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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16,400 | 2019-01-10 17:39:35 | 3,565,423,334,076,143 | fraud_Connelly-Carter | home | 82.08 | Nathan | Thomas | M | 4923 Campbell Pines Suite 717 | Carlisle | IN | 47,838 | 38.9763 | -87.3667 | 4,081 | Energy engineer | 1938-03-15 | e787132686a5b5c89433e87375d1ae1f | 1,326,217,175 | 38.430442 | -87.834874 | 0 |
16,401 | 2019-01-10 17:40:15 | 5,388,659,976,630,693 | fraud_Runte, Green and Emard | health_fitness | 36 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 3bb6e576cd95cc35714cd06306bfbb8a | 1,326,217,215 | 42.800106 | -91.869034 | 0 |
16,402 | 2019-01-10 17:40:38 | 2,269,768,987,945,882 | fraud_Mueller, Gerhold and Mueller | health_fitness | 61.42 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | 1bf2aa5fe6c105a0ec51e4006b17b5e1 | 1,326,217,238 | 43.108841 | -78.498713 | 0 |
16,403 | 2019-01-10 17:42:09 | 213,141,712,584,544 | fraud_Padberg-Rogahn | entertainment | 205.84 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 5973638882981501761906d4b681de0f | 1,326,217,329 | 31.443634 | -90.837509 | 0 |
16,404 | 2019-01-10 17:42:45 | 3,553,629,419,254,918 | fraud_Altenwerth-Kilback | home | 27.11 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 7bd42934f0b708dadc9be5d11787ed46 | 1,326,217,365 | 47.730496 | -122.129234 | 0 |
16,405 | 2019-01-10 17:45:55 | 345,933,964,507,467 | fraud_O'Reilly, Mohr and Purdy | home | 325.85 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 4e8ef13e3766222bfeed64de3a8e296e | 1,326,217,555 | 37.98552 | -74.431757 | 0 |
16,406 | 2019-01-10 17:48:34 | 2,254,917,871,818,484 | fraud_Berge-Ullrich | home | 70.14 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | e6d2e89685ca33970b709bb4c456497c | 1,326,217,714 | 39.031138 | -76.449199 | 0 |
16,407 | 2019-01-10 17:49:31 | 3,599,237,318,576,484 | fraud_Kirlin and Sons | personal_care | 35.39 | Jessica | Smith | F | 06808 Ryan Valleys | Dubre | KY | 42,731 | 36.8421 | -85.5396 | 341 | Insurance risk surveyor | 1932-11-19 | b0286d403af882a70803cfb097c79a9d | 1,326,217,771 | 36.815216 | -85.797325 | 0 |
16,408 | 2019-01-10 17:50:08 | 342,952,484,382,519 | fraud_Botsford Ltd | shopping_pos | 6.21 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 3cded673bda3fbfca87825cf02bc3c22 | 1,326,217,808 | 41.964751 | -73.457949 | 0 |
16,409 | 2019-01-10 17:50:49 | 30,328,384,440,870 | fraud_Turcotte, Batz and Buckridge | health_fitness | 85.21 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | 43ee65f9718aeaf0355fa3b5e4b35475 | 1,326,217,849 | 39.386535 | -93.633479 | 0 |
16,410 | 2019-01-10 17:52:12 | 4,104,312,520,615,374 | fraud_Turner, Ziemann and Lehner | food_dining | 2.1 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 048b9413064a7d788e3c5d15340bf9b5 | 1,326,217,932 | 32.786555 | -117.457851 | 0 |
16,411 | 2019-01-10 17:53:58 | 2,713,913,904,780,408 | fraud_Waelchi Inc | kids_pets | 229.42 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 60e14e12d45b3d600357d6c8e580f719 | 1,326,218,038 | 31.706531 | -92.162907 | 0 |
16,412 | 2019-01-10 17:55:36 | 4,104,312,520,615,374 | fraud_Haley Group | misc_pos | 419.42 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 836f6f4908eb37fac52b43cdc4bd27e7 | 1,326,218,136 | 34.27918 | -116.617846 | 0 |
16,413 | 2019-01-10 17:56:46 | 348,789,608,637,806 | fraud_Runte, Green and Emard | health_fitness | 7.21 | Megan | Murphy | F | 53696 Laura Radial | Holstein | NE | 68,950 | 40.4542 | -98.6538 | 331 | Telecommunications researcher | 1950-08-19 | f58961ce57de515b56e90e998c2cf731 | 1,326,218,206 | 39.865167 | -98.26503 | 0 |
16,414 | 2019-01-10 17:57:03 | 30,235,438,713,303 | fraud_Kuhn LLC | shopping_pos | 4.96 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | ba6333dda403a07ce785f17a5cf18681 | 1,326,218,223 | 39.416936 | -82.158823 | 0 |
16,415 | 2019-01-10 17:57:54 | 3,575,789,281,659,026 | fraud_Ledner, Hartmann and Feest | health_fitness | 12.55 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 01af3e802fa5a0e287fcb44738a6cd0a | 1,326,218,274 | 39.169693 | -93.867407 | 0 |
16,416 | 2019-01-10 17:59:13 | 639,023,984,367 | fraud_Stark-Koss | home | 65.72 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 8663af6ad9e3ccb17d9b3da5850dff08 | 1,326,218,353 | 44.166015 | -75.452472 | 0 |
16,417 | 2019-01-10 18:00:09 | 4,169,388,510,116 | fraud_Larkin Ltd | kids_pets | 90.78 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | 38a25f953433c82c35e24122674576a7 | 1,326,218,409 | 42.590024 | -77.309006 | 0 |
16,418 | 2019-01-10 18:00:52 | 38,797,410,705,641 | fraud_Dooley Inc | shopping_pos | 155.93 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | b9042edcb2a721d095cb38f545db9539 | 1,326,218,452 | 42.017471 | -75.011201 | 0 |
16,419 | 2019-01-10 18:01:59 | 213,148,039,875,802 | fraud_Friesen-Ortiz | personal_care | 86.89 | Jill | Jacobs | F | 034 Kimberly Mountains | Brandon | FL | 33,510 | 27.9551 | -82.2966 | 79,613 | Environmental consultant | 1978-11-30 | 05355fa1d875466a420604ca643d7131 | 1,326,218,519 | 28.38535 | -82.501 | 0 |
16,420 | 2019-01-10 18:02:08 | 4,809,701,904,914 | fraud_Will Ltd | food_dining | 129.87 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 5218fb6d95787b0235c86352fbc7078c | 1,326,218,528 | 32.81653 | -84.540015 | 0 |
16,421 | 2019-01-10 18:02:33 | 4,158,945,090,781,624 | fraud_Frami Group | entertainment | 4.83 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | d19f4444bcdc712bb1700e12e6eef56b | 1,326,218,553 | 40.017467 | -80.469132 | 0 |
16,422 | 2019-01-10 18:02:47 | 3,586,008,444,788,268 | fraud_Walter, Hettinger and Kessler | personal_care | 8.73 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 0ad742e91c53d4a4c417e61448a05539 | 1,326,218,567 | 48.364484 | -121.528108 | 0 |
16,423 | 2019-01-10 18:02:56 | 38,580,485,618,059 | fraud_Lynch-Wisozk | home | 176.26 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | 41ad31ffe3bdad430cf4dcaf255db1f0 | 1,326,218,576 | 48.479712 | -102.117325 | 0 |
16,424 | 2019-01-10 18:03:45 | 3,523,843,138,706,408 | fraud_Ruecker, Beer and Collier | shopping_net | 6.46 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | 52264c253e4e9f2b1de05f9ed627b658 | 1,326,218,625 | 33.17026 | -87.910572 | 0 |
16,425 | 2019-01-10 18:05:06 | 3,512,365,128,314,616 | fraud_Windler, Goodwin and Kovacek | home | 37.28 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | bdfc9c1fe20547c9556e2c8801c65819 | 1,326,218,706 | 38.192881 | -90.711323 | 0 |
16,426 | 2019-01-10 18:05:56 | 4,586,260,469,584 | fraud_Crona and Sons | kids_pets | 7.88 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | e6f5eecf5135de7247d78c11ff0bba6b | 1,326,218,756 | 39.314796 | -94.436425 | 0 |
16,427 | 2019-01-10 18:06:07 | 2,712,209,726,293,386 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 12.98 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | e0b1b2a55d253fbf55eb8a5e3941e1b5 | 1,326,218,767 | 29.520805 | -91.323131 | 0 |
16,428 | 2019-01-10 18:09:10 | 376,028,110,684,021 | fraud_Hintz, Bauch and Smith | health_fitness | 78.08 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | 2882239a554a413ff2dfc182c117e50d | 1,326,218,950 | 38.918519 | -93.447007 | 0 |
16,429 | 2019-01-10 18:11:15 | 3,587,044,315,915,002 | fraud_Nolan-Williamson | kids_pets | 52.52 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | 57b4b106165a09366580d1a7e61dc7b2 | 1,326,219,075 | 34.870351 | -89.683519 | 0 |
16,430 | 2019-01-10 18:11:48 | 5,152,054,598,359,927 | fraud_Romaguera and Sons | travel | 9.77 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 95036030c49bb776f115b9b1e1310a7a | 1,326,219,108 | 30.744494 | -89.51621 | 0 |
16,431 | 2019-01-10 18:13:12 | 180,017,442,990,269 | fraud_Kirlin and Sons | personal_care | 150.01 | Michelle | Anderson | F | 28311 Dennis Trace | Albany | NY | 12,222 | 42.6853 | -73.8253 | 151,022 | Designer, textile | 1939-06-01 | f9780b4ef835c27ecfe7d7a2ce721bf4 | 1,326,219,192 | 43.095928 | -73.620405 | 0 |
16,432 | 2019-01-10 18:13:13 | 4,561,368,699,336,875 | fraud_Daugherty-Thompson | food_dining | 88.79 | Pamela | Lewis | F | 653 Jessica Extension Apt. 668 | Clifton | SC | 29,324 | 34.9906 | -81.8327 | 167 | Museum/gallery conservator | 1988-11-01 | 2a93dbb2111bc536c1e86ccde81b6358 | 1,326,219,193 | 35.030956 | -80.935753 | 0 |
16,433 | 2019-01-10 18:13:25 | 30,074,693,890,476 | fraud_Ruecker-Mayert | kids_pets | 104.2 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | 487c7b2eed131230bb03341fa90e425b | 1,326,219,205 | 38.268933 | -100.542307 | 0 |
16,434 | 2019-01-10 18:14:56 | 213,161,293,389,774 | fraud_Roberts, Ryan and Smith | personal_care | 65.39 | 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 | 9254241e1ca5a1faf83aa395b99498cd | 1,326,219,296 | 42.08756 | -78.325128 | 0 |
16,435 | 2019-01-10 18:16:01 | 36,722,699,017,270 | fraud_Cronin, Kshlerin and Weber | health_fitness | 43.48 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | cf97505ad40b0464e83f3a065622eb0b | 1,326,219,361 | 32.566671 | -111.203712 | 0 |
16,436 | 2019-01-10 18:16:28 | 6,506,982,560,413,523 | fraud_Little Ltd | kids_pets | 18.9 | Alice | Kemp | F | 057 Martinez Radial | Texarkana | AR | 71,854 | 33.431 | -93.8765 | 36,438 | Surgeon | 1985-04-15 | 3996cae64a6995b3a490de0921e76184 | 1,326,219,388 | 34.429471 | -94.099172 | 0 |
16,437 | 2019-01-10 18:16:51 | 4,810,789,809,665,943,000 | fraud_Nader-Maggio | personal_care | 9.78 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | eff12549fde4d3f0d3e183e0b7d01bc5 | 1,326,219,411 | 40.094893 | -82.819998 | 0 |
16,438 | 2019-01-10 18:19:15 | 3,559,160,581,764,413 | fraud_Dare, Fritsch and Zboncak | health_fitness | 76.39 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 2a6ddb8cdc8d39eca0f7113e71f359c4 | 1,326,219,555 | 43.145153 | -78.541493 | 0 |
16,439 | 2019-01-10 18:19:18 | 3,519,232,971,341,141 | fraud_Kuhn Group | food_dining | 12.06 | Michael | Jones | M | 754 Smith Isle | Amsterdam | OH | 43,903 | 40.4731 | -80.9596 | 2,208 | Mental health nurse | 1961-09-10 | 6c23604036d1469e131aea373f586343 | 1,326,219,558 | 40.248735 | -80.31126 | 0 |
16,440 | 2019-01-10 18:20:20 | 4,629,451,965,224,809 | fraud_Dietrich-Fadel | health_fitness | 50.74 | 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 | edb85c4d8fbae5c182b2283725c886a5 | 1,326,219,620 | 30.071374 | -83.81036 | 0 |
16,441 | 2019-01-10 18:21:03 | 375,082,648,741,747 | fraud_Kling-Ernser | entertainment | 35.06 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 995ffdb60229040de52fe7c22a11b500 | 1,326,219,663 | 47.791099 | -97.173821 | 0 |
16,442 | 2019-01-10 18:22:11 | 3,595,111,028,444,131 | fraud_Gaylord-Powlowski | home | 50.63 | Jeffery | Sanders | M | 5278 Sarah Station Apt. 009 | Cardwell | MO | 63,829 | 36.0434 | -90.2907 | 1,120 | Television floor manager | 1957-04-17 | 570d398271eb85dc0ed560531aecfb68 | 1,326,219,731 | 36.036015 | -90.7505 | 0 |
16,443 | 2019-01-10 18:23:25 | 180,031,190,491,743 | fraud_Eichmann-Kilback | home | 81.03 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | eb0ab1d6fc2d885e663abdadd6ee6342 | 1,326,219,805 | 30.621411 | -87.300918 | 0 |
16,444 | 2019-01-10 18:24:06 | 4,481,131,401,752 | fraud_Friesen Inc | shopping_pos | 3.6 | Frank | Foster | M | 37910 Ward Lights | Shrewsbury | MA | 1,545 | 42.2848 | -71.7205 | 35,299 | English as a second language teacher | 1975-04-30 | 11bf81999b4d5a6fad1accf23e5e1bc1 | 1,326,219,846 | 41.384142 | -71.430263 | 0 |
16,445 | 2019-01-10 18:25:03 | 4,430,881,574,719,618 | fraud_Denesik, Powlowski and Pouros | home | 221.27 | Alicia | Morales | F | 4456 Dunn Roads | Meredith | CO | 81,642 | 39.3199 | -106.6596 | 61 | Public relations account executive | 1939-11-04 | 35e20c756ee4ef82fe5496641ab5863e | 1,326,219,903 | 38.954229 | -107.069778 | 0 |
16,446 | 2019-01-10 18:26:02 | 3,577,794,103,155,425 | fraud_O'Connell-Ullrich | home | 169.45 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | 9d746d4a58963f9ff94fc0f7da8fd344 | 1,326,219,962 | 47.963039 | -97.063336 | 0 |
16,447 | 2019-01-10 18:26:09 | 4,538,566,639,857 | fraud_Kessler Inc | travel | 4.05 | Jerry | Kelly | M | 3539 Mckenzie Stream | Fairview | NJ | 7,022 | 40.817 | -74 | 13,835 | Programmer, multimedia | 1967-05-28 | d8bbae64500c2e755fa56fccaaf0ee85 | 1,326,219,969 | 40.340572 | -73.4769 | 0 |
16,448 | 2019-01-10 18:26:29 | 4,897,067,971,111,210,000 | fraud_Dickinson Ltd | misc_pos | 51.38 | Randy | Wood | M | 542 Howe Mission Apt. 092 | Port Richey | FL | 34,668 | 28.3011 | -82.6927 | 42,619 | Environmental education officer | 1975-10-07 | 925f1732dc2efba08877aff048e97278 | 1,326,219,989 | 29.229132 | -83.116888 | 0 |
16,449 | 2019-01-10 18:27:53 | 372,509,258,176,510 | fraud_Erdman-Schaden | personal_care | 36.49 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 8e2e79d5775258eb78c0c9652e6a2b8f | 1,326,220,073 | 42.092927 | -83.817074 | 0 |
16,450 | 2019-01-10 18:28:16 | 4,671,727,014,157,745 | fraud_Dare-Gibson | health_fitness | 44.23 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | ff9c4aa6ae6c4f269ff829d895b1558c | 1,326,220,096 | 40.673018 | -86.177615 | 0 |
16,451 | 2019-01-10 18:28:27 | 4,355,790,796,238,265,000 | fraud_Medhurst, Cartwright and Ebert | personal_care | 2.31 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | 3e5c6c47254d338ff5da113c4046fa51 | 1,326,220,107 | 39.685436 | -91.843326 | 0 |
16,452 | 2019-01-10 18:29:15 | 4,423,489,490,781,412 | fraud_Osinski Inc | personal_care | 50.18 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | 7c30bda85d12551b0c0ab211e99c6646 | 1,326,220,155 | 40.886066 | -90.504004 | 0 |
16,453 | 2019-01-10 18:29:25 | 30,328,384,440,870 | fraud_Ratke and Sons | health_fitness | 71.58 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | 52aafd6f56cb76b26d75403a3e064d8a | 1,326,220,165 | 40.22555 | -93.013649 | 0 |
16,454 | 2019-01-10 18:32:38 | 4,092,452,671,396,169,700 | fraud_Abbott-Steuber | personal_care | 211.49 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | d63f13f7ac37bb559051975ba775b5c8 | 1,326,220,358 | 33.566389 | -78.456734 | 0 |
16,455 | 2019-01-10 18:35:41 | 4,149,635,823,017 | fraud_Carroll PLC | health_fitness | 43.8 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 25edd0d9f241cf6e9042d1674df4d81c | 1,326,220,541 | 33.375448 | -86.508626 | 0 |
16,456 | 2019-01-10 18:36:03 | 30,290,551,782,700 | fraud_Walter, Hettinger and Kessler | personal_care | 36.64 | John | Clarke | M | 27909 Peter Motorway | Cadiz | KY | 42,211 | 36.802 | -87.8286 | 13,422 | Commissioning editor | 1961-09-03 | 6d59edec1a01039a4b8715984b42e71d | 1,326,220,563 | 37.511496 | -87.072879 | 0 |
16,457 | 2019-01-10 18:36:46 | 4,158,945,090,781,624 | fraud_Friesen Inc | shopping_pos | 4.14 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | 797db5452f4b2687be161ea3df68b0d3 | 1,326,220,606 | 41.283663 | -80.572485 | 0 |
16,458 | 2019-01-10 18:39:59 | 4,810,839,835,482,794,000 | fraud_Flatley Group | misc_pos | 3.78 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | 9c1acc0be6570262086d3d0ae1d79ccd | 1,326,220,799 | 37.132167 | -94.430516 | 0 |
16,459 | 2019-01-10 18:40:44 | 6,011,948,324,228,984 | fraud_Windler, Goodwin and Kovacek | home | 10.69 | Mckenzie | Brooks | F | 3872 Matthew Skyway | Paris | MS | 38,949 | 34.1992 | -89.382 | 297 | Administrator, local government | 1961-12-14 | 8533f291215b7d537f43003599faacf6 | 1,326,220,844 | 34.368552 | -89.137707 | 0 |
16,460 | 2019-01-10 18:41:18 | 213,126,662,687,660 | fraud_Dare-Gibson | health_fitness | 106.26 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | be60a00c6d1d588bcfe4e78fe6639ec9 | 1,326,220,878 | 28.322516 | -99.152337 | 0 |
16,461 | 2019-01-10 18:41:42 | 342,952,484,382,519 | fraud_Bernhard-Lesch | food_dining | 124.97 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | da087367d554d9eb71edc34cd842c7e5 | 1,326,220,902 | 42.589827 | -74.190924 | 0 |
16,462 | 2019-01-10 18:41:42 | 6,544,734,391,390,261 | fraud_O'Reilly, Mohr and Purdy | home | 166.29 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 0a3f0039ad6d4f5d863d9be7c386e56d | 1,326,220,902 | 40.667282 | -86.909658 | 0 |
16,463 | 2019-01-10 18:42:11 | 3,540,210,836,308,425 | fraud_Mueller, Gerhold and Mueller | health_fitness | 74.14 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 3e2a7c80632f5c680ee4cbfa1804eee7 | 1,326,220,931 | 34.96571 | -103.293545 | 0 |
16,464 | 2019-01-10 18:42:39 | 38,580,485,618,059 | fraud_Osinski Inc | personal_care | 2.55 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | 95512cf5a6531c2109d3dbcd60df820c | 1,326,220,959 | 49.100782 | -102.981846 | 0 |
16,465 | 2019-01-10 18:42:55 | 630,424,987,505 | fraud_Lowe, Dietrich and Erdman | kids_pets | 5.51 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 78a31e145d8930413ba586995941ba71 | 1,326,220,975 | 38.169243 | -79.318508 | 0 |
16,466 | 2019-01-10 18:44:59 | 213,141,712,584,544 | fraud_Torp, Muller and Borer | health_fitness | 59.31 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | e07b4f342d73379d0f16ef0e0b3ba85a | 1,326,221,099 | 32.015498 | -89.797101 | 0 |
16,467 | 2019-01-10 18:46:49 | 3,559,723,917,628,303 | fraud_Reilly LLC | home | 87 | Matthew | Huerta | M | 622 Williams Trafficway | Ringwood | IL | 60,072 | 42.4048 | -88.3054 | 928 | Outdoor activities/education manager | 1985-05-13 | 99ec1fcceb1f15c05ffbcfbba0c8f841 | 1,326,221,209 | 41.695977 | -88.283852 | 0 |
16,468 | 2019-01-10 18:48:16 | 4,727,244,663,135,968 | fraud_Ziemann-Waters | health_fitness | 2.32 | Mary | Lewis | F | 118 Justin Extension | Bay Minette | AL | 36,507 | 30.8635 | -87.7644 | 19,090 | Science writer | 1929-05-30 | 5a6b1849a87927498433afc0907d6fa3 | 1,326,221,296 | 31.05363 | -87.672407 | 0 |
16,469 | 2019-01-10 18:49:07 | 2,712,209,726,293,386 | fraud_Lynch Ltd | shopping_pos | 144.03 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 1914d7ae2818b3b4ac94f60fd5ef2b17 | 1,326,221,347 | 30.762854 | -91.919918 | 0 |
16,470 | 2019-01-10 18:50:47 | 6,011,603,272,871,604 | fraud_Beer-Jast | kids_pets | 46.54 | Robert | Holland | M | 431 Tracy Expressway | Milner | GA | 30,257 | 33.141 | -84.1759 | 4,138 | Field seismologist | 1969-05-16 | 332d8304c68594c160202bccc3f7152b | 1,326,221,447 | 32.159237 | -85.154008 | 0 |
16,471 | 2019-01-10 18:53:37 | 3,547,574,373,318,979 | fraud_Collier LLC | home | 2.98 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | 3b2c7e525d7701e545dd7b33ade6502d | 1,326,221,617 | 38.928941 | -87.748522 | 0 |
16,472 | 2019-01-10 18:54:26 | 4,178,097,073,221,156 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 687.17 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | 93c306b0433a3c9715288343e29bab0a | 1,326,221,666 | 42.222612 | -86.275775 | 0 |
16,473 | 2019-01-10 18:55:22 | 3,502,088,871,723,054 | fraud_Abbott-Steuber | personal_care | 6.07 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | c0a5c7fff9deaffced6b44542c76cae3 | 1,326,221,722 | 39.864551 | -77.190246 | 0 |
16,474 | 2019-01-10 18:57:12 | 6,595,970,453,799,027 | fraud_Graham, Hegmann and Hammes | food_dining | 20.42 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 0b7fba8861e972ba0124660d9d99b2c7 | 1,326,221,832 | 41.474835 | -75.263611 | 0 |
16,475 | 2019-01-10 18:58:03 | 375,767,678,113,375 | fraud_Bahringer Group | health_fitness | 26.63 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | 18797b270f1d96c4b2f5ce259fbb8a3d | 1,326,221,883 | 37.678437 | -78.308168 | 0 |
16,476 | 2019-01-10 18:58:38 | 180,056,173,248,083 | fraud_Kautzer and Sons | personal_care | 10.78 | Larry | Warner | M | 145 Jeffrey Key Suite 668 | Lakeview | MI | 48,850 | 43.4269 | -85.2924 | 4,474 | Emergency planning/management officer | 1976-01-15 | df3e8f43b1c75afdb8096ef63466316b | 1,326,221,918 | 42.847456 | -84.550302 | 0 |
16,477 | 2019-01-10 18:59:50 | 3,518,758,680,062,249 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 4.4 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | 5889f578293541d725faf2562a700606 | 1,326,221,990 | 39.376015 | -109.89761 | 0 |
16,478 | 2019-01-10 19:01:02 | 4,364,010,865,167,176 | fraud_Kerluke PLC | misc_net | 1.48 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 29dc20716c4cc30df73916d0370a7abf | 1,326,222,062 | 40.012073 | -119.269777 | 0 |
16,479 | 2019-01-10 19:01:42 | 30,428,204,673,351 | fraud_Hyatt, Russel and Gleichner | health_fitness | 77.84 | Greg | Villarreal | M | 2851 Foster Shoals | Schaefferstown | PA | 17,088 | 40.3087 | -76.2963 | 823 | Gaffer | 1982-07-02 | 90d3715038441d302e4a9b3324337c41 | 1,326,222,102 | 39.829348 | -77.053542 | 0 |
16,480 | 2019-01-10 19:03:31 | 343,746,486,082,492 | fraud_Goyette-Gerhold | kids_pets | 82.32 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | aaf270aee40256eb32456c1f9c5f4cb8 | 1,326,222,211 | 45.304572 | -86.245674 | 0 |
16,481 | 2019-01-10 19:03:49 | 30,501,624,614,310 | fraud_Schumm, McLaughlin and Carter | food_dining | 11.64 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | e021e7bde2c1e7a978d2d1c4d5a0f0ce | 1,326,222,229 | 33.555982 | -80.520288 | 0 |
16,482 | 2019-01-10 19:03:51 | 4,997,733,566,924,489 | fraud_Renner Ltd | home | 33 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 165c886b75b38eb2e11186c6933185ea | 1,326,222,231 | 45.858754 | -93.768668 | 0 |
16,483 | 2019-01-10 19:03:59 | 3,585,740,823,295,298 | fraud_Schoen-Quigley | kids_pets | 18.01 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 804a20c40777ca8efefc35fc5ae54b0c | 1,326,222,239 | 33.630503 | -100.247836 | 0 |
16,484 | 2019-01-10 19:04:36 | 3,514,897,282,719,543 | fraud_Berge-Ullrich | home | 60.67 | Steven | Faulkner | M | 841 Cheryl Centers Suite 115 | Farmington | NY | 14,425 | 42.958 | -77.3083 | 10,717 | Cytogeneticist | 1952-10-13 | dbadc3397bad6e7eb1bd973d8d98ae8d | 1,326,222,276 | 43.511587 | -76.816283 | 0 |
16,485 | 2019-01-10 19:05:13 | 4,518,350,514,020,532 | fraud_Cormier, Stracke and Thiel | entertainment | 3.27 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | 8c443930868b57649609dcd14fa95031 | 1,326,222,313 | 26.828186 | -81.028805 | 0 |
16,486 | 2019-01-10 19:06:33 | 30,074,693,890,476 | fraud_Nienow, Barrows and Romaguera | personal_care | 74.21 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | e0250bd7764b0de397dd6b820f70ec9f | 1,326,222,393 | 38.974771 | -100.035195 | 0 |
16,487 | 2019-01-10 19:06:50 | 370,612,217,861,404 | fraud_Jewess LLC | shopping_pos | 6.54 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | 1fc60faf649d9221387e00b925f682d6 | 1,326,222,410 | 40.870886 | -73.944403 | 0 |
16,488 | 2019-01-10 19:06:50 | 30,143,535,920,989 | fraud_Monahan-Morar | personal_care | 190.59 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 82aefd93eab512a335c5b7a36ab5f110 | 1,326,222,410 | 39.51094 | -74.726051 | 0 |
16,489 | 2019-01-10 19:06:57 | 3,553,629,419,254,918 | fraud_Dooley Inc | shopping_pos | 6.06 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 31a587d8294fce5e224d6148651f8e7a | 1,326,222,417 | 47.39411 | -121.680831 | 0 |
16,490 | 2019-01-10 19:07:12 | 30,407,675,418,785 | fraud_Hauck, Dietrich and Funk | kids_pets | 26.82 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | ab9f7ebda2a1cc565b749169ea0494e8 | 1,326,222,432 | 41.763834 | -76.080961 | 0 |
16,491 | 2019-01-10 19:07:25 | 3,534,330,126,107,879 | fraud_Dare-Gibson | health_fitness | 79.96 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | aa66ff9d8bf22c76b8a414fe02617811 | 1,326,222,445 | 45.825858 | -109.204399 | 0 |
16,492 | 2019-01-10 19:09:06 | 4,890,424,426,862,857,000 | fraud_Reichel Inc | entertainment | 48.26 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 80fcfc2120a3cf990d7d464523fd652a | 1,326,222,546 | 39.349597 | -121.245946 | 0 |
16,493 | 2019-01-10 19:09:22 | 36,721,445,180,895 | fraud_Champlin-Casper | home | 29.77 | Cesar | Smith | M | 901 Ariel Points | Jefferson | NY | 12,093 | 42.4999 | -74.6117 | 1,666 | Diagnostic radiographer | 1968-07-01 | 61e09631f0399f7cfb36f82d2004d804 | 1,326,222,562 | 42.292401 | -74.883573 | 0 |
16,494 | 2019-01-10 19:09:27 | 38,797,410,705,641 | fraud_Bahringer-Streich | food_dining | 62.31 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | 955b0db83872f8d959399ead41da2000 | 1,326,222,567 | 42.791587 | -73.739388 | 0 |
16,495 | 2019-01-10 19:10:23 | 344,709,867,813,900 | fraud_Metz, Russel and Metz | kids_pets | 36.76 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 6d0ee7821601197fd1d0a95cafe4ad20 | 1,326,222,623 | 27.845235 | -80.877955 | 0 |
16,496 | 2019-01-10 19:10:51 | 38,199,021,865,320 | fraud_Gulgowski LLC | home | 85.23 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | 81dc457e1ef7e68ed217c2ffef8b38a5 | 1,326,222,651 | 42.806966 | -72.208911 | 0 |
16,497 | 2019-01-10 19:11:19 | 213,154,573,301,411 | fraud_Padberg-Rogahn | entertainment | 69.57 | Christopher | Sheppard | M | 39218 Baker Shoals | Bristow | IN | 47,515 | 38.1981 | -86.6821 | 965 | Horticultural therapist | 1982-02-10 | 5c8690991ff91fcbde50595f32bb610d | 1,326,222,679 | 37.707613 | -85.758773 | 0 |
16,498 | 2019-01-10 19:12:16 | 3,565,196,229,855,512 | fraud_Schoen-Quigley | kids_pets | 26.12 | Adriana | Harvey | F | 715 Joy Prairie | Unionville | MO | 63,565 | 40.4815 | -92.9951 | 3,805 | Investment banker, corporate | 1950-09-15 | 0fd43a6be2d5a25c72a9d7fe2d439797 | 1,326,222,736 | 41.015796 | -92.796424 | 0 |
16,499 | 2019-01-10 19:12:56 | 3,560,797,065,840,735 | fraud_Pfeffer and Sons | shopping_pos | 1.89 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 69afdd701b31109ba9c14a166834aa62 | 1,326,222,776 | 45.267855 | -100.55371 | 0 |
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