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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,276,800 | 2020-06-14 12:45:50 | 2,264,937,662,466,770 | fraud_Padberg-Rogahn | entertainment | 57.44 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | bd6dfc583cdce5ec6a52f30d2f09c0d7 | 1,371,213,950 | 28.672004 | -99.072577 | 0 |
1,276,801 | 2020-06-14 12:46:04 | 4,836,998,673,805,450 | fraud_Hills-Boyer | personal_care | 18.57 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 38f32ea6b0c5486dd324deae0e2b6dd8 | 1,371,213,964 | 45.386634 | -86.819069 | 0 |
1,276,802 | 2020-06-14 12:46:28 | 4,961,003,488,432,306 | fraud_Quitzon-Goyette | home | 22.15 | Stacy | Walsh | F | 324 Donna Ridge Suite 651 | Cressona | PA | 17,929 | 40.6284 | -76.195 | 1,606 | Ecologist | 1966-05-10 | 6c3d34149c247cb13c02892f7b2a1f6c | 1,371,213,988 | 40.451872 | -75.237807 | 0 |
1,276,803 | 2020-06-14 12:46:29 | 3,565,414,434,959,494 | fraud_Rau-Grant | kids_pets | 4.35 | Ryan | Arnold | M | 2056 Michael Wells Apt. 348 | Prairie Creek | IN | 47,869 | 39.4336 | -87.4101 | 137 | Materials engineer | 1967-03-12 | 113faaad762c57efa11b15ab57affab4 | 1,371,213,989 | 38.784992 | -87.755536 | 0 |
1,276,804 | 2020-06-14 12:46:53 | 4,783,226,709,001 | fraud_Kassulke Inc | entertainment | 16.03 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | d736ec244802cb2e26a7a2712e101f1d | 1,371,214,013 | 37.82007 | -99.544884 | 0 |
1,276,805 | 2020-06-14 12:46:56 | 345,389,171,551,808 | fraud_Padberg-Rogahn | entertainment | 52.12 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | 19692bf120f8b62de887faeb5f57a05c | 1,371,214,016 | 34.229687 | -89.872559 | 0 |
1,276,806 | 2020-06-14 12:47:06 | 4,769,426,683,924,059,000 | fraud_Schroeder, Hauck and Treutel | entertainment | 10.29 | Andrea | Cruz | F | 26572 Hodge Villages Suite 512 | Mifflin | PA | 17,058 | 40.5553 | -77.4001 | 1,909 | Mining engineer | 1954-08-22 | 2d0574f44173b55b9ec006ebbe360a03 | 1,371,214,026 | 39.989655 | -77.091587 | 0 |
1,276,807 | 2020-06-14 12:47:07 | 4,482,427,013,979,020 | fraud_Larkin, Stracke and Greenfelder | entertainment | 55.77 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | ad682433904bb8a352055e3b12aeab24 | 1,371,214,027 | 38.071937 | -82.630096 | 0 |
1,276,808 | 2020-06-14 12:47:28 | 4,342,532,437,704,183 | fraud_Will Ltd | food_dining | 6.08 | Kevin | Elliott | M | 1852 Vincent Isle Suite 328 | Newark Valley | NY | 13,811 | 42.2281 | -76.1625 | 4,354 | Further education lecturer | 1994-02-16 | 0b322cef9937cc513ad614b6a9af69e7 | 1,371,214,048 | 42.79011 | -77.092641 | 0 |
1,276,809 | 2020-06-14 12:47:32 | 4,586,810,168,620,942 | fraud_Fadel, Mertz and Rippin | entertainment | 99.27 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | bd6997619663266b9ab80cf712456407 | 1,371,214,052 | 32.868534 | -79.778736 | 0 |
1,276,810 | 2020-06-14 12:47:36 | 4,128,730,454,058,057,700 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 6.92 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | 45417cf57d1c7b17700b287ba3073187 | 1,371,214,056 | 31.84418 | -94.774924 | 0 |
1,276,811 | 2020-06-14 12:48:03 | 213,199,865,312,311 | fraud_Fritsch LLC | travel | 6.44 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | aa43682806929ca7744938bc6f236bcc | 1,371,214,083 | 35.36803 | -85.367217 | 0 |
1,276,812 | 2020-06-14 12:48:05 | 344,709,867,813,900 | fraud_Beier LLC | entertainment | 29.95 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 2648b5c909477f94e343ebc9e879d371 | 1,371,214,085 | 28.265383 | -82.209427 | 0 |
1,276,813 | 2020-06-14 12:48:28 | 30,118,423,745,458 | fraud_Haley Group | misc_pos | 4.92 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 1d196993b6fe2ecd1c6763f59d2b9928 | 1,371,214,108 | 39.701593 | -73.892089 | 0 |
1,276,814 | 2020-06-14 12:48:52 | 3,541,160,328,600,277 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 148.41 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 272abc7e97b5d597264f11a045c7308c | 1,371,214,132 | 38.817103 | -91.107181 | 0 |
1,276,815 | 2020-06-14 12:49:00 | 5,580,563,567,307,107 | fraud_Bahringer, Osinski and Block | food_dining | 53.29 | Stanley | Dickson | M | 078 Alex Fields | Smock | PA | 15,480 | 39.9961 | -79.7678 | 1,946 | Charity fundraiser | 1990-06-21 | 5d70f50c5250550323d12f667e1aba77 | 1,371,214,140 | 39.114119 | -80.485307 | 0 |
1,276,816 | 2020-06-14 12:49:14 | 38,052,002,992,326 | fraud_Torphy-Goyette | shopping_pos | 5.29 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | a296fed6386e8aa2f49ab621d52437ff | 1,371,214,154 | 29.946911 | -94.268007 | 0 |
1,276,817 | 2020-06-14 12:49:14 | 5,359,543,825,610,251 | fraud_Cummerata-Hilpert | entertainment | 30.4 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | 158825ce78d227f84f7c4d2fa8d13f7f | 1,371,214,154 | 45.186645 | -111.060558 | 0 |
1,276,818 | 2020-06-14 12:50:27 | 3,506,592,072,985,012 | fraud_Kemmer-Buckridge | misc_pos | 245.74 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | 97b6f8caad57d46728e7d0566e3660fa | 1,371,214,227 | 38.019749 | -89.879757 | 0 |
1,276,819 | 2020-06-14 12:50:44 | 581,293,083,266 | fraud_Bogisich-Weimann | kids_pets | 52.97 | William | Thomas | M | 39227 Mcpherson Shoals | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Podiatrist | 1989-10-06 | 4acbe70f1537d3c6fc786690d7765ef2 | 1,371,214,244 | 36.134051 | -97.227998 | 0 |
1,276,820 | 2020-06-14 12:51:55 | 4,003,989,662,068,504 | fraud_Douglas, DuBuque and McKenzie | travel | 9.51 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 7a5a6f85d32a2135d4f3f37c37d839e3 | 1,371,214,315 | 34.049044 | -87.740233 | 0 |
1,276,821 | 2020-06-14 12:52:08 | 639,023,984,367 | fraud_Watsica LLC | personal_care | 17.33 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | bd7ae039a1696dcb968c8a5a70a7285f | 1,371,214,328 | 44.496671 | -75.201076 | 0 |
1,276,822 | 2020-06-14 12:52:41 | 4,836,998,673,805,450 | fraud_Wuckert-Goldner | home | 31.19 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | f6151daa8f2ce5c5cce4074f8ced6c5b | 1,371,214,361 | 46.48972 | -87.145255 | 0 |
1,276,823 | 2020-06-14 12:52:44 | 3,541,160,328,600,277 | fraud_Schroeder Group | health_fitness | 85.13 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 09e63dd0def18f8a79f3904142227e37 | 1,371,214,364 | 39.84991 | -89.280653 | 0 |
1,276,824 | 2020-06-14 12:53:21 | 4,198,470,814,557 | fraud_Torp-Lemke | misc_pos | 5.1 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | a8d976a4392b0712c3ede92a3397bcb5 | 1,371,214,401 | 40.946787 | -95.606026 | 0 |
1,276,825 | 2020-06-14 12:53:56 | 6,515,067,575,568,369 | fraud_Bauch-Blanda | entertainment | 64.93 | Kevin | Pena | M | 2674 Bentley Radial | Damascus | VA | 24,236 | 36.6403 | -81.7776 | 3,085 | Land/geomatics surveyor | 1990-10-15 | 4f8544edfc7c2ebec39bbb3beef59812 | 1,371,214,436 | 37.630654 | -81.327995 | 0 |
1,276,826 | 2020-06-14 12:54:22 | 4,716,561,796,955,522 | fraud_Erdman-Schaden | personal_care | 72.64 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 67daaf1c6eb8518169ed6fc0be38b421 | 1,371,214,462 | 49.205322 | -112.660931 | 0 |
1,276,827 | 2020-06-14 12:54:25 | 4,755,696,071,492 | fraud_Kilback LLC | food_dining | 56.68 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 0ff2b9ab5f3b05d0206c5a9839344de9 | 1,371,214,465 | 32.419412 | -96.330307 | 0 |
1,276,828 | 2020-06-14 12:54:30 | 4,158,758,517,677,931 | fraud_Mueller, Gerhold and Mueller | health_fitness | 19.53 | Dawn | Cox | F | 193 Catherine Ways | Hills | MN | 56,138 | 43.5335 | -96.3645 | 899 | Data scientist | 1995-01-15 | 5e8c9853b9104aff6e660793ea289853 | 1,371,214,470 | 44.44708 | -95.370287 | 0 |
1,276,829 | 2020-06-14 12:54:57 | 3,501,942,333,500,073 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 33.08 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | 0a55bd3f3b99d532167274dd82a43c37 | 1,371,214,497 | 33.911179 | -112.799257 | 0 |
1,276,830 | 2020-06-14 12:55:28 | 30,546,453,310,167 | fraud_Hagenes, Hermann and Stroman | travel | 4.28 | Nicholas | Tran | M | 672 Randall Burg Suite 551 | Belmont | NH | 3,220 | 43.4512 | -71.489 | 7,430 | Scientist, research (medical) | 1955-01-13 | 94ea3f650706575a13d631e67b987575 | 1,371,214,528 | 44.114111 | -71.108662 | 0 |
1,276,831 | 2020-06-14 12:55:45 | 501,899,453,424 | fraud_Mosciski Group | travel | 8.9 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | ab72cca255bb1ce076951a91b56af9cd | 1,371,214,545 | 33.676222 | -86.902102 | 0 |
1,276,832 | 2020-06-14 12:56:02 | 3,589,255,887,819,806 | fraud_Kling, Howe and Schneider | home | 240.39 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | d22734487f2bcb8e8b76e84b03a7f0ae | 1,371,214,562 | 40.13443 | -77.756328 | 0 |
1,276,833 | 2020-06-14 12:56:09 | 2,720,433,095,629,877 | fraud_Koelpin and Sons | misc_net | 7.37 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 5c138d058e6de955117980f82440d60d | 1,371,214,569 | 43.337759 | -69.164771 | 0 |
1,276,834 | 2020-06-14 12:56:14 | 4,476,840,372,112 | fraud_Thiel PLC | misc_pos | 98.99 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 695289e5f62665e068238851894bf567 | 1,371,214,574 | 35.060472 | -86.913918 | 0 |
1,276,835 | 2020-06-14 12:56:25 | 3,541,160,328,600,277 | fraud_Kris-Padberg | shopping_pos | 211.7 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | f2dd530cf134134a76e2c2bcd2da44b6 | 1,371,214,585 | 40.197099 | -90.421999 | 0 |
1,276,836 | 2020-06-14 12:56:27 | 6,538,441,737,335,434 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 183.67 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 2283904e1ecc01aaa58ea1481456ccff | 1,371,214,587 | 41.631474 | -80.476725 | 0 |
1,276,837 | 2020-06-14 12:56:55 | 343,668,971,234,893 | fraud_Beier and Sons | home | 67.08 | Sally | Moore | F | 835 Reese Views Suite 884 | Hopkins | SC | 29,061 | 33.9349 | -80.8449 | 13,717 | Chiropodist | 1949-11-16 | a9f04855131c7d425925e66c97240f3f | 1,371,214,615 | 34.101607 | -80.066886 | 0 |
1,276,838 | 2020-06-14 12:57:17 | 4,904,681,492,230,012 | fraud_Osinski Inc | personal_care | 185.79 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | e9c873ab85264d65035192a7e65ac531 | 1,371,214,637 | 42.624042 | -73.949643 | 0 |
1,276,839 | 2020-06-14 12:57:54 | 213,178,765,398,315 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 58.05 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | b326d74e87907531e6377c1341036012 | 1,371,214,674 | 43.031194 | -107.913659 | 0 |
1,276,840 | 2020-06-14 12:57:58 | 375,082,648,741,747 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 273.38 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 15b5b7d851ae83ed80b218796dfad9e0 | 1,371,214,678 | 47.906908 | -97.543475 | 0 |
1,276,841 | 2020-06-14 12:58:41 | 4,570,636,521,433,188 | fraud_Fadel-Hilpert | health_fitness | 83.03 | Christine | Leblanc | F | 5097 Jodi Vista Suite 811 | Deltona | FL | 32,725 | 28.8989 | -81.2473 | 88,735 | Commercial horticulturist | 1988-04-09 | 2f1fffbf11ebde4179ab6f47bd2592ed | 1,371,214,721 | 28.290713 | -80.818406 | 0 |
1,276,842 | 2020-06-14 12:59:26 | 30,273,037,698,427 | fraud_Zboncak LLC | food_dining | 54.22 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | e4a89d9cffedcc998462b8fcce245a8a | 1,371,214,766 | 35.19378 | -90.522688 | 0 |
1,276,843 | 2020-06-14 12:59:42 | 4,208,110,975,550,360,000 | fraud_Ledner, Hartmann and Feest | health_fitness | 72.07 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | 6b5cb9511c5916ee43636711a7a8359b | 1,371,214,782 | 30.804519 | -81.948421 | 0 |
1,276,844 | 2020-06-14 13:01:45 | 340,953,839,692,349 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 2.62 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | 153930cd4106700fa9d390009cff3901 | 1,371,214,905 | 42.651178 | -83.172304 | 0 |
1,276,845 | 2020-06-14 13:02:31 | 4,364,010,865,167,176 | fraud_Schroeder Group | health_fitness | 21.93 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 4937ef42218f175217b69a4bd353ebb1 | 1,371,214,951 | 38.623435 | -119.105307 | 0 |
1,276,846 | 2020-06-14 13:03:33 | 371,009,169,330,125 | fraud_Thompson-Gleason | health_fitness | 50.2 | 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 | ea4ae2f54ecc9cbe082b4b20c0755d88 | 1,371,215,013 | 31.369014 | -84.363764 | 0 |
1,276,847 | 2020-06-14 13:03:43 | 30,428,204,673,351 | fraud_Ullrich Ltd | kids_pets | 44.6 | Greg | Villarreal | M | 2851 Foster Shoals | Schaefferstown | PA | 17,088 | 40.3087 | -76.2963 | 823 | Gaffer | 1982-07-02 | 5880a780639b0cc9f86018b72c0bb8db | 1,371,215,023 | 40.424812 | -75.826023 | 0 |
1,276,848 | 2020-06-14 13:04:02 | 3,533,742,182,628,021 | fraud_Gleason and Sons | kids_pets | 28.94 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | a99e6211f42bbf2542f02fdfca3493f6 | 1,371,215,042 | 33.241573 | -79.71875 | 0 |
1,276,849 | 2020-06-14 13:04:17 | 5,127,412,150,261,034 | fraud_Pfeffer and Sons | shopping_pos | 6.06 | David | Campbell | M | 2989 Murray Inlet | Washington | DC | 20,017 | 38.9367 | -76.994 | 601,723 | Psychotherapist, child | 1991-02-04 | ff976c577a611e6f374e9510b5262862 | 1,371,215,057 | 39.601123 | -77.28215 | 0 |
1,276,850 | 2020-06-14 13:05:03 | 3,583,793,405,872,580 | fraud_Huel-Langworth | misc_net | 7.87 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 5aa213360bcb3d3f580e2d27a8510e21 | 1,371,215,103 | 34.173601 | -98.874314 | 0 |
1,276,851 | 2020-06-14 13:05:14 | 5,104,807,169,438,134 | fraud_Willms, Kris and Bergnaum | shopping_pos | 11.61 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | ce78f70cac10e784b7e6e93c47297ce0 | 1,371,215,114 | 39.841165 | -72.671732 | 0 |
1,276,852 | 2020-06-14 13:05:16 | 4,810,789,809,665,943,000 | fraud_Shields-Wunsch | health_fitness | 50.43 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 6725d4943d5d72c0f3dae4c8bb968d08 | 1,371,215,116 | 40.430777 | -84.039936 | 0 |
1,276,853 | 2020-06-14 13:05:49 | 4,509,142,395,811,241 | fraud_Pouros, Walker and Spencer | kids_pets | 66.03 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 25b85bcd42b223a543526459fa65b655 | 1,371,215,149 | 30.833975 | -82.429294 | 0 |
1,276,854 | 2020-06-14 13:05:50 | 4,428,154,703,770,710 | fraud_Gottlieb-Hansen | personal_care | 127.64 | Brittany | Guerra | F | 79209 Gary Dale | Colton | WA | 99,113 | 46.5901 | -117.1692 | 761 | Chief Marketing Officer | 1943-06-30 | 3207e34be8195e6ae762a0dfc081a371 | 1,371,215,150 | 47.142078 | -117.360672 | 0 |
1,276,855 | 2020-06-14 13:05:51 | 6,506,116,513,503,136 | fraud_Windler, Goodwin and Kovacek | home | 70.03 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | c88d9e989ec2468fff393607cb6177ad | 1,371,215,151 | 32.27213 | -95.422975 | 0 |
1,276,856 | 2020-06-14 13:06:22 | 340,951,438,290,556 | fraud_Gleason-Macejkovic | shopping_net | 1.11 | Maria | Garcia | F | 865 Thomas Village | Orangeburg | NY | 10,962 | 41.0442 | -73.9609 | 5,950 | Records manager | 1971-07-02 | 4777d4d09e6ac767a3876c09151bd19e | 1,371,215,182 | 40.233288 | -74.007313 | 0 |
1,276,857 | 2020-06-14 13:07:01 | 3,566,875,419,572,867 | fraud_Medhurst Inc | home | 78.67 | Adam | Mcdonald | M | 997 Cameron Meadow Apt. 980 | South Hero | VT | 5,486 | 44.64 | -73.3113 | 1,654 | Transport planner | 1991-01-31 | deb897f59ac430662f1af3fdfd8f79d2 | 1,371,215,221 | 45.444905 | -73.562865 | 0 |
1,276,858 | 2020-06-14 13:07:33 | 3,583,635,130,604,947 | fraud_Harris Group | food_dining | 43.92 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | bdc80e87bcb89b6db73e325f3e687463 | 1,371,215,253 | 40.810387 | -75.600533 | 0 |
1,276,859 | 2020-06-14 13:07:47 | 180,042,946,491,150 | fraud_Gleason-Macejkovic | shopping_net | 21.98 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | 32072ac1bdf6784d4dcb455e3089373e | 1,371,215,267 | 28.350306 | -82.103576 | 0 |
1,276,860 | 2020-06-14 13:08:02 | 571,844,099,986 | fraud_Wilkinson PLC | kids_pets | 59.52 | Susan | Mills | F | 005 Cody Estates | Louisville | KY | 40,202 | 38.2507 | -85.7476 | 736,284 | Engineering geologist | 1952-04-02 | b567212e986c686b3261e8478551ca91 | 1,371,215,282 | 37.685477 | -86.366518 | 0 |
1,276,861 | 2020-06-14 13:08:46 | 3,577,578,023,716,568 | fraud_Gislason Group | travel | 3.98 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 756e05a3c45c2b9085d9d702d3e7ffff | 1,371,215,326 | 40.541794 | -81.387682 | 0 |
1,276,862 | 2020-06-14 13:08:47 | 4,364,010,865,167,176 | fraud_Streich, Rolfson and Wilderman | kids_pets | 60.53 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 04f3acf2588f75dcab3fc9fd449c4773 | 1,371,215,327 | 38.724271 | -120.661614 | 0 |
1,276,863 | 2020-06-14 13:09:29 | 3,598,304,579,370,089 | fraud_Barrows PLC | shopping_pos | 3.42 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | c1eb1b7dff8556fa5a386bc1e1fda196 | 1,371,215,369 | 36.873837 | -97.302789 | 0 |
1,276,864 | 2020-06-14 13:09:57 | 2,254,917,871,818,484 | fraud_Effertz LLC | entertainment | 38.28 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 3acd9cd156a3571bf8334a2d4e989e0b | 1,371,215,397 | 38.66153 | -75.709048 | 0 |
1,276,865 | 2020-06-14 13:09:59 | 675,909,898,057 | fraud_Dickinson Ltd | personal_care | 45.86 | Christopher | Henry | M | 1198 Robert Stravenue Apt. 479 | Armonk | NY | 10,504 | 41.136 | -73.7009 | 7,987 | Television/film/video producer | 1964-03-16 | a2415fb31ac161ed801b37a7959e4d7f | 1,371,215,399 | 40.544325 | -74.05042 | 0 |
1,276,866 | 2020-06-14 13:10:05 | 371,009,169,330,125 | fraud_Fritsch and Sons | health_fitness | 12.41 | 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 | 0ad8b6a571cb9e4f6d22965a4f7ed8aa | 1,371,215,405 | 32.019972 | -84.469221 | 0 |
1,276,867 | 2020-06-14 13:10:18 | 4,294,040,533,480,516 | fraud_Hoppe-Parisian | kids_pets | 22.68 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 772fdbfeaaf15c4c4fbc8f854faaa2c0 | 1,371,215,418 | 33.620753 | -81.821243 | 0 |
1,276,868 | 2020-06-14 13:10:37 | 4,956,828,990,005,111,000 | fraud_Ledner, Hartmann and Feest | health_fitness | 79.83 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | ce600e831a7e2e1bd7b010aba2aae378 | 1,371,215,437 | 40.580828 | -74.678452 | 0 |
1,276,869 | 2020-06-14 13:10:42 | 3,576,021,480,694,169 | fraud_Torphy-Kertzmann | health_fitness | 13.65 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 9f5dcb26d4dab541f631cdaac39407d4 | 1,371,215,442 | 39.969006 | -94.783085 | 0 |
1,276,870 | 2020-06-14 13:10:44 | 3,502,088,871,723,054 | fraud_Kilback Group | food_dining | 35.67 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | fd3618a7e947fbdcce235d2afd2f9f2f | 1,371,215,444 | 38.39304 | -76.14814 | 0 |
1,276,871 | 2020-06-14 13:11:01 | 6,011,367,958,204,270 | fraud_Schuppe-Schuppe | food_dining | 53.5 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 6d7c49af016b6f0c86e98e33cf385c11 | 1,371,215,461 | 41.787975 | -81.129683 | 0 |
1,276,872 | 2020-06-14 13:11:03 | 180,056,173,248,083 | fraud_Medhurst Inc | home | 33.79 | 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 | e6ef474f5c5b4fa954c35c71c24e3ec8 | 1,371,215,463 | 44.350668 | -85.745663 | 0 |
1,276,873 | 2020-06-14 13:11:33 | 2,242,542,703,101,233 | fraud_Volkman-Predovic | shopping_net | 5.67 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 944e6fab3e488ee15e20571ae0258f16 | 1,371,215,493 | 37.737264 | -86.11598 | 0 |
1,276,874 | 2020-06-14 13:12:17 | 630,469,040,731 | fraud_Stiedemann Ltd | food_dining | 1.88 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | 10f382d7b68152ebddc1348bf53f0bcf | 1,371,215,537 | 46.269929 | -121.218051 | 0 |
1,276,875 | 2020-06-14 13:12:32 | 4,536,996,888,716,062,000 | fraud_Wuckert, Wintheiser and Friesen | home | 21.47 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | 0cb457b6e510d859b2adc53a31d0876e | 1,371,215,552 | 36.427612 | -106.370873 | 0 |
1,276,876 | 2020-06-14 13:12:38 | 4,777,065,439,639,721 | fraud_Erdman-Ebert | personal_care | 69.04 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | 1e5e04f9c334b229f249b926e86c610f | 1,371,215,558 | 39.254702 | -75.98093 | 0 |
1,276,877 | 2020-06-14 13:12:47 | 4,806,443,445,305 | fraud_Reichert, Rowe and Mraz | shopping_net | 1.65 | Eric | Patel | M | 69459 Rachel Prairie Apt. 850 | Ironton | OH | 45,638 | 38.5294 | -82.6654 | 21,635 | Geochemist | 2001-07-10 | 215169e67bd9014e58054617d8307b61 | 1,371,215,567 | 38.531773 | -82.638657 | 0 |
1,276,878 | 2020-06-14 13:13:30 | 6,011,348,830,550,197 | fraud_Schiller Ltd | personal_care | 14.4 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 9f9f1f3af801f6261086118679016c54 | 1,371,215,610 | 34.024279 | -85.961677 | 0 |
1,276,879 | 2020-06-14 13:13:46 | 3,533,742,182,628,021 | fraud_Erdman-Ebert | personal_care | 22.23 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | c5568951fc78f4351871066567b0554c | 1,371,215,626 | 32.113359 | -80.6003 | 0 |
1,276,880 | 2020-06-14 13:14:12 | 38,295,635,583,927 | fraud_Ledner, Hartmann and Feest | health_fitness | 71.14 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | 25640b73dfbbab8ce894ed0c4b0d18f2 | 1,371,215,652 | 34.351238 | -99.35532 | 0 |
1,276,881 | 2020-06-14 13:14:18 | 6,011,724,471,098,086 | fraud_Gleason and Sons | kids_pets | 39.17 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | e6f327b53e33e7b75a55b653f5104880 | 1,371,215,658 | 45.472547 | -119.653909 | 0 |
1,276,882 | 2020-06-14 13:14:34 | 675,909,898,057 | fraud_Berge, Kautzer and Harris | personal_care | 36.86 | Christopher | Henry | M | 1198 Robert Stravenue Apt. 479 | Armonk | NY | 10,504 | 41.136 | -73.7009 | 7,987 | Television/film/video producer | 1964-03-16 | cd4823961e331d0c825208ea1c5c783e | 1,371,215,674 | 41.202515 | -73.560494 | 0 |
1,276,883 | 2020-06-14 13:14:34 | 2,713,913,904,780,408 | fraud_Larkin Ltd | kids_pets | 44.97 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 9b321b0c0db12a44d53d44d08a2d060b | 1,371,215,674 | 31.732831 | -91.209055 | 0 |
1,276,884 | 2020-06-14 13:14:40 | 376,445,266,762,684 | fraud_McLaughlin, Armstrong and Koepp | travel | 7.26 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 4a09f832306212a29fcc66d019b65825 | 1,371,215,680 | 41.1649 | -100.805875 | 0 |
1,276,885 | 2020-06-14 13:14:55 | 577,588,686,219 | fraud_Schumm PLC | health_fitness | 9.85 | James | Strickland | M | 25454 Leonard Lake | Spring Church | PA | 15,686 | 40.6153 | -79.4545 | 972 | Public relations account executive | 1997-10-23 | 3810d486e62818d05419b4e929c0873d | 1,371,215,695 | 39.96445 | -80.207979 | 0 |
1,276,886 | 2020-06-14 13:15:25 | 3,566,875,419,572,867 | fraud_Friesen-Ortiz | personal_care | 63.68 | Adam | Mcdonald | M | 997 Cameron Meadow Apt. 980 | South Hero | VT | 5,486 | 44.64 | -73.3113 | 1,654 | Transport planner | 1991-01-31 | 33ce076f04cb8bd8069cad84576b7353 | 1,371,215,725 | 43.906811 | -72.889716 | 0 |
1,276,887 | 2020-06-14 13:15:59 | 3,551,217,896,304,745 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 5.17 | 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 | a823fc3e040638469d3d4e06646efeaf | 1,371,215,759 | 44.744344 | -75.14757 | 0 |
1,276,888 | 2020-06-14 13:16:44 | 3,586,008,444,788,268 | fraud_Schumm PLC | shopping_net | 12.21 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 19911811adbaf9ad19548a0672ca48d1 | 1,371,215,804 | 46.786083 | -121.734015 | 0 |
1,276,889 | 2020-06-14 13:16:46 | 4,908,846,471,916,297 | fraud_Predovic Inc | shopping_net | 13.63 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | 143784e68b6ab2a5bc7bf9f312e9fdae | 1,371,215,806 | 31.484552 | -97.346602 | 0 |
1,276,890 | 2020-06-14 13:16:47 | 3,531,606,252,458,308 | fraud_Osinski, Ledner and Leuschke | grocery_pos | 351.91 | Juan | Taylor | M | 7911 Campbell Crossing Apt. 725 | Stoneham | MA | 2,180 | 42.4828 | -71.0978 | 21,437 | Artist | 1964-06-25 | 5bd8b601305a94bc2a9106b74019b539 | 1,371,215,807 | 43.448261 | -70.957729 | 1 |
1,276,891 | 2020-06-14 13:17:12 | 4,147,608,975,828,480 | fraud_Wilkinson Ltd | entertainment | 25.6 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | 0dd6a903700623a520c051131243ced2 | 1,371,215,832 | 44.401026 | -94.608406 | 0 |
1,276,892 | 2020-06-14 13:17:29 | 345,389,171,551,808 | fraud_Haley Group | misc_pos | 56.87 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | 9b2ea075238b5beab389be35b86fdcff | 1,371,215,849 | 34.297577 | -89.168228 | 0 |
1,276,893 | 2020-06-14 13:17:34 | 345,933,964,507,467 | fraud_Sawayn PLC | shopping_pos | 2.61 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 377d302b10bacdbe7826cd50aab9a250 | 1,371,215,854 | 37.972821 | -75.340117 | 0 |
1,276,894 | 2020-06-14 13:18:24 | 4,198,470,814,557 | fraud_Jacobi and Sons | shopping_pos | 1.95 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | cb365a20ff8d4769557271bd23f6924a | 1,371,215,904 | 40.798367 | -94.665732 | 0 |
1,276,895 | 2020-06-14 13:18:31 | 341,546,199,006,537 | fraud_Bode-Rempel | kids_pets | 28.13 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 69d5e141896a0804e8a6aaf0a5e5ffc1 | 1,371,215,911 | 63.810726 | -165.734076 | 0 |
1,276,896 | 2020-06-14 13:18:31 | 4,855,488,158,131,690,000 | fraud_Ernser-Lynch | food_dining | 64.42 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | 9813a6ee50065b28d611595995476a74 | 1,371,215,911 | 43.306636 | -72.914881 | 0 |
1,276,897 | 2020-06-14 13:18:34 | 4,874,017,206,859,125 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 151.57 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | 27514f3489872afc7c978c820138e27a | 1,371,215,914 | 45.057832 | -122.550011 | 0 |
1,276,898 | 2020-06-14 13:18:42 | 4,755,696,071,492 | fraud_Goyette-Herzog | travel | 7.56 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | ec51f4e4e9af57144cb2d0f0857a876a | 1,371,215,922 | 33.6345 | -97.032286 | 0 |
1,276,899 | 2020-06-14 13:18:48 | 38,797,410,705,641 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 134.61 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | c1fb0c61dc96d2d7ce751daef76817d4 | 1,371,215,928 | 43.359731 | -74.628386 | 0 |
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