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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,286,800 | 2020-06-17 01:56:08 | 6,011,679,934,075,347 | fraud_Rowe, Batz and Goodwin | grocery_pos | 73.92 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | 1086536e75e6ab6d50d401260d652f7f | 1,371,434,168 | 41.146853 | -106.642491 | 0 |
1,286,801 | 2020-06-17 01:56:59 | 4,561,892,980,175 | fraud_Little, Gutmann and Lynch | shopping_net | 2.72 | Jacqueline | Allen | F | 166 Lisa Fords | Greenwood | IN | 46,143 | 39.596 | -86.1309 | 78,968 | Financial adviser | 1968-02-10 | dcdaaec24631d13a9fddf5bc3c503827 | 1,371,434,219 | 38.715228 | -86.020066 | 0 |
1,286,802 | 2020-06-17 01:57:00 | 4,997,733,566,924,489 | fraud_Conroy-Cruickshank | gas_transport | 75.59 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | aaef7b0f0bd9de99e6eaef86ecf10330 | 1,371,434,220 | 45.981846 | -93.871348 | 0 |
1,286,803 | 2020-06-17 01:59:17 | 630,484,879,808 | fraud_Friesen Inc | shopping_pos | 116.4 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | a2aae0b55ad1aee8d7a0eb2a4770cfff | 1,371,434,357 | 35.902478 | -119.605105 | 0 |
1,286,804 | 2020-06-17 02:03:36 | 630,484,879,808 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 147.8 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | bfc9bd26d08fd5dd3d5e9ce6c0c9b060 | 1,371,434,616 | 36.918838 | -119.951959 | 0 |
1,286,805 | 2020-06-17 02:03:57 | 4,610,050,989,831,291 | fraud_Spencer-Runolfsson | misc_pos | 37.95 | James | Lynch | M | 5155 Mary Common Apt. 927 | Utica | PA | 16,362 | 41.4798 | -79.9403 | 1,102 | Garment/textile technologist | 1989-07-08 | 8738e3e96a6fcf2cc2350bb56faddfcb | 1,371,434,637 | 41.205094 | -80.92646 | 0 |
1,286,806 | 2020-06-17 02:04:09 | 4,550,599,031,376,731 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 117.24 | Angela | West | F | 9471 Wong Islands | Mansfield | OH | 44,902 | 40.7559 | -82.5123 | 92,985 | Press photographer | 1968-05-29 | c1e887fe9c0bf43a5552d8e1bfba1a48 | 1,371,434,649 | 41.295102 | -82.827906 | 0 |
1,286,807 | 2020-06-17 02:04:28 | 4,651,007,077,623,147 | fraud_Schaefer, Maggio and Daugherty | gas_transport | 53.01 | Andrea | Lewis | F | 43075 Cohen Shoals | Ashford | WA | 98,304 | 46.7531 | -121.9898 | 759 | Video editor | 1956-09-14 | da467aec95af139b846a89ecf668b766 | 1,371,434,668 | 47.165185 | -121.167269 | 0 |
1,286,808 | 2020-06-17 02:05:38 | 30,371,006,069,917 | fraud_Luettgen PLC | gas_transport | 75.52 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 6e045357cb45d7fe560b9af97b9b63cc | 1,371,434,738 | 38.962419 | -89.646194 | 0 |
1,286,809 | 2020-06-17 02:06:33 | 30,026,790,933,302 | fraud_Mosciski, Gislason and Mertz | grocery_pos | 93.02 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | aef8f5b1098d097c938b5f8fd57142e4 | 1,371,434,793 | 32.111448 | -91.420705 | 0 |
1,286,810 | 2020-06-17 02:07:19 | 4,260,059,589,824,237 | fraud_O'Keefe-Hudson | grocery_pos | 133.69 | Aaron | Rogers | M | 969 Huerta Path Apt. 270 | Valentine | NE | 69,201 | 42.8062 | -100.6215 | 4,005 | Network engineer | 1945-03-15 | a414cc28539097823cfcd6f89959ce25 | 1,371,434,839 | 42.898632 | -101.576626 | 0 |
1,286,811 | 2020-06-17 02:07:40 | 5,152,054,598,359,927 | fraud_Kohler, Lindgren and Koelpin | grocery_net | 46.71 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 5e6887038572050a0e30a714aaee0234 | 1,371,434,860 | 29.890424 | -90.932299 | 0 |
1,286,812 | 2020-06-17 02:09:32 | 4,102,003,771,126,577,700 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 65.86 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | 0561a85b1c48d2f1a1560aeb6a937fc6 | 1,371,434,972 | 32.343084 | -98.240822 | 0 |
1,286,813 | 2020-06-17 02:09:42 | 3,598,304,579,370,089 | fraud_Kling Inc | gas_transport | 70.21 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | 5a60631c95a85f1d18f45c6d8cd57acc | 1,371,434,982 | 36.987529 | -96.236794 | 0 |
1,286,814 | 2020-06-17 02:10:15 | 639,023,984,367 | fraud_Christiansen, Goyette and Schamberger | gas_transport | 56.99 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 9658c4843aca93311167582d142ceb6d | 1,371,435,015 | 44.511169 | -74.116473 | 0 |
1,286,815 | 2020-06-17 02:11:33 | 2,358,122,155,477,959 | fraud_Kris-Padberg | shopping_pos | 7.66 | Mike | Tran | M | 17355 Mendoza Bypass Suite 059 | Linthicum Heights | MD | 21,090 | 39.2092 | -76.6681 | 9,784 | Conservator, furniture | 1924-10-30 | 240788841f8ce6321a69ee820f6c3c6e | 1,371,435,093 | 39.578162 | -76.09106 | 0 |
1,286,816 | 2020-06-17 02:12:03 | 3,559,160,581,764,413 | fraud_Raynor, Reinger and Hagenes | gas_transport | 77.64 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | d97e8368cd4cb63a7757002c799c0056 | 1,371,435,123 | 41.884086 | -79.391648 | 0 |
1,286,817 | 2020-06-17 02:13:02 | 30,376,238,035,123 | fraud_Metz-Boehm | shopping_pos | 168.88 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | ca03dd03b299c3e967f3b9a3e0bf4efe | 1,371,435,182 | 42.838497 | -124.176704 | 0 |
1,286,818 | 2020-06-17 02:13:34 | 378,904,938,837,132 | fraud_Erdman-Kertzmann | gas_transport | 63.89 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | 378ba314c9bfcbf29bf644cbbf5d7a12 | 1,371,435,214 | 35.719772 | -99.282591 | 0 |
1,286,819 | 2020-06-17 02:14:57 | 3,562,679,455,732,797 | fraud_Friesen-Stamm | gas_transport | 73.26 | Amanda | Jones | F | 7320 Jennifer Forges | Queenstown | MD | 21,658 | 39.0026 | -76.1424 | 3,862 | Maintenance engineer | 1962-12-06 | 57615dee5d742577d785c0ea97140786 | 1,371,435,297 | 39.925252 | -75.962379 | 0 |
1,286,820 | 2020-06-17 02:16:04 | 3,518,758,680,062,249 | fraud_Luettgen PLC | gas_transport | 101.53 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | 68ec74899ce48e0e3a982d42fb006ff3 | 1,371,435,364 | 38.929453 | -109.002398 | 0 |
1,286,821 | 2020-06-17 02:18:01 | 3,531,129,874,770,000 | fraud_Monahan, Bogisich and Ledner | misc_pos | 7.92 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 01d25bb281549c0664b7270b45d21ef2 | 1,371,435,481 | 43.632079 | -72.098131 | 0 |
1,286,822 | 2020-06-17 02:19:21 | 4,450,831,335,606,294 | fraud_Flatley-Durgan | misc_net | 4.86 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | 584a0acc2eb116036f91085fb85b7f71 | 1,371,435,561 | 35.19718 | -94.442078 | 0 |
1,286,823 | 2020-06-17 02:19:39 | 571,465,035,400 | fraud_Kuhic Inc | grocery_pos | 96.26 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | 11774130aacea70ec11dfb4cac24b27f | 1,371,435,579 | 43.719357 | -108.303843 | 0 |
1,286,824 | 2020-06-17 02:19:49 | 639,077,309,909 | fraud_Auer-Mosciski | grocery_pos | 97.28 | Justin | Carter | M | 853 Miller Bypass Suite 802 | Broomfield | CO | 80,021 | 39.8854 | -105.1139 | 92,337 | Engineer, electronics | 1967-10-18 | ff3f7860815a4e933f6879bf9c35f80a | 1,371,435,589 | 39.659877 | -105.610271 | 0 |
1,286,825 | 2020-06-17 02:22:40 | 4,393,520,897,625 | fraud_Stamm-Witting | shopping_net | 100.37 | Charles | Rodriguez | M | 240 Tracy Forges | Easton | KS | 66,020 | 39.3391 | -95.0999 | 1,442 | Air broker | 1982-05-20 | 5617a7e74c8f9ae2fe97201cd34571ac | 1,371,435,760 | 38.988045 | -95.130114 | 0 |
1,286,826 | 2020-06-17 02:23:01 | 2,286,236,465,059,468 | fraud_Little, Gutmann and Lynch | shopping_net | 2.04 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | f29bc65b7d37d09c5d4038eaaf161479 | 1,371,435,781 | 38.361616 | -94.921385 | 0 |
1,286,827 | 2020-06-17 02:23:01 | 6,011,934,240,159,560 | fraud_Medhurst PLC | shopping_net | 82.85 | Joshua | Cohen | M | 426 Mark Ports | Brooklin | ME | 4,616 | 44.2541 | -68.5565 | 824 | Loss adjuster, chartered | 1974-11-02 | e9f74622a31f0d5086f9804a6592bb88 | 1,371,435,781 | 45.226099 | -67.668616 | 0 |
1,286,828 | 2020-06-17 02:26:21 | 213,174,467,670,432 | fraud_Rodriguez Group | gas_transport | 56.24 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | b79e96c2ddd24618e56d3af0796441eb | 1,371,435,981 | 40.27027 | -76.255644 | 0 |
1,286,829 | 2020-06-17 02:26:58 | 3,506,040,590,383,211 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 93.25 | Michael | Orozco | M | 13956 Hughes Causeway Suite 124 | Alder | MT | 59,710 | 45.1939 | -112.0568 | 286 | Chief of Staff | 1989-03-09 | d7019f537807739d48ef059a28ebbfa3 | 1,371,436,018 | 44.357313 | -112.195909 | 0 |
1,286,830 | 2020-06-17 02:28:48 | 3,527,536,963,490,470 | fraud_Bruen-Yost | misc_pos | 773.46 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | c33e24941b251741569ab9c383215a6d | 1,371,436,128 | 32.263804 | -80.864524 | 1 |
1,286,831 | 2020-06-17 02:28:49 | 676,234,256,292 | fraud_Roob LLC | grocery_net | 45.9 | David | Vasquez | M | 06539 Gregory Mountains Suite 029 | Parker Dam | CA | 92,267 | 34.298 | -114.156 | 126 | Marketing executive | 1992-10-07 | 980b4084d7faeb598780a307058bd660 | 1,371,436,129 | 33.345247 | -113.371058 | 0 |
1,286,832 | 2020-06-17 02:28:54 | 4,334,230,547,694,630 | fraud_Schmitt Inc | gas_transport | 47.48 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | fd7ae0c8ce2695b91fdbed5261b108e8 | 1,371,436,134 | 43.596061 | -110.510163 | 0 |
1,286,833 | 2020-06-17 02:31:26 | 4,116,554,952,971,686 | fraud_Erdman-Kertzmann | gas_transport | 72.25 | Bridget | Bowen | F | 49120 Regina Island Apt. 170 | Port Saint Lucie | FL | 34,953 | 27.2625 | -80.3793 | 181,438 | Primary school teacher | 1934-03-19 | 85a7ece0646dde0a3f4eebf0ae93369c | 1,371,436,286 | 27.640468 | -80.226739 | 0 |
1,286,834 | 2020-06-17 02:33:20 | 348,789,608,637,806 | fraud_Denesik and Sons | shopping_pos | 8.78 | Megan | Murphy | F | 53696 Laura Radial | Holstein | NE | 68,950 | 40.4542 | -98.6538 | 331 | Telecommunications researcher | 1950-08-19 | b59e77388fab21e7241821e17104cc78 | 1,371,436,400 | 40.261119 | -97.977927 | 0 |
1,286,835 | 2020-06-17 02:33:49 | 344,342,339,068,828 | fraud_Bernhard, Grant and Langworth | shopping_pos | 69.53 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | af4585b9b632e72f4e9b37b50f5f5059 | 1,371,436,429 | 31.01646 | -82.047241 | 0 |
1,286,836 | 2020-06-17 02:34:03 | 2,720,894,374,956,739 | fraud_Pouros-Haag | shopping_pos | 5.33 | Audrey | Hickman | F | 3325 Gregory Square | Mount Clemens | MI | 48,043 | 42.5978 | -82.8823 | 16,305 | Psychologist, sport and exercise | 1927-05-25 | d4032709043c16caa651b0493a372f90 | 1,371,436,443 | 43.541861 | -81.99391 | 0 |
1,286,837 | 2020-06-17 02:34:15 | 4,239,436,242,473 | fraud_Berge LLC | gas_transport | 63.13 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | cd1c08c3d9e010412e16998be1b55f87 | 1,371,436,455 | 39.07367 | -77.460516 | 0 |
1,286,838 | 2020-06-17 02:34:35 | 3,560,725,013,359,375 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 108.21 | Brooke | Smith | F | 63542 Luna Brook Apt. 012 | Notrees | TX | 79,759 | 31.8599 | -102.7413 | 23 | Cytogeneticist | 1969-09-15 | fe1bd287e611ed27cc96206cf100885e | 1,371,436,475 | 31.169433 | -101.890687 | 0 |
1,286,839 | 2020-06-17 02:35:57 | 180,011,453,250,192 | fraud_Kunde-Sanford | misc_net | 120.59 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | 92f539724af3a081eeab6ae33d423e02 | 1,371,436,557 | 40.369537 | -90.846323 | 0 |
1,286,840 | 2020-06-17 02:35:57 | 4,103,158,249,977 | fraud_Eichmann, Bogan and Rodriguez | gas_transport | 71.47 | Christopher | Adkins | M | 3512 Knight Center | Lorenzo | TX | 79,343 | 33.6666 | -101.5277 | 1,571 | Petroleum engineer | 1982-06-27 | 8e6ee38bab31361c29da760df762f318 | 1,371,436,557 | 32.98253 | -101.235065 | 0 |
1,286,841 | 2020-06-17 02:36:13 | 213,125,815,021,702 | fraud_Watsica, Haag and Considine | shopping_pos | 2.37 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | 3a5f21ac5ac7006ab8322c30572dbf77 | 1,371,436,573 | 42.671301 | -73.817254 | 0 |
1,286,842 | 2020-06-17 02:36:16 | 180,036,456,789,979 | fraud_Mraz-Herzog | gas_transport | 40.37 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 637ad1d1d80148f353fde3c55d763b5f | 1,371,436,576 | 42.698534 | -90.939197 | 0 |
1,286,843 | 2020-06-17 02:36:28 | 377,654,590,313,960 | fraud_Parisian, Schiller and Altenwerth | misc_net | 114.42 | Lawrence | Davis | M | 7421 Serrano Lane Apt. 580 | Powell | TN | 37,849 | 36.0435 | -84.04 | 25,459 | Teacher, special educational needs | 1969-02-22 | 0b9a66bed93ccfa205f213f7e4ec3ddb | 1,371,436,588 | 35.680938 | -83.092194 | 0 |
1,286,844 | 2020-06-17 02:36:44 | 30,235,438,713,303 | fraud_Corwin-Collins | gas_transport | 82.14 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 5f57055d15370e609602290ad8a1c8cc | 1,371,436,604 | 38.815417 | -81.81821 | 0 |
1,286,845 | 2020-06-17 02:37:34 | 2,252,055,259,910,912 | fraud_Christiansen, Goyette and Schamberger | gas_transport | 76.88 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | d7edba985c4b58cdf21bb123344ffe4e | 1,371,436,654 | 44.744299 | -89.64902 | 0 |
1,286,846 | 2020-06-17 02:37:42 | 2,235,613,922,823,698 | fraud_Kutch-Hegmann | grocery_net | 31.69 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 4aa8ce92b339971f48da36403670d8bb | 1,371,436,662 | 43.104912 | -104.591062 | 0 |
1,286,847 | 2020-06-17 02:38:13 | 3,586,955,669,388,457 | fraud_Marks Inc | gas_transport | 67.29 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | ee885e573a4759da0e782a84109419d2 | 1,371,436,693 | 41.228734 | -78.271352 | 0 |
1,286,848 | 2020-06-17 02:39:02 | 180,040,027,502,291 | fraud_Jacobi and Sons | shopping_pos | 8.14 | Mary | Schmidt | F | 022 Moore Island | New York City | NY | 10,162 | 40.7699 | -73.9511 | 1,577,385 | Audiological scientist | 1957-12-29 | 184501812d3a024951f4111308dfd837 | 1,371,436,742 | 40.711889 | -73.543988 | 0 |
1,286,849 | 2020-06-17 02:39:17 | 213,112,402,583,773 | fraud_Kutch and Sons | grocery_pos | 62.71 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | f2f149873425887bbd067598c806580e | 1,371,436,757 | 34.89476 | -81.726084 | 0 |
1,286,850 | 2020-06-17 02:39:30 | 342,319,985,983,023 | fraud_Hackett-Lueilwitz | grocery_pos | 324.06 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 6d8c17c375a7f86b731133ce60b60edd | 1,371,436,770 | 42.540338 | -75.32716 | 1 |
1,286,851 | 2020-06-17 02:39:51 | 675,961,917,837 | fraud_Bernhard, Grant and Langworth | shopping_pos | 8.78 | Christopher | Cummings | M | 478 George Course Apt. 056 | Sprague | NE | 68,438 | 40.6267 | -96.7456 | 142 | Chiropodist | 1967-08-24 | 3ade3d06ec27bac96448dfaf23efe4ce | 1,371,436,791 | 40.72748 | -97.477495 | 0 |
1,286,852 | 2020-06-17 02:40:02 | 4,155,021,259,183,870 | fraud_Streich, Hansen and Veum | gas_transport | 67.44 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | d4ed7d4af1807fa8308dc0f217f0d25c | 1,371,436,802 | 34.951155 | -99.425958 | 0 |
1,286,853 | 2020-06-17 02:40:42 | 342,351,256,941,125 | fraud_Dickinson-Rempel | misc_pos | 391.66 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | c708ae8e80bb1450e2ee0fc1ecaaceba | 1,371,436,842 | 33.566766 | -84.11171 | 0 |
1,286,854 | 2020-06-17 02:42:59 | 4,301,028,321,766,222,300 | fraud_Kilback LLC | grocery_pos | 103.08 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | 179e9d23d3c9d6abd42e030b96306ae0 | 1,371,436,979 | 40.677132 | -80.837179 | 0 |
1,286,855 | 2020-06-17 02:44:51 | 6,547,670,341,037,171 | fraud_Hudson-Grady | shopping_pos | 9.28 | Bryce | Joseph | M | 148 Baker Field | Chester Heights | PA | 19,017 | 39.8839 | -75.4669 | 348 | Management consultant | 1945-05-05 | c555fe5c2f1ada93ac54ad811efd5850 | 1,371,437,091 | 39.754269 | -75.895046 | 0 |
1,286,856 | 2020-06-17 02:45:33 | 4,277,232,699,798,846 | fraud_Block-Parisian | misc_net | 8.33 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | 0e56ff9a0c946aa1b2fd0ce6bb9c45a9 | 1,371,437,133 | 45.870832 | -104.218717 | 0 |
1,286,857 | 2020-06-17 02:45:37 | 213,124,978,348,176 | fraud_Corwin-Collins | gas_transport | 45.03 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | 19fa85fb942baaa1983de724b9112d99 | 1,371,437,137 | 41.444785 | -78.773683 | 0 |
1,286,858 | 2020-06-17 02:47:14 | 180,047,222,886,866 | fraud_Rodriguez Group | gas_transport | 44.96 | Christine | Shaffer | F | 14017 Thomas Plaza | Loami | IL | 62,661 | 39.6704 | -89.8588 | 1,213 | English as a foreign language teacher | 1991-04-22 | 667f4c94dd89bd640075d962f9cd3b67 | 1,371,437,234 | 38.939094 | -88.965819 | 0 |
1,286,859 | 2020-06-17 02:47:44 | 376,944,481,517,097 | fraud_Flatley Group | misc_pos | 66 | Tiffany | Stephens | F | 1447 Ryan Lodge | Grand Bay | AL | 36,541 | 30.4983 | -88.3282 | 15,647 | Scientist, physiological | 1957-12-26 | 1807b172c6b1dac2c69df0da81efd0d7 | 1,371,437,264 | 29.845666 | -87.70319 | 0 |
1,286,860 | 2020-06-17 02:49:29 | 4,220,495,028,289,516,500 | fraud_Emard Inc | gas_transport | 83.64 | Bethany | Andrade | F | 7898 Wanda Springs | Corona | CA | 92,882 | 33.8419 | -117.6043 | 233,717 | Wellsite geologist | 1966-05-22 | aa51ca27ca188184c8650c16d8d9bd43 | 1,371,437,369 | 33.288459 | -116.856373 | 0 |
1,286,861 | 2020-06-17 02:50:54 | 4,988,304,376,504 | fraud_Schaefer, McGlynn and Bosco | gas_transport | 107.87 | William | Thompson | M | 977 Rita Grove Apt. 000 | Rock Tavern | NY | 12,575 | 41.4575 | -74.1659 | 2,258 | Building surveyor | 1937-03-17 | 0f49390b9f1dffea6111d9af76d5b328 | 1,371,437,454 | 40.845343 | -73.198291 | 0 |
1,286,862 | 2020-06-17 02:51:08 | 4,826,655,832,045,236 | fraud_Brown PLC | misc_net | 1.03 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | 07c492e6252d04997d6d8a25cd48f521 | 1,371,437,468 | 42.650697 | -69.306781 | 0 |
1,286,863 | 2020-06-17 02:52:09 | 4,981,132,848,794 | fraud_Huel, Hammes and Witting | grocery_pos | 189.78 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 2e19c3bdde4119467053acd3dde113f5 | 1,371,437,529 | 40.016698 | -81.868404 | 0 |
1,286,864 | 2020-06-17 02:52:49 | 4,048,508,450,704,760 | fraud_Kutch Group | grocery_net | 36.46 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | d43bb6067e424b49fb47480e68d59581 | 1,371,437,569 | 40.869687 | -98.772002 | 0 |
1,286,865 | 2020-06-17 02:53:22 | 501,831,082,224 | fraud_Luettgen PLC | gas_transport | 31.98 | Corey | Jones | M | 709 George Underpass Apt. 080 | West Decatur | PA | 16,878 | 40.9493 | -78.3129 | 1,762 | Armed forces logistics/support/administrative officer | 1962-05-04 | 776386640c1e803fa93ea82b39dc5080 | 1,371,437,602 | 40.340228 | -78.409816 | 0 |
1,286,866 | 2020-06-17 02:54:32 | 213,173,753,804,333 | fraud_Cruickshank-Mills | entertainment | 11.94 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | 2a858308a325949489f527eeaba45435 | 1,371,437,672 | 41.721858 | -87.491655 | 0 |
1,286,867 | 2020-06-17 02:54:58 | 3,549,202,406,645,667 | fraud_Gerlach Inc | shopping_net | 2.59 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | 8f96d7e1f48e93e24b8aa5e632f9641b | 1,371,437,698 | 44.373117 | -69.387402 | 0 |
1,286,868 | 2020-06-17 02:55:36 | 3,565,414,434,959,494 | fraud_Nienow PLC | entertainment | 49.39 | Ryan | Arnold | M | 2056 Michael Wells Apt. 348 | Prairie Creek | IN | 47,869 | 39.4336 | -87.4101 | 137 | Materials engineer | 1967-03-12 | 9493c06b3acb392dd2117ca596b803b3 | 1,371,437,736 | 39.089139 | -86.647929 | 0 |
1,286,869 | 2020-06-17 02:56:30 | 4,503,101,193,493,053,000 | fraud_Reilly, Heaney and Cole | gas_transport | 59.68 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | 68ac746ab8707ddd6f9caecf21e16089 | 1,371,437,790 | 27.864225 | -82.51714 | 0 |
1,286,870 | 2020-06-17 02:56:31 | 3,514,897,282,719,543 | fraud_Bradtke PLC | grocery_pos | 82.21 | Steven | Faulkner | M | 841 Cheryl Centers Suite 115 | Farmington | NY | 14,425 | 42.958 | -77.3083 | 10,717 | Cytogeneticist | 1952-10-13 | ea8061a7d20adbeb835010a98016083b | 1,371,437,791 | 42.130769 | -76.400342 | 0 |
1,286,871 | 2020-06-17 02:56:43 | 4,344,955,088,481,397 | fraud_VonRueden Group | grocery_net | 56.16 | Christopher | Rodgers | M | 30587 Fox Shores Apt. 627 | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Communications engineer | 1976-09-29 | 3452efa447113169b5c80738c46d68ed | 1,371,437,803 | 40.433962 | -80.08502 | 0 |
1,286,872 | 2020-06-17 02:56:55 | 3,589,255,887,819,806 | fraud_Streich, Hansen and Veum | gas_transport | 57.3 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 978bcb8e4628259a86aed02555b4f8d0 | 1,371,437,815 | 39.772179 | -78.172775 | 0 |
1,286,873 | 2020-06-17 02:56:55 | 2,222,001,896,600,109 | fraud_Balistreri-Nader | misc_pos | 688.98 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | 7618184c2a95f0d7c18e411ae56d2084 | 1,371,437,815 | 38.366086 | -89.423121 | 1 |
1,286,874 | 2020-06-17 02:57:32 | 4,922,710,831,011,201 | fraud_Ankunding LLC | shopping_net | 65.88 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 0064c1154739da7a2b2830f173275e04 | 1,371,437,852 | 40.747804 | -78.800298 | 0 |
1,286,875 | 2020-06-17 02:58:38 | 4,809,701,904,914 | fraud_Vandervort-Funk | grocery_pos | 197.01 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | f0dc7e532d637d7bfb79f74347eb6011 | 1,371,437,918 | 32.521617 | -85.529595 | 0 |
1,286,876 | 2020-06-17 02:59:25 | 4,760,122,961,662 | fraud_Robel, Cummerata and Prosacco | gas_transport | 97.43 | Robert | Jordan | M | 4602 Lopez Glens Suite 900 | Arcadia | OH | 44,804 | 41.1116 | -83.502 | 1,202 | Curator | 1933-03-01 | 38ee8523c8a714ba32209245ebd7a4ab | 1,371,437,965 | 41.56222 | -84.436164 | 0 |
1,286,877 | 2020-06-17 03:00:32 | 4,657,269,323,674,365 | fraud_Beier LLC | entertainment | 63.82 | Alicia | Mitchell | F | 125 Kristen Dale | Grand Ridge | FL | 32,442 | 30.7148 | -85.021 | 3,699 | Art gallery manager | 1948-09-07 | 59d6a1aadaff161b242306cebdc55159 | 1,371,438,032 | 30.092004 | -85.242874 | 0 |
1,286,878 | 2020-06-17 03:00:34 | 2,222,001,896,600,109 | fraud_Hills-Witting | shopping_net | 829.91 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | d7362e8cb08cddb9a53897dc1bceb7f0 | 1,371,438,034 | 39.241194 | -89.322422 | 1 |
1,286,879 | 2020-06-17 03:02:35 | 3,540,210,836,308,425 | fraud_Sawayn PLC | shopping_pos | 118.47 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 38e76e985a362f9309e9483cdf55041f | 1,371,438,155 | 35.357522 | -102.066358 | 0 |
1,286,880 | 2020-06-17 03:02:45 | 4,003,771,737,807,706 | fraud_Erdman-Kertzmann | gas_transport | 37.36 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | 7e18a762d3f019057f3a887108c2efd8 | 1,371,438,165 | 35.14029 | -90.338701 | 0 |
1,286,881 | 2020-06-17 03:03:32 | 4,509,142,395,811,241 | fraud_Corwin-Gorczany | misc_net | 8.34 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 8c0735a9f36d4c78057557e649c52026 | 1,371,438,212 | 31.315484 | -82.904952 | 0 |
1,286,882 | 2020-06-17 03:04:25 | 6,517,217,825,320,610 | fraud_Greenholt, Jacobi and Gleason | gas_transport | 62.9 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | ca2e389529a0520b1db63a6b405a978e | 1,371,438,265 | 32.620741 | -91.158856 | 0 |
1,286,883 | 2020-06-17 03:05:40 | 213,175,487,106,448 | fraud_Tillman, Fritsch and Schmitt | misc_net | 90.87 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | 6e72eb7e0937fb662b987ae8eb5f71de | 1,371,438,340 | 33.700637 | -99.187081 | 0 |
1,286,884 | 2020-06-17 03:05:43 | 4,451,952,084,362,894 | fraud_Doyle Ltd | grocery_pos | 92.22 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 809f7ecdc17b132a7c9d05481b802b22 | 1,371,438,343 | 33.546874 | -102.474179 | 0 |
1,286,885 | 2020-06-17 03:05:46 | 4,066,595,222,529 | fraud_Rutherford, Homenick and Bergstrom | grocery_net | 53.26 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | f5660782eb26482500a06d0d932363e3 | 1,371,438,346 | 38.853671 | -83.003661 | 0 |
1,286,886 | 2020-06-17 03:05:57 | 30,175,986,190,993 | fraud_Maggio-Fahey | misc_pos | 4.2 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | fdea62eed1936a6b4acd97bd3ebe9383 | 1,371,438,357 | 47.064064 | -96.714285 | 0 |
1,286,887 | 2020-06-17 03:06:33 | 4,070,511,711,385,545 | fraud_Kihn Inc | shopping_pos | 5.71 | Stephanie | Hopkins | F | 44089 Carrie Crossing Suite 954 | Falls City | TX | 78,113 | 28.9814 | -98.0156 | 2,435 | Engineer, mining | 1967-04-09 | d6b684fcb1749222f92a2568fbcfa0f3 | 1,371,438,393 | 29.485009 | -98.495462 | 0 |
1,286,888 | 2020-06-17 03:07:11 | 3,592,931,352,252,641 | fraud_Heller, Gutmann and Zieme | grocery_pos | 66.79 | Dylan | Garcia | M | 923 Jordan Road | Afton | MN | 55,001 | 44.8696 | -92.8234 | 2,916 | Barrister's clerk | 1935-06-29 | 2cd18e3f324453f19723957564dc951b | 1,371,438,431 | 44.361226 | -91.849239 | 0 |
1,286,889 | 2020-06-17 03:08:23 | 3,564,839,259,330,465 | fraud_Goyette Inc | shopping_net | 8.31 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | 4c9038ca9626659da137ef667b8a0245 | 1,371,438,503 | 38.977379 | -122.925924 | 0 |
1,286,890 | 2020-06-17 03:09:09 | 30,570,197,515,105 | fraud_Douglas-White | entertainment | 9.36 | Vincent | Cain | M | 64851 Cole Turnpike | Hartford | AL | 36,344 | 31.086 | -85.7192 | 5,732 | Jewellery designer | 1945-12-07 | 3067538bfbe75f735dd3e5f9126d79cd | 1,371,438,549 | 30.624204 | -86.146078 | 0 |
1,286,891 | 2020-06-17 03:10:14 | 3,566,094,707,272,327 | fraud_Jaskolski-Dibbert | grocery_net | 55.44 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 23bc0d0d766f4916e4c4fd7cab2cadce | 1,371,438,614 | 33.508382 | -117.810779 | 0 |
1,286,892 | 2020-06-17 03:10:36 | 6,011,948,324,228,984 | fraud_Huels-Nolan | gas_transport | 42.2 | Mckenzie | Brooks | F | 3872 Matthew Skyway | Paris | MS | 38,949 | 34.1992 | -89.382 | 297 | Administrator, local government | 1961-12-14 | 730fb0d9b287163e0d95e555b675c9f4 | 1,371,438,636 | 33.397477 | -89.026718 | 0 |
1,286,893 | 2020-06-17 03:11:20 | 6,011,388,901,471,808 | fraud_Baumbach, Feeney and Morar | shopping_net | 6.53 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | 46fdf122f28d3f3acd42c1eb3aeca754 | 1,371,438,680 | 40.055706 | -80.661944 | 0 |
1,286,894 | 2020-06-17 03:14:16 | 30,407,675,418,785 | fraud_Rodriguez Group | gas_transport | 79.5 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | c2e9b0f8275af08eea6ff50c3ab2975d | 1,371,438,856 | 42.75553 | -76.621563 | 0 |
1,286,895 | 2020-06-17 03:16:10 | 4,428,154,703,770,710 | fraud_Yost, Block and Koepp | misc_pos | 4.59 | Brittany | Guerra | F | 79209 Gary Dale | Colton | WA | 99,113 | 46.5901 | -117.1692 | 761 | Chief Marketing Officer | 1943-06-30 | 6696ba21733ff15d7702b06b200f60b1 | 1,371,438,970 | 46.387509 | -117.298808 | 0 |
1,286,896 | 2020-06-17 03:16:11 | 346,273,234,529,002 | fraud_Koepp-Witting | grocery_pos | 215.25 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | d8ddfd0bbc59df85ac13ef82896ad864 | 1,371,438,971 | 37.872917 | -81.24441 | 0 |
1,286,897 | 2020-06-17 03:16:41 | 4,044,436,772,018,844,700 | fraud_Christiansen-Gusikowski | misc_pos | 207.23 | Amy | Abbott | F | 01505 Amy Stravenue | Dayton | OH | 45,415 | 39.8355 | -84.2613 | 479,994 | Environmental manager | 1970-11-09 | be3e803eaf586f1954a9380cd30e69ea | 1,371,439,001 | 40.601857 | -83.822556 | 0 |
1,286,898 | 2020-06-17 03:16:48 | 3,541,160,328,600,277 | fraud_Raynor, Feest and Miller | gas_transport | 63.28 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | a42852d6629487ddfd48259327feb2a5 | 1,371,439,008 | 39.444387 | -89.691012 | 0 |
1,286,899 | 2020-06-17 03:17:03 | 3,511,378,610,369,890 | fraud_Miller-Hauck | grocery_pos | 68.53 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 27510351d8ce4be5e919e9a2e55c10a7 | 1,371,439,023 | 34.273496 | -86.398918 | 0 |
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