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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,288,400 | 2020-06-17 22:50:28 | 180,046,617,132,290 | fraud_Cartwright PLC | kids_pets | 106.46 | Erika | Mason | F | 083 Karen Island Apt. 656 | Goreville | IL | 62,939 | 37.575 | -88.9655 | 3,119 | Teacher, secondary school | 1942-04-17 | ad71a21e585c2220587ce3c3c31638da | 1,371,509,428 | 38.251213 | -89.545054 | 0 |
1,288,401 | 2020-06-17 22:50:42 | 4,265,776,278,887,457 | fraud_Schimmel-Olson | kids_pets | 6.62 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | 5ed56fc415846cc7c9ec68e03fbe6520 | 1,371,509,442 | 34.876647 | -92.358776 | 0 |
1,288,402 | 2020-06-17 22:50:52 | 30,235,438,713,303 | fraud_Reilly LLC | home | 37.63 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | e6f8b84fa1cd846768f1bcc42593cb00 | 1,371,509,452 | 38.462261 | -82.513678 | 0 |
1,288,403 | 2020-06-17 22:50:58 | 30,561,214,688,470 | fraud_Upton PLC | entertainment | 7.61 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | 16c4d4af6ba438bec2418c5b6a7b566d | 1,371,509,458 | 40.638123 | -75.490695 | 0 |
1,288,404 | 2020-06-17 22:50:58 | 38,295,635,583,927 | fraud_Schoen Ltd | kids_pets | 42.63 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | e2b6a11e78ef9f886df668552b9e3771 | 1,371,509,458 | 33.281884 | -99.043199 | 0 |
1,288,405 | 2020-06-17 22:51:32 | 344,342,339,068,828 | fraud_Windler, Goodwin and Kovacek | home | 148.49 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | fc927b65da75d0a9b87f4348e908babe | 1,371,509,492 | 30.811529 | -80.679343 | 0 |
1,288,406 | 2020-06-17 22:53:29 | 584,673,555,952 | fraud_Hackett Group | travel | 3.62 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | da8e881cbfedc7c2a8b71d798b52237c | 1,371,509,609 | 48.281936 | -102.142322 | 0 |
1,288,407 | 2020-06-17 22:53:31 | 4,393,520,897,625 | fraud_Spencer PLC | entertainment | 80.01 | Charles | Rodriguez | M | 240 Tracy Forges | Easton | KS | 66,020 | 39.3391 | -95.0999 | 1,442 | Air broker | 1982-05-20 | ab162cfadf8f5594fc4962f42ed1ba34 | 1,371,509,611 | 39.087705 | -94.594506 | 0 |
1,288,408 | 2020-06-17 22:53:37 | 4,926,376,199,189,801 | fraud_Kub-Heaney | health_fitness | 149.59 | Claire | Davis | F | 83685 Matthew Center Suite 870 | Cherokee Village | AR | 72,529 | 36.3011 | -91.5281 | 4,726 | Pharmacologist | 1977-06-07 | bdd85a90e2487c3c2038198fda332d55 | 1,371,509,617 | 36.81873 | -92.256156 | 0 |
1,288,409 | 2020-06-17 22:53:49 | 3,566,094,707,272,327 | fraud_Hagenes, Hermann and Stroman | travel | 99.79 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 4869587c67368d121c04bda5a2d1a34a | 1,371,509,629 | 33.865855 | -117.578608 | 0 |
1,288,410 | 2020-06-17 22:56:15 | 4,862,293,128,558 | fraud_Fritsch LLC | travel | 2.79 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | c5053cf1fd7a234e6608316cf142c9e8 | 1,371,509,775 | 41.519929 | -77.132017 | 0 |
1,288,411 | 2020-06-17 22:56:20 | 213,175,487,106,448 | fraud_Hartmann, Rowe and Hermann | travel | 4.64 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | 2af5ba740f3b1b3807858eac4556c2e2 | 1,371,509,780 | 32.972524 | -99.036393 | 0 |
1,288,412 | 2020-06-17 22:56:44 | 2,242,542,703,101,233 | fraud_Schmidt-Larkin | home | 86.6 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | a0616cd4f5c20df16c1803c51eea1898 | 1,371,509,804 | 38.414019 | -86.35247 | 0 |
1,288,413 | 2020-06-17 22:57:28 | 2,450,829,271,795,901 | fraud_Bahringer, Osinski and Block | food_dining | 4.67 | Timothy | Kirby | M | 7309 Sophia Causeway Suite 702 | Sauk Rapids | MN | 56,379 | 45.604 | -94.1591 | 16,163 | Hydrographic surveyor | 1987-02-22 | 65c1f60bc04bfe73eb98553c7f0968fb | 1,371,509,848 | 45.420087 | -93.537485 | 0 |
1,288,414 | 2020-06-17 22:57:45 | 3,540,210,836,308,425 | fraud_Little-Gleichner | travel | 531.55 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | cb0e8ff1709d88d6ea5292418f06a8e2 | 1,371,509,865 | 35.230991 | -102.183342 | 0 |
1,288,415 | 2020-06-17 22:58:21 | 4,170,689,372,027,579 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 461.07 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 9f72abdb08e036d8edc948e62b83a155 | 1,371,509,901 | 35.995461 | -97.81582 | 0 |
1,288,416 | 2020-06-17 22:58:49 | 4,607,072,969,078,276 | fraud_Sporer-Keebler | personal_care | 69.84 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 38247a3fe9f9f7555f8404298f273ec8 | 1,371,509,929 | 35.132723 | -96.698672 | 0 |
1,288,417 | 2020-06-17 22:59:13 | 3,585,052,663,373,890 | fraud_Goyette-Gerhold | kids_pets | 28.54 | Jeffery | Brown | M | 296 Maria Street | West Eaton | NY | 13,484 | 42.8546 | -75.6605 | 176 | Science writer | 1963-12-28 | be171ec1eeae868ccdc83439632c7fcf | 1,371,509,953 | 43.720793 | -75.510108 | 0 |
1,288,418 | 2020-06-17 22:59:46 | 3,551,217,896,304,745 | fraud_Champlin, Rolfson and Connelly | travel | 7.23 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | eb33793795959e34cc3920c27e80e4c5 | 1,371,509,986 | 43.667477 | -74.380598 | 0 |
1,288,419 | 2020-06-17 23:00:21 | 3,527,536,963,490,470 | fraud_Friesen-Ortiz | personal_care | 18.81 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | a05320059a9e29951bf43ce180c90553 | 1,371,510,021 | 31.950096 | -82.079067 | 1 |
1,288,420 | 2020-06-17 23:00:26 | 2,229,378,226,512,508 | fraud_Schoen-Quigley | kids_pets | 53.37 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 3a84a156dbeed59ab0897557e2fbb793 | 1,371,510,026 | 44.438875 | -90.010916 | 0 |
1,288,421 | 2020-06-17 23:00:43 | 3,519,607,465,576,254 | fraud_Schaefer Ltd | kids_pets | 45.77 | Audrey | Gonzalez | F | 34180 Lopez Plaza | Fields Landing | CA | 95,537 | 40.7268 | -124.2174 | 276 | Scientist, audiological | 1929-05-06 | 2ff3cbeffacf16398a241f4aacf6d42a | 1,371,510,043 | 41.097604 | -123.757203 | 0 |
1,288,422 | 2020-06-17 23:02:12 | 4,708,992,452,821,239 | fraud_O'Hara-Wilderman | food_dining | 31.02 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 91189128a886fe541b2366c0d3ff892d | 1,371,510,132 | 35.618565 | -91.432955 | 0 |
1,288,423 | 2020-06-17 23:02:38 | 4,010,002,218,955,876 | fraud_Beer-Jast | kids_pets | 49.4 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | a5835975686eee3dd4752c7a0d8fc36b | 1,371,510,158 | 29.955777 | -94.539648 | 0 |
1,288,424 | 2020-06-17 23:04:00 | 4,873,783,502,705,038 | fraud_Bode-Rempel | kids_pets | 19.77 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | f7a0f481ee885d1379c5ea2c38d0727d | 1,371,510,240 | 48.722047 | -123.158561 | 1 |
1,288,425 | 2020-06-17 23:05:04 | 630,451,534,402 | fraud_Zboncak, Rowe and Murazik | shopping_net | 187.27 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 1b14473ae0f187e340e917ea1ae3fa54 | 1,371,510,304 | 46.05998 | -87.596075 | 0 |
1,288,426 | 2020-06-17 23:05:24 | 180,094,419,304,907 | fraud_Mohr Inc | shopping_pos | 122.42 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 1923048836210391815064348cecba34 | 1,371,510,324 | 33.021065 | -116.423592 | 0 |
1,288,427 | 2020-06-17 23:05:53 | 213,161,869,125,933 | fraud_Reinger, Weissnat and Strosin | food_dining | 228.11 | Monica | Lane | F | 3270 Scott Islands | East Andover | ME | 4,226 | 44.6084 | -70.6993 | 190 | Animal nutritionist | 1970-04-17 | 0085e50a5d57d284bac66c95bd3f4eca | 1,371,510,353 | 43.941887 | -70.415654 | 0 |
1,288,428 | 2020-06-17 23:05:57 | 4,671,727,014,157,745 | fraud_Fritsch and Sons | health_fitness | 60.79 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | 4ba0c0bf1443c97b48fc8c05bafcf2cf | 1,371,510,357 | 41.576318 | -85.514918 | 0 |
1,288,429 | 2020-06-17 23:07:07 | 4,208,110,975,550,360,000 | fraud_Collier LLC | home | 69.9 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | dc0b6a285d34fb36e8ea6b20133571e7 | 1,371,510,427 | 31.930001 | -83.135633 | 0 |
1,288,430 | 2020-06-17 23:07:43 | 568,279,015,842 | fraud_Langworth LLC | personal_care | 70.34 | Micheal | Hernandez | M | 6139 Mark Rapid Apt. 651 | Christine | ND | 58,015 | 46.5522 | -96.7909 | 291 | Television floor manager | 1991-05-01 | 2aee1695ac2fd508e3b7ecede199b9c4 | 1,371,510,463 | 46.562912 | -96.939528 | 0 |
1,288,431 | 2020-06-17 23:07:49 | 6,011,492,816,282,597 | fraud_Little Ltd | kids_pets | 64.09 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | fddad79744ba826cf11980b14715ccb0 | 1,371,510,469 | 33.385361 | -92.413703 | 0 |
1,288,432 | 2020-06-17 23:08:32 | 4,026,222,041,577 | fraud_Schmidt and Sons | shopping_net | 4.54 | Debbie | Payne | F | 204 Ashley Neck Apt. 169 | Preston | CT | 6,365 | 41.5224 | -71.9934 | 4,720 | Broadcast presenter | 1977-05-18 | 9885b6367cf74847794342cad5ec82c5 | 1,371,510,512 | 42.177157 | -72.241472 | 0 |
1,288,433 | 2020-06-17 23:08:40 | 342,319,985,983,023 | fraud_Auer-Mosciski | grocery_pos | 283.38 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 1855f04d0112c1e02ce919af3c1d0808 | 1,371,510,520 | 42.873573 | -75.548883 | 1 |
1,288,434 | 2020-06-17 23:09:54 | 3,527,536,963,490,470 | fraud_Hills, Hegmann and Schaefer | health_fitness | 20.04 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | ba75927dbf81b7ef1e8838a996ba4b97 | 1,371,510,594 | 33.259446 | -80.878172 | 1 |
1,288,435 | 2020-06-17 23:10:32 | 4,587,657,402,165,341,700 | fraud_Vandervort-Funk | grocery_pos | 103.68 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 34ca88bbd64bf5179fe58f7f42f4779b | 1,371,510,632 | 41.869794 | -88.085185 | 0 |
1,288,436 | 2020-06-17 23:11:23 | 6,011,104,316,292,105 | fraud_Hermiston, Russel and Price | food_dining | 6.78 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 6b800ebb54f34a41a4106a195c1752c6 | 1,371,510,683 | 37.21832 | -78.185226 | 0 |
1,288,437 | 2020-06-17 23:11:48 | 3,583,793,405,872,580 | fraud_Johns Inc | entertainment | 39.18 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 351f6f58a181041fc20ccc3411854dc1 | 1,371,510,708 | 34.277589 | -99.164934 | 0 |
1,288,438 | 2020-06-17 23:12:48 | 5,540,636,818,935,089 | fraud_Welch, Rath and Koepp | entertainment | 28.16 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | f50da4f24f61831981132385be3554c4 | 1,371,510,768 | 42.170403 | -70.422643 | 0 |
1,288,439 | 2020-06-17 23:13:51 | 4,629,451,965,224,809 | fraud_Schumm PLC | shopping_net | 3.15 | Karen | Warren | F | 4900 Curtis Gardens Suite 952 | Hahira | GA | 31,632 | 30.9416 | -83.3574 | 10,295 | Teacher, special educational needs | 1997-12-26 | 498ec69bd5cc3d9a5d5a6f850fbafae6 | 1,371,510,831 | 31.418896 | -83.78999 | 0 |
1,288,440 | 2020-06-17 23:14:23 | 3,501,509,250,702,469 | fraud_Reichert, Huels and Hoppe | shopping_net | 6.29 | 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 | 85893c19cda85b87dd5f031d4fc6ce72 | 1,371,510,863 | 25.4531 | -81.7734 | 0 |
1,288,441 | 2020-06-17 23:15:14 | 4,640,395,708,703 | fraud_Gottlieb Group | kids_pets | 39.66 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | d8b8dd6853f9dc36af0671ab4e380a20 | 1,371,510,914 | 30.300437 | -91.241165 | 0 |
1,288,442 | 2020-06-17 23:16:41 | 3,597,926,034,019,603 | fraud_Turner, Ziemann and Lehner | food_dining | 4.2 | Derrick | Flores | M | 83690 Nicholas Ports Apt. 846 | Oakland | TN | 38,060 | 35.2229 | -89.5518 | 9,496 | Furniture conservator/restorer | 1993-03-23 | 51c34f9f1c88b87024a5db86780c4199 | 1,371,511,001 | 36.138745 | -89.448774 | 0 |
1,288,443 | 2020-06-17 23:16:48 | 4,810,789,809,665,943,000 | fraud_Stoltenberg-Beatty | shopping_pos | 3.76 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | bed7108f9190baf139c4701b047c8d46 | 1,371,511,008 | 39.717876 | -83.035466 | 0 |
1,288,444 | 2020-06-17 23:17:20 | 2,712,209,726,293,386 | fraud_Medhurst Inc | home | 152.87 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 41197822ea1ca27484f18589a4d0b2b5 | 1,371,511,040 | 30.394382 | -90.92367 | 0 |
1,288,445 | 2020-06-17 23:18:07 | 4,764,202,053,279,782 | fraud_Heaney-Marquardt | entertainment | 4.82 | Derek | Jones | M | 198 Candace Plaza | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Air cabin crew | 1981-01-06 | b50285e4ee8c2b99bf5f162c28c1780f | 1,371,511,087 | 41.676137 | -81.453748 | 0 |
1,288,446 | 2020-06-17 23:19:28 | 2,222,001,896,600,109 | fraud_Hettinger, McCullough and Fay | home | 234.58 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | 5e82dcfc5159d22e0cef7f48b725386f | 1,371,511,168 | 39.89917 | -90.862828 | 1 |
1,288,447 | 2020-06-17 23:19:29 | 4,939,976,756,738,216 | fraud_Wilkinson PLC | kids_pets | 18.58 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 7eee3d615683e6fb85b0c20fd66ed407 | 1,371,511,169 | 26.911058 | -99.347511 | 0 |
1,288,448 | 2020-06-17 23:20:10 | 38,295,635,583,927 | fraud_Ratke and Sons | health_fitness | 77.89 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | 87d288929f8b3b681e50fc7146d23d87 | 1,371,511,210 | 33.972445 | -99.237115 | 0 |
1,288,449 | 2020-06-17 23:20:27 | 2,242,542,703,101,233 | fraud_Kihn-Schuster | food_dining | 2.91 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 8ec7a2fc501cae4cb563ef408cfef172 | 1,371,511,227 | 37.841957 | -84.917213 | 0 |
1,288,450 | 2020-06-17 23:20:33 | 3,514,865,930,894,695 | fraud_Kirlin and Sons | personal_care | 59.75 | Christopher | Castaneda | M | 1632 Cohen Drive Suite 639 | High Rolls Mountain Park | NM | 88,325 | 32.9396 | -105.8189 | 899 | Naval architect | 1967-08-30 | 326d8bf99c66c72f84817522df426507 | 1,371,511,233 | 33.732833 | -106.303063 | 0 |
1,288,451 | 2020-06-17 23:21:00 | 4,169,388,510,116 | fraud_Thiel-Thiel | entertainment | 19 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | 137f0320e4eb65c093a0202f5031e1e9 | 1,371,511,260 | 42.47218 | -77.730857 | 0 |
1,288,452 | 2020-06-17 23:21:14 | 4,149,238,353,975,790 | fraud_Donnelly LLC | entertainment | 80.3 | Tanner | Carroll | M | 494 Burke Ports | Cokeburg | PA | 15,324 | 40.1008 | -80.0652 | 632 | Dealer | 1989-04-08 | a5105bc8baf5736d48be91720cd866e8 | 1,371,511,274 | 39.52786 | -80.968128 | 0 |
1,288,453 | 2020-06-17 23:21:19 | 3,527,536,963,490,470 | fraud_Gottlieb Group | kids_pets | 17.55 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | b31091a9f56518261d8088888111701f | 1,371,511,279 | 33.876476 | -82.117184 | 1 |
1,288,454 | 2020-06-17 23:21:45 | 3,553,629,419,254,918 | fraud_Gutmann, McLaughlin and Wiza | home | 7.82 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 627357d668ca569c0442855c934a7046 | 1,371,511,305 | 48.243937 | -121.800663 | 0 |
1,288,455 | 2020-06-17 23:21:53 | 3,566,094,707,272,327 | fraud_Runte-Mohr | food_dining | 22.73 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 2775c3719006b7699d0d7ece976527f7 | 1,371,511,313 | 34.737537 | -117.775058 | 0 |
1,288,456 | 2020-06-17 23:22:04 | 4,629,451,965,224,809 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 8.39 | Karen | Warren | F | 4900 Curtis Gardens Suite 952 | Hahira | GA | 31,632 | 30.9416 | -83.3574 | 10,295 | Teacher, special educational needs | 1997-12-26 | 866a4a933c77afdcdfed5d091719d5c9 | 1,371,511,324 | 31.540338 | -83.098677 | 0 |
1,288,457 | 2020-06-17 23:22:31 | 342,319,985,983,023 | fraud_Fisher Inc | shopping_net | 1,105.6 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 7e331931ba84fb232e132be7536e690e | 1,371,511,351 | 42.203667 | -75.033236 | 1 |
1,288,458 | 2020-06-17 23:22:40 | 4,474,324,669,797,121 | fraud_Erdman-Durgan | health_fitness | 25.34 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | f98a2e06dcfd8c20b2151a80346f7894 | 1,371,511,360 | 36.985713 | -118.422904 | 0 |
1,288,459 | 2020-06-17 23:23:01 | 4,400,011,257,587,662,000 | fraud_Kilback and Sons | entertainment | 99.6 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | bafd03e92dd72fe908c2066f9c7c9bd6 | 1,371,511,381 | 40.987067 | -98.087206 | 0 |
1,288,460 | 2020-06-17 23:23:56 | 4,355,790,796,238,265,000 | fraud_Hagenes, Hermann and Stroman | travel | 3.31 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | c225389e2574150989d28ec44a0199d3 | 1,371,511,436 | 40.423409 | -90.399457 | 0 |
1,288,461 | 2020-06-17 23:24:18 | 4,208,110,975,550,360,000 | fraud_Schmeler-Howe | personal_care | 77.99 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | 550087930991854603168e3ee4b79dce | 1,371,511,458 | 31.426109 | -82.332937 | 0 |
1,288,462 | 2020-06-17 23:24:44 | 676,308,307,625 | fraud_Rau-Robel | kids_pets | 37.69 | Donald | Evans | M | 1287 Michael Roads | Washoe Valley | NV | 89,704 | 39.2669 | -119.8174 | 4,290 | Animal nutritionist | 1989-12-10 | c8d2863489a01cdb1e408d162bb41bd7 | 1,371,511,484 | 39.132983 | -120.074723 | 0 |
1,288,463 | 2020-06-17 23:25:01 | 6,011,109,736,646,996 | fraud_Stark-Koss | home | 81.1 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | ff9859a9f8b9a2d665cdde8dedcc6600 | 1,371,511,501 | 35.185799 | -78.3332 | 0 |
1,288,464 | 2020-06-17 23:25:41 | 3,586,955,669,388,457 | fraud_Donnelly LLC | entertainment | 62.03 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | 72295469d40a495aff8d94143666f563 | 1,371,511,541 | 40.810741 | -79.687125 | 0 |
1,288,465 | 2020-06-17 23:26:59 | 581,293,083,266 | fraud_Lemke and Sons | travel | 454.39 | William | Thomas | M | 39227 Mcpherson Shoals | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Podiatrist | 1989-10-06 | e4d6d6dbf9c4aa989c4f8bcd45998f0d | 1,371,511,619 | 35.836137 | -98.227153 | 0 |
1,288,466 | 2020-06-17 23:27:20 | 4,069,975,342,931,683 | fraud_Schaefer Ltd | kids_pets | 8.07 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | 0b20c46a00a1a4dcfde2915724df035f | 1,371,511,640 | 38.14564 | -82.443696 | 0 |
1,288,467 | 2020-06-17 23:27:32 | 568,279,015,842 | fraud_Connelly-Carter | home | 75.19 | Micheal | Hernandez | M | 6139 Mark Rapid Apt. 651 | Christine | ND | 58,015 | 46.5522 | -96.7909 | 291 | Television floor manager | 1991-05-01 | 9ddf72ce312a4b230e6ffd94fae02c84 | 1,371,511,652 | 46.684794 | -96.508136 | 0 |
1,288,468 | 2020-06-17 23:28:24 | 4,364,010,865,167,176 | fraud_Little, Gutmann and Lynch | shopping_net | 8.57 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | dc6a41018f919a939cc1315c9486aa4e | 1,371,511,704 | 39.15378 | -120.252727 | 0 |
1,288,469 | 2020-06-17 23:28:57 | 3,504,178,999,463,051 | fraud_Haley Group | misc_pos | 6.42 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | c26ef906eb4f6a6f2e1f358fb8297f2d | 1,371,511,737 | 41.054227 | -83.968585 | 0 |
1,288,470 | 2020-06-17 23:29:09 | 4,450,831,335,606,294 | fraud_Jakubowski Inc | home | 19.13 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | a184d1593021e613208bab75cf2e923f | 1,371,511,749 | 34.942596 | -94.584825 | 0 |
1,288,471 | 2020-06-17 23:29:49 | 4,195,740,185,974 | fraud_Eichmann-Kilback | home | 35.63 | Benjamin | Robinson | M | 0701 John Ranch | Portland | OR | 97,210 | 45.5303 | -122.7033 | 841,711 | Engineer, building services | 1963-04-04 | dd9d172889f5ac9de414f6318f0f316b | 1,371,511,789 | 45.648622 | -122.548928 | 0 |
1,288,472 | 2020-06-17 23:30:33 | 374,930,071,163,758 | fraud_Hills, Hegmann and Schaefer | health_fitness | 17.55 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 97e4f1e1a7ca05ecffb59fe5759b0a17 | 1,371,511,833 | 41.236932 | -83.041899 | 0 |
1,288,473 | 2020-06-17 23:30:54 | 4,450,831,335,606,294 | fraud_Boyer PLC | shopping_net | 5.85 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | 6ef17f98c08c6669c07e2e2f2876b601 | 1,371,511,854 | 35.490961 | -94.746145 | 0 |
1,288,474 | 2020-06-17 23:31:20 | 342,319,985,983,023 | fraud_Schoen, Kuphal and Nitzsche | grocery_pos | 331 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 8b9cdd73913761d1c4f9b0afabf6cd56 | 1,371,511,880 | 41.859021 | -73.778297 | 1 |
1,288,475 | 2020-06-17 23:34:18 | 6,011,366,578,560,244 | fraud_Boyer PLC | shopping_net | 5.08 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 3df6d4af948d6fd9eb0c13d811b358dc | 1,371,512,058 | 39.941463 | -77.667356 | 0 |
1,288,476 | 2020-06-17 23:35:26 | 372,382,441,451,095 | fraud_Gottlieb-Hansen | personal_care | 186.68 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | 474e6be768055f7833d336771260b91f | 1,371,512,126 | 41.321484 | -74.924691 | 0 |
1,288,477 | 2020-06-17 23:39:28 | 344,342,339,068,828 | fraud_Sporer-Keebler | personal_care | 20.73 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | e900d008014396b8ddc75a453ce47914 | 1,371,512,368 | 31.783051 | -82.01265 | 0 |
1,288,478 | 2020-06-17 23:39:51 | 4,089,096,483,689,733,600 | fraud_Bahringer, Bergnaum and Quitzon | home | 270.74 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 4db0deda24b8a62b93e03ef2cea7ee99 | 1,371,512,391 | 31.847752 | -95.443897 | 1 |
1,288,479 | 2020-06-17 23:40:45 | 378,904,938,837,132 | fraud_Effertz LLC | entertainment | 65.71 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | 9a2ec37e9ef7c4c5cd9eaae3153b59d5 | 1,371,512,445 | 35.251347 | -97.959189 | 0 |
1,288,480 | 2020-06-17 23:41:30 | 4,992,346,398,065,154,000 | fraud_Hirthe-Beier | health_fitness | 20.97 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | d8300b61ac94765215eafe90208faa1d | 1,371,512,490 | 41.988083 | -88.72935 | 0 |
1,288,481 | 2020-06-17 23:41:58 | 6,011,367,958,204,270 | fraud_Adams-Barrows | health_fitness | 7.9 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 1157f00df691c7d29dd6ce36728e8482 | 1,371,512,518 | 40.37285 | -81.791232 | 0 |
1,288,482 | 2020-06-17 23:42:26 | 4,302,480,582,202,074 | fraud_Torphy-Goyette | shopping_pos | 9.77 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | 7357465f5ee4ed31f971a946ae1a9b7e | 1,371,512,546 | 43.111983 | -86.866507 | 0 |
1,288,483 | 2020-06-17 23:42:46 | 6,511,349,151,405,438 | fraud_Greenholt Ltd | health_fitness | 6.58 | Robert | Nguyen | M | 74835 Garner Point | Ruth | NV | 89,319 | 39.3426 | -114.8859 | 450 | Interpreter | 1946-08-24 | b45dc3b0ab8529e59b181d939023680f | 1,371,512,566 | 39.506595 | -115.38624 | 0 |
1,288,484 | 2020-06-17 23:43:27 | 3,596,217,206,093,829 | fraud_Kilback LLC | food_dining | 8.06 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 1f4d82114345b5aef2685a01e6fbb5e7 | 1,371,512,607 | 41.286943 | -91.686631 | 0 |
1,288,485 | 2020-06-17 23:44:17 | 6,011,724,471,098,086 | fraud_Reichert, Rowe and Mraz | shopping_net | 4.58 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 76860461863b82df8e391c6a57599e8d | 1,371,512,657 | 46.845004 | -118.908213 | 0 |
1,288,486 | 2020-06-17 23:45:35 | 4,186,530,744,674 | fraud_O'Keefe-Wisoky | food_dining | 86.87 | Casey | Howell | F | 374 Christopher Ramp Suite 855 | Blackville | SC | 29,817 | 33.3645 | -81.2718 | 4,913 | Technical brewer | 1966-11-10 | b84b7f3fb4548d1e765bdcdc58bdb576 | 1,371,512,735 | 33.034605 | -82.043572 | 0 |
1,288,487 | 2020-06-17 23:46:04 | 371,985,236,239,474 | fraud_Torp, Muller and Borer | health_fitness | 274.09 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | 1f4835ba62b77078badcffcf56a401c7 | 1,371,512,764 | 42.740312 | -74.85516 | 0 |
1,288,488 | 2020-06-17 23:46:22 | 3,575,540,972,310,993 | fraud_Erdman-Schaden | personal_care | 7.79 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | 244cd4a6fe586ae4c00a1a9298e34d02 | 1,371,512,782 | 33.417691 | -89.003892 | 0 |
1,288,489 | 2020-06-17 23:46:43 | 4,503,101,193,493,053,000 | fraud_Labadie LLC | personal_care | 31.53 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | a0f7c8ff24ce1a2210b80536285af93f | 1,371,512,803 | 27.262926 | -81.961187 | 0 |
1,288,490 | 2020-06-17 23:46:59 | 3,518,758,680,062,249 | fraud_Baumbach Ltd | personal_care | 3.4 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | e692fa3ba12d84310efd16e5e824ab2a | 1,371,512,819 | 37.945508 | -110.153432 | 0 |
1,288,491 | 2020-06-17 23:47:12 | 4,292,743,669,224,718,000 | fraud_Windler, Goodwin and Kovacek | home | 69.12 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | c742836e5032a575e79e735d3a6a32b6 | 1,371,512,832 | 38.72568 | -75.953981 | 0 |
1,288,492 | 2020-06-17 23:47:16 | 213,161,293,389,774 | fraud_O'Connell-Ullrich | home | 53.82 | 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 | 2fa10214bbac0c749b2b8b53a7f21ee8 | 1,371,512,836 | 42.624973 | -76.73749 | 0 |
1,288,493 | 2020-06-17 23:47:31 | 2,222,001,896,600,109 | fraud_Breitenberg-Hermiston | kids_pets | 18.03 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | d1ee8f59db2b0f31e25962765cfe4a9d | 1,371,512,851 | 38.692091 | -89.323605 | 1 |
1,288,494 | 2020-06-17 23:47:55 | 6,011,388,901,471,808 | fraud_Bode-Schuster | kids_pets | 89.67 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | 10a27aee13537987594d55d725057088 | 1,371,512,875 | 40.104603 | -79.304449 | 0 |
1,288,495 | 2020-06-17 23:48:17 | 343,746,486,082,492 | fraud_Friesen-Ortiz | personal_care | 23.86 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | 2e2ad721b0ec3a710d41c88c358aa2f1 | 1,371,512,897 | 45.736787 | -84.947237 | 0 |
1,288,496 | 2020-06-17 23:48:39 | 2,222,001,896,600,109 | fraud_Hamill-D'Amore | health_fitness | 20.51 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | 713b23873d35839c842365a63d5c6086 | 1,371,512,919 | 39.415541 | -89.791014 | 1 |
1,288,497 | 2020-06-17 23:49:14 | 4,026,222,041,577 | fraud_Johns-Hoeger | entertainment | 28.92 | Debbie | Payne | F | 204 Ashley Neck Apt. 169 | Preston | CT | 6,365 | 41.5224 | -71.9934 | 4,720 | Broadcast presenter | 1977-05-18 | 869c2e1d5fcc96fe464fe120281de1da | 1,371,512,954 | 41.340319 | -71.015254 | 0 |
1,288,498 | 2020-06-17 23:49:25 | 3,551,217,896,304,745 | fraud_Little, Gutmann and Lynch | shopping_net | 176.81 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | c6da39dd33e81ce22e2eaed55f457610 | 1,371,512,965 | 45.100182 | -74.107987 | 0 |
1,288,499 | 2020-06-17 23:49:26 | 375,082,648,741,747 | fraud_Lang, Towne and Schuppe | kids_pets | 83.7 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | b1153c0cc857ea303a0e3a87bc4aef54 | 1,371,512,966 | 47.056375 | -96.124567 | 0 |
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