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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,291,800 | 2020-06-19 14:30:35 | 213,191,402,330,021 | fraud_Nicolas, Hills and McGlynn | entertainment | 1.8 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | 143e2ac1f1c84b788412be700ace42f8 | 1,371,652,235 | 42.607222 | -87.322158 | 0 |
1,291,801 | 2020-06-19 14:30:47 | 3,582,754,887,089,201 | fraud_Bode-Rempel | kids_pets | 127.88 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 8b37152cbce2f1510857e566137d246d | 1,371,652,247 | 34.303457 | -93.012306 | 0 |
1,291,802 | 2020-06-19 14:33:25 | 3,551,217,896,304,745 | fraud_Langworth LLC | personal_care | 71.33 | 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 | 318887ff713cc26a961fcf58fb31dc50 | 1,371,652,405 | 43.296387 | -73.9364 | 0 |
1,291,803 | 2020-06-19 14:33:36 | 501,802,953,619 | fraud_Schneider, Hayes and Nikolaus | food_dining | 37.92 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | 7e7a52d91efac5338c785a5ddb992a95 | 1,371,652,416 | 40.708173 | -122.427482 | 0 |
1,291,804 | 2020-06-19 14:33:39 | 2,720,433,095,629,877 | fraud_Renner Ltd | home | 8.69 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 4eb423fe753ba31fbdfbb518e42a170a | 1,371,652,419 | 43.589824 | -69.735465 | 0 |
1,291,805 | 2020-06-19 14:34:35 | 376,028,110,684,021 | fraud_Mante, Luettgen and Hackett | health_fitness | 74.55 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | baeb737a59acbe0a6f299b70c99c7f0a | 1,371,652,475 | 40.386577 | -94.160189 | 0 |
1,291,806 | 2020-06-19 14:35:22 | 676,102,124,465 | fraud_Lesch, D'Amore and Brown | food_dining | 110.37 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 1f4c173e525aa9256d62214055afe960 | 1,371,652,522 | 39.394933 | -122.822253 | 0 |
1,291,807 | 2020-06-19 14:35:53 | 4,170,689,372,027,579 | fraud_Kilback and Sons | entertainment | 20.83 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | dca3e083502f0da401ecd5283fd3f67d | 1,371,652,553 | 36.156784 | -97.476429 | 0 |
1,291,808 | 2020-06-19 14:36:49 | 30,501,624,614,310 | fraud_Monahan-Morar | personal_care | 40.15 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 5b5f77d89c8eda63b6afb104a4d17ca1 | 1,371,652,609 | 32.769798 | -82.054568 | 0 |
1,291,809 | 2020-06-19 14:37:54 | 376,028,110,684,021 | fraud_O'Connell, Botsford and Hand | home | 90.05 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | 7369477c5576d9b2bd71f1672b3f8bd7 | 1,371,652,674 | 40.407727 | -93.544942 | 0 |
1,291,810 | 2020-06-19 14:37:56 | 4,010,002,218,955,876 | fraud_Johns Inc | entertainment | 81.34 | Jennifer | Bishop | F | 589 Matthew Brooks | Houston | TX | 77,026 | 29.7972 | -95.3288 | 2,906,700 | Animator | 1983-08-24 | 02386a379567191d1cd1275250975c24 | 1,371,652,676 | 28.934702 | -94.542648 | 0 |
1,291,811 | 2020-06-19 14:38:19 | 3,501,365,119,557,234 | fraud_Streich Ltd | home | 63.83 | Danielle | Allen | F | 87198 Macias Drive Suite 389 | Loving | NM | 88,256 | 32.274 | -104.0914 | 1,925 | Educational psychologist | 1952-05-26 | 5fb654d5e7193ec965d0024273e23e62 | 1,371,652,699 | 32.01235 | -103.818027 | 0 |
1,291,812 | 2020-06-19 14:38:34 | 4,179,719,215,697,782 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 3.96 | Belinda | Jimenez | F | 6807 Jacob Skyway Apt. 331 | Rockwell | IA | 50,469 | 43.0032 | -93.2167 | 1,574 | Scientist, audiological | 1982-12-27 | b0b67a11fc4f461b68743de1f3d05344 | 1,371,652,714 | 43.67876 | -94.180939 | 0 |
1,291,813 | 2020-06-19 14:38:56 | 4,653,879,239,169,997 | fraud_Roberts, Ryan and Smith | personal_care | 93.91 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | 130709cf16626c67f6bc2bd3d76b96d0 | 1,371,652,736 | 36.210645 | -86.357761 | 0 |
1,291,814 | 2020-06-19 14:39:01 | 2,266,735,643,685,262 | fraud_Konopelski, Schneider and Hartmann | food_dining | 24.4 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 7ce3a65fa3573f248227db0b55cefc88 | 1,371,652,741 | 35.491637 | -86.403283 | 0 |
1,291,815 | 2020-06-19 14:39:06 | 4,610,050,989,831,291 | fraud_Bartoletti and Sons | personal_care | 75.91 | James | Lynch | M | 5155 Mary Common Apt. 927 | Utica | PA | 16,362 | 41.4798 | -79.9403 | 1,102 | Garment/textile technologist | 1989-07-08 | d63a9818baa5cabc291a57706ce503da | 1,371,652,746 | 40.762974 | -79.806143 | 0 |
1,291,816 | 2020-06-19 14:40:24 | 2,296,006,538,441,789 | fraud_Boyer PLC | shopping_net | 42.51 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | 2c2d17534b2934903d23b03436323f4b | 1,371,652,824 | 39.928229 | -74.343658 | 0 |
1,291,817 | 2020-06-19 14:40:38 | 3,559,679,414,981,506 | fraud_Berge, Kautzer and Harris | personal_care | 50.38 | Olivia | Stephenson | F | 292 Cassidy Oval | Lowville | NY | 13,367 | 43.7893 | -75.4156 | 8,830 | Theme park manager | 1991-03-29 | f88d2b50a88c9d670217712624db21ee | 1,371,652,838 | 43.831467 | -75.852587 | 0 |
1,291,818 | 2020-06-19 14:42:33 | 5,410,056,176,712,193 | fraud_Hyatt, Russel and Gleichner | health_fitness | 10.32 | Jeffrey | Krause | M | 4742 Alexandria Mountain | New Franken | WI | 54,229 | 44.5592 | -87.8235 | 4,306 | Art therapist | 1989-10-19 | f90eaad95c8b531070f6e4fe350e71f2 | 1,371,652,953 | 43.902537 | -87.644085 | 0 |
1,291,819 | 2020-06-19 14:42:55 | 4,512,828,414,983,802,000 | fraud_Klein Group | entertainment | 38.43 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 1a7d8b5e6fd6a142ae33536f2533f569 | 1,371,652,975 | 40.871462 | -80.331422 | 0 |
1,291,820 | 2020-06-19 14:43:07 | 4,239,436,242,473 | fraud_Kilback and Sons | entertainment | 296 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | 39819c98e2229290f71ae06572e513e3 | 1,371,652,987 | 37.855976 | -78.032113 | 0 |
1,291,821 | 2020-06-19 14:43:10 | 2,248,735,346,244,816 | fraud_Bode-Rempel | kids_pets | 1.45 | Jacob | Weber | M | 29156 Mark Park Apt. 108 | Utica | KS | 67,584 | 38.6411 | -100.138 | 269 | Product/process development scientist | 1962-11-11 | 140fb71ed17a15c20e41dd800340bd5b | 1,371,652,990 | 39.359508 | -100.960433 | 0 |
1,291,822 | 2020-06-19 14:43:40 | 6,011,652,924,285,713 | fraud_Roberts-Beahan | misc_pos | 3.04 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 08d7d705ff69aed4007a9a3f6e6cdf53 | 1,371,653,020 | 37.848984 | -93.120707 | 0 |
1,291,823 | 2020-06-19 14:44:22 | 180,036,456,789,979 | fraud_Pollich LLC | home | 81.13 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | be3ffee3946a33875987fb7a41c442d9 | 1,371,653,062 | 43.32714 | -90.300967 | 0 |
1,291,824 | 2020-06-19 14:46:06 | 4,003,989,662,068,504 | fraud_O'Reilly, Mohr and Purdy | home | 57.8 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | d2899cccd698d0ebabfa69b78c162c75 | 1,371,653,166 | 32.634007 | -86.614429 | 0 |
1,291,825 | 2020-06-19 14:46:31 | 3,583,635,130,604,947 | fraud_Bernhard, Grant and Langworth | shopping_pos | 7.96 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 0641344431a233147a78156c5f9230f9 | 1,371,653,191 | 39.428528 | -75.654785 | 0 |
1,291,826 | 2020-06-19 14:47:45 | 3,589,255,887,819,806 | fraud_Ernser-Feest | home | 73.89 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | b994b9a036bdecfa6745e81a2106abe8 | 1,371,653,265 | 40.000921 | -78.391561 | 0 |
1,291,827 | 2020-06-19 14:47:50 | 3,536,918,668,124,647 | fraud_Durgan, Gislason and Spencer | home | 84.83 | Michelle | Juarez | F | 44864 Melton Vista Suite 310 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Science writer | 1955-06-12 | b0906e0e0153542e0d397d261ee82790 | 1,371,653,270 | 37.671728 | -121.077947 | 0 |
1,291,828 | 2020-06-19 14:48:56 | 6,595,970,453,799,027 | fraud_Bogisich-Weimann | kids_pets | 61.59 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 8dbedc740c472ab3aaf020e15434f339 | 1,371,653,336 | 39.930723 | -74.256291 | 0 |
1,291,829 | 2020-06-19 14:49:21 | 375,848,982,312,810 | fraud_Armstrong, Walter and Gottlieb | food_dining | 1.7 | Dale | Smith | M | 25036 Contreras Turnpike Suite 270 | Purmela | TX | 76,566 | 31.4841 | -97.9903 | 258 | Web designer | 1943-12-15 | ae2c0d548ecad7938431aa8513a2f886 | 1,371,653,361 | 31.61412 | -98.169374 | 0 |
1,291,830 | 2020-06-19 14:49:24 | 4,155,021,259,183,870 | fraud_Lowe, Dietrich and Erdman | kids_pets | 75.13 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | 47bcfb236218df39072643748c3ab5e8 | 1,371,653,364 | 34.415019 | -99.411997 | 0 |
1,291,831 | 2020-06-19 14:49:45 | 30,044,330,818,990 | fraud_Friesen Ltd | health_fitness | 99.89 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | ec8001baafde4481d35201bb09c2d741 | 1,371,653,385 | 25.565852 | -81.430754 | 0 |
1,291,832 | 2020-06-19 14:50:49 | 4,890,424,426,862,857,000 | fraud_Moore, Williamson and Emmerich | home | 73.77 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 24d46041a07ceb90c13575c3dd393900 | 1,371,653,449 | 38.074102 | -121.194454 | 0 |
1,291,833 | 2020-06-19 14:50:52 | 4,646,845,581,490,336,000 | fraud_Monahan-Morar | personal_care | 46.24 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | a5e6ac4434dd1a61f43ab6cc849c47bc | 1,371,653,452 | 41.639443 | -73.215407 | 0 |
1,291,834 | 2020-06-19 14:51:09 | 4,926,376,199,189,801 | fraud_Kuhic LLC | shopping_net | 8.93 | Claire | Davis | F | 83685 Matthew Center Suite 870 | Cherokee Village | AR | 72,529 | 36.3011 | -91.5281 | 4,726 | Pharmacologist | 1977-06-07 | 809e071bd3875a831051ceadfe484535 | 1,371,653,469 | 36.036845 | -91.696219 | 0 |
1,291,835 | 2020-06-19 14:51:21 | 3,521,417,320,836,166 | fraud_Macejkovic-Lesch | shopping_pos | 3.04 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | cccd0f90c13f90d05afb42fbd5cc52bc | 1,371,653,481 | 40.182886 | -87.180489 | 0 |
1,291,836 | 2020-06-19 14:52:24 | 5,410,056,176,712,193 | fraud_Nienow, Ankunding and Collier | misc_pos | 2.93 | Jeffrey | Krause | M | 4742 Alexandria Mountain | New Franken | WI | 54,229 | 44.5592 | -87.8235 | 4,306 | Art therapist | 1989-10-19 | 5d8182a5926a2c11965a8d84547e4cd6 | 1,371,653,544 | 44.684164 | -87.113242 | 0 |
1,291,837 | 2020-06-19 14:52:29 | 4,599,735,407,877,245,000 | fraud_Kling, Howe and Schneider | home | 18.85 | Mary | Myers | F | 39787 Pamela Fall Suite 639 | Tiptonville | TN | 38,079 | 36.3846 | -89.4649 | 5,577 | Geochemist | 1964-12-30 | b47e42d088025c034aa9ecfda35ff2e9 | 1,371,653,549 | 36.50487 | -89.126024 | 0 |
1,291,838 | 2020-06-19 14:55:08 | 4,900,628,639,996 | fraud_Wilkinson Ltd | entertainment | 6.62 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | b0fe6a38b209d69f0c1856cf66877c43 | 1,371,653,708 | 34.090312 | -117.252711 | 0 |
1,291,839 | 2020-06-19 14:55:29 | 38,947,654,498,698 | fraud_Hettinger, McCullough and Fay | home | 11.81 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | 58d7fcf70b11665a8f07c2e42516b348 | 1,371,653,729 | 38.654096 | -82.088223 | 0 |
1,291,840 | 2020-06-19 14:55:50 | 4,561,546,772,499 | fraud_Thiel Ltd | travel | 9.21 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | f35802fdb3484bd6ff9b994aafa07726 | 1,371,653,750 | 35.955886 | -105.220289 | 0 |
1,291,841 | 2020-06-19 14:57:37 | 630,424,987,505 | fraud_Dare-Marvin | entertainment | 11.6 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 9281825e01d0cc55205979a99d94b9c9 | 1,371,653,857 | 39.5395 | -78.663234 | 0 |
1,291,842 | 2020-06-19 14:57:40 | 3,583,793,405,872,580 | fraud_Bins-Howell | personal_care | 94.42 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 346396b2d2e128cb4cd4ce1610664df1 | 1,371,653,860 | 34.365602 | -98.078643 | 0 |
1,291,843 | 2020-06-19 14:57:46 | 3,560,697,798,177,746 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 59.54 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 13314a9b7a5d693c027eba6b35f2ab15 | 1,371,653,866 | 34.689995 | -116.06023 | 0 |
1,291,844 | 2020-06-19 14:58:11 | 30,150,717,898,388 | fraud_Schmeler-Howe | personal_care | 26.63 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | 6e12a596f8e483765dbd422174bdd40c | 1,371,653,891 | 34.861033 | -85.87757 | 0 |
1,291,845 | 2020-06-19 14:58:18 | 2,235,613,922,823,698 | fraud_Medhurst Inc | home | 15.36 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 9d56b3120bbda15803348a9ffa393b85 | 1,371,653,898 | 42.143033 | -104.145169 | 0 |
1,291,846 | 2020-06-19 14:58:55 | 4,587,657,402,165,341,700 | fraud_White and Sons | home | 3.29 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 39ca89095f2253df74003871f76b84dd | 1,371,653,935 | 40.743448 | -86.75785 | 0 |
1,291,847 | 2020-06-19 14:59:19 | 6,011,934,240,159,560 | fraud_Abbott-Steuber | personal_care | 78.54 | Joshua | Cohen | M | 426 Mark Ports | Brooklin | ME | 4,616 | 44.2541 | -68.5565 | 824 | Loss adjuster, chartered | 1974-11-02 | fd5cface52513e4b650c2421e806a971 | 1,371,653,959 | 43.663756 | -68.379754 | 0 |
1,291,848 | 2020-06-19 15:00:29 | 3,554,849,923,339,851 | fraud_Champlin and Sons | home | 13.26 | John | Hudson | M | 886 Nicole Key | Stillwater | OK | 74,074 | 36.1043 | -97.0609 | 55,345 | Cabin crew | 1948-05-01 | 2c9a7c542270a5e007810b46abedeb15 | 1,371,654,029 | 35.815174 | -96.70531 | 0 |
1,291,849 | 2020-06-19 15:01:19 | 372,382,441,451,095 | fraud_Hammes-Beatty | kids_pets | 187.86 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | 863bc69b8d135d459de79e1d515b8bd1 | 1,371,654,079 | 42.819861 | -74.808219 | 0 |
1,291,850 | 2020-06-19 15:02:30 | 4,610,050,989,831,291 | fraud_Kutch, Steuber and Gerhold | food_dining | 58.5 | James | Lynch | M | 5155 Mary Common Apt. 927 | Utica | PA | 16,362 | 41.4798 | -79.9403 | 1,102 | Garment/textile technologist | 1989-07-08 | 4e80113642a9782db39f409e4c6ebd4e | 1,371,654,150 | 40.663924 | -79.229257 | 0 |
1,291,851 | 2020-06-19 15:02:33 | 4,956,828,990,005,111,000 | fraud_Lesch, D'Amore and Brown | food_dining | 154.29 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 80d32329e630ad95632d862e05632afd | 1,371,654,153 | 40.428196 | -74.407767 | 0 |
1,291,852 | 2020-06-19 15:03:10 | 6,011,581,063,717,667 | fraud_Konopelski, Schneider and Hartmann | food_dining | 86.25 | Jerry | Perkins | M | 3867 Susan Corners Apt. 883 | Brashear | MO | 63,533 | 40.1959 | -92.4333 | 805 | Private music teacher | 1970-06-27 | aba496e300a317bdbb3ac8f3dc52ac1a | 1,371,654,190 | 41.105459 | -92.562433 | 0 |
1,291,853 | 2020-06-19 15:03:16 | 3,546,674,063,249,004 | fraud_Cummerata-Hilpert | entertainment | 26 | Jordan | May | M | 1626 Susan Course | Aledo | TX | 76,008 | 32.7004 | -97.6039 | 13,602 | Optometrist | 1984-07-05 | 7e1d7999b771c8f8ae05eff0004f7f0f | 1,371,654,196 | 33.084596 | -97.56186 | 0 |
1,291,854 | 2020-06-19 15:03:29 | 5,152,054,598,359,927 | fraud_Connelly PLC | food_dining | 35.94 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | e8ba3b8246cb7a68a45ac2004b53c482 | 1,371,654,209 | 29.466591 | -89.125575 | 0 |
1,291,855 | 2020-06-19 15:04:08 | 340,951,438,290,556 | fraud_Skiles LLC | home | 55.87 | Maria | Garcia | F | 865 Thomas Village | Orangeburg | NY | 10,962 | 41.0442 | -73.9609 | 5,950 | Records manager | 1971-07-02 | 175a31aec7be421616eb0f7b146ad605 | 1,371,654,248 | 40.435839 | -74.834284 | 0 |
1,291,856 | 2020-06-19 15:05:09 | 4,599,735,407,877,245,000 | fraud_Zboncak LLC | food_dining | 30.64 | Mary | Myers | F | 39787 Pamela Fall Suite 639 | Tiptonville | TN | 38,079 | 36.3846 | -89.4649 | 5,577 | Geochemist | 1964-12-30 | 634d15c44d4e1cf7cab4e9fac63cdccb | 1,371,654,309 | 37.242019 | -88.478763 | 0 |
1,291,857 | 2020-06-19 15:05:45 | 4,481,131,401,752 | fraud_Ankunding-Carroll | travel | 8.91 | 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 | b4adbb128c50a1f36735dcb836b34ccf | 1,371,654,345 | 41.355092 | -71.285644 | 0 |
1,291,858 | 2020-06-19 15:06:49 | 213,156,747,557,083 | fraud_Dare, Fritsch and Zboncak | health_fitness | 40.16 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 666c95068b334031a815cbb322c4a065 | 1,371,654,409 | 33.422462 | -118.73541 | 0 |
1,291,859 | 2020-06-19 15:07:00 | 4,904,681,492,230,012 | fraud_Hills-Witting | shopping_net | 7.02 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 2ac95c21a51a1ff6729e37e790745f56 | 1,371,654,420 | 41.267005 | -73.71862 | 0 |
1,291,860 | 2020-06-19 15:08:22 | 581,508,178,315 | fraud_Reilly LLC | home | 80.7 | Michael | Vargas | M | 933 Martin Rapids | Desdemona | TX | 76,445 | 32.2819 | -98.5673 | 407 | Clothing/textile technologist | 1978-08-08 | 879a0a5b40b4e2455b24e62f79288b22 | 1,371,654,502 | 32.255754 | -98.637122 | 0 |
1,291,861 | 2020-06-19 15:11:03 | 6,564,459,919,350,820 | fraud_Lynch-Wisozk | home | 15.14 | Douglas | Willis | M | 619 Jeremy Garden Apt. 681 | Benton | WI | 53,803 | 42.5545 | -90.3508 | 1,306 | Public relations officer | 1958-09-10 | bff2876fca829f9e5a2c4af0a67d3eb8 | 1,371,654,663 | 42.07641 | -89.391758 | 0 |
1,291,862 | 2020-06-19 15:11:06 | 4,996,263,498,048,679 | fraud_Douglas, Schneider and Turner | shopping_pos | 2.62 | Kendra | King | F | 154 Hernandez Keys | Smith River | CA | 95,567 | 41.9404 | -124.1587 | 1,930 | Web designer | 1983-06-13 | 2a7e7a8f450edf1ec9311f686076e6ae | 1,371,654,666 | 42.585297 | -123.348911 | 0 |
1,291,863 | 2020-06-19 15:12:49 | 180,042,946,491,150 | fraud_Kuphal-Toy | food_dining | 19.34 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | 43df959d4acb1e3a5bcbde0014dfbd04 | 1,371,654,769 | 27.222955 | -82.607673 | 0 |
1,291,864 | 2020-06-19 15:13:01 | 3,590,736,522,064,285 | fraud_Friesen Inc | shopping_pos | 39.02 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | ce368a34cceeaad1e79ecb96c03c3e9c | 1,371,654,781 | 33.701424 | -92.714656 | 0 |
1,291,865 | 2020-06-19 15:13:04 | 3,518,234,918,950,662 | fraud_Schaefer Ltd | kids_pets | 103.29 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | a4f35dae0589065e0f324357bbd5ac5d | 1,371,654,784 | 33.78515 | -96.219006 | 0 |
1,291,866 | 2020-06-19 15:13:27 | 4,306,586,894,261,180 | fraud_Yost, Schamberger and Windler | kids_pets | 67.77 | Renee | Walls | F | 86542 Jessica Fords Apt. 706 | Veedersburg | IN | 47,987 | 40.1186 | -87.2602 | 4,049 | Development worker, community | 1959-10-19 | 09a7168d7dab2db94e91e32421b30637 | 1,371,654,807 | 40.158306 | -87.672306 | 0 |
1,291,867 | 2020-06-19 15:13:51 | 4,855,488,158,131,690,000 | fraud_Brown Inc | kids_pets | 51.52 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | e3863d8000431e0990132e89ef7b0a48 | 1,371,654,831 | 43.954995 | -72.220232 | 0 |
1,291,868 | 2020-06-19 15:14:24 | 5,540,636,818,935,089 | fraud_Lemke-Gutmann | shopping_net | 3.43 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | e9aecc17348c54b00e84a092d85bd7b0 | 1,371,654,864 | 42.614527 | -70.89226 | 0 |
1,291,869 | 2020-06-19 15:15:46 | 3,589,255,887,819,806 | fraud_Medhurst PLC | shopping_net | 162.51 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | d68767f97a8cd1a4c6db052114593df5 | 1,371,654,946 | 39.824142 | -78.796304 | 0 |
1,291,870 | 2020-06-19 15:16:12 | 4,467,456,915,153,312,300 | fraud_Barton LLC | kids_pets | 117.64 | Rita | Myers | F | 75703 Hernandez Corner Suite 348 | Tampa | FL | 33,620 | 28.06 | -82.4079 | 717,255 | Waste management officer | 1966-09-16 | 647977fb4689bb382f83f17eb6e6ff4a | 1,371,654,972 | 28.502291 | -82.164181 | 0 |
1,291,871 | 2020-06-19 15:16:45 | 4,502,539,526,809,430,000 | fraud_Padberg-Sauer | home | 21.17 | Stephanie | Cummings | F | 1025 Robin Square | Ash Flat | AR | 72,513 | 36.2201 | -91.6421 | 2,856 | Hydrologist | 1926-08-27 | 3a3f02a6cf1d6de554448f0947089c89 | 1,371,655,005 | 35.70964 | -91.152675 | 0 |
1,291,872 | 2020-06-19 15:17:02 | 3,583,635,130,604,947 | fraud_Kerluke-Abshire | shopping_net | 120.88 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 0611bdd311f3ab9c360b899d4c256a62 | 1,371,655,022 | 39.234657 | -75.857826 | 0 |
1,291,873 | 2020-06-19 15:17:02 | 3,560,318,482,131,952 | fraud_Stamm-Witting | shopping_net | 1,104.69 | William | Skinner | M | 524 Wu Spurs Suite 894 | Mount Hope | AL | 35,651 | 34.4793 | -87.4769 | 1,312 | Librarian, academic | 1955-02-01 | fa2fc43c39df2a2133efeac8161957d5 | 1,371,655,022 | 34.357345 | -87.261906 | 1 |
1,291,874 | 2020-06-19 15:17:49 | 630,484,879,808 | fraud_Deckow-Dare | food_dining | 65.49 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | f0a2c9c56c992ed7abbc11cabfba87f0 | 1,371,655,069 | 37.380718 | -120.173192 | 0 |
1,291,875 | 2020-06-19 15:18:11 | 3,585,740,823,295,298 | fraud_Bahringer, Osinski and Block | food_dining | 2.47 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | 030256c85af42fc0dca442643a2b2697 | 1,371,655,091 | 33.772089 | -99.152601 | 0 |
1,291,876 | 2020-06-19 15:18:21 | 3,523,898,249,167,098 | fraud_McCullough LLC | misc_pos | 164.56 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 525e20185e7f0b5383f5efeabef2bab4 | 1,371,655,101 | 40.135817 | -73.564172 | 0 |
1,291,877 | 2020-06-19 15:18:29 | 6,011,948,324,228,984 | fraud_Kutch-Ferry | home | 31.45 | Mckenzie | Brooks | F | 3872 Matthew Skyway | Paris | MS | 38,949 | 34.1992 | -89.382 | 297 | Administrator, local government | 1961-12-14 | bf650288199572898d01dd67d97cff6c | 1,371,655,109 | 34.241064 | -88.462556 | 0 |
1,291,878 | 2020-06-19 15:19:29 | 2,712,209,726,293,386 | fraud_Rau-Robel | kids_pets | 67.04 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | e965d1fd1130cc5dd5fe3ef96b1e2210 | 1,371,655,169 | 30.593372 | -91.900865 | 0 |
1,291,879 | 2020-06-19 15:19:39 | 30,238,755,902,988 | fraud_Schoen Ltd | kids_pets | 68.73 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 01cdf1efb9999f7646f743170b267a9f | 1,371,655,179 | 30.676972 | -96.306554 | 0 |
1,291,880 | 2020-06-19 15:19:48 | 213,161,231,269,724 | fraud_Waelchi-Wolf | kids_pets | 9.94 | Alyssa | Morgan | F | 622 Robin Run Suite 764 | Gadsden | AL | 35,901 | 34.048 | -85.9246 | 67,082 | Physiological scientist | 1963-02-09 | 7c7f41ae3c5ace05150686f1c002323d | 1,371,655,188 | 34.368901 | -86.403014 | 0 |
1,291,881 | 2020-06-19 15:20:01 | 4,178,097,073,221,156 | fraud_Bechtelar-Rippin | food_dining | 86.81 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | f1a781bd6a9c9d14f37ede54e8a09248 | 1,371,655,201 | 42.374584 | -87.009503 | 0 |
1,291,882 | 2020-06-19 15:20:01 | 4,239,436,242,473 | fraud_Cronin, Kshlerin and Weber | health_fitness | 62.89 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | 6edc55012ac2b1976933265cad581937 | 1,371,655,201 | 39.620801 | -77.607751 | 0 |
1,291,883 | 2020-06-19 15:20:07 | 5,359,543,825,610,251 | fraud_Kling-Ernser | entertainment | 4.36 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | d958d17cbc8fc81bc15e5c704347d1d9 | 1,371,655,207 | 46.054244 | -110.849447 | 0 |
1,291,884 | 2020-06-19 15:20:12 | 3,590,736,522,064,285 | fraud_Dibbert and Sons | entertainment | 1.4 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 7515a93e28cf876d909ed98b8d2548f5 | 1,371,655,212 | 34.594253 | -91.602695 | 0 |
1,291,885 | 2020-06-19 15:20:30 | 4,104,312,520,615,374 | fraud_Boyer PLC | misc_pos | 9.81 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | bdb21efd586fc58abd9c9324d5593611 | 1,371,655,230 | 34.125011 | -116.581724 | 0 |
1,291,886 | 2020-06-19 15:20:48 | 213,157,767,990,030 | fraud_Lang, Towne and Schuppe | kids_pets | 47.09 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 12177f486e499d8a332985b7a6be51c9 | 1,371,655,248 | 42.270013 | -109.910564 | 0 |
1,291,887 | 2020-06-19 15:21:06 | 3,500,969,075,198,072 | fraud_Dare-Gibson | health_fitness | 11.83 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 93448f936661c80c57177f8c42c6c9b3 | 1,371,655,266 | 46.357642 | -117.922172 | 0 |
1,291,888 | 2020-06-19 15:22:14 | 376,445,266,762,684 | fraud_Towne LLC | misc_pos | 8.79 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | bcf33728348e1e6a2c0de1f919298d4a | 1,371,655,334 | 40.449214 | -101.467432 | 0 |
1,291,889 | 2020-06-19 15:22:34 | 3,504,178,999,463,051 | fraud_Graham and Sons | health_fitness | 34.42 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | bc8ef6f66c9f5898bea693881b085493 | 1,371,655,354 | 40.107808 | -85.043315 | 0 |
1,291,890 | 2020-06-19 15:22:35 | 4,003,989,662,068,504 | fraud_Mueller, Gerhold and Mueller | health_fitness | 22.15 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 62e59579656ad08181741c8817b8431c | 1,371,655,355 | 33.134419 | -87.289803 | 0 |
1,291,891 | 2020-06-19 15:22:50 | 180,014,262,259,255 | fraud_Hauck, Dietrich and Funk | kids_pets | 59.38 | Brianna | Page | F | 0043 Henry Plaza | Brantley | AL | 36,009 | 31.571 | -86.2743 | 2,566 | Exercise physiologist | 1958-06-26 | 07c12cf5848573c73b89b013b16e6943 | 1,371,655,370 | 31.441971 | -86.45867 | 0 |
1,291,892 | 2020-06-19 15:23:11 | 180,014,262,259,255 | fraud_Zemlak, Tillman and Cremin | personal_care | 49.41 | Brianna | Page | F | 0043 Henry Plaza | Brantley | AL | 36,009 | 31.571 | -86.2743 | 2,566 | Exercise physiologist | 1958-06-26 | 3524925cfdacc7fd227faf029e8eeefc | 1,371,655,391 | 31.07077 | -86.541652 | 0 |
1,291,893 | 2020-06-19 15:23:25 | 213,199,865,312,311 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 83.36 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | 61df36f89b09817a39d4f34ea21dd612 | 1,371,655,405 | 34.870303 | -84.365248 | 0 |
1,291,894 | 2020-06-19 15:23:29 | 3,521,815,216,091,574 | fraud_Medhurst, Cartwright and Ebert | personal_care | 72.17 | Wayne | Marsh | M | 172 Leonard Island | Dumont | CO | 80,436 | 39.7532 | -105.6356 | 565 | Mental health nurse | 1978-08-27 | b34f475de36ea8b723a389f6378cf0b2 | 1,371,655,409 | 39.106143 | -106.527369 | 0 |
1,291,895 | 2020-06-19 15:23:38 | 2,264,937,662,466,770 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 4.33 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 8b1bc004e4d7d4575478e2d809e3d102 | 1,371,655,418 | 29.012621 | -99.406941 | 0 |
1,291,896 | 2020-06-19 15:24:24 | 30,029,052,116,970 | fraud_Graham, Hegmann and Hammes | food_dining | 15.16 | Curtis | Young | M | 4319 Watson Shoals Suite 658 | Falconer | NY | 14,733 | 42.1239 | -79.1895 | 3,833 | Metallurgist | 1970-10-09 | 468cba434b772967dc240b2093b66995 | 1,371,655,464 | 41.743778 | -79.442054 | 0 |
1,291,897 | 2020-06-19 15:24:46 | 2,264,937,662,466,770 | fraud_Goyette, Howell and Collier | shopping_pos | 5.95 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 60378fb9b5c85615f6e0ef9b99dea1e1 | 1,371,655,486 | 28.726178 | -97.616187 | 0 |
1,291,898 | 2020-06-19 15:25:05 | 376,028,110,684,021 | fraud_Jerde-Hermann | travel | 598.59 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | ba6c19a6db6d9219e7949827f51cc053 | 1,371,655,505 | 39.21048 | -93.539288 | 0 |
1,291,899 | 2020-06-19 15:25:58 | 630,451,534,402 | fraud_Little Ltd | kids_pets | 44.35 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 447f928905e8972bcad4ec483e8eccb2 | 1,371,655,558 | 45.422031 | -86.707206 | 0 |
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