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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11,300 | 2019-01-07 17:28:17 | 4,922,710,831,011,201 | fraud_Fahey Inc | kids_pets | 37.59 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 60e7bef56d0f84ec76ef624a1663c81d | 1,325,957,297 | 39.382198 | -79.225882 | 0 |
11,301 | 2019-01-07 17:28:58 | 6,011,148,190,095,209 | fraud_Wilkinson PLC | kids_pets | 29.42 | Terri | Bailey | F | 508 Erin Mount | Daly City | CA | 94,015 | 37.6787 | -122.478 | 107,941 | Buyer, industrial | 1991-10-04 | bae9f630d3d05305d07a1de87b37deef | 1,325,957,338 | 37.66162 | -122.528372 | 0 |
11,302 | 2019-01-07 17:29:20 | 2,712,209,726,293,386 | fraud_Stiedemann Ltd | food_dining | 35.12 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 34036d4fadad35e4c089c8d74c01d1b1 | 1,325,957,360 | 30.306578 | -91.563706 | 0 |
11,303 | 2019-01-07 17:29:48 | 377,993,105,397,617 | fraud_Bauch-Blanda | entertainment | 11.03 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | f9a2b6bbe159c1ff468380736bd2e971 | 1,325,957,388 | 45.534261 | -88.82429 | 0 |
11,304 | 2019-01-07 17:30:18 | 4,599,285,557,366,057 | fraud_Dare, Casper and Bartoletti | kids_pets | 17.95 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | e2dcb2fe8c346b9f2e332235c325093c | 1,325,957,418 | 37.793972 | -98.377044 | 0 |
11,305 | 2019-01-07 17:30:22 | 3,566,875,419,572,867 | fraud_Turner LLC | travel | 491.01 | Adam | Mcdonald | M | 997 Cameron Meadow Apt. 980 | South Hero | VT | 5,486 | 44.64 | -73.3113 | 1,654 | Transport planner | 1991-01-31 | 66f10c3e723487d85bf0282ddb69142e | 1,325,957,422 | 45.538852 | -72.46364 | 0 |
11,306 | 2019-01-07 17:30:28 | 4,536,996,888,716,062,000 | fraud_Heaney-Marquardt | entertainment | 63.47 | 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 | 005412d14bd6f8dd58189c009b97782c | 1,325,957,428 | 35.272257 | -106.367407 | 0 |
11,307 | 2019-01-07 17:30:37 | 4,642,894,980,163 | fraud_Reichel Inc | entertainment | 13.4 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 0eb94855fb6e0fc65e6db4c86e1d178d | 1,325,957,437 | 40.978168 | -95.569889 | 0 |
11,308 | 2019-01-07 17:31:17 | 213,180,742,685,905 | fraud_Gibson-Deckow | entertainment | 56.62 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 7f74ea225e62123fdce8a80624f06259 | 1,325,957,477 | 40.616962 | -124.768211 | 0 |
11,309 | 2019-01-07 17:32:11 | 4,599,285,557,366,057 | fraud_Bogisich-Homenick | misc_net | 38.69 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | 3adbfa25c87bb9f982aac66a4461e25a | 1,325,957,531 | 37.983921 | -96.941455 | 0 |
11,310 | 2019-01-07 17:32:13 | 4,642,255,475,285,942 | fraud_Lesch Ltd | shopping_pos | 2.99 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 5cbdfd6bb66708d141f43aaab01e5aaf | 1,325,957,533 | 38.321011 | -109.573143 | 0 |
11,311 | 2019-01-07 17:33:11 | 4,069,975,342,931,683 | fraud_Dooley Inc | shopping_pos | 153.45 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | dc36dcfae4cc847bd9b3d9da307de1a2 | 1,325,957,591 | 37.441805 | -81.929992 | 0 |
11,312 | 2019-01-07 17:33:27 | 30,242,921,189,660 | fraud_Lowe, Dietrich and Erdman | kids_pets | 31.73 | Dalton | Jones | M | 3304 Hernandez Run | Afton | MI | 49,705 | 45.3637 | -84.4695 | 937 | Technical brewer | 1958-04-06 | 7c6a5fc1380f3111cd10e3f57b0f816d | 1,325,957,607 | 45.819275 | -84.085096 | 0 |
11,313 | 2019-01-07 17:34:01 | 4,873,783,502,705,038 | fraud_Feil, Hilpert and Koss | food_dining | 18.96 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 9f89d5ca6ce0012012b2cea09a0c4702 | 1,325,957,641 | 48.834502 | -123.222701 | 0 |
11,314 | 2019-01-07 17:34:06 | 6,534,628,260,579,800 | fraud_Reilly and Sons | health_fitness | 19.78 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 59fdad3a1332fe9d62e42a4a31620b42 | 1,325,957,646 | 45.316358 | -72.485384 | 0 |
11,315 | 2019-01-07 17:34:27 | 2,229,378,226,512,508 | fraud_Nienow PLC | entertainment | 65.11 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 890eed2d46dbb8e5fbe00abd8d2ff538 | 1,325,957,667 | 44.27491 | -89.441273 | 0 |
11,316 | 2019-01-07 17:34:42 | 374,497,717,543,058 | fraud_Brown Inc | kids_pets | 31.08 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | 59f26fafcec6cf7438925b2fc3ff3f74 | 1,325,957,682 | 47.358061 | -100.59002 | 0 |
11,317 | 2019-01-07 17:35:39 | 30,030,380,240,193 | fraud_Ledner, Hartmann and Feest | health_fitness | 76.99 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | f9f654d2b02d56a22f546e1c6f250172 | 1,325,957,739 | 30.797847 | -99.398067 | 0 |
11,318 | 2019-01-07 17:35:43 | 3,596,217,206,093,829 | fraud_Kling, Howe and Schneider | home | 2.52 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 58f21653bda46a0337f0fcfa2dda7ee0 | 1,325,957,743 | 40.018707 | -92.372087 | 0 |
11,319 | 2019-01-07 17:35:44 | 3,560,697,798,177,746 | fraud_Cronin, Kshlerin and Weber | health_fitness | 11.6 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 797b092af374d1e4a88b02706328519e | 1,325,957,744 | 32.958532 | -115.603085 | 0 |
11,320 | 2019-01-07 17:35:52 | 3,518,669,219,150,142 | fraud_Boehm, Predovic and Reinger | misc_pos | 5.1 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | 43985f946ee4d4289594602191676c22 | 1,325,957,752 | 39.757658 | -84.756828 | 0 |
11,321 | 2019-01-07 17:36:17 | 630,451,534,402 | fraud_Bednar PLC | kids_pets | 126.55 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | e71dfbe7b93b363df364d5b779554b01 | 1,325,957,777 | 46.015439 | -85.989135 | 0 |
11,322 | 2019-01-07 17:36:26 | 581,686,439,828 | fraud_Cruickshank-Mills | entertainment | 123.52 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 555e1334a1a868b145eea102f1685778 | 1,325,957,786 | 41.272984 | -80.328898 | 0 |
11,323 | 2019-01-07 17:36:39 | 3,575,540,972,310,993 | fraud_Reilly LLC | home | 162.92 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | 33d04bda35b6dd34fe9b3b81fa8cd370 | 1,325,957,799 | 34.578595 | -90.248196 | 0 |
11,324 | 2019-01-07 17:37:00 | 584,673,555,952 | fraud_Reichel, Bradtke and Blanda | travel | 7.24 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | 78a7f05548e6b867f92cfa6a3b959aa2 | 1,325,957,820 | 47.161487 | -101.252095 | 0 |
11,325 | 2019-01-07 17:37:32 | 4,681,601,008,538,160 | fraud_Erdman-Schaden | personal_care | 72.98 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | c97d8d0e07a51affe79f323798c4a008 | 1,325,957,852 | 38.966593 | -80.284858 | 0 |
11,326 | 2019-01-07 17:37:49 | 36,485,887,555,770 | fraud_Fritsch and Sons | health_fitness | 50.99 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | f417d1d124e620f5b65497b456c6d82b | 1,325,957,869 | 41.083246 | -82.813661 | 0 |
11,327 | 2019-01-07 17:37:54 | 30,364,087,349,027 | fraud_Skiles LLC | home | 49.63 | Samuel | Sandoval | M | 0005 Morrison Land | Mounds | OK | 74,047 | 35.8896 | -96.0887 | 7,163 | Fitness centre manager | 1982-02-05 | 2bbbffbc5c391cb55c4c2435f182be26 | 1,325,957,874 | 36.880605 | -96.98398 | 0 |
11,328 | 2019-01-07 17:38:58 | 4,328,928,491,302,401 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 203.53 | Margaret | Ray | F | 927 Cummings Manor Suite 318 | Greendale | WI | 53,129 | 42.9373 | -87.9943 | 13,973 | Logistics and distribution manager | 1981-05-06 | 47e3cb468e6666bb21c9d5de07b8643c | 1,325,957,938 | 42.6999 | -88.11686 | 0 |
11,329 | 2019-01-07 17:40:13 | 6,011,693,194,885,790 | fraud_Schiller Ltd | personal_care | 40.2 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | dd8abb5e47f8c4799581cca58194f124 | 1,325,958,013 | 45.287433 | -92.56665 | 0 |
11,330 | 2019-01-07 17:40:37 | 4,048,508,450,704,760 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 1.58 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 5a8d929387fc5a80116609c68ef68247 | 1,325,958,037 | 41.966236 | -98.849683 | 0 |
11,331 | 2019-01-07 17:40:46 | 3,543,591,270,174,051 | fraud_Dickinson-Rempel | misc_pos | 26.01 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | b87974ad4c187166cfc11d90249e4c9c | 1,325,958,046 | 39.841129 | -79.180052 | 0 |
11,332 | 2019-01-07 17:41:21 | 4,450,831,335,606,294 | fraud_Mohr Inc | shopping_pos | 1.37 | Donna | Davis | F | 6760 Donovan Lakes | Clayton | OK | 74,536 | 34.5906 | -95.38 | 1,760 | Occupational psychologist | 1972-01-20 | 75dcaac657bee4dbc95808d77cfdd970 | 1,325,958,081 | 35.162888 | -95.135419 | 0 |
11,333 | 2019-01-07 17:41:37 | 503,874,407,318 | fraud_Carroll PLC | health_fitness | 46.45 | Andrew | Mcgee | M | 4130 Tiffany Glen Apt. 562 | San Antonio | TX | 78,248 | 29.5894 | -98.5201 | 1,595,797 | Exhibition designer | 1975-12-28 | f2e7feee2e2b809973d657cb120b7512 | 1,325,958,097 | 29.240674 | -98.765032 | 0 |
11,334 | 2019-01-07 17:42:31 | 3,598,215,285,024,754 | fraud_Predovic Inc | shopping_net | 1.01 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 99c1a5b8ed73edef32fec94de0c5ed83 | 1,325,958,151 | 40.036312 | -73.641545 | 0 |
11,335 | 2019-01-07 17:42:37 | 4,658,490,815,480,264 | fraud_Fadel-Hilpert | health_fitness | 28.26 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 10ba56f3caa233133a6fb7b3cabf3cc6 | 1,325,958,157 | 40.174272 | -79.90905 | 0 |
11,336 | 2019-01-07 17:42:39 | 3,545,109,339,866,548 | fraud_Conroy-Emard | food_dining | 4.92 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | 78be342f3875e670f535abd4af75a136 | 1,325,958,159 | 32.554969 | -90.873656 | 0 |
11,337 | 2019-01-07 17:43:31 | 3,531,129,874,770,000 | fraud_Howe PLC | entertainment | 199.3 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 4df6dc270e39db5a6591c220be94464a | 1,325,958,211 | 44.52971 | -74.047435 | 0 |
11,338 | 2019-01-07 17:43:51 | 213,141,712,584,544 | fraud_Terry-Huel | shopping_net | 8.44 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 07a6200582c564ce3df1926307d742c2 | 1,325,958,231 | 32.169803 | -89.413405 | 0 |
11,339 | 2019-01-07 17:46:05 | 2,296,006,538,441,789 | fraud_Barton LLC | kids_pets | 276.71 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | 37b940f68ec7e0c1685cfaf9abba3499 | 1,325,958,365 | 40.402645 | -74.193335 | 0 |
11,340 | 2019-01-07 17:48:06 | 4,957,924,165,498 | fraud_Roberts, Ryan and Smith | personal_care | 69.09 | Alan | Parsons | M | 0547 Russell Ford Suite 574 | Kirk | CO | 80,824 | 39.6171 | -102.4776 | 207 | Network engineer | 1955-12-04 | 0297da406342c2b53e89670da2a3e0f7 | 1,325,958,486 | 38.782568 | -102.304729 | 0 |
11,341 | 2019-01-07 17:48:13 | 3,560,697,798,177,746 | fraud_Zemlak, Tillman and Cremin | personal_care | 45.79 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 6ed223c5ffb13662f6b84149fae6a4a7 | 1,325,958,493 | 32.978246 | -116.480521 | 0 |
11,342 | 2019-01-07 17:48:48 | 6,011,893,664,860,915 | fraud_Zboncak, Rowe and Murazik | shopping_net | 546.99 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | b8d51e4505e8804336b0f36c923b5a71 | 1,325,958,528 | 39.879619 | -104.065193 | 0 |
11,343 | 2019-01-07 17:49:42 | 3,573,030,041,201,292 | fraud_Jacobi and Sons | shopping_pos | 4 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 8df55bc780e419e9d68dbf273a8d0b97 | 1,325,958,582 | 39.506904 | -110.986347 | 0 |
11,344 | 2019-01-07 17:50:37 | 4,839,615,922,685,395 | fraud_Brown-Greenholt | entertainment | 45.62 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | f510db8420880f9d7b31dd211a9f9db1 | 1,325,958,637 | 38.933969 | -86.590302 | 0 |
11,345 | 2019-01-07 17:50:47 | 30,118,423,745,458 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 32.16 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | b2451b59a12e221a6b0aaef8ec36887a | 1,325,958,647 | 40.829069 | -75.074945 | 0 |
11,346 | 2019-01-07 17:50:57 | 4,806,443,445,305 | fraud_Graham, Hegmann and Hammes | food_dining | 1.96 | Eric | Patel | M | 69459 Rachel Prairie Apt. 850 | Ironton | OH | 45,638 | 38.5294 | -82.6654 | 21,635 | Geochemist | 2001-07-10 | e61d1ec211c8c0825dd1fcba9019c1d9 | 1,325,958,657 | 37.927011 | -82.479371 | 0 |
11,347 | 2019-01-07 17:51:29 | 180,036,456,789,979 | fraud_Hyatt, Russel and Gleichner | health_fitness | 20.79 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | a1321b979d850e27d5feb611816b54e3 | 1,325,958,689 | 42.692088 | -92.032673 | 0 |
11,348 | 2019-01-07 17:51:32 | 4,469,777,115,158,235,000 | fraud_Hoppe-Parisian | kids_pets | 40.64 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 29c8b1ed4de4f4d1ff8cd0aacc08a896 | 1,325,958,692 | 43.239169 | -70.976658 | 0 |
11,349 | 2019-01-07 17:52:21 | 30,030,380,240,193 | fraud_Schoen-Quigley | kids_pets | 62.06 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | f1410e3c969179595df883370118a21e | 1,325,958,741 | 30.595325 | -98.911546 | 0 |
11,350 | 2019-01-07 17:53:00 | 3,575,540,972,310,993 | fraud_Spencer PLC | entertainment | 8.13 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | e7959a47ae873f3ba82a368c1cbbd481 | 1,325,958,780 | 34.059943 | -88.822195 | 0 |
11,351 | 2019-01-07 17:53:01 | 374,125,201,044,065 | fraud_Quitzon-Goyette | home | 19.25 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | c55049ffbf029268c97312621e7084c8 | 1,325,958,781 | 39.611275 | -77.984979 | 0 |
11,352 | 2019-01-07 17:53:56 | 6,534,628,260,579,800 | fraud_Hermann-Gaylord | misc_pos | 9.51 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 16d1e175336e679185ce25f75bb5bb24 | 1,325,958,836 | 44.635263 | -72.708938 | 0 |
11,353 | 2019-01-07 17:54:35 | 2,254,917,871,818,484 | fraud_Bednar PLC | kids_pets | 11.82 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 2955102bddbeaf86340abf7c4e20341a | 1,325,958,875 | 38.990443 | -76.612425 | 0 |
11,354 | 2019-01-07 17:54:48 | 30,103,132,002,433 | fraud_Romaguera, Wehner and Tromp | kids_pets | 62.45 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | 7d6a57ca29114925f53c9e21c292b7dd | 1,325,958,888 | 41.031502 | -77.668495 | 0 |
11,355 | 2019-01-07 17:55:12 | 30,596,478,689,301 | fraud_Walter, Hettinger and Kessler | personal_care | 8.86 | Daniel | Graham | M | 28223 Ward Summit Apt. 664 | Arvada | CO | 80,005 | 39.8422 | -105.1097 | 122,111 | Hotel manager | 1987-05-23 | 9b3b94fc7400361dfa0815830a16586d | 1,325,958,912 | 39.874602 | -105.94494 | 0 |
11,356 | 2019-01-07 17:55:30 | 676,245,600,876 | fraud_Erdman-Ebert | personal_care | 37.19 | Ashley | Blanchard | F | 292 Lowe Dam Suite 858 | West Palm Beach | FL | 33,417 | 26.7197 | -80.1248 | 459,921 | Historic buildings inspector/conservation officer | 1960-06-14 | 6a48ddfd0b475d573a87bf77361337f0 | 1,325,958,930 | 27.235855 | -81.090625 | 0 |
11,357 | 2019-01-07 17:55:41 | 4,069,975,342,931,683 | fraud_Jast-McDermott | shopping_pos | 122.01 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | 8212740f292d3a8a3e486cb419788446 | 1,325,958,941 | 38.584579 | -81.382503 | 0 |
11,358 | 2019-01-07 17:55:42 | 3,556,613,125,071,656 | fraud_Larson-Moen | entertainment | 91.31 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 5d29a613c24ff7ba9da7d4ef6d33a9f7 | 1,325,958,942 | 29.767513 | -95.581017 | 0 |
11,359 | 2019-01-07 17:55:45 | 3,560,797,065,840,735 | fraud_Zboncak, Rowe and Murazik | shopping_net | 3.62 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 2df9470cb9dc7942943efbe90920d324 | 1,325,958,945 | 46.031789 | -101.148213 | 0 |
11,360 | 2019-01-07 17:55:50 | 3,576,021,480,694,169 | fraud_Jast and Sons | food_dining | 6.73 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 1c87baa9514d47e3f51611dd8f4a6710 | 1,325,958,950 | 38.586745 | -96.662447 | 0 |
11,361 | 2019-01-07 17:56:09 | 3,517,527,805,128,735 | fraud_Berge, Kautzer and Harris | personal_care | 108.97 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | f5e64dbadabb11ba425bffd028889b63 | 1,325,958,969 | 41.984433 | -87.846117 | 0 |
11,362 | 2019-01-07 17:56:16 | 30,030,380,240,193 | fraud_Schaefer, Fay and Hilll | entertainment | 74.86 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | 301d74403e1fa147759319b1616dc8b1 | 1,325,958,976 | 30.127947 | -99.283151 | 0 |
11,363 | 2019-01-07 17:56:30 | 36,153,880,429,415 | fraud_Schoen, Nienow and Bauch | personal_care | 2.45 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | e39d22f6101aed8128572dd632631e0c | 1,325,958,990 | 27.757571 | -81.236934 | 0 |
11,364 | 2019-01-07 17:57:06 | 4,642,894,980,163 | fraud_Dietrich-Fadel | health_fitness | 21.96 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 3752e208105d316693176037a277d325 | 1,325,959,026 | 40.475588 | -95.006933 | 0 |
11,365 | 2019-01-07 17:58:42 | 378,278,619,832,195 | fraud_Stark-Koss | home | 24.7 | Mary | Mcintyre | F | 77921 Costa Villages | Eugene | OR | 97,403 | 44.0385 | -123.0614 | 191,096 | Scientist, physiological | 1964-04-06 | 44aca1be2d72603414eb25167ec412b3 | 1,325,959,122 | 44.906125 | -123.168716 | 0 |
11,366 | 2019-01-07 17:59:14 | 4,099,707,841,315,751 | fraud_Heller PLC | health_fitness | 69.76 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | a4f8b5b7dea2284dab85e9dafeda4246 | 1,325,959,154 | 39.168838 | -77.855057 | 0 |
11,367 | 2019-01-07 17:59:17 | 4,586,810,168,620,942 | fraud_Block-Hauck | travel | 6.54 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 2cc91b3e4eb0707ba19f43bd889a135c | 1,325,959,157 | 32.883529 | -80.041092 | 0 |
11,368 | 2019-01-07 17:59:27 | 4,294,040,533,480,516 | fraud_Schmeler-Howe | personal_care | 7 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 0f5e54c83f6a9bfc0130679f179302a4 | 1,325,959,167 | 34.234706 | -82.327343 | 0 |
11,369 | 2019-01-07 17:59:37 | 4,306,586,894,261,180 | fraud_Rau-Grant | kids_pets | 13.5 | Renee | Walls | F | 86542 Jessica Fords Apt. 706 | Veedersburg | IN | 47,987 | 40.1186 | -87.2602 | 4,049 | Development worker, community | 1959-10-19 | 4441c77c7f4d8a328e8e7ef90b32bb90 | 1,325,959,177 | 40.589016 | -87.217656 | 0 |
11,370 | 2019-01-07 18:00:29 | 6,538,891,242,532,018 | fraud_McDermott-Rice | misc_pos | 18.2 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | 8234d3fbdf9d2aacdf63a33a6b935553 | 1,325,959,229 | 36.045163 | -91.133922 | 0 |
11,371 | 2019-01-07 18:00:54 | 6,526,777,409,109,795 | fraud_Ernser-Feest | home | 25.85 | Michael | Garner | M | 0157 Samuel Mission Suite 379 | South Richmond Hill | NY | 11,419 | 40.6868 | -73.823 | 47,211 | Site engineer | 1937-02-01 | 7088a2d936cccd2022836a920c1ec3ee | 1,325,959,254 | 40.608769 | -74.177634 | 0 |
11,372 | 2019-01-07 18:00:56 | 2,264,937,662,466,770 | fraud_Kuhn LLC | shopping_pos | 13.85 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | e7cefaf28d22a76f8e1d9c365b031640 | 1,325,959,256 | 29.12891 | -99.301916 | 0 |
11,373 | 2019-01-07 18:01:15 | 4,658,490,815,480,264 | fraud_Brown Inc | kids_pets | 30.47 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 6af76698f7a3b111949c8cd33da02aec | 1,325,959,275 | 40.954765 | -80.148995 | 0 |
11,374 | 2019-01-07 18:01:18 | 3,586,008,444,788,268 | fraud_Ernser-Feest | home | 117.34 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | a8f280cae71060c92f49972227f5a61f | 1,325,959,278 | 48.317247 | -121.308639 | 0 |
11,375 | 2019-01-07 18:01:35 | 3,556,613,125,071,656 | fraud_Crooks and Sons | personal_care | 129.99 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 2ca7304c07b5eeed09d7bb4bba761422 | 1,325,959,295 | 29.182155 | -96.039068 | 0 |
11,376 | 2019-01-07 18:02:54 | 3,538,520,143,479,972 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 1.34 | Cassandra | Nunez | F | 9572 Austin Forge Suite 612 | Clay Center | OH | 43,408 | 41.5686 | -83.3632 | 269 | Insurance underwriter | 1965-09-15 | 07769b333ad25523dbacfcdd41673017 | 1,325,959,374 | 42.00323 | -82.56742 | 0 |
11,377 | 2019-01-07 18:03:11 | 180,011,453,250,192 | fraud_Dare-Gibson | health_fitness | 71.25 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | 3a72c24d360b40f00ae6d14e9731de1a | 1,325,959,391 | 40.643858 | -90.774282 | 0 |
11,378 | 2019-01-07 18:03:54 | 30,235,438,713,303 | fraud_Hudson-Grady | shopping_pos | 7.6 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | e10eefa6ad0e8be7e190c29ce283563d | 1,325,959,434 | 39.185861 | -81.975256 | 0 |
11,379 | 2019-01-07 18:03:55 | 6,538,441,737,335,434 | fraud_Kihn-Fritsch | food_dining | 9.45 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | a6a91bae7771efe08b0becd4574d605d | 1,325,959,435 | 41.965618 | -80.226259 | 0 |
11,380 | 2019-01-07 18:04:07 | 4,745,996,322,265 | fraud_Kihn, Abernathy and Douglas | shopping_net | 29.2 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 8c37496d8c7c90da104390cc44d4d690 | 1,325,959,447 | 41.930259 | -87.565309 | 0 |
11,381 | 2019-01-07 18:04:31 | 346,273,234,529,002 | fraud_Dare, Casper and Bartoletti | kids_pets | 4.55 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | eb3e0e2d839c43fc7161a73e13912275 | 1,325,959,471 | 37.511268 | -80.663769 | 0 |
11,382 | 2019-01-07 18:04:46 | 213,141,712,584,544 | fraud_Sawayn PLC | shopping_pos | 2.44 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 979e5828728c2c475dda6680cfa72579 | 1,325,959,486 | 31.205012 | -90.636022 | 0 |
11,383 | 2019-01-07 18:04:49 | 4,452,366,298,769,043 | fraud_Erdman-Durgan | health_fitness | 4.61 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | c2fae0a4ba46220cf799000837b5f163 | 1,325,959,489 | 32.131596 | -96.372655 | 0 |
11,384 | 2019-01-07 18:04:52 | 38,588,538,868,506 | fraud_Wilkinson Ltd | entertainment | 38.79 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | 22a6dbf7beed0be5bf82e6411cdbd4c4 | 1,325,959,492 | 29.382022 | -104.085167 | 0 |
11,385 | 2019-01-07 18:05:26 | 4,681,699,462,969 | fraud_Greenholt Ltd | health_fitness | 6.92 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 108793faa45bd85c1c3ce6ca0a5b79ab | 1,325,959,526 | 36.556472 | -85.674094 | 0 |
11,386 | 2019-01-07 18:06:16 | 3,598,304,579,370,089 | fraud_Nicolas, Hills and McGlynn | entertainment | 67.99 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | dfbd467924f16de3115dbd9528c6fa39 | 1,325,959,576 | 37.01291 | -96.759502 | 0 |
11,387 | 2019-01-07 18:06:40 | 3,587,960,728,692,500 | fraud_Torphy-Kertzmann | health_fitness | 38.24 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | e486148255c5b8033f8d2cdc77323a80 | 1,325,959,600 | 43.01305 | -95.845305 | 0 |
11,388 | 2019-01-07 18:07:26 | 4,599,285,557,366,057 | fraud_Rodriguez, Yost and Jenkins | misc_net | 29.71 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | 5ffb6cd6d6f5c5b157c1efb4267883c0 | 1,325,959,646 | 38.579677 | -98.575865 | 0 |
11,389 | 2019-01-07 18:07:46 | 3,534,718,226,968,689 | fraud_Schuppe LLC | entertainment | 31.2 | Lisa | Lopez | F | 32343 Saunders Course | Dongola | IL | 62,926 | 37.3712 | -89.1349 | 2,263 | Scientific laboratory technician | 1984-09-13 | ff5562fbb3530638161a8d38330f67bd | 1,325,959,666 | 37.225732 | -88.744529 | 0 |
11,390 | 2019-01-07 18:08:36 | 4,988,304,376,504 | fraud_Howe PLC | entertainment | 6.91 | William | Thompson | M | 977 Rita Grove Apt. 000 | Rock Tavern | NY | 12,575 | 41.4575 | -74.1659 | 2,258 | Building surveyor | 1937-03-17 | 3097039a9cf8ab08a0bd2c85e364b5a4 | 1,325,959,716 | 41.126759 | -73.896073 | 0 |
11,391 | 2019-01-07 18:08:37 | 4,048,508,450,704,760 | fraud_Lowe, Dietrich and Erdman | kids_pets | 29.3 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | aca3d1c45d9a0b5efd5445b3a062470d | 1,325,959,717 | 41.160243 | -98.044328 | 0 |
11,392 | 2019-01-07 18:08:49 | 213,178,765,398,315 | fraud_Eichmann-Russel | misc_pos | 3.94 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | 6c4cc673aac2c799f48f9a0a993b799d | 1,325,959,729 | 43.727126 | -108.556276 | 0 |
11,393 | 2019-01-07 18:08:56 | 4,452,366,298,769,043 | fraud_Wiza, Schaden and Stark | misc_pos | 4.89 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | e99f59a233c38c1671696bc47d715bb2 | 1,325,959,736 | 32.252228 | -95.764131 | 0 |
11,394 | 2019-01-07 18:09:11 | 4,181,833,256,558,614,000 | fraud_Pacocha-Weissnat | kids_pets | 27.35 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 5a174b3aff06eafadb2648d6e81d5efe | 1,325,959,751 | 36.024542 | -106.069535 | 0 |
11,395 | 2019-01-07 18:10:50 | 2,242,542,703,101,233 | fraud_Windler LLC | kids_pets | 43.57 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 0c92f648244ed59964ef189fd272cb04 | 1,325,959,850 | 39.409922 | -84.663186 | 0 |
11,396 | 2019-01-07 18:11:45 | 2,706,977,570,537,524 | fraud_Botsford and Sons | home | 78.93 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 2cd09e35556831cc006afb991c1ff5f8 | 1,325,959,905 | 38.528283 | -82.999713 | 0 |
11,397 | 2019-01-07 18:12:25 | 4,599,735,407,877,245,000 | fraud_Eichmann-Kilback | home | 403.49 | Mary | Myers | F | 39787 Pamela Fall Suite 639 | Tiptonville | TN | 38,079 | 36.3846 | -89.4649 | 5,577 | Geochemist | 1964-12-30 | 275b70d74fa6996c87f741a62ad6db1b | 1,325,959,945 | 36.274751 | -89.560087 | 0 |
11,398 | 2019-01-07 18:13:21 | 3,582,754,887,089,201 | fraud_Zulauf LLC | personal_care | 30.77 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 9c94bd8c192950b4f0b37cdcf7d7bda1 | 1,325,960,001 | 34.511504 | -93.169299 | 0 |
11,399 | 2019-01-07 18:14:06 | 3,511,378,610,369,890 | fraud_Towne LLC | misc_pos | 3.49 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | d54bb3ea58ab40d2d1039ff5448bd212 | 1,325,960,046 | 35.756215 | -85.976474 | 0 |
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