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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,282,300 | 2020-06-15 21:16:46 | 4,220,345,354,880 | fraud_Bins-Howell | personal_care | 15.69 | Patrick | Torres | M | 27386 Snyder Station | Oxford | MI | 48,371 | 42.8223 | -83.2829 | 24,840 | Agricultural consultant | 1960-01-20 | b1a8c5db7e0f0342e6e8cb9fcea33949 | 1,371,331,006 | 42.032164 | -82.605331 | 0 |
1,282,301 | 2020-06-15 21:16:51 | 2,720,433,095,629,877 | fraud_Kessler Group | travel | 2.2 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | bfea4a0a20ce68937ace0a27a95230c2 | 1,371,331,011 | 43.549116 | -70.47746 | 0 |
1,282,302 | 2020-06-15 21:17:00 | 4,584,931,703,207,308,300 | fraud_Gerlach Inc | shopping_net | 2.31 | Amanda | Gomez | F | 8152 Brittany Centers | Dallas | TX | 75,218 | 32.8463 | -96.6972 | 1,263,321 | Designer, ceramics/pottery | 1975-04-16 | b5a31a518ff21f0eda128043c3828465 | 1,371,331,020 | 31.88919 | -96.319058 | 0 |
1,282,303 | 2020-06-15 21:17:13 | 30,364,087,349,027 | fraud_Monahan, Bogisich and Ledner | misc_pos | 6.68 | Samuel | Sandoval | M | 0005 Morrison Land | Mounds | OK | 74,047 | 35.8896 | -96.0887 | 7,163 | Fitness centre manager | 1982-02-05 | 22e315eb176b024931fc4d1425d93ef0 | 1,371,331,033 | 36.207399 | -97.010979 | 0 |
1,282,304 | 2020-06-15 21:17:16 | 584,673,555,952 | fraud_Welch, Rath and Koepp | entertainment | 15.58 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | b684f7a824926b5de38d6b034b516538 | 1,371,331,036 | 47.303755 | -101.97641 | 0 |
1,282,305 | 2020-06-15 21:17:36 | 4,476,840,372,112 | fraud_Feil, Hilpert and Koss | food_dining | 3.16 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 5a39061f03a595b6902a13724880b386 | 1,371,331,056 | 34.110681 | -85.525165 | 0 |
1,282,306 | 2020-06-15 21:17:41 | 213,126,662,687,660 | fraud_Kilback Group | food_dining | 8.07 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | 41cde0871513a0836362f413add56959 | 1,371,331,061 | 28.401812 | -100.452817 | 0 |
1,282,307 | 2020-06-15 21:17:57 | 4,900,628,639,996 | fraud_Pfeffer and Sons | shopping_pos | 1,037.91 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | c0449f93dbccf7833e9a0158c03e6f78 | 1,371,331,077 | 33.948303 | -118.502468 | 0 |
1,282,308 | 2020-06-15 21:18:24 | 377,113,842,678,100 | fraud_Cummerata-Hilpert | entertainment | 10.24 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 2d8ba304dfacc40d9b495d7a22ce9148 | 1,371,331,104 | 39.448995 | -76.160612 | 0 |
1,282,309 | 2020-06-15 21:19:55 | 213,174,467,670,432 | fraud_Greenholt Ltd | health_fitness | 35.71 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | e7d42cb091313c7d18081b18fd0c479b | 1,371,331,195 | 40.285618 | -76.514706 | 0 |
1,282,310 | 2020-06-15 21:19:57 | 3,595,192,916,105,588 | fraud_Eichmann-Kilback | home | 141.56 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 2cf02808c96052ba589ef6ad73c23732 | 1,371,331,197 | 35.632391 | -79.4399 | 0 |
1,282,311 | 2020-06-15 21:20:24 | 377,895,991,033,232 | fraud_Schroeder Group | health_fitness | 83.14 | Kimberly | Myers | F | 6881 King Isle Suite 228 | Higganum | CT | 6,441 | 41.4682 | -72.5751 | 5,438 | Librarian, academic | 1964-11-17 | 023d6ea0dab88938e4febd03d126dfbe | 1,371,331,224 | 40.943825 | -72.006417 | 0 |
1,282,312 | 2020-06-15 21:20:43 | 213,157,767,990,030 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 39.57 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | d51396475dc4f60009cbc6118415b93a | 1,371,331,243 | 40.799436 | -109.379503 | 0 |
1,282,313 | 2020-06-15 21:20:49 | 30,026,790,933,302 | fraud_Graham and Sons | health_fitness | 76.33 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | 3692d232e798efd0a141132e688d0abd | 1,371,331,249 | 32.446504 | -90.966229 | 0 |
1,282,314 | 2020-06-15 21:21:02 | 630,423,337,322 | fraud_Little, Gutmann and Lynch | shopping_net | 8.04 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 722a1cdfcf4b97b6cfc29077a9fd5515 | 1,371,331,262 | 49.234247 | -118.836161 | 0 |
1,282,315 | 2020-06-15 21:21:05 | 38,295,635,583,927 | fraud_Leannon-Ward | food_dining | 19.08 | Candice | Brown | F | 9412 Harris Mews | O Brien | TX | 79,539 | 33.3749 | -99.8473 | 178 | Warden/ranger | 1983-06-14 | 27288ae23ea3992d3c8cd6355a7503d0 | 1,371,331,265 | 33.284826 | -99.930695 | 0 |
1,282,316 | 2020-06-15 21:21:06 | 377,993,105,397,617 | fraud_Thiel-Thiel | entertainment | 14.01 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | c467f768efebdb8c5c33cabbe9bbdef0 | 1,371,331,266 | 44.951536 | -87.790078 | 0 |
1,282,317 | 2020-06-15 21:21:13 | 4,005,676,619,255,478 | fraud_Powlowski-Weimann | food_dining | 68.22 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | fa6f6bbdf25d2890c10374369d4eeb64 | 1,371,331,273 | 30.133403 | -91.523233 | 0 |
1,282,318 | 2020-06-15 21:21:13 | 3,598,215,285,024,754 | fraud_Schmidt and Sons | shopping_net | 259 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | d3227ea8edf6f408cde53d3e92046ae0 | 1,371,331,273 | 40.091545 | -73.674266 | 0 |
1,282,319 | 2020-06-15 21:21:22 | 6,011,724,471,098,086 | fraud_Hackett Group | travel | 1.35 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | de06390517352d6fe4d64f497646608d | 1,371,331,282 | 45.614672 | -118.644309 | 0 |
1,282,320 | 2020-06-15 21:21:29 | 3,567,879,740,649,740 | fraud_Hoppe-Parisian | kids_pets | 68.08 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | abd916df9d6f38870b9cd2a372331528 | 1,371,331,289 | 43.624212 | -75.878792 | 0 |
1,282,321 | 2020-06-15 21:21:33 | 3,533,012,926,413,100 | fraud_Reynolds-Schinner | misc_pos | 9.19 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | 885275fb898e052cf78e089e37bb3881 | 1,371,331,293 | 42.853843 | -75.710205 | 0 |
1,282,322 | 2020-06-15 21:22:27 | 2,512,312,531,485,080 | fraud_Altenwerth-Kilback | home | 88.75 | John | Mccormick | M | 79414 Clark Lakes Suite 966 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Producer, radio | 1956-10-08 | e9a917755ec784a2a81011d50f0ce313 | 1,371,331,347 | 43.088237 | -82.259719 | 0 |
1,282,323 | 2020-06-15 21:22:28 | 2,712,209,726,293,386 | fraud_Medhurst Inc | home | 1.72 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 6953cf334d13581e051f811382134aed | 1,371,331,348 | 31.062378 | -91.042586 | 0 |
1,282,324 | 2020-06-15 21:23:03 | 3,541,160,328,600,277 | fraud_Gislason Group | misc_pos | 179.3 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 3db2ee1b3add332f7c0d0fe26bf28f64 | 1,371,331,383 | 40.400983 | -89.773116 | 0 |
1,282,325 | 2020-06-15 21:23:30 | 3,506,592,072,985,012 | fraud_McCullough, Hudson and Schuster | food_dining | 21.84 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | fc433386c0afe249cf4150646bc9f058 | 1,371,331,410 | 38.725416 | -91.406078 | 0 |
1,282,326 | 2020-06-15 21:23:46 | 36,913,587,729,122 | fraud_Padberg-Rogahn | entertainment | 40.01 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | f8a9874d3a3cd6636aac4221db367fab | 1,371,331,426 | 44.320957 | -115.785942 | 0 |
1,282,327 | 2020-06-15 21:24:09 | 2,296,006,538,441,789 | fraud_Quitzon, Green and Bashirian | shopping_pos | 9.62 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | 6a25fc9be764ec4667274bf99a6f5657 | 1,371,331,449 | 41.488658 | -73.33228 | 0 |
1,282,328 | 2020-06-15 21:24:22 | 213,174,467,670,432 | fraud_Barton LLC | kids_pets | 8.37 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | 91c3b1eadfed08b274579ed29757b58e | 1,371,331,462 | 39.919009 | -75.613851 | 0 |
1,282,329 | 2020-06-15 21:24:28 | 377,026,671,291,680 | fraud_Auer-West | shopping_net | 8.22 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | 92db2c2b841c868de5c57f6e90aeeb4d | 1,371,331,468 | 36.768566 | -92.003816 | 0 |
1,282,330 | 2020-06-15 21:24:38 | 3,593,118,134,380,341 | fraud_Dare-Gibson | health_fitness | 55.85 | Laura | Casey | F | 6114 Moran Way | Steuben | ME | 4,680 | 44.4971 | -67.9503 | 1,131 | Make | 1959-05-10 | c2a28fef562fd393eecf2c80de401e0a | 1,371,331,478 | 45.482629 | -68.895104 | 0 |
1,282,331 | 2020-06-15 21:24:55 | 581,293,083,266 | fraud_Wuckert-Goldner | home | 90.65 | William | Thomas | M | 39227 Mcpherson Shoals | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Podiatrist | 1989-10-06 | 4da8491e205cff53f3013510720c67ee | 1,371,331,495 | 35.525479 | -97.266796 | 0 |
1,282,332 | 2020-06-15 21:25:00 | 6,011,348,830,550,197 | fraud_Ruecker, Beer and Collier | shopping_net | 5.35 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 4ed5b68cec516e2e0711491177daa68a | 1,371,331,500 | 33.903088 | -85.839282 | 0 |
1,282,333 | 2020-06-15 21:25:27 | 6,011,504,998,544,485 | fraud_Ratke and Sons | health_fitness | 5.04 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 053a207c7cf73814b43bfe9f44b15e02 | 1,371,331,527 | 32.268528 | -87.023781 | 0 |
1,282,334 | 2020-06-15 21:25:42 | 3,504,178,999,463,051 | fraud_Abshire PLC | entertainment | 365.04 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | a46f5f69a12acd3af28b2cea65ad8b32 | 1,371,331,542 | 40.947798 | -83.429117 | 0 |
1,282,335 | 2020-06-15 21:26:07 | 2,254,917,871,818,484 | fraud_Schroeder Group | health_fitness | 77.03 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 7be7b6d25ab7820f377abb78e7f805a9 | 1,371,331,567 | 38.338262 | -75.524888 | 0 |
1,282,336 | 2020-06-15 21:26:13 | 3,511,378,610,369,890 | fraud_Metz-Boehm | shopping_pos | 1.05 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | eb2269dfa63f2cd50908c994ef8132e9 | 1,371,331,573 | 34.817674 | -86.345284 | 0 |
1,282,337 | 2020-06-15 21:26:16 | 2,720,012,583,106,919 | fraud_Berge-Hills | kids_pets | 53.77 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | caa72c4acb56774db6210f39c108b433 | 1,371,331,576 | 43.935414 | -103.439387 | 0 |
1,282,338 | 2020-06-15 21:26:33 | 30,560,609,640,617 | fraud_Rippin-VonRueden | health_fitness | 16.73 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | 55ae4a51329c2bf7c9039be4ca9411b4 | 1,371,331,593 | 40.574894 | -92.167588 | 0 |
1,282,339 | 2020-06-15 21:26:36 | 3,577,794,103,155,425 | fraud_Kihn-Fritsch | food_dining | 3.32 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | ce8e7a7b747de3bc8a6336fa68a91980 | 1,371,331,596 | 46.908929 | -97.485931 | 0 |
1,282,340 | 2020-06-15 21:26:40 | 6,011,724,471,098,086 | fraud_Schimmel-Olson | kids_pets | 59.03 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 6c5bb9e8216178e425df53dc4d27c198 | 1,371,331,600 | 46.73188 | -118.521102 | 0 |
1,282,341 | 2020-06-15 21:27:08 | 676,369,110,710 | fraud_Eichmann-Kilback | home | 19.25 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 17dffe88bc4b0a7f5866a6ad4791f253 | 1,371,331,628 | 41.885395 | -83.369968 | 0 |
1,282,342 | 2020-06-15 21:27:27 | 4,800,395,067,176,717 | fraud_Gottlieb-Hansen | personal_care | 12.58 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | 3e8eb5f282b8c68c5ca600432c386863 | 1,371,331,647 | 42.471261 | -97.734769 | 0 |
1,282,343 | 2020-06-15 21:27:28 | 345,389,171,551,808 | fraud_Schmidt-Larkin | home | 14.96 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | c3d219c82e8046fc8a26efd6ec25bb81 | 1,371,331,648 | 34.254091 | -89.668232 | 0 |
1,282,344 | 2020-06-15 21:27:34 | 213,112,402,583,773 | fraud_Bahringer-Streich | food_dining | 5.72 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | 4767e549814faf8164265d492e17dcf3 | 1,371,331,654 | 34.774576 | -81.746891 | 0 |
1,282,345 | 2020-06-15 21:27:38 | 3,545,109,339,866,548 | fraud_Buckridge PLC | misc_pos | 100.14 | Keith | Sanders | M | 8030 Beck Motorway | Moorhead | MS | 38,761 | 33.4783 | -90.5142 | 2,870 | Chartered public finance accountant | 1999-03-05 | da2bbf8111ce112cb838b99571ddf279 | 1,371,331,658 | 34.173498 | -91.048014 | 0 |
1,282,346 | 2020-06-15 21:28:00 | 30,131,826,429,364 | fraud_Torphy-Goyette | shopping_pos | 72.3 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 3edc8806886b632acc09f2478694473d | 1,371,331,680 | 35.07918 | -83.774258 | 0 |
1,282,347 | 2020-06-15 21:28:13 | 30,560,609,640,617 | fraud_Medhurst, Cartwright and Ebert | personal_care | 42.45 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | 3a155f0749f148d5486150906032944b | 1,371,331,693 | 40.984243 | -90.978985 | 0 |
1,282,348 | 2020-06-15 21:28:24 | 6,011,693,194,885,790 | fraud_Kris-Weimann | misc_net | 2.06 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 3fc0d2bb41704c269e204af66310bd6f | 1,371,331,704 | 45.911482 | -93.269543 | 0 |
1,282,349 | 2020-06-15 21:28:30 | 30,135,235,368,675 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 2.97 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | db8100c386ae0257f9b29c7e5e5c534f | 1,371,331,710 | 38.373531 | -94.957354 | 0 |
1,282,350 | 2020-06-15 21:28:37 | 4,099,707,841,315,751 | fraud_Koss, Hansen and Lueilwitz | home | 11.83 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 6d3244d50f5f70ca4f9104194979be00 | 1,371,331,717 | 37.589339 | -79.247989 | 0 |
1,282,351 | 2020-06-15 21:28:44 | 6,011,679,934,075,347 | fraud_Wisozk and Sons | misc_pos | 65.86 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | d461e29d2fcd43064611942385266dc9 | 1,371,331,724 | 40.708843 | -106.78789 | 0 |
1,282,352 | 2020-06-15 21:28:50 | 344,342,339,068,828 | fraud_Auer LLC | personal_care | 54.15 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | 99656290839994339d81ed6640ad3085 | 1,371,331,730 | 30.705299 | -80.996383 | 0 |
1,282,353 | 2020-06-15 21:29:24 | 4,707,867,759,656,333 | fraud_Metz, Russel and Metz | kids_pets | 23.04 | Susan | Shah | F | 9016 Jordan Bypass Apt. 516 | Cranks | KY | 40,820 | 36.7558 | -83.1838 | 581 | Psychologist, counselling | 1967-02-04 | db04ec1fab7c470736ef68b9a716a805 | 1,371,331,764 | 37.397673 | -82.393114 | 0 |
1,282,354 | 2020-06-15 21:29:48 | 3,568,255,211,412,877 | fraud_Fadel, Mertz and Rippin | entertainment | 69.22 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | d5521b11fbd87401a4b6d72ba60bf59c | 1,371,331,788 | 40.935982 | -85.467192 | 0 |
1,282,355 | 2020-06-15 21:30:23 | 36,722,699,017,270 | fraud_Schmeler-Howe | personal_care | 5.05 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | adc47c725b18484d3ddeffffb6e9cb01 | 1,371,331,823 | 32.732433 | -111.144769 | 0 |
1,282,356 | 2020-06-15 21:30:32 | 4,358,137,750,029,945,000 | fraud_Leannon-Nikolaus | travel | 13.75 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | e78bdac1347c5f6fc1b46b916cabf21a | 1,371,331,832 | 43.58068 | -92.304539 | 0 |
1,282,357 | 2020-06-15 21:30:36 | 3,531,129,874,770,000 | fraud_Crona and Sons | kids_pets | 136.32 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 83a47f5d5036acfab9b8699226402f1c | 1,371,331,836 | 43.127084 | -73.607783 | 0 |
1,282,358 | 2020-06-15 21:30:38 | 376,028,110,684,021 | fraud_Barton LLC | kids_pets | 50.84 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | 8fd183855e1572105e79e8ebafc336e2 | 1,371,331,838 | 40.448145 | -93.951293 | 0 |
1,282,359 | 2020-06-15 21:31:03 | 377,234,009,633,447 | fraud_Mueller, Gerhold and Mueller | health_fitness | 18.33 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | b69e83f2fd004feb63f10b7467cd028e | 1,371,331,863 | 40.263519 | -77.010581 | 0 |
1,282,360 | 2020-06-15 21:31:08 | 38,057,513,087,029 | fraud_Bernhard-Lesch | food_dining | 8 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | 135f226c0b8d0b31788a26dacd5f6754 | 1,371,331,868 | 36.71199 | -120.958651 | 0 |
1,282,361 | 2020-06-15 21:31:12 | 4,961,003,488,432,306 | fraud_Reichel LLC | personal_care | 120.13 | Stacy | Walsh | F | 324 Donna Ridge Suite 651 | Cressona | PA | 17,929 | 40.6284 | -76.195 | 1,606 | Ecologist | 1966-05-10 | fc246dd048b0da856acdd4ccfa72755b | 1,371,331,872 | 39.974557 | -76.500023 | 0 |
1,282,362 | 2020-06-15 21:31:42 | 4,810,789,809,665,943,000 | fraud_Ebert-Daugherty | travel | 9.43 | Julie | Sanchez | F | 916 Charles Road | Bowersville | OH | 45,307 | 39.5756 | -83.7153 | 338 | Quantity surveyor | 1988-07-28 | 28df3c7d426ca57547caad01147d4a38 | 1,371,331,902 | 38.908193 | -83.242857 | 0 |
1,282,363 | 2020-06-15 21:31:58 | 6,534,628,260,579,800 | fraud_Kris-Padberg | shopping_pos | 5.12 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 5b7da772f3ada02febaf97b6beb06e58 | 1,371,331,918 | 45.324374 | -72.825246 | 0 |
1,282,364 | 2020-06-15 21:32:15 | 6,596,735,789,587,928 | fraud_Terry Ltd | home | 19.12 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | d553713559a0f651e31dd89f3d036e0f | 1,371,331,935 | 44.494969 | -92.973218 | 0 |
1,282,365 | 2020-06-15 21:32:40 | 30,273,037,698,427 | fraud_Lubowitz, Terry and Stracke | personal_care | 2.79 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 229d9ea06418ad900013ec0a9bbc1d29 | 1,371,331,960 | 36.005214 | -90.96696 | 0 |
1,282,366 | 2020-06-15 21:32:44 | 30,234,966,027,947 | fraud_Padberg-Sauer | home | 21.79 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | a3cb6fbefc85d6c6a749ceea0c0863b1 | 1,371,331,964 | 43.046232 | -87.931139 | 0 |
1,282,367 | 2020-06-15 21:32:45 | 4,378,993,458,389,626 | fraud_Little-Gleichner | travel | 1.41 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 14f70fa14c8777a5dc27ac8a9a213b1d | 1,371,331,965 | 44.610078 | -70.987159 | 0 |
1,282,368 | 2020-06-15 21:32:56 | 2,252,055,259,910,912 | fraud_Roob, Conn and Tremblay | shopping_pos | 124.74 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | bccaf4a83b158ff3845a9a35162e2e5a | 1,371,331,976 | 45.36918 | -89.196158 | 0 |
1,282,369 | 2020-06-15 21:33:15 | 4,587,657,402,165,341,700 | fraud_Zemlak, Tillman and Cremin | personal_care | 4.76 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 2fd586bbb627238279937d46e6c20344 | 1,371,331,995 | 41.821715 | -87.620366 | 0 |
1,282,370 | 2020-06-15 21:33:24 | 213,186,551,511,454 | fraud_Breitenberg-Hermiston | kids_pets | 1.96 | Cody | Dean | M | 737 Thomas Wall Apt. 502 | West Bethel | ME | 4,286 | 44.402 | -70.8601 | 47 | Chief Operating Officer | 1951-03-31 | 038c2b68a191ebb68c96a4be0e1a1b08 | 1,371,332,004 | 43.832446 | -70.920366 | 0 |
1,282,371 | 2020-06-15 21:34:02 | 3,567,527,758,368,741 | fraud_Shanahan-Lehner | personal_care | 60.63 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 9a23f4a1d09f53f18f0a8c220d194822 | 1,371,332,042 | 30.936836 | -101.326502 | 0 |
1,282,372 | 2020-06-15 21:35:44 | 4,997,733,566,924,489 | fraud_Kilback Group | food_dining | 49.52 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 47d57fa58d396fb6f5f57d7a7e41d7dc | 1,371,332,144 | 44.497006 | -92.139482 | 0 |
1,282,373 | 2020-06-15 21:35:45 | 4,378,993,458,389,626 | fraud_Block Group | misc_pos | 186.21 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | f4af71a457c86fa2aa1abbed8dab2a34 | 1,371,332,145 | 44.009593 | -71.319256 | 0 |
1,282,374 | 2020-06-15 21:35:56 | 6,506,116,513,503,136 | fraud_Turner, Ziemann and Lehner | food_dining | 16.61 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | e871f3fe7c063aacff6516f0726dbb66 | 1,371,332,156 | 31.925803 | -95.793847 | 0 |
1,282,375 | 2020-06-15 21:36:02 | 3,528,231,451,607,350 | fraud_Kub-Heaney | health_fitness | 44.67 | Lauren | Moreno | F | 83719 Wilson Shore | Heislerville | NJ | 8,324 | 39.224 | -74.9942 | 526 | Exercise physiologist | 1940-09-06 | 92c27a5c3b77d33707609a9ddf3999be | 1,371,332,162 | 38.661456 | -75.727696 | 0 |
1,282,376 | 2020-06-15 21:36:06 | 36,153,880,429,415 | fraud_Roberts, Ryan and Smith | personal_care | 10.12 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | b7d19f50ee40ab3e24289b1c8346be2c | 1,371,332,166 | 27.878434 | -82.604868 | 0 |
1,282,377 | 2020-06-15 21:36:08 | 374,930,071,163,758 | fraud_Heathcote LLC | shopping_net | 72.76 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 3347c89cd87feb6197e15586047d4993 | 1,371,332,168 | 41.982914 | -82.975789 | 0 |
1,282,378 | 2020-06-15 21:36:20 | 2,283,743,876,903,625 | fraud_Lemke-Gutmann | shopping_net | 305.33 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 617d41696bd7de035a70d8b25ac260ce | 1,371,332,180 | 35.051594 | -84.819801 | 0 |
1,282,379 | 2020-06-15 21:36:38 | 2,248,348,993,063,230 | fraud_Bode-Schuster | kids_pets | 15.21 | Jennifer | Scott | F | 376 John Fork Suite 848 | Randolph | OH | 44,265 | 41.0109 | -81.2977 | 51 | Mechanical engineer | 1960-08-05 | 10f0df0d7b0aa5cb3bb059191bd3a229 | 1,371,332,198 | 40.895902 | -81.270704 | 0 |
1,282,380 | 2020-06-15 21:36:38 | 30,248,898,834,493 | fraud_Hoppe, Harris and Bednar | entertainment | 19.72 | Michael | Rodriguez | M | 172 Paula Inlet Apt. 650 | Cross Plains | TX | 76,443 | 32.1482 | -99.1872 | 1,897 | Chief Operating Officer | 1953-04-19 | a4a7223f573d84d58c55e8f7f5a17119 | 1,371,332,198 | 31.302267 | -99.606084 | 0 |
1,282,381 | 2020-06-15 21:36:43 | 60,422,928,733 | fraud_Hamill-D'Amore | health_fitness | 11.32 | Jeffrey | Powers | M | 38352 Parrish Road Apt. 652 | North Augusta | SC | 29,860 | 33.6028 | -81.9748 | 46,944 | Secondary school teacher | 1942-04-02 | b20fb8648e85c1d615573ea57e770cbf | 1,371,332,203 | 33.459574 | -81.139069 | 0 |
1,282,382 | 2020-06-15 21:37:13 | 4,661,996,144,291,812,000 | fraud_Waelchi Inc | kids_pets | 2.01 | Linda | Park | F | 24607 Charles Mountains | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Operations geologist | 1963-08-04 | 910f388f8751f23565131f21da401ddf | 1,371,332,233 | 40.606514 | -80.312169 | 0 |
1,282,383 | 2020-06-15 21:37:20 | 3,560,797,065,840,735 | fraud_Nolan-Williamson | kids_pets | 66.9 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 93802adf05e4dd14632448f44c2f3713 | 1,371,332,240 | 46.873367 | -101.768047 | 0 |
1,282,384 | 2020-06-15 21:37:20 | 180,049,032,966,888 | fraud_Gottlieb Group | kids_pets | 50.96 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | b0736682136002d6ee09ebe7f0ad53c5 | 1,371,332,240 | 46.8451 | -90.656484 | 0 |
1,282,385 | 2020-06-15 21:37:21 | 4,629,451,965,224,809 | fraud_Hudson-Grady | shopping_pos | 6.41 | Karen | Warren | F | 4900 Curtis Gardens Suite 952 | Hahira | GA | 31,632 | 30.9416 | -83.3574 | 10,295 | Teacher, special educational needs | 1997-12-26 | 258136c686bda2836b2749a03e507420 | 1,371,332,241 | 31.765263 | -84.139334 | 0 |
1,282,386 | 2020-06-15 21:38:01 | 3,547,560,454,237,873 | fraud_Schulist Ltd | food_dining | 49.44 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | 8990c568364ec16de40e9aa7e80466e8 | 1,371,332,281 | 44.311424 | -85.70504 | 0 |
1,282,387 | 2020-06-15 21:38:30 | 584,673,555,952 | fraud_Schmidt-Larkin | home | 76.89 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | ad62f3ab697332abe9b3fb8b07a79d1d | 1,371,332,310 | 47.341504 | -100.269116 | 0 |
1,282,388 | 2020-06-15 21:38:44 | 5,540,636,818,935,089 | fraud_Fritsch LLC | travel | 9.08 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 9cc9689b4132064d1111f3134deba5f3 | 1,371,332,324 | 43.336177 | -71.976942 | 0 |
1,282,389 | 2020-06-15 21:38:56 | 3,598,895,972,308,782 | fraud_Kub PLC | personal_care | 15.16 | Kenneth | Richards | M | 994 Livingston Extensions Suite 918 | Norwalk | OH | 44,857 | 41.2403 | -82.6078 | 23,805 | Copy | 1970-02-22 | e1c3495bc653844ab8c2d51392ded946 | 1,371,332,336 | 42.109568 | -81.897344 | 0 |
1,282,390 | 2020-06-15 21:39:42 | 213,193,596,103,206 | fraud_Bins-Tillman | entertainment | 81.72 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 83274ec3eeb125eb63654128fd692843 | 1,371,332,382 | 45.216975 | -85.397786 | 0 |
1,282,391 | 2020-06-15 21:39:52 | 4,518,350,514,020,532 | fraud_Torphy-Goyette | shopping_pos | 1.4 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | e8a7e277b8e10b0d53f68b9e49d2ee84 | 1,371,332,392 | 27.673893 | -81.23291 | 0 |
1,282,392 | 2020-06-15 21:39:57 | 372,509,258,176,510 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 125.24 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | fd19d11d9d2758b7c65004914b4d2466 | 1,371,332,397 | 42.516185 | -82.880775 | 0 |
1,282,393 | 2020-06-15 21:40:02 | 4,364,010,865,167,176 | fraud_Cormier, Stracke and Thiel | entertainment | 56.23 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 5aa42e22da36cb45345dda7d3e4070e8 | 1,371,332,402 | 39.786655 | -119.33718 | 0 |
1,282,394 | 2020-06-15 21:40:23 | 4,181,833,256,558,614,000 | fraud_Reichert, Shanahan and Hayes | shopping_net | 8.61 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 706c5154891264e9ffc132bfe68050d4 | 1,371,332,423 | 37.468157 | -105.091024 | 0 |
1,282,395 | 2020-06-15 21:40:29 | 4,740,713,119,940,984 | fraud_Renner Ltd | home | 44.57 | Heather | Hines | F | 13776 Hicks Plains | Pomona | NY | 10,970 | 41.1901 | -74.0436 | 9,993 | Pensions consultant | 1962-10-16 | fae6336b6a14efc83c43c803d77aef69 | 1,371,332,429 | 41.001371 | -73.13723 | 0 |
1,282,396 | 2020-06-15 21:41:06 | 3,506,592,072,985,012 | fraud_Jaskolski-Vandervort | misc_net | 152.29 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | eafd8bd570417e185a122ba7e05b6892 | 1,371,332,466 | 38.048206 | -90.200198 | 0 |
1,282,397 | 2020-06-15 21:41:10 | 375,848,982,312,810 | fraud_Kihn, Brakus and Goyette | personal_care | 75.68 | Dale | Smith | M | 25036 Contreras Turnpike Suite 270 | Purmela | TX | 76,566 | 31.4841 | -97.9903 | 258 | Web designer | 1943-12-15 | cfbc96edd892ec88e8287555134e44b9 | 1,371,332,470 | 30.516939 | -98.452525 | 0 |
1,282,398 | 2020-06-15 21:41:44 | 4,560,004,149,983,868,400 | fraud_Hirthe-Beier | health_fitness | 19.22 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | 413a873c4ad3bb91224eb45bb1862b76 | 1,371,332,504 | 38.103916 | -105.586577 | 0 |
1,282,399 | 2020-06-15 21:41:53 | 630,441,765,090 | fraud_Torphy-Kertzmann | health_fitness | 2.67 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | a015035ec3ee4d58501bab795926d4bb | 1,371,332,513 | 31.866798 | -98.672545 | 0 |
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