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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9,300 | 2019-01-06 20:21:21 | 4,476,840,372,112 | fraud_Osinski Inc | personal_care | 9.24 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | f4412853317c91891670e1e54a6ffa5f | 1,325,881,281 | 34.619413 | -86.195862 | 0 |
9,301 | 2019-01-06 20:22:08 | 4,171,397,999,167,005 | fraud_Graham and Sons | health_fitness | 3.57 | Ashley | Mcdonald | F | 3160 Tina Estates Suite 234 | Marietta | SC | 29,661 | 35.0296 | -82.5136 | 5,648 | Museum/gallery exhibitions officer | 1934-10-06 | a37bbde69718f8ecca37c3165f5c346c | 1,325,881,328 | 35.990105 | -81.833972 | 0 |
9,302 | 2019-01-06 20:22:08 | 4,681,699,462,969 | fraud_Macejkovic-Lesch | shopping_pos | 6.14 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | fe7d85df0f9d4e472179190811615efc | 1,325,881,328 | 35.424592 | -87.008634 | 0 |
9,303 | 2019-01-06 20:22:42 | 2,720,433,095,629,877 | fraud_Pacocha-Weissnat | kids_pets | 13.6 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | a58d3c616d6341507f435dd186dd0cbc | 1,325,881,362 | 43.969313 | -70.497023 | 0 |
9,304 | 2019-01-06 20:22:50 | 3,582,754,887,089,201 | fraud_Fadel-Hilpert | health_fitness | 101.95 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 111fa4e4e5d2a66260263e90844b53b4 | 1,325,881,370 | 34.845329 | -93.450772 | 0 |
9,305 | 2019-01-06 20:22:53 | 4,169,759,661,243,568 | fraud_Bradtke, Torp and Bahringer | personal_care | 74.84 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 0570cf5a034ecbb01f4d2f7f5fed7fd2 | 1,325,881,373 | 39.625448 | -75.550618 | 0 |
9,306 | 2019-01-06 20:24:55 | 3,567,697,931,646,329 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 217.09 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | b813540c5f91ede92bb7c06a220a531a | 1,325,881,495 | 42.030892 | -73.515188 | 0 |
9,307 | 2019-01-06 20:25:18 | 30,026,790,933,302 | fraud_Reichel LLC | personal_care | 72.49 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | 8616dff3371c418b3b7a2b0b5f9d962f | 1,325,881,518 | 32.048273 | -91.454146 | 0 |
9,308 | 2019-01-06 20:25:22 | 630,423,337,322 | fraud_Wuckert, Wintheiser and Friesen | home | 22.62 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | b36fe50e9e7146d36464e41487a394c6 | 1,325,881,522 | 48.973699 | -118.139697 | 0 |
9,309 | 2019-01-06 20:26:03 | 2,254,917,871,818,484 | fraud_Bahringer-Streich | food_dining | 2.99 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | db69569d841387373c16acb9cc32d6d4 | 1,325,881,563 | 38.72685 | -75.475369 | 0 |
9,310 | 2019-01-06 20:26:45 | 30,434,173,205,605 | fraud_Stoltenberg-Beatty | shopping_pos | 6.16 | Kylie | Kirby | F | 79816 Jackson Squares | Shedd | OR | 97,377 | 44.453 | -123.1065 | 917 | Radio broadcast assistant | 1995-07-08 | d315aa4fb9e6092f749ec00d0d82f430 | 1,325,881,605 | 45.278783 | -123.179386 | 0 |
9,311 | 2019-01-06 20:27:10 | 4,560,004,149,983,868,400 | fraud_Terry-Huel | shopping_net | 67.48 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | 26cb105d6cc1b502c11041d0bb133838 | 1,325,881,630 | 39.852779 | -105.534579 | 0 |
9,312 | 2019-01-06 20:27:14 | 6,538,441,737,335,434 | fraud_Lesch Ltd | shopping_pos | 116.86 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | acf7419652539483a41e05983ec0ebea | 1,325,881,634 | 40.507899 | -79.60931 | 0 |
9,313 | 2019-01-06 20:27:37 | 3,527,536,963,490,470 | fraud_Bednar PLC | kids_pets | 33.46 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 6fa560e97affe37d1ed357938d83cf8a | 1,325,881,657 | 32.521272 | -80.85678 | 0 |
9,314 | 2019-01-06 20:27:38 | 4,383,521,454,815 | fraud_Towne LLC | misc_pos | 4.27 | John | Robertson | M | 209 Austin Stream Apt. 231 | Indianapolis | IN | 46,290 | 39.9347 | -86.1633 | 910,148 | Academic librarian | 1987-09-22 | e0c72a2799b6c101feb1b090354de255 | 1,325,881,658 | 40.628839 | -85.284063 | 0 |
9,315 | 2019-01-06 20:27:55 | 4,334,230,547,694,630 | fraud_Connelly-Carter | home | 18.03 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | eea3e3b4ceace3ae54a00b2ee5b573b8 | 1,325,881,675 | 42.963955 | -111.294474 | 0 |
9,316 | 2019-01-06 20:28:02 | 30,143,535,920,989 | fraud_Kertzmann LLC | health_fitness | 11.64 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | b458da125f58905040b522872f6a4d5f | 1,325,881,682 | 39.198787 | -75.065979 | 0 |
9,317 | 2019-01-06 20:29:05 | 561,942,763,351 | fraud_Dare, Casper and Bartoletti | kids_pets | 38.7 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | 179be33850993926dcb89f3e9887c287 | 1,325,881,745 | 39.041254 | -76.22492 | 0 |
9,318 | 2019-01-06 20:30:44 | 4,312,133,045,694,601,000 | fraud_Stiedemann Ltd | food_dining | 3.8 | Julian | Price | M | 086 Pierce Cove | Pikesville | MD | 21,208 | 39.3764 | -76.729 | 33,917 | Company secretary | 1977-06-12 | 6a2e03e080002795933916d518d169bd | 1,325,881,844 | 40.136231 | -76.826439 | 0 |
9,319 | 2019-01-06 20:30:46 | 3,501,942,333,500,073 | fraud_Schaefer, Fay and Hilll | entertainment | 50.53 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | 63a821c0508692f99f18c6739d0c1503 | 1,325,881,846 | 34.220447 | -112.247163 | 0 |
9,320 | 2019-01-06 20:31:17 | 3,518,669,219,150,142 | fraud_Fisher-Schowalter | shopping_net | 8.46 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | 06434cb3cbda5d966b5485f7c17c05a8 | 1,325,881,877 | 39.392765 | -84.336602 | 0 |
9,321 | 2019-01-06 20:31:43 | 4,736,845,434,667,908,000 | fraud_Wilkinson PLC | kids_pets | 49.38 | Toni | Gomez | F | 062 Carl Dam | Altona | NY | 12,910 | 44.8816 | -73.6408 | 2,148 | Surveyor, land/geomatics | 1953-05-23 | 2815d54b196b32f8872d10b3b1829565 | 1,325,881,903 | 44.364034 | -74.204559 | 0 |
9,322 | 2019-01-06 20:32:45 | 378,904,938,837,132 | fraud_Jast Ltd | shopping_net | 5.51 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | 40f418edcaecf570f1c729f033bc8e9d | 1,325,881,965 | 34.822213 | -97.820522 | 0 |
9,323 | 2019-01-06 20:33:10 | 4,239,436,242,473 | fraud_Medhurst Inc | home | 80.29 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | 3fd9fb9a3666c089f3f9ec919d81fef8 | 1,325,881,990 | 39.201672 | -76.713246 | 0 |
9,324 | 2019-01-06 20:33:43 | 4,424,338,559,877,976 | fraud_Daugherty LLC | kids_pets | 63.47 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | 089cd0e5a46dd963409db03185497bdd | 1,325,882,023 | 41.368579 | -84.177027 | 0 |
9,325 | 2019-01-06 20:34:42 | 3,556,613,125,071,656 | fraud_Auer-West | shopping_net | 1.31 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | c07c115638926e7b5d06e471d20075dc | 1,325,882,082 | 28.136573 | -96.162253 | 0 |
9,326 | 2019-01-06 20:34:54 | 340,103,199,302,564 | fraud_Streich Ltd | home | 18.9 | Sophia | Dickson | F | 9047 Rodriguez Turnpike | Gibsonville | NC | 27,249 | 36.1183 | -79.5685 | 12,486 | Arboriculturist | 1934-02-09 | e9e392e9b980ab3c49ee4b0520a7203a | 1,325,882,094 | 37.10619 | -79.287321 | 0 |
9,327 | 2019-01-06 20:36:05 | 4,917,187,576,956,394 | fraud_Pollich LLC | home | 29.32 | Joel | Rivera | M | 121 Solis Summit Apt. 934 | Tryon | OK | 74,875 | 35.8759 | -96.9623 | 1,165 | Psychotherapist, child | 1944-11-11 | 59f2e08f3244ba26f44395522bec07c1 | 1,325,882,165 | 34.904315 | -96.025355 | 0 |
9,328 | 2019-01-06 20:36:20 | 4,658,117,080,136 | fraud_Crooks and Sons | personal_care | 102.14 | Dwayne | Martinez | M | 490 Baldwin Alley Apt. 468 | Crownpoint | NM | 87,313 | 35.7206 | -108.0271 | 5,662 | IT consultant | 1989-04-08 | a8a75b2ca6051026bfda67cb5176c21f | 1,325,882,180 | 34.853188 | -108.545204 | 0 |
9,329 | 2019-01-06 20:37:36 | 4,426,075,337,087,318,500 | fraud_Eichmann-Russel | misc_pos | 403.31 | Kyle | James | M | 621 Smith Hollow Apt. 738 | Topeka | KS | 66,616 | 39.0645 | -95.6413 | 163,415 | Clinical cytogeneticist | 1975-06-25 | 163d4b67e2e1218937fe432764f3d762 | 1,325,882,256 | 38.123218 | -96.221411 | 0 |
9,330 | 2019-01-06 20:38:46 | 4,745,996,322,265 | fraud_Brown-Greenholt | entertainment | 106.94 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 77015f2c644b2a97f24f8749c3bdad92 | 1,325,882,326 | 41.179852 | -85.986916 | 0 |
9,331 | 2019-01-06 20:39:16 | 370,612,217,861,404 | fraud_Streich, Dietrich and Barton | shopping_net | 474.63 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | dd230b7aedd62fa4ff2591f83998c239 | 1,325,882,356 | 39.21832 | -74.940452 | 0 |
9,332 | 2019-01-06 20:39:18 | 30,153,452,207,526 | fraud_Hagenes, Kohler and Hoppe | food_dining | 130.81 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | 01f4df9c4230c7a06eb140a58f06505f | 1,325,882,358 | 31.392772 | -100.342148 | 0 |
9,333 | 2019-01-06 20:39:55 | 30,143,713,661,454 | fraud_Zboncak LLC | food_dining | 10.22 | Nicholas | Thornton | M | 5270 Megan Burg Suite 756 | Halma | MN | 56,729 | 48.6669 | -96.5969 | 140 | Embryologist, clinical | 1942-01-06 | e7da6d5c809ae96fee201e183048212b | 1,325,882,395 | 48.319386 | -96.356945 | 0 |
9,334 | 2019-01-06 20:40:02 | 213,193,596,103,206 | fraud_Turner LLC | travel | 512.02 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 8a4bd47e2e234282e0b4a614fa0b73d6 | 1,325,882,402 | 46.321085 | -83.984045 | 0 |
9,335 | 2019-01-06 20:41:10 | 371,034,293,500,716 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 84.25 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | 2a7db67b9302a08089684500374b24f1 | 1,325,882,470 | 40.555013 | -120.717143 | 0 |
9,336 | 2019-01-06 20:41:36 | 6,011,148,190,095,209 | fraud_Reichert, Rowe and Mraz | shopping_net | 1.21 | Terri | Bailey | F | 508 Erin Mount | Daly City | CA | 94,015 | 37.6787 | -122.478 | 107,941 | Buyer, industrial | 1991-10-04 | 4d844d79af743932815ba41838f270ec | 1,325,882,496 | 38.342419 | -123.149083 | 0 |
9,337 | 2019-01-06 20:41:38 | 30,501,624,614,310 | fraud_Kuhn Group | food_dining | 8.84 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 079be2e803304789c06bc8264d04e8fe | 1,325,882,498 | 32.795179 | -80.374017 | 0 |
9,338 | 2019-01-06 20:42:07 | 4,378,993,458,389,626 | fraud_Cormier LLC | shopping_net | 2.05 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 3b762153c3094dd22b2fc1639dc794ab | 1,325,882,527 | 44.284709 | -71.994479 | 0 |
9,339 | 2019-01-06 20:42:27 | 3,591,919,803,438,423 | fraud_Connelly PLC | food_dining | 8.39 | Brian | Williams | M | 32941 Krystal Mill Apt. 552 | Titusville | FL | 32,780 | 28.5697 | -80.8191 | 54,767 | Set designer | 1987-07-25 | aded442525796f756d2b653b2fb3bbac | 1,325,882,547 | 27.947688 | -79.995034 | 0 |
9,340 | 2019-01-06 20:42:28 | 180,042,946,491,150 | fraud_Cremin, Hamill and Reichel | misc_pos | 3.89 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | b25eeba0cd6ccd362910cac9e52f4a94 | 1,325,882,548 | 28.257514 | -82.403193 | 0 |
9,341 | 2019-01-06 20:43:06 | 630,469,040,731 | fraud_Crona and Sons | kids_pets | 14.08 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | 572ca339d9e45554ed346fa8c056abb2 | 1,325,882,586 | 46.1777 | -121.060459 | 0 |
9,342 | 2019-01-06 20:43:22 | 6,524,376,634,971,418 | fraud_Haley, Batz and Auer | health_fitness | 10.84 | Jasmine | Foster | F | 954 White Alley Apt. 251 | Phil Campbell | AL | 35,581 | 34.347 | -87.7154 | 5,778 | Engineer, aeronautical | 1952-12-05 | e427be91250179faaaee0621f182c737 | 1,325,882,602 | 33.657703 | -87.047192 | 0 |
9,343 | 2019-01-06 20:44:03 | 4,646,845,581,490,336,000 | fraud_Nolan-Williamson | kids_pets | 28.73 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 124170ba6a008b0fc448a4b8d6d0c90e | 1,325,882,643 | 39.841707 | -73.486654 | 0 |
9,344 | 2019-01-06 20:45:48 | 6,011,109,736,646,996 | fraud_Cartwright PLC | kids_pets | 7.5 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | 373e8934ff5e8812e3c97d86c86f9b67 | 1,325,882,748 | 33.903269 | -78.691839 | 0 |
9,345 | 2019-01-06 20:46:15 | 38,797,410,705,641 | fraud_Kilback and Sons | entertainment | 88.24 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | a09893f7562001908c34a2d842bdd833 | 1,325,882,775 | 41.979228 | -74.572947 | 0 |
9,346 | 2019-01-06 20:47:36 | 6,011,438,889,172,900 | fraud_Larkin, Stracke and Greenfelder | entertainment | 5.49 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 0bf650a00269060c1545a75619dc201d | 1,325,882,856 | 34.818589 | -90.963696 | 0 |
9,347 | 2019-01-06 20:47:53 | 4,683,638,447,911 | fraud_Auer LLC | personal_care | 79.79 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | 83e8ba4c3abf5ffb658a254502a3e0e1 | 1,325,882,873 | 30.145759 | -93.180602 | 0 |
9,348 | 2019-01-06 20:47:55 | 4,186,530,744,674 | fraud_Witting, Beer and Ernser | home | 6.95 | Casey | Howell | F | 374 Christopher Ramp Suite 855 | Blackville | SC | 29,817 | 33.3645 | -81.2718 | 4,913 | Technical brewer | 1966-11-10 | c355940c81fd5eb8185becdb3e0d117c | 1,325,882,875 | 32.504141 | -80.569692 | 0 |
9,349 | 2019-01-06 20:48:04 | 6,506,116,513,503,136 | fraud_Sawayn PLC | shopping_pos | 125.76 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | ce9bf595a2724bae417144b3c3ae59ac | 1,325,882,884 | 31.716605 | -96.10187 | 0 |
9,350 | 2019-01-06 20:49:25 | 30,501,624,614,310 | fraud_Brown, Homenick and Lesch | health_fitness | 31.15 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 63fa36214511cfcb7ff7824927d1c647 | 1,325,882,965 | 32.965432 | -80.432718 | 0 |
9,351 | 2019-01-06 20:50:11 | 4,265,776,278,887,457 | fraud_Douglas-White | entertainment | 36.06 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | 1fa8c39dfec33f552abe64f4e47faecf | 1,325,883,011 | 35.333069 | -92.859065 | 0 |
9,352 | 2019-01-06 20:50:17 | 372,246,459,334,925 | fraud_Ullrich Ltd | kids_pets | 88.92 | Rick | Martinez | M | 062 Poole Hollow Apt. 815 | Deadwood | SD | 57,732 | 44.3566 | -103.6999 | 1,979 | Multimedia programmer | 1970-03-13 | 889f02f0cca8d0db3dcaf10369d837df | 1,325,883,017 | 43.864047 | -103.936613 | 0 |
9,353 | 2019-01-06 20:51:06 | 3,573,030,041,201,292 | fraud_Hagenes, Hermann and Stroman | travel | 1.26 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | ca78dd393011f503aca995500ce92b00 | 1,325,883,066 | 40.783247 | -109.602251 | 0 |
9,354 | 2019-01-06 20:51:13 | 6,592,074,504,369,261 | fraud_Hoppe, Harris and Bednar | entertainment | 45.07 | Amanda | Molina | F | 8425 Daniel Knolls Suite 288 | Philadelphia | PA | 19,154 | 40.0897 | -74.9781 | 1,526,206 | Commercial horticulturist | 1972-05-23 | 02b6901ca4604e7a0cd03572f8ef2980 | 1,325,883,073 | 39.268644 | -74.163699 | 0 |
9,355 | 2019-01-06 20:51:17 | 3,519,607,465,576,254 | fraud_Wilkinson PLC | kids_pets | 37.94 | Audrey | Gonzalez | F | 34180 Lopez Plaza | Fields Landing | CA | 95,537 | 40.7268 | -124.2174 | 276 | Scientist, audiological | 1929-05-06 | 83723c43c0f50c02e9908f2b2f8b9e5b | 1,325,883,077 | 39.880124 | -123.586596 | 0 |
9,356 | 2019-01-06 20:51:44 | 60,490,596,305 | fraud_Schoen, Nienow and Bauch | personal_care | 64.03 | Karen | Johnson | F | 4349 Anna Flat Suite 214 | Haynes | AR | 72,341 | 34.8838 | -90.7666 | 222 | Programmer, applications | 1963-05-19 | 0ddcf6034e83b42c01f7c172b4bed460 | 1,325,883,104 | 35.040048 | -90.672408 | 0 |
9,357 | 2019-01-06 20:51:56 | 375,248,307,838,179 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 65.88 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | 87a7e15da25a8ea392b537c3bf42379a | 1,325,883,116 | 38.719125 | -80.279087 | 0 |
9,358 | 2019-01-06 20:53:21 | 6,011,367,958,204,270 | fraud_Hettinger, McCullough and Fay | home | 48.02 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | be019b16581c9d20e4924daa94edb93c | 1,325,883,201 | 40.371858 | -81.401791 | 0 |
9,359 | 2019-01-06 20:53:56 | 4,060,579,726,528,237 | fraud_Waelchi Inc | kids_pets | 101.13 | Steven | Sanders | M | 25955 Amy Via | Ozawkie | KS | 66,070 | 39.2136 | -95.4404 | 2,661 | Theatre director | 1948-11-14 | c9ba6173bf4fa74e31f7ab249937cab4 | 1,325,883,236 | 40.135492 | -95.278579 | 0 |
9,360 | 2019-01-06 20:53:58 | 3,576,431,665,303,017 | fraud_Collier LLC | home | 43.29 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 542e63cd70d536a3565b2c0d5caab3dc | 1,325,883,238 | 33.49647 | -112.300398 | 0 |
9,361 | 2019-01-06 20:54:39 | 4,761,403,817,546,679,000 | fraud_Brown, Homenick and Lesch | health_fitness | 124.25 | Diana | Jacobs | F | 69608 Perez Mountain Apt. 006 | Viola | AR | 72,583 | 36.3924 | -91.9932 | 1,679 | Psychiatric nurse | 1986-05-02 | 0ebe66f093764adb9e1a55cdd161c323 | 1,325,883,279 | 36.379392 | -92.119116 | 0 |
9,362 | 2019-01-06 20:55:01 | 30,270,432,095,985 | fraud_Kuhic LLC | shopping_net | 9.14 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 0fc9b5bcce92fabd68ed44077ebd5c5e | 1,325,883,301 | 40.620034 | -90.957716 | 0 |
9,363 | 2019-01-06 20:55:45 | 4,640,395,708,703 | fraud_Botsford and Sons | home | 91.97 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | 0d9d34931b954bd9329018aa88d8c821 | 1,325,883,345 | 30.824255 | -92.279715 | 0 |
9,364 | 2019-01-06 20:56:05 | 30,074,693,890,476 | fraud_Wuckert, Wintheiser and Friesen | home | 29.46 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | 1054a754a7a0fcf9d6266a0793895a7b | 1,325,883,365 | 38.596698 | -101.187486 | 0 |
9,365 | 2019-01-06 20:58:00 | 6,011,329,966,782,895 | fraud_Jakubowski Group | food_dining | 86.12 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | 5fac0f78b88c19440bd9bc0ebf8f304c | 1,325,883,480 | 36.990521 | -95.071445 | 0 |
9,366 | 2019-01-06 20:58:43 | 370,818,583,810,103 | fraud_Runte-Mohr | food_dining | 4.84 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | 93dbe6d350bb7db86208233efe44b6b1 | 1,325,883,523 | 39.735664 | -79.325024 | 0 |
9,367 | 2019-01-06 20:58:46 | 4,424,338,559,877,976 | fraud_Dickinson Ltd | personal_care | 4.2 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | ee4fbc25e7529e7d611d8a245fd86618 | 1,325,883,526 | 41.688577 | -82.797111 | 0 |
9,368 | 2019-01-06 20:59:16 | 6,550,399,784,335,736 | fraud_Goyette, Howell and Collier | shopping_pos | 153.91 | Harry | Mckee | M | 95351 Sullivan Viaduct Apt. 239 | Port Charlotte | FL | 33,981 | 26.9379 | -82.2388 | 79,008 | Quantity surveyor | 1984-08-31 | dadb3f2dafa9fe0949b38fa8c07df889 | 1,325,883,556 | 26.70418 | -81.886567 | 0 |
9,369 | 2019-01-06 21:00:07 | 344,709,867,813,900 | fraud_Fisher Inc | shopping_net | 5.48 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | c738a215ac77b90a4d6d692f53af31dc | 1,325,883,607 | 28.359884 | -81.44211 | 0 |
9,370 | 2019-01-06 21:00:37 | 2,283,743,876,903,625 | fraud_Crona and Sons | kids_pets | 44.63 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 9dd00aae0d06ce9b5cb641fd6dc9a977 | 1,325,883,637 | 33.655822 | -83.955283 | 0 |
9,371 | 2019-01-06 21:01:50 | 4,745,996,322,265 | fraud_Connelly PLC | food_dining | 4.19 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | aeaf6d0bc8d24d3913346de6243d52be | 1,325,883,710 | 42.085225 | -86.668575 | 0 |
9,372 | 2019-01-06 21:02:05 | 561,942,763,351 | fraud_O'Connell, Botsford and Hand | home | 51.31 | Melissa | Brown | F | 330 Montoya Ramp | Washington | DC | 20,036 | 38.9087 | -77.0414 | 601,723 | Prison officer | 1986-03-14 | 047d618d51ebd893b48e3406a5d961a1 | 1,325,883,725 | 39.556642 | -77.588125 | 0 |
9,373 | 2019-01-06 21:02:33 | 676,369,110,710 | fraud_Grimes LLC | entertainment | 14.23 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 862ca96fe4f01ad82d0bc533b474a298 | 1,325,883,753 | 42.659077 | -84.030134 | 0 |
9,374 | 2019-01-06 21:02:39 | 3,533,800,906,065,217 | fraud_Champlin-Casper | home | 16.25 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | b8c61c2061e4e77aea127aca0690dd7c | 1,325,883,759 | 40.048588 | -98.298272 | 0 |
9,375 | 2019-01-06 21:03:01 | 4,957,924,165,498 | fraud_Ernser-Lynch | food_dining | 141.43 | Alan | Parsons | M | 0547 Russell Ford Suite 574 | Kirk | CO | 80,824 | 39.6171 | -102.4776 | 207 | Network engineer | 1955-12-04 | 821d145efaf32ba2f0a7480113be838b | 1,325,883,781 | 40.213466 | -101.980323 | 0 |
9,376 | 2019-01-06 21:03:34 | 4,755,696,071,492 | fraud_Upton PLC | entertainment | 70.9 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 77d78ff93bdc47a5133319d990a81d28 | 1,325,883,814 | 32.568388 | -96.817477 | 0 |
9,377 | 2019-01-06 21:04:18 | 4,607,072,969,078,276 | fraud_Dickinson Ltd | misc_pos | 4.34 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 272bf52c54fe4585938f28596bafb942 | 1,325,883,858 | 35.076145 | -96.883734 | 0 |
9,378 | 2019-01-06 21:06:20 | 180,084,695,172,649 | fraud_Effertz, Welch and Schowalter | entertainment | 116.2 | Holly | Mann | F | 7644 Joseph Fields | Nokomis | IL | 62,075 | 39.3036 | -89.2853 | 3,458 | Building surveyor | 1985-12-08 | 692d9b2204a3833d0dbdbb8fd62f34dc | 1,325,883,980 | 39.118988 | -88.420511 | 0 |
9,379 | 2019-01-06 21:06:43 | 30,570,197,515,105 | fraud_Turner, Ziemann and Lehner | food_dining | 78.24 | Vincent | Cain | M | 64851 Cole Turnpike | Hartford | AL | 36,344 | 31.086 | -85.7192 | 5,732 | Jewellery designer | 1945-12-07 | a9a7380ddd9b40216df906a5d7ace75d | 1,325,884,003 | 30.793449 | -85.705321 | 0 |
9,380 | 2019-01-06 21:07:37 | 4,653,879,239,169,997 | fraud_Beier LLC | entertainment | 60.53 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | b91d93ffef469f217f5d418832c86178 | 1,325,884,057 | 37.564059 | -86.028104 | 0 |
9,381 | 2019-01-06 21:07:38 | 2,305,336,922,781,618 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 76 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | 47f4b7f90e22905ff20a119a45a6acdd | 1,325,884,058 | 40.831589 | -93.672585 | 0 |
9,382 | 2019-01-06 21:08:33 | 30,551,643,947,183 | fraud_Zboncak LLC | food_dining | 65.38 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | cd60a3fbb2c8a9ad4c91da9deaef1965 | 1,325,884,113 | 35.221952 | -81.434014 | 0 |
9,383 | 2019-01-06 21:08:40 | 3,543,299,015,720,986 | fraud_Reichel Inc | entertainment | 42.36 | 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 | bdb9e097e52c13f5362eb2d093768751 | 1,325,884,120 | 37.138698 | -81.453998 | 0 |
9,384 | 2019-01-06 21:09:16 | 2,252,055,259,910,912 | fraud_Nolan-Williamson | kids_pets | 47.83 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | 45eeb2fb8b2d6af8efbd0a7a0c849908 | 1,325,884,156 | 45.512255 | -90.929392 | 0 |
9,385 | 2019-01-06 21:09:35 | 38,947,654,498,698 | fraud_Klein Group | entertainment | 75.59 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | 0668ab9ca44b8b05dd03cc862f9183ec | 1,325,884,175 | 38.429032 | -82.440451 | 0 |
9,386 | 2019-01-06 21:10:47 | 4,716,561,796,955,522 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 4.65 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | bacf7b2410ce69d9a9c2c9c55b7b83c5 | 1,325,884,247 | 47.940489 | -112.620355 | 0 |
9,387 | 2019-01-06 21:11:03 | 4,536,996,888,716,062,000 | fraud_Kerluke-Abshire | shopping_net | 4.47 | 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 | e8c33ddf63f75e69cc24f7e6bd0b25f0 | 1,325,884,263 | 35.425279 | -105.939024 | 0 |
9,388 | 2019-01-06 21:11:40 | 4,725,673,654,161,314 | fraud_Gleason and Sons | kids_pets | 20.14 | Alex | White | M | 874 Fred Knolls Apt. 609 | Orient | NY | 11,957 | 41.1437 | -72.2879 | 743 | Video editor | 1968-09-19 | ae31c29bfc16b992c23d89b86afd650f | 1,325,884,300 | 41.556247 | -72.714327 | 0 |
9,389 | 2019-01-06 21:12:10 | 3,595,111,028,444,131 | fraud_Renner Ltd | home | 55.49 | Jeffery | Sanders | M | 5278 Sarah Station Apt. 009 | Cardwell | MO | 63,829 | 36.0434 | -90.2907 | 1,120 | Television floor manager | 1957-04-17 | 7a77dc75ae3e5dfe4a77edcc0dd5e7b0 | 1,325,884,330 | 35.793648 | -90.561098 | 0 |
9,390 | 2019-01-06 21:12:59 | 36,485,887,555,770 | fraud_Monahan, Hermann and Johns | travel | 6.6 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | 4f903d3d5d0aa856fb8ab248db77f6ec | 1,325,884,379 | 41.231888 | -83.565365 | 0 |
9,391 | 2019-01-06 21:13:22 | 4,067,137,330,196,900 | fraud_Kozey-Kuhlman | personal_care | 14.98 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | c058bc8adb4b20d4ef1c7b9277930207 | 1,325,884,402 | 34.144057 | -88.256144 | 0 |
9,392 | 2019-01-06 21:13:24 | 3,531,129,874,770,000 | fraud_Hoppe-Parisian | kids_pets | 13.07 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 223139b7f557d3931aab9370c08a81f3 | 1,325,884,404 | 43.043864 | -72.479161 | 0 |
9,393 | 2019-01-06 21:13:33 | 2,719,496,466,799,416 | fraud_Friesen Ltd | health_fitness | 8.52 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | 2f720b9add9968a4bd29cb4d311a1eb2 | 1,325,884,413 | 44.086547 | -103.76069 | 0 |
9,394 | 2019-01-06 21:13:34 | 4,497,451,418,073,897,000 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 1.51 | Elizabeth | Glover | F | 246 Stewart Green Suite 149 | West Monroe | LA | 71,291 | 32.5317 | -92.176 | 54,185 | Radiographer, diagnostic | 1992-11-20 | ed7ed886f03cacd5a9208052f96ee7b9 | 1,325,884,414 | 33.0092 | -91.909835 | 0 |
9,395 | 2019-01-06 21:14:16 | 3,554,849,923,339,851 | fraud_McCullough, Hudson and Schuster | food_dining | 82.88 | John | Hudson | M | 886 Nicole Key | Stillwater | OK | 74,074 | 36.1043 | -97.0609 | 55,345 | Cabin crew | 1948-05-01 | 98b31fe56517be61c9508b4ff540f438 | 1,325,884,456 | 36.437844 | -97.619541 | 0 |
9,396 | 2019-01-06 21:14:33 | 4,497,451,418,073,897,000 | fraud_Graham, Hegmann and Hammes | food_dining | 92.38 | Elizabeth | Glover | F | 246 Stewart Green Suite 149 | West Monroe | LA | 71,291 | 32.5317 | -92.176 | 54,185 | Radiographer, diagnostic | 1992-11-20 | b4c3c098697494c94e0fdddfdceebf9a | 1,325,884,473 | 31.991519 | -92.731892 | 0 |
9,397 | 2019-01-06 21:16:31 | 4,169,759,661,243,568 | fraud_Botsford and Sons | home | 113.25 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 567eac5741bc2057f9ab2e8ebbe04f58 | 1,325,884,591 | 40.773491 | -76.766286 | 0 |
9,398 | 2019-01-06 21:17:24 | 4,003,771,737,807,706 | fraud_Thiel-Thiel | entertainment | 38.08 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | 587c31ef30a7ad9db98998707c952fa2 | 1,325,884,644 | 34.883436 | -91.25249 | 0 |
9,399 | 2019-01-06 21:18:49 | 4,155,021,259,183,870 | fraud_Nader-Maggio | personal_care | 61.91 | 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 | 6596e5e1c5508aeaa1e455adbcbbe9f7 | 1,325,884,729 | 34.517666 | -99.032221 | 0 |
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