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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,284,700 | 2020-06-16 13:16:48 | 567,868,110,212 | fraud_Kihn, Brakus and Goyette | personal_care | 107.72 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | e5f779fade5af7fe6a7fe58f4017c097 | 1,371,388,608 | 30.527746 | -94.485592 | 0 |
1,284,701 | 2020-06-16 13:16:52 | 4,430,881,574,719,618 | fraud_Larkin, Stracke and Greenfelder | entertainment | 227.56 | Alicia | Morales | F | 4456 Dunn Roads | Meredith | CO | 81,642 | 39.3199 | -106.6596 | 61 | Public relations account executive | 1939-11-04 | 3009e0e0277fb3c922f5476553e58a01 | 1,371,388,612 | 39.16084 | -106.791554 | 0 |
1,284,702 | 2020-06-16 13:17:02 | 180,049,032,966,888 | fraud_Ebert-Daugherty | travel | 490.05 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | 6d50b468fd2567b2a7b8ae45cf7e0ed7 | 1,371,388,622 | 46.49916 | -90.820852 | 0 |
1,284,703 | 2020-06-16 13:17:06 | 5,388,659,976,630,693 | fraud_Erdman-Ebert | personal_care | 30.32 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 7f963710f8b07f91a971c7d2ff2b7b86 | 1,371,388,626 | 43.523503 | -91.106873 | 0 |
1,284,704 | 2020-06-16 13:17:16 | 30,175,986,190,993 | fraud_Kub-Heaney | health_fitness | 39.14 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | 3d14538f5fbc4243b34d4777dfd7128e | 1,371,388,636 | 47.002498 | -96.886607 | 0 |
1,284,705 | 2020-06-16 13:17:20 | 3,573,030,041,201,292 | fraud_Douglas-White | entertainment | 24.33 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | fc61c844a6ddd392eabba433330f3533 | 1,371,388,640 | 40.660309 | -109.935059 | 0 |
1,284,706 | 2020-06-16 13:17:40 | 2,254,799,658,404,120 | fraud_Treutel-King | travel | 5.21 | Barbara | Nelson | F | 7337 Browning Falls Suite 027 | Valdosta | GA | 31,605 | 30.946 | -83.2474 | 94,325 | Educational psychologist | 1987-09-08 | c09f89bc56911810bc32da950b1c9b5f | 1,371,388,660 | 30.185157 | -83.53732 | 0 |
1,284,707 | 2020-06-16 13:18:01 | 2,269,768,987,945,882 | fraud_Harris Group | food_dining | 30.07 | Shannon | Patterson | F | 9808 Ellis Bypass | Mount Morris | NY | 14,510 | 42.6835 | -77.8664 | 4,895 | Acupuncturist | 1958-10-29 | 57d947a7a4fffae1718f5656b740c0de | 1,371,388,681 | 43.280696 | -78.660029 | 0 |
1,284,708 | 2020-06-16 13:18:04 | 4,306,586,894,261,180 | fraud_Graham and Sons | health_fitness | 8.86 | Renee | Walls | F | 86542 Jessica Fords Apt. 706 | Veedersburg | IN | 47,987 | 40.1186 | -87.2602 | 4,049 | Development worker, community | 1959-10-19 | 6ad54268b784d68061d703833ed3a742 | 1,371,388,684 | 39.440147 | -87.45888 | 0 |
1,284,709 | 2020-06-16 13:18:43 | 6,538,441,737,335,434 | fraud_Weber and Sons | food_dining | 5.82 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 1d0090c42334d2eb84138ed717381ded | 1,371,388,723 | 41.274566 | -80.914924 | 0 |
1,284,710 | 2020-06-16 13:18:49 | 3,540,210,836,308,425 | fraud_Lang, Towne and Schuppe | kids_pets | 50.83 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 3f8a566489091264c06a757ba11f1176 | 1,371,388,729 | 33.942446 | -101.959493 | 0 |
1,284,711 | 2020-06-16 13:19:20 | 213,112,402,583,773 | fraud_Hettinger, McCullough and Fay | home | 51.61 | 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 | 3515ef4b16d95007086697eaecc1874a | 1,371,388,760 | 34.673537 | -82.689881 | 0 |
1,284,712 | 2020-06-16 13:19:27 | 4,092,452,671,396,169,700 | fraud_Padberg-Sauer | home | 14.86 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | 77aa6c92e8d33e802036ca08a2bac6b7 | 1,371,388,767 | 33.798679 | -77.523213 | 0 |
1,284,713 | 2020-06-16 13:20:50 | 213,126,662,687,660 | fraud_Stiedemann Ltd | food_dining | 21.02 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | 9e7b9ceff86374d2aefde8da4dee559e | 1,371,388,850 | 27.551401 | -99.062388 | 0 |
1,284,714 | 2020-06-16 13:22:04 | 2,713,913,904,780,408 | fraud_Fritsch and Sons | health_fitness | 37.44 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 883534c116b4665434a17e7b95061ad7 | 1,371,388,924 | 31.867023 | -91.237437 | 0 |
1,284,715 | 2020-06-16 13:22:09 | 6,011,893,664,860,915 | fraud_Breitenberg-Hermiston | kids_pets | 29.47 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | e1466b9a4ea8654067c67b2f8085aca2 | 1,371,388,929 | 38.952893 | -104.65512 | 0 |
1,284,716 | 2020-06-16 13:22:44 | 3,517,814,635,263,522 | fraud_Moore, Williamson and Emmerich | home | 4.35 | William | Cannon | M | 43809 Kenneth Circles Suite 152 | Union | WV | 24,983 | 37.5802 | -80.5248 | 2,443 | Chartered public finance accountant | 1941-10-16 | 335efc0dcecf651a4099fba52f5869d3 | 1,371,388,964 | 38.003988 | -81.159055 | 0 |
1,284,717 | 2020-06-16 13:23:05 | 4,939,976,756,738,216 | fraud_Thiel-Thiel | entertainment | 32.23 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 4eb736dc2fe3ae98f85a1b19c02b9824 | 1,371,388,985 | 26.408679 | -98.668347 | 0 |
1,284,718 | 2020-06-16 13:23:06 | 4,634,955,908,138,648 | fraud_Terry-Huel | shopping_net | 7.2 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | f2af987a2d79807f17f5c68d2566998e | 1,371,388,986 | 41.570035 | -96.601334 | 0 |
1,284,719 | 2020-06-16 13:23:44 | 3,587,044,315,915,002 | fraud_Erdman-Durgan | health_fitness | 73.05 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | 38a08fdc40022588b2233897d9efa94d | 1,371,389,024 | 35.611872 | -89.607706 | 0 |
1,284,720 | 2020-06-16 13:23:45 | 4,292,902,571,056,973,300 | fraud_Parker, Nolan and Trantow | entertainment | 101.84 | Jeffrey | Smith | M | 135 Joseph Mountains | Sula | MT | 59,871 | 45.8433 | -113.8748 | 218 | Therapist, horticultural | 1995-08-16 | 4feecbabe6f8e27769009599e1ee461d | 1,371,389,025 | 44.948468 | -113.064869 | 0 |
1,284,721 | 2020-06-16 13:24:00 | 4,926,376,199,189,801 | fraud_Medhurst, Labadie and Gottlieb | travel | 4.42 | Claire | Davis | F | 83685 Matthew Center Suite 870 | Cherokee Village | AR | 72,529 | 36.3011 | -91.5281 | 4,726 | Pharmacologist | 1977-06-07 | 9ce9d612730c4123e36146999ae97e87 | 1,371,389,040 | 37.123522 | -90.568904 | 0 |
1,284,722 | 2020-06-16 13:24:12 | 6,011,492,816,282,597 | fraud_Keeling-Crist | misc_pos | 10.65 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | 0fb431b522c33e6f184b3365e965ad10 | 1,371,389,052 | 34.244876 | -91.949236 | 0 |
1,284,723 | 2020-06-16 13:24:29 | 180,049,032,966,888 | fraud_Kilback Group | food_dining | 67.9 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | e4240f489f3c9eeda2e16d22c14241a5 | 1,371,389,069 | 46.457551 | -90.873628 | 0 |
1,284,724 | 2020-06-16 13:25:02 | 38,947,654,498,698 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 7.8 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | dde4861ce30581c5f554d495565bb167 | 1,371,389,102 | 39.822235 | -82.547028 | 0 |
1,284,725 | 2020-06-16 13:25:08 | 630,424,987,505 | fraud_Wilkinson PLC | kids_pets | 87.67 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 432f9fecc445ba2e1c93c96ee4d52d9b | 1,371,389,108 | 40.131796 | -78.694297 | 0 |
1,284,726 | 2020-06-16 13:25:46 | 4,116,554,952,971,686 | fraud_Bartoletti and Sons | personal_care | 35.05 | 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 | 78875f9aac0c703ccf1387a75ff7ec40 | 1,371,389,146 | 27.229265 | -80.782803 | 0 |
1,284,727 | 2020-06-16 13:26:00 | 3,529,597,810,116,815 | fraud_Effertz LLC | entertainment | 135.29 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | 0d731068f7ccdb39c0e91bf318396193 | 1,371,389,160 | 39.505972 | -77.768937 | 0 |
1,284,728 | 2020-06-16 13:26:14 | 4,474,324,669,797,121 | fraud_Bednar Inc | travel | 4.6 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | e353b59cfe76ce2327bcacc0b397e92f | 1,371,389,174 | 37.132232 | -118.777955 | 0 |
1,284,729 | 2020-06-16 13:26:29 | 2,242,542,703,101,233 | fraud_Bernhard-Lesch | food_dining | 1.98 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 5ee4a55a8e7f191cf404ef22e8c72744 | 1,371,389,189 | 39.060628 | -85.042999 | 0 |
1,284,730 | 2020-06-16 13:26:39 | 3,523,843,138,706,408 | fraud_Mohr Inc | shopping_pos | 17.57 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | 7708c23cc4c42408df6c5b493effa178 | 1,371,389,199 | 31.897081 | -87.719812 | 0 |
1,284,731 | 2020-06-16 13:26:48 | 501,802,953,619 | fraud_Champlin and Sons | home | 10.31 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | e61b4efc2ee49f34cde8aecd5e57d8a3 | 1,371,389,208 | 42.230164 | -123.508205 | 0 |
1,284,732 | 2020-06-16 13:26:49 | 180,017,442,990,269 | fraud_Terry Ltd | home | 79 | Michelle | Anderson | F | 28311 Dennis Trace | Albany | NY | 12,222 | 42.6853 | -73.8253 | 151,022 | Designer, textile | 1939-06-01 | 405bbcba38e37548f30d387defe73349 | 1,371,389,209 | 42.90399 | -74.648843 | 0 |
1,284,733 | 2020-06-16 13:27:44 | 2,235,613,922,823,698 | fraud_Hills, Hegmann and Schaefer | health_fitness | 95.07 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 1f2fbaad4f4904c7444a764c5929127c | 1,371,389,264 | 41.854623 | -104.063696 | 0 |
1,284,734 | 2020-06-16 13:27:51 | 4,427,805,710,168 | fraud_Kassulke Inc | entertainment | 15.43 | Michelle | Rodriguez | F | 1742 Brandon Squares Apt. 461 | Ruidoso | NM | 88,355 | 33.3305 | -105.6933 | 8,874 | Licensed conveyancer | 2000-08-16 | f563e310536ba84fad89adbcc35bc659 | 1,371,389,271 | 34.165182 | -104.956952 | 0 |
1,284,735 | 2020-06-16 13:28:29 | 3,518,669,219,150,142 | fraud_Ledner, Hartmann and Feest | health_fitness | 43.77 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | af4b10afbea17c7eb9e10f9799eaf4fc | 1,371,389,309 | 39.034381 | -83.264837 | 0 |
1,284,736 | 2020-06-16 13:28:55 | 2,719,496,466,799,416 | fraud_Cole, Hills and Jewess | home | 102.17 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | d972c8f4dd8ea79c3145482d59b6e142 | 1,371,389,335 | 44.617814 | -104.484566 | 0 |
1,284,737 | 2020-06-16 13:29:16 | 503,848,303,379 | fraud_Schaefer, Fay and Hilll | entertainment | 50.48 | Gregory | Wallace | M | 27203 Darrell Landing | Saint James City | FL | 33,956 | 26.529 | -82.0916 | 3,776 | Sport and exercise psychologist | 1976-09-12 | 0ea9dd46e003f4084a8f8577f9126196 | 1,371,389,356 | 26.68436 | -82.51312 | 0 |
1,284,738 | 2020-06-16 13:29:24 | 4,952,583,804,639,909 | fraud_Berge-Hills | kids_pets | 80.14 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | 1e96e1428712ded2ba9f2652da55704a | 1,371,389,364 | 40.926598 | -80.352227 | 0 |
1,284,739 | 2020-06-16 13:29:49 | 4,474,324,669,797,121 | fraud_White and Sons | home | 32.81 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | 5329360a964dd0808d9d48eaf4f67dff | 1,371,389,389 | 38.58205 | -119.167449 | 0 |
1,284,740 | 2020-06-16 13:30:54 | 6,011,438,889,172,900 | fraud_Jewess LLC | shopping_pos | 9.71 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 3d1928aa7478a3d87ed0b2c11c132a8f | 1,371,389,454 | 34.033943 | -90.424288 | 0 |
1,284,741 | 2020-06-16 13:31:28 | 4,670,613,943,676,271 | fraud_Dare-Gibson | health_fitness | 8.91 | Bianca | Novak | F | 0953 David Skyway | Cuthbert | GA | 39,840 | 31.7706 | -84.7936 | 5,726 | Fitness centre manager | 1947-08-14 | 7caefda9e6ed17aeecdf156ed90abcc5 | 1,371,389,488 | 31.076412 | -85.369443 | 0 |
1,284,742 | 2020-06-16 13:31:36 | 4,518,350,514,020,532 | fraud_O'Connell, Botsford and Hand | home | 29.7 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | 6fc92978df5835c8a1b7b69f8ab65bb4 | 1,371,389,496 | 26.688334 | -82.606467 | 0 |
1,284,743 | 2020-06-16 13:31:54 | 4,989,847,570,577,635,000 | fraud_Witting, Beer and Ernser | home | 32.81 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | 75ecda46dcc97cb6e8d7e1ab55c110eb | 1,371,389,514 | 34.217078 | -81.583018 | 0 |
1,284,744 | 2020-06-16 13:32:11 | 3,518,758,680,062,249 | fraud_Wintheiser, Dietrich and Schimmel | misc_pos | 572.81 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | eb967ea0e413e0e6efa98bc02f466eeb | 1,371,389,531 | 37.624496 | -109.363945 | 0 |
1,284,745 | 2020-06-16 13:32:11 | 4,158,008,602,445 | fraud_Dare-Marvin | entertainment | 8.74 | Alicia | Miller | F | 976 Hubbard Lodge | Randolph | MN | 55,065 | 44.5274 | -93.0196 | 1,201 | Barrister | 1979-12-27 | 13dc9f1f7b603cf64e9f364ed74bd927 | 1,371,389,531 | 43.793569 | -93.95859 | 0 |
1,284,746 | 2020-06-16 13:32:17 | 3,556,613,125,071,656 | fraud_Hermiston, Russel and Price | food_dining | 1.53 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 260b5e47a1cfb9452d15f95a9af09265 | 1,371,389,537 | 28.140693 | -94.947462 | 0 |
1,284,747 | 2020-06-16 13:32:47 | 5,456,776,410,929,288 | fraud_O'Connell, Botsford and Hand | home | 25.61 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | 7e5f41a8a4ca7582392dfea8c35dcedf | 1,371,389,567 | 41.520308 | -78.995103 | 0 |
1,284,748 | 2020-06-16 13:33:14 | 36,721,445,180,895 | fraud_Berge, Kautzer and Harris | personal_care | 42.48 | Cesar | Smith | M | 901 Ariel Points | Jefferson | NY | 12,093 | 42.4999 | -74.6117 | 1,666 | Diagnostic radiographer | 1968-07-01 | 72f8cf38e0f10ccf9e315661038ebd22 | 1,371,389,594 | 43.467376 | -74.440472 | 0 |
1,284,749 | 2020-06-16 13:33:32 | 30,428,204,673,351 | fraud_Reilly and Sons | health_fitness | 76.01 | Greg | Villarreal | M | 2851 Foster Shoals | Schaefferstown | PA | 17,088 | 40.3087 | -76.2963 | 823 | Gaffer | 1982-07-02 | ddcfb5f7183d68b999ada60f3b4a671f | 1,371,389,612 | 40.695421 | -76.213589 | 0 |
1,284,750 | 2020-06-16 13:33:37 | 4,344,955,088,481,397 | fraud_Dickinson Ltd | personal_care | 71.94 | Christopher | Rodgers | M | 30587 Fox Shores Apt. 627 | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Communications engineer | 1976-09-29 | 6f2dcfa797c8097b852c3d861533f56e | 1,371,389,617 | 40.227145 | -79.125544 | 0 |
1,284,751 | 2020-06-16 13:34:20 | 3,533,012,926,413,100 | fraud_Terry-Huel | shopping_net | 6.05 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | 40df0aef5e6886e013de84bb6359785a | 1,371,389,660 | 42.303372 | -75.86745 | 0 |
1,284,752 | 2020-06-16 13:34:33 | 4,777,065,439,639,721 | fraud_Turcotte, Batz and Buckridge | health_fitness | 73.49 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | d88d85b1b22781c5aa25a2c57ff63585 | 1,371,389,673 | 41.104443 | -75.479033 | 0 |
1,284,753 | 2020-06-16 13:34:33 | 60,427,851,591 | fraud_Metz-Boehm | shopping_pos | 123.16 | Bradley | Martinez | M | 3426 David Divide Suite 717 | Burns Flat | OK | 73,624 | 35.3492 | -99.188 | 2,142 | Politician's assistant | 1976-06-30 | 2911702308e3f34e14703cba32f80dd5 | 1,371,389,673 | 34.845853 | -99.331568 | 0 |
1,284,754 | 2020-06-16 13:34:41 | 38,947,654,498,698 | fraud_Bins, Balistreri and Beatty | shopping_pos | 5.4 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | 4747657fca6488f70cc6f72ff1eea5b3 | 1,371,389,681 | 38.953489 | -82.598504 | 0 |
1,284,755 | 2020-06-16 13:34:42 | 3,533,012,926,413,100 | fraud_Roberts-Beahan | misc_pos | 75.49 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | f16600fac94a2c4e2d4401f7d70de069 | 1,371,389,682 | 43.874429 | -75.082266 | 0 |
1,284,756 | 2020-06-16 13:35:04 | 4,996,263,498,048,679 | fraud_Nader-Maggio | personal_care | 14.17 | Kendra | King | F | 154 Hernandez Keys | Smith River | CA | 95,567 | 41.9404 | -124.1587 | 1,930 | Web designer | 1983-06-13 | 4f0d80bb7d2d8c326be2327b0e46e8a7 | 1,371,389,704 | 41.217225 | -123.235689 | 0 |
1,284,757 | 2020-06-16 13:35:11 | 6,011,438,889,172,900 | fraud_Morissette-Schaefer | personal_care | 43.88 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | f773fa3c7f3759e66b2ef684916dd88c | 1,371,389,711 | 34.847994 | -90.677441 | 0 |
1,284,758 | 2020-06-16 13:35:56 | 4,755,696,071,492 | fraud_Schroeder, Wolff and Hermiston | travel | 2.59 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 0f2401216c3d26b9a771ebdbe8783569 | 1,371,389,756 | 32.527337 | -97.250268 | 0 |
1,284,759 | 2020-06-16 13:36:01 | 213,178,765,398,315 | fraud_Kling, Howe and Schneider | home | 8.51 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | 98e0a3c0ff2348d078481e611177c3ca | 1,371,389,761 | 42.219076 | -108.884362 | 0 |
1,284,760 | 2020-06-16 13:36:05 | 571,365,235,126 | fraud_Kihn Inc | shopping_pos | 26.86 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | f66fe734ff3a4241eed0e43c2b2474cd | 1,371,389,765 | 45.26307 | -85.731035 | 0 |
1,284,761 | 2020-06-16 13:36:23 | 38,947,654,498,698 | fraud_Breitenberg-Hermiston | kids_pets | 283.85 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | f69a60fb26cdf1a1c6d3769267f15d11 | 1,371,389,783 | 40.324805 | -81.750814 | 0 |
1,284,762 | 2020-06-16 13:36:26 | 3,598,304,579,370,089 | fraud_Christiansen-Gusikowski | misc_pos | 3.62 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | d9389e4068b78c433c6ae0231ed6774c | 1,371,389,786 | 38.183663 | -97.893018 | 0 |
1,284,763 | 2020-06-16 13:36:46 | 4,862,293,128,558 | fraud_Bartoletti and Sons | personal_care | 7.3 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | 2321e3ee107df95a30f6cd98b40e9405 | 1,371,389,806 | 40.083642 | -78.82898 | 0 |
1,284,764 | 2020-06-16 13:36:49 | 213,193,596,103,206 | fraud_Conroy-Emard | food_dining | 53.75 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 9715c69b09d226bba67dd32da2c2d05c | 1,371,389,809 | 44.907477 | -83.772638 | 0 |
1,284,765 | 2020-06-16 13:37:13 | 6,595,970,453,799,027 | fraud_Gulgowski LLC | home | 4.81 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 129b702db5e572a254494dc3ec8e538c | 1,371,389,833 | 39.917545 | -73.736851 | 0 |
1,284,766 | 2020-06-16 13:37:42 | 4,358,137,750,029,945,000 | fraud_Konopelski, Schneider and Hartmann | food_dining | 273.17 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | bad1417a8a3f4eb19926b3e64898e08b | 1,371,389,862 | 42.767177 | -92.694384 | 0 |
1,284,767 | 2020-06-16 13:37:50 | 213,141,712,584,544 | fraud_Zulauf LLC | personal_care | 376.76 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 4193c1bedab1c3cc6c8f5d28872e9897 | 1,371,389,870 | 31.532973 | -90.231725 | 0 |
1,284,768 | 2020-06-16 13:38:06 | 376,028,110,684,021 | fraud_Cronin, Kshlerin and Weber | health_fitness | 72.51 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | 47079de7a7d973b7f574f87f2c3962fe | 1,371,389,886 | 40.441441 | -93.298024 | 0 |
1,284,769 | 2020-06-16 13:38:09 | 371,009,169,330,125 | fraud_Cormier LLC | shopping_net | 4.58 | Randall | Burgess | M | 393 Carroll Route Suite 197 | Norman Park | GA | 31,771 | 31.2462 | -83.6549 | 5,666 | Rural practice surveyor | 2003-09-14 | 5bde4857eb8c8a43db1498f7f4b24c32 | 1,371,389,889 | 31.065909 | -83.926637 | 0 |
1,284,770 | 2020-06-16 13:38:31 | 377,026,671,291,680 | fraud_McCullough LLC | misc_pos | 3.03 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | 04930108548d3ead7ebd5b090fbad212 | 1,371,389,911 | 37.956186 | -91.004353 | 0 |
1,284,771 | 2020-06-16 13:38:33 | 3,566,875,419,572,867 | fraud_O'Reilly, Mohr and Purdy | home | 87.71 | Adam | Mcdonald | M | 997 Cameron Meadow Apt. 980 | South Hero | VT | 5,486 | 44.64 | -73.3113 | 1,654 | Transport planner | 1991-01-31 | 9d079f633fb1775cc3ef838ffcf2cdda | 1,371,389,913 | 45.081629 | -72.344731 | 0 |
1,284,772 | 2020-06-16 13:38:48 | 375,904,527,651,269 | fraud_Pacocha-Weissnat | kids_pets | 51.98 | Ryan | Cook | M | 75952 Wilson Course | Roseland | NE | 68,973 | 40.4591 | -98.5551 | 463 | Nurse, mental health | 1948-05-31 | 22d97af92b3687246e69fafb0b203a0c | 1,371,389,928 | 40.798327 | -97.647396 | 0 |
1,284,773 | 2020-06-16 13:38:57 | 4,764,202,053,279,782 | fraud_Bahringer Group | health_fitness | 66.62 | Derek | Jones | M | 198 Candace Plaza | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Air cabin crew | 1981-01-06 | d3a108652835bf409bd92ef65e535a6f | 1,371,389,937 | 41.043027 | -80.356456 | 0 |
1,284,774 | 2020-06-16 13:39:38 | 4,482,427,013,979,020 | fraud_Ruecker-Mayert | kids_pets | 1.15 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | 75fa8a1b770e4ad8364cc31eb4193e58 | 1,371,389,978 | 39.666664 | -82.915217 | 0 |
1,284,775 | 2020-06-16 13:40:21 | 343,472,729,187,663 | fraud_Rippin-VonRueden | health_fitness | 7.77 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | eb8d1504ed9830e08a69bcaf0f1f5006 | 1,371,390,021 | 42.757537 | -71.847411 | 0 |
1,284,776 | 2020-06-16 13:40:22 | 6,534,628,260,579,800 | fraud_Reichert-Weissnat | travel | 8.36 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | badb008686cd2011836215d4661abde5 | 1,371,390,022 | 44.245455 | -73.070278 | 0 |
1,284,777 | 2020-06-16 13:40:26 | 6,595,970,453,799,027 | fraud_Monahan-Morar | personal_care | 6.35 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | c28bc8ccc1794f5bf7ed6d376d991582 | 1,371,390,026 | 40.315231 | -74.082564 | 0 |
1,284,778 | 2020-06-16 13:40:31 | 4,128,730,454,058,057,700 | fraud_Kilback, Nitzsche and Leffler | travel | 6.9 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | 68d7fe9fa3ad3e3699805bad462074c9 | 1,371,390,031 | 32.377009 | -94.674041 | 0 |
1,284,779 | 2020-06-16 13:40:45 | 4,427,805,710,168 | fraud_Predovic Inc | shopping_net | 3.77 | Michelle | Rodriguez | F | 1742 Brandon Squares Apt. 461 | Ruidoso | NM | 88,355 | 33.3305 | -105.6933 | 8,874 | Licensed conveyancer | 2000-08-16 | b112b8299df8282adedbab61b2e6e359 | 1,371,390,045 | 33.194069 | -104.845041 | 0 |
1,284,780 | 2020-06-16 13:41:55 | 213,178,850,083,780 | fraud_Bernhard, Grant and Langworth | shopping_pos | 129.07 | Shawn | King | M | 31493 Garcia Summit | Athena | OR | 97,813 | 45.8289 | -118.4971 | 1,302 | Dealer | 1976-10-18 | 602aafe239767090b7b1dc14686245b4 | 1,371,390,115 | 44.83205 | -119.265075 | 0 |
1,284,781 | 2020-06-16 13:42:29 | 501,899,453,424 | fraud_Hyatt, Russel and Gleichner | health_fitness | 76.92 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 7399f3881d1365553838390584ea4735 | 1,371,390,149 | 33.0398 | -86.714487 | 0 |
1,284,782 | 2020-06-16 13:42:32 | 630,471,368,021 | fraud_Block-Hauck | travel | 425.53 | George | Floyd | M | 22502 Baker Mount Suite 241 | Hazel | KY | 42,049 | 36.5422 | -88.3319 | 1,480 | Designer, interior/spatial | 1974-09-14 | b8e119eb6e3935668f065b37e6883f8c | 1,371,390,152 | 37.0454 | -87.919434 | 0 |
1,284,783 | 2020-06-16 13:42:33 | 4,800,395,067,176,717 | fraud_Berge-Ullrich | home | 9.6 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | 37b3d22b60a440c3da90ed78d665b146 | 1,371,390,153 | 41.248436 | -96.316863 | 0 |
1,284,784 | 2020-06-16 13:43:15 | 6,011,197,122,270,059 | fraud_Effertz LLC | entertainment | 1.64 | Vincent | Ward | M | 06730 Joshua Isle Suite 555 | North Brookfield | MA | 1,535 | 42.2665 | -72.0821 | 4,680 | Field seismologist | 1986-04-03 | c39b639297863cb7b345a5504ba6f65a | 1,371,390,195 | 42.510475 | -71.780212 | 0 |
1,284,785 | 2020-06-16 13:43:21 | 4,312,133,045,694,601,000 | fraud_Terry Ltd | home | 25.84 | Julian | Price | M | 086 Pierce Cove | Pikesville | MD | 21,208 | 39.3764 | -76.729 | 33,917 | Company secretary | 1977-06-12 | dbfeb44b0ac60f88e60a9c6b61cf399b | 1,371,390,201 | 40.307208 | -76.357987 | 0 |
1,284,786 | 2020-06-16 13:43:22 | 4,952,583,804,639,909 | fraud_Beier and Sons | home | 123.13 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | b2a0a3f219b4e17b56e1311f0bd97d24 | 1,371,390,202 | 41.272721 | -81.139195 | 0 |
1,284,787 | 2020-06-16 13:43:29 | 4,989,847,570,577,635,000 | fraud_Gislason Group | misc_pos | 22.05 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | 91d95d9d83ae2394ecccb3559d6fa087 | 1,371,390,209 | 33.515614 | -82.295876 | 0 |
1,284,788 | 2020-06-16 13:43:30 | 3,568,255,211,412,877 | fraud_Weimann-Lockman | kids_pets | 15.74 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 73aa22d1ae25b25b362584c9bccf63bf | 1,371,390,210 | 41.623259 | -84.618775 | 0 |
1,284,789 | 2020-06-16 13:44:02 | 341,542,810,616,333 | fraud_Ullrich Ltd | kids_pets | 88.18 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | c3f7b24cfb2179f2f76db81752c78d43 | 1,371,390,242 | 39.530702 | -94.773285 | 0 |
1,284,790 | 2020-06-16 13:44:06 | 343,746,486,082,492 | fraud_Little-Gleichner | travel | 3.1 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | b9dc7133ac9726e6d34e01b771ca8ff3 | 1,371,390,246 | 44.155638 | -85.084336 | 0 |
1,284,791 | 2020-06-16 13:44:38 | 213,199,865,312,311 | fraud_Champlin and Sons | home | 33.68 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | e5e62e08ab9044f7bfa053d8957dc343 | 1,371,390,278 | 34.837428 | -85.315907 | 0 |
1,284,792 | 2020-06-16 13:44:48 | 3,543,299,015,720,986 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 1.16 | Angela | White | F | 137 Adam Dale | Lebanon | VA | 24,266 | 36.8809 | -82.0956 | 9,521 | Teacher, English as a foreign language | 1977-10-19 | c4ade84ace0f98b159564eeb9ef53c07 | 1,371,390,288 | 36.846586 | -81.182525 | 0 |
1,284,793 | 2020-06-16 13:46:12 | 213,157,767,990,030 | fraud_Rempel Inc | shopping_net | 4.36 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 7c969e307e398e1e3ca89be20bb480e0 | 1,371,390,372 | 41.750616 | -108.291243 | 0 |
1,284,794 | 2020-06-16 13:46:16 | 6,593,250,708,747,804 | fraud_Predovic Inc | shopping_net | 3.39 | Melissa | Meza | F | 244 Abbott Parkway | Loxahatchee | FL | 33,470 | 26.7383 | -80.276 | 26,551 | Paramedic | 1977-01-04 | 2b78e904a7969cceadc5d5d154496450 | 1,371,390,376 | 26.583833 | -80.903234 | 0 |
1,284,795 | 2020-06-16 13:46:54 | 377,550,167,323,848 | fraud_Thompson-Gleason | health_fitness | 6.36 | Kevin | Walters | M | 87227 Tapia Burgs | Auburn | ME | 4,210 | 44.0948 | -70.239 | 23,045 | Tourist information centre manager | 1958-09-02 | 0fcd3ae4d43fcb16f1f2a7d60039a412 | 1,371,390,414 | 43.695703 | -70.759804 | 0 |
1,284,796 | 2020-06-16 13:47:08 | 213,199,865,312,311 | fraud_Turcotte, Batz and Buckridge | health_fitness | 55.7 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | e901b99890fd24787a5e64d1efe640c6 | 1,371,390,428 | 35.085271 | -84.792697 | 0 |
1,284,797 | 2020-06-16 13:47:10 | 4,104,312,520,615,374 | fraud_Kuhn LLC | shopping_pos | 9.5 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 69a6eca3b1752f23b6b698e27a84f927 | 1,371,390,430 | 34.276321 | -117.241359 | 0 |
1,284,798 | 2020-06-16 13:48:22 | 341,546,199,006,537 | fraud_Gulgowski LLC | home | 18.23 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 038f1f33efaf5d8bc97614629a86de80 | 1,371,390,502 | 64.615304 | -166.114988 | 0 |
1,284,799 | 2020-06-16 13:48:26 | 3,533,742,182,628,021 | fraud_Nader-Heller | misc_net | 4.17 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | 7148fefd647fc70e800313adf13715cd | 1,371,390,506 | 32.839257 | -79.799949 | 0 |
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