832,460,465,610 | fraud_Larson-Moen | entertainment | 149.42 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | 6430a346ed2692c567f8cfcd16811379 | 1,371,962,276 | 39.099472 | -76.539409 | 0 |
6,668 | 2020-06-23 04:38:05 | 4,294,040,533,480,516 | fraud_Rodriguez Group | gas_transport | 75.34 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | a0d43bbaf960d7853e2b285e25cf4fa2 | 1,371,962,285 | 33.234427 | -81.47675 | 0 |
6,669 | 2020-06-23 04:38:26 | 38,014,427,445,058 | fraud_Monahan, Bogisich and Ledner | misc_pos | 9.34 | Sonya | Jensen | F | 4470 Jillian Courts | Adams | WI | 53,910 | 43.8967 | -89.8219 | 3,508 | Sport and exercise psychologist | 1946-08-11 | 91f856f59112cef33312708e8156a00b | 1,371,962,306 | 44.864003 | -88.858633 | 0 |
6,670 | 2020-06-23 04:38:32 | 3,567,697,931,646,329 | fraud_Bernhard Inc | gas_transport | 45.78 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 46866be196f63f5a32b378adaa0c4747 | 1,371,962,312 | 41.873848 | -74.386871 | 0 |
6,671 | 2020-06-23 04:38:52 | 377,993,105,397,617 | fraud_Schumm, Bauch and Ondricka | grocery_pos | 55.56 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | a65d6e56a25abc5ac8b18f958a810d43 | 1,371,962,332 | 44.820538 | -87.545923 | 0 |
6,672 | 2020-06-23 04:38:53 | 180,068,353,086,472 | fraud_Moore, Dibbert and Koepp | misc_net | 14.51 | Melissa | Flores | F | 7529 Carter Well Suite 262 | Huntington Beach | CA | 92,648 | 33.6773 | -118.0051 | 190,249 | Therapist, horticultural | 1976-09-17 | 849a48d14aac9be266e17ecd7cc8ed20 | 1,371,962,333 | 34.434245 | -117.243298 | 0 |
6,673 | 2020-06-23 04:39:46 | 630,425,673,344 | fraud_Wisozk and Sons | misc_pos | 5.58 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | 74e2c8bf224d5725967b9cbf614927df | 1,371,962,386 | 37.536874 | -79.732085 | 0 |
6,674 | 2020-06-23 04:40:20 | 6,592,243,974,328,236 | fraud_Stroman, Hudson and Erdman | gas_transport | 51.92 | Philip | Hart | M | 97405 Vazquez Plains | Montgomery | AL | 36,111 | 32.3374 | -86.2715 | 214,703 | Chemist, analytical | 1994-10-07 | 06b5a8847c88a45455ba64e77b570781 | 1,371,962,420 | 31.650198 | -87.178873 | 0 |
6,675 | 2020-06-23 04:40:23 | 4,586,260,469,584 | fraud_Reichert, Rowe and Mraz | shopping_net | 6.07 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | dac0f4f9f0be7861bab9657a7b057e5b | 1,371,962,423 | 40.000305 | -95.918773 | 0 |
6,676 | 2020-06-23 04:40:32 | 376,028,110,684,021 | fraud_Christiansen-Gusikowski | misc_pos | 30.9 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | d48ccce22de4c76a26838d3765484bb4 | 1,371,962,432 | 40.651468 | -92.407095 | 0 |
6,677 | 2020-06-23 04:40:33 | 3,568,255,211,412,877 | fraud_Schultz, Simonis and Little | grocery_pos | 24.35 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 2af71dc05d23b502524d0c674fe96ecb | 1,371,962,433 | 41.006338 | -85.476272 | 0 |
6,678 | 2020-06-23 04:40:34 | 6,554,245,334,757,802 | fraud_Cormier LLC | shopping_net | 49.44 | Monique | Robinson | F | 07712 Marcus Divide Apt. 831 | Laguna Hills | CA | 92,637 | 33.615 | -117.7114 | 45,303 | Sales executive | 1969-12-22 | 17a52a7e2c06be0fb4be46c1c9476d81 | 1,371,962,434 | 33.641266 | -116.808951 | 0 |
6,679 | 2020-06-23 04:40:34 | 2,260,801,330,657,968 | fraud_Metz-Boehm | shopping_pos | 5.05 | Monique | Fox | F | 755 Gardner Heights Apt. 420 | Paxton | MA | 1,612 | 42.3066 | -71.9202 | 4,845 | Accounting technician | 1926-09-14 | 6628f224ded7caa98c56ac1c8582ec7a | 1,371,962,434 | 42.113874 | -71.501231 | 0 |
6,680 | 2020-06-23 04:40:52 | 4,229,733,778,084,049 | fraud_Collier Inc | grocery_net | 44.33 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | 9c6f40911ad4cb8f1c79225491e3f3a0 | 1,371,962,452 | 36.861027 | -85.645784 | 0 |
6,681 | 2020-06-23 04:40:58 | 213,186,334,552,049 | fraud_Bailey-Morar | grocery_pos | 101.07 | Andrea | Perkins | F | 37426 Olson Villages | Irvine | PA | 16,329 | 41.8117 | -79.2643 | 528 | Chief Marketing Officer | 1972-09-13 | 14a788bdfe0d286d69044011cafd8f1b | 1,371,962,458 | 42.706027 | -80.245689 | 0 |
6,682 | 2020-06-23 04:42:07 | 36,153,880,429,415 | fraud_McCullough, Hudson and Schuster | food_dining | 180.11 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | 2c4189eaaf91ef8920eb025802894b7e | 1,371,962,527 | 28.90592 | -81.39564 | 0 |
6,683 | 2020-06-23 04:43:14 | 4,079,773,899,158 | fraud_Kihn, Abernathy and Douglas | shopping_net | 303.7 | Eric | Preston | M | 7020 Doyle Stream Apt. 951 | Mesa | ID | 83,643 | 44.6255 | -116.4493 | 129 | Cartographer | 1965-12-15 | 631b0a3824ade68c9b3b03c6ae0c7109 | 1,371,962,594 | 43.829699 | -115.465849 | 0 |
6,684 | 2020-06-23 04:43:33 | 4,400,011,257,587,662,000 | fraud_Eichmann, Bogan and Rodriguez | gas_transport | 60.41 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 277c29d65f37c056c06615f494ed266d | 1,371,962,613 | 41.203866 | -98.778672 | 0 |
6,685 | 2020-06-23 04:44:02 | 376,445,266,762,684 | fraud_Schamberger-O'Keefe | grocery_pos | 88.14 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | a3dd48611ac9f01fed4a94c5463ac14f | 1,371,962,642 | 41.119243 | -101.238734 | 0 |
6,686 | 2020-06-23 04:45:03 | 346,273,234,529,002 | fraud_Mante Group | misc_net | 6.72 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | 1c972d4582a8419f568e5410c7544e06 | 1,371,962,703 | 38.722277 | -80.997192 | 0 |
6,687 | 2020-06-23 04:45:31 | 4,173,950,183,554,608 | fraud_Doyle Ltd | grocery_pos | 34.11 | Stephen | Marshall | M | 47144 Roberts Keys | Monmouth Beach | NJ | 7,750 | 40.333 | -73.9809 | 3,279 | Health promotion specialist | 1978-10-05 | 204b92a459a1fc091e981469f895e58b | 1,371,962,731 | 41.049173 | -74.243009 | 0 |
6,688 | 2020-06-23 04:45:44 | 4,099,707,841,315,751 | fraud_Wolf Inc | grocery_pos | 42.48 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 47148cfcd374ef3c77157cb1c5c1a716 | 1,371,962,744 | 37.364429 | -78.693676 | 0 |
6,689 | 2020-06-23 04:46:07 | 4,681,699,462,969 | fraud_Cartwright-Harris | grocery_pos | 54.06 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | d9aaee771735763e95743895c67ed2b0 | 1,371,962,767 | 36.737755 | -85.533683 | 0 |
6,690 | 2020-06-23 04:46:29 | 3,560,246,577,314,524 | fraud_Kerluke PLC | misc_net | 1.62 | Sarah | Scott | F | 03090 Fisher Forges Apt. 200 | Wichita | KS | 67,216 | 37.6223 | -97.3136 | 409,656 | Textile designer | 1930-10-21 | 0e269e78433e3ed6cfc564c629a17b40 | 1,371,962,789 | 38.615434 | -97.203607 | 0 |
6,691 | 2020-06-23 04:47:01 | 36,913,587,729,122 | fraud_Wuckert-Walter | grocery_net | 57.19 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 9323f30993e5a5c0fc6e907199a99f37 | 1,371,962,821 | 43.381054 | -115.849515 | 0 |
6,692 | 2020-06-23 04:47:08 | 4,467,456,915,153,312,300 | fraud_Herman Inc | misc_pos | 7.02 | Rita | Myers | F | 75703 Hernandez Corner Suite 348 | Tampa | FL | 33,620 | 28.06 | -82.4079 | 717,255 | Waste management officer | 1966-09-16 | c76f1020b208de2f5ee2480b677d1009 | 1,371,962,828 | 27.589901 | -82.631297 | 0 |
6,693 | 2020-06-23 04:47:29 | 4,587,577,161,160,601 | fraud_Kutch and Sons | grocery_pos | 85.18 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 4032adb8668347aeeeb17136b54149e2 | 1,371,962,849 | 43.279696 | -69.522413 | 0 |
6,694 | 2020-06-23 04:48:03 | 4,981,132,848,794 | fraud_Beier-Hyatt | shopping_pos | 9.74 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 51ee55bf6e2313118ec563ae5c1d7474 | 1,371,962,883 | 40.992331 | -81.812627 | 0 |
6,695 | 2020-06-23 04:48:14 | 4,640,395,708,703 | fraud_Botsford Ltd | shopping_pos | 9.25 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | 2f1f165fdb4f765f78da8868100cd7e8 | 1,371,962,894 | 31.613552 | -92.201259 | 0 |
6,696 | 2020-06-23 04:48:26 | 3,566,094,707,272,327 | fraud_Stroman, Hudson and Erdman | gas_transport | 84.52 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | d7253c3133c24ed9b8802126dfade80d | 1,371,962,906 | 33.506954 | -117.866851 | 0 |
6,697 | 2020-06-23 04:48:33 | 30,263,540,414,123 | fraud_Labadie, Treutel and Bode | shopping_net | 9.26 | Erik | Patterson | M | 162 Jessica Row Apt. 072 | Hatch | UT | 84,735 | 37.7175 | -112.4777 | 258 | Geoscientist | 1961-11-24 | 7265cd41844d368e4e8e3ae92d97e48b | 1,371,962,913 | 37.738026 | -111.589792 | 0 |
6,698 | 2020-06-23 04:49:53 | 2,291,163,933,867,244 | fraud_Beier-Hyatt | shopping_pos | 4.04 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | d448d687f28c3fd2880e53ff436d2d6c | 1,371,962,993 | 34.279936 | -81.667588 | 0 |
6,699 | 2020-06-23 04:50:53 | 3,514,897,282,719,543 | fraud_Macejkovic-Lesch | shopping_pos | 7.56 | Steven | Faulkner | M | 841 Cheryl Centers Suite 115 | Farmington | NY | 14,425 | 42.958 | -77.3083 | 10,717 | Cytogeneticist | 1952-10-13 | b40f48bd4f986a862400a827815ab8ae | 1,371,963,053 | 43.91908 | -76.628845 | 0 |
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