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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,273,000 | 2020-06-12 23:19:19 | 348,379,466,427,142 | fraud_Wuckert-Goldner | home | 40.53 | Michael | Rowe | M | 7428 Martinez Flats | Melbourne | FL | 32,935 | 28.1384 | -80.6524 | 139,650 | Database administrator | 1957-01-23 | 3ba27a4b4c6b9015e0bc59e57d2f69a3 | 1,371,079,159 | 28.171279 | -81.649148 | 0 |
1,273,001 | 2020-06-12 23:19:55 | 4,260,128,500,325 | fraud_Nicolas, Hills and McGlynn | entertainment | 84.88 | Whitney | Gallagher | F | 0374 Courtney Islands Apt. 400 | Deane | KY | 41,812 | 37.2409 | -82.7696 | 230 | Conservation officer, historic buildings | 1997-08-04 | d9dcbc1ddbecdb71709863a64d1d97c6 | 1,371,079,195 | 37.245139 | -83.208282 | 0 |
1,273,002 | 2020-06-12 23:21:37 | 4,149,635,823,017 | fraud_Erdman-Durgan | health_fitness | 45.6 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | 5bbb655782930d62f20362148bbaafcd | 1,371,079,297 | 33.502302 | -87.259779 | 0 |
1,273,003 | 2020-06-12 23:21:41 | 4,783,226,709,001 | fraud_Hoppe-Parisian | kids_pets | 33.47 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | 582d4fc46af6dc478adbb606cceeaf34 | 1,371,079,301 | 38.307707 | -100.310877 | 0 |
1,273,004 | 2020-06-12 23:22:01 | 30,234,966,027,947 | fraud_Konopelski, Schneider and Hartmann | food_dining | 14.23 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 0806b724cdf979c1355b87e215592f1d | 1,371,079,321 | 42.94789 | -87.452681 | 0 |
1,273,005 | 2020-06-12 23:22:10 | 4,383,521,454,815 | fraud_Spencer-Runolfsson | misc_pos | 9.76 | John | Robertson | M | 209 Austin Stream Apt. 231 | Indianapolis | IN | 46,290 | 39.9347 | -86.1633 | 910,148 | Academic librarian | 1987-09-22 | eaaffb4c5cbd46bafa268897a91094b5 | 1,371,079,330 | 39.00646 | -86.064394 | 0 |
1,273,006 | 2020-06-12 23:22:24 | 3,598,634,130,286,287 | fraud_Runte, Green and Emard | health_fitness | 8.76 | David | Hughes | M | 707 Butler Parkways Apt. 747 | Omaha | NE | 68,117 | 41.2064 | -95.9953 | 518,429 | Surveyor, land/geomatics | 1995-10-10 | c1f217d7bc89249189ccd1b1a165d12f | 1,371,079,344 | 42.156893 | -95.413485 | 0 |
1,273,007 | 2020-06-12 23:22:47 | 4,079,773,899,158 | fraud_Moore, Williamson and Emmerich | home | 17.3 | Eric | Preston | M | 7020 Doyle Stream Apt. 951 | Mesa | ID | 83,643 | 44.6255 | -116.4493 | 129 | Cartographer | 1965-12-15 | d16f7ebc4b4ce032f0c4192b6fe95a37 | 1,371,079,367 | 44.204972 | -116.586894 | 0 |
1,273,008 | 2020-06-12 23:23:24 | 3,576,431,665,303,017 | fraud_Beier-Hyatt | shopping_pos | 8.39 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | d08f52a99606ac4e64a93ca835fc03d5 | 1,371,079,404 | 32.655406 | -112.030469 | 0 |
1,273,009 | 2020-06-12 23:23:41 | 4,587,657,402,165,341,700 | fraud_Dare-Marvin | entertainment | 112.54 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 99396c90ccb263309200a1a27d2f6381 | 1,371,079,421 | 40.738018 | -88.131536 | 0 |
1,273,010 | 2020-06-12 23:24:31 | 6,011,367,958,204,270 | fraud_Stamm-Witting | shopping_net | 9.75 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | ffffef9d89e7d02d86efb1d2ba4de008 | 1,371,079,471 | 40.583166 | -81.39867 | 0 |
1,273,011 | 2020-06-12 23:24:33 | 374,930,071,163,758 | fraud_Medhurst PLC | shopping_net | 94.47 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 82ee5db04bada2e4bbdba8b286936c5b | 1,371,079,473 | 41.274147 | -82.884378 | 0 |
1,273,012 | 2020-06-12 23:24:52 | 4,990,494,243,023 | fraud_Moore, Williamson and Emmerich | home | 16.79 | Martin | Ford | M | 56812 Francis Courts | Corriganville | MD | 21,524 | 39.6967 | -78.8031 | 626 | Energy engineer | 1960-12-13 | 1f10e93c8967b1bf433f1279c1792ba6 | 1,371,079,492 | 39.07904 | -78.846079 | 0 |
1,273,013 | 2020-06-12 23:25:13 | 3,526,826,139,003,047 | fraud_Tillman LLC | travel | 26.1 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | 3ef5b05929f6f10a046ab5046e0b5f7d | 1,371,079,513 | 43.996295 | -85.307841 | 0 |
1,273,014 | 2020-06-12 23:25:59 | 5,152,054,598,359,927 | fraud_Lesch Ltd | shopping_pos | 1.74 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 0320e8bb9c901a9fb06f963b95f89acc | 1,371,079,559 | 30.777024 | -90.040674 | 0 |
1,273,015 | 2020-06-12 23:26:05 | 30,153,452,207,526 | fraud_Pollich LLC | home | 13.63 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | 9cf2ad54718ddee1afee938127d882ef | 1,371,079,565 | 31.233407 | -100.181819 | 0 |
1,273,016 | 2020-06-12 23:26:09 | 180,084,576,295,055 | fraud_Hackett Group | travel | 9.53 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | 410643ceeccbf0ba79296581d158574f | 1,371,079,569 | 29.762524 | -95.933109 | 0 |
1,273,017 | 2020-06-12 23:26:40 | 36,485,887,555,770 | fraud_Kilback, Nitzsche and Leffler | travel | 9.52 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | 2c8e06f4fca133abaef0595da4fcb8ca | 1,371,079,600 | 40.901589 | -81.945426 | 0 |
1,273,018 | 2020-06-12 23:27:20 | 4,294,040,533,480,516 | fraud_Hagenes, Kohler and Hoppe | food_dining | 15.57 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 9a3f081e7b32f153e36791caa4776378 | 1,371,079,640 | 32.790676 | -81.136938 | 0 |
1,273,019 | 2020-06-12 23:27:52 | 180,094,419,304,907 | fraud_Kihn, Abernathy and Douglas | shopping_net | 5.35 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 04bae56da222706d1d658fe98e3f7054 | 1,371,079,672 | 34.533514 | -116.377822 | 0 |
1,273,020 | 2020-06-12 23:28:36 | 4,518,350,514,020,532 | fraud_Pacocha-Bauch | shopping_pos | 5.3 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | 04ff434cb6febc55701b8f9436eee98a | 1,371,079,716 | 26.919857 | -81.061143 | 0 |
1,273,021 | 2020-06-12 23:28:38 | 4,170,689,372,027,579 | fraud_McGlynn-Jaskolski | misc_pos | 1.46 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 835f50b38b72c7f738d0fe29dd236ccd | 1,371,079,718 | 35.955717 | -97.683934 | 0 |
1,273,022 | 2020-06-12 23:28:49 | 344,709,867,813,900 | fraud_Little, Gutmann and Lynch | shopping_net | 17.95 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 71dfc7a1361e0c8c7b1181c620cc29a3 | 1,371,079,729 | 26.98397 | -81.47886 | 0 |
1,273,023 | 2020-06-12 23:30:03 | 4,769,426,683,924,059,000 | fraud_Altenwerth-Kilback | home | 105.49 | Andrea | Cruz | F | 26572 Hodge Villages Suite 512 | Mifflin | PA | 17,058 | 40.5553 | -77.4001 | 1,909 | Mining engineer | 1954-08-22 | 2c50e061471262f91262462ae98f0e84 | 1,371,079,803 | 40.776787 | -77.651227 | 0 |
1,273,024 | 2020-06-12 23:31:58 | 502,038,091,380 | fraud_Durgan, Gislason and Spencer | home | 81.12 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | 3433bddbc6f7f3fbd4a3e619ff8362b1 | 1,371,079,918 | 36.320064 | -93.216368 | 0 |
1,273,025 | 2020-06-12 23:33:39 | 3,518,234,918,950,662 | fraud_Hoppe-Parisian | kids_pets | 51.74 | Barbara | Lowe | F | 67210 Lori Creek | Sherman | TX | 75,092 | 33.6372 | -96.6184 | 46,563 | Systems developer | 1970-09-11 | 5df65fe6aec6c0bb92274797e4a78e37 | 1,371,080,019 | 33.765083 | -97.237715 | 0 |
1,273,026 | 2020-06-12 23:34:01 | 180,084,576,295,055 | fraud_Bins-Tillman | entertainment | 19.53 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | d176d8de4cfba1ed3925ae3385a9c69a | 1,371,080,041 | 29.221841 | -95.866687 | 0 |
1,273,027 | 2020-06-12 23:34:10 | 4,642,255,475,285,942 | fraud_Eichmann, Hayes and Treutel | travel | 8.1 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 37ec8cdf04b69bd7f7116b7a2c9c2558 | 1,371,080,050 | 39.591474 | -110.479912 | 0 |
1,273,028 | 2020-06-12 23:34:44 | 4,452,366,298,769,043 | fraud_Eichmann-Kilback | home | 64.41 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | 6c1d98789fe7d03d8521a481167c5d1a | 1,371,080,084 | 32.453505 | -97.369003 | 0 |
1,273,029 | 2020-06-12 23:35:43 | 4,428,154,703,770,710 | fraud_Schroeder, Hauck and Treutel | entertainment | 34.2 | Brittany | Guerra | F | 79209 Gary Dale | Colton | WA | 99,113 | 46.5901 | -117.1692 | 761 | Chief Marketing Officer | 1943-06-30 | 08468e0bbb00c112fceb45f0c49e1d39 | 1,371,080,143 | 46.060322 | -117.063296 | 0 |
1,273,030 | 2020-06-12 23:35:46 | 4,412,720,572,684,931 | fraud_Schmeler-Howe | personal_care | 122.89 | Richard | Marshall | M | 295 Page Creek Suite 181 | Greenbush | VA | 23,357 | 37.7681 | -75.6664 | 776 | Psychiatrist | 1949-11-17 | a9e41ef6f98b04ac8a815a4cca164f37 | 1,371,080,146 | 38.28887 | -75.136331 | 0 |
1,273,031 | 2020-06-12 23:35:55 | 3,576,431,665,303,017 | fraud_Hills-Witting | shopping_net | 11.23 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | c16a0515071433f93a559016cccc9448 | 1,371,080,155 | 33.202514 | -111.907249 | 0 |
1,273,032 | 2020-06-12 23:35:56 | 180,094,419,304,907 | fraud_Koss, Hansen and Lueilwitz | home | 55.78 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | a610b91e57c47605a6fa669063325346 | 1,371,080,156 | 34.50997 | -116.250489 | 0 |
1,273,033 | 2020-06-12 23:36:06 | 373,213,026,644,490 | fraud_Turner, Ziemann and Lehner | food_dining | 23.46 | Bobby | Smith | M | 3495 Williams Stream | San Diego | CA | 92,101 | 32.7185 | -117.1593 | 1,241,364 | Comptroller | 1987-11-30 | 13b5707330204e0920696c11445334c0 | 1,371,080,166 | 32.108291 | -116.344366 | 0 |
1,273,034 | 2020-06-12 23:36:40 | 2,305,336,922,781,618 | fraud_Skiles LLC | home | 31.9 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | bc157000fd042f46073042018a0ce65c | 1,371,080,200 | 40.513495 | -92.169961 | 0 |
1,273,035 | 2020-06-12 23:37:44 | 567,868,110,212 | fraud_Hammes-Beatty | kids_pets | 200.27 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 763dbde86b82286a7831f4b978de29bb | 1,371,080,264 | 29.942543 | -94.415841 | 0 |
1,273,036 | 2020-06-12 23:38:30 | 30,235,268,718,158 | fraud_Kutch-Wilderman | home | 35.07 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | a2c5b1db22404edfc2f9977c55c1aa17 | 1,371,080,310 | 41.392074 | -73.699445 | 0 |
1,273,037 | 2020-06-12 23:39:15 | 3,547,560,454,237,873 | fraud_Bode-Rempel | kids_pets | 3.08 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | 9f2a5f5ac1ab7685d8fe9e06cd90d9c1 | 1,371,080,355 | 44.430704 | -86.204452 | 0 |
1,273,038 | 2020-06-12 23:39:32 | 213,174,467,670,432 | fraud_Breitenberg-Hermiston | kids_pets | 45.86 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | 030f3424260da87de46141d94a481b85 | 1,371,080,372 | 38.48953 | -75.11641 | 0 |
1,273,039 | 2020-06-12 23:39:34 | 581,686,439,828 | fraud_Zemlak, Tillman and Cremin | personal_care | 4.22 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 27b69e92fa9493bf19a925e3a14de121 | 1,371,080,374 | 41.793144 | -79.421006 | 0 |
1,273,040 | 2020-06-12 23:40:01 | 3,576,021,480,694,169 | fraud_Heaney-Marquardt | entertainment | 14.71 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 67a29d84597dee7405d93be18e0cae9d | 1,371,080,401 | 39.77897 | -95.992349 | 0 |
1,273,041 | 2020-06-12 23:40:33 | 213,157,767,990,030 | fraud_Auer-West | shopping_net | 3.93 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 292e65427bdb0b45d04b8b1ec4606f13 | 1,371,080,433 | 42.285947 | -109.966424 | 0 |
1,273,042 | 2020-06-12 23:41:18 | 630,484,879,808 | fraud_Zboncak Ltd | food_dining | 68.83 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | b1713f8b3a431e1c840b16ece8691393 | 1,371,080,478 | 36.397316 | -119.680803 | 0 |
1,273,043 | 2020-06-12 23:43:26 | 4,292,902,571,056,973,300 | fraud_Nienow, Ankunding and Collier | misc_pos | 93.18 | Jeffrey | Smith | M | 135 Joseph Mountains | Sula | MT | 59,871 | 45.8433 | -113.8748 | 218 | Therapist, horticultural | 1995-08-16 | e6c635da44462d2fcc784e1ffb42d2f0 | 1,371,080,606 | 46.028921 | -114.383266 | 0 |
1,273,044 | 2020-06-12 23:44:07 | 371,985,236,239,474 | fraud_Roob-Okuneva | health_fitness | 1.37 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | fae9b78109c0731efaec96dc3115769e | 1,371,080,647 | 42.317954 | -74.575487 | 0 |
1,273,045 | 2020-06-12 23:44:37 | 2,720,433,095,629,877 | fraud_Gottlieb-Hansen | personal_care | 4.96 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | ca2768e85b27549913b6db4df09604a4 | 1,371,080,677 | 44.285592 | -69.680044 | 0 |
1,273,046 | 2020-06-12 23:44:39 | 345,060,451,158,891 | fraud_Zboncak LLC | food_dining | 40.92 | Brian | Perez | M | 78652 Scott Ports | Ashfield | MA | 1,330 | 42.5232 | -72.811 | 1,506 | Production assistant, radio | 1960-04-03 | 86a890e6b52d16a85509c018f61ca280 | 1,371,080,679 | 43.209128 | -73.072307 | 0 |
1,273,047 | 2020-06-12 23:44:49 | 3,560,697,798,177,746 | fraud_Moore, Williamson and Emmerich | home | 55.67 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 634883194954d08bec24a8ceb7c26d77 | 1,371,080,689 | 32.748115 | -116.866972 | 0 |
1,273,048 | 2020-06-12 23:46:36 | 30,234,966,027,947 | fraud_Fadel-Hilpert | health_fitness | 22.94 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 475d32ea76cb13562ddee1317b4a2a39 | 1,371,080,796 | 44.55296 | -87.423318 | 0 |
1,273,049 | 2020-06-12 23:47:48 | 4,158,945,090,781,624 | fraud_McLaughlin, Armstrong and Koepp | travel | 4.6 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | 95da2fa5b028c71c6c1a64023ce38af2 | 1,371,080,868 | 40.47215 | -80.190469 | 0 |
1,273,050 | 2020-06-12 23:47:56 | 571,365,235,126 | fraud_McDermott, Osinski and Morar | home | 80.03 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 118883b5eb86d6414240ad83e1fab4ad | 1,371,080,876 | 44.621993 | -87.072335 | 0 |
1,273,051 | 2020-06-12 23:48:29 | 213,174,467,670,432 | fraud_Gottlieb-Hansen | personal_care | 25.79 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | 65aa23a9da770896bf4a4c1b17fe6824 | 1,371,080,909 | 38.720845 | -76.609377 | 0 |
1,273,052 | 2020-06-12 23:49:39 | 4,005,676,619,255,478 | fraud_Beier-Hyatt | shopping_pos | 1,074.32 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 2850fa0674c22b925f64324bc282ac74 | 1,371,080,979 | 29.817417 | -90.85317 | 0 |
1,273,053 | 2020-06-12 23:49:55 | 3,598,215,285,024,754 | fraud_Hackett Group | travel | 1.19 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 94956ad365b81f997a99f2dfa7275627 | 1,371,080,995 | 40.756596 | -73.401107 | 0 |
1,273,054 | 2020-06-12 23:50:13 | 4,640,395,708,703 | fraud_Schumm PLC | shopping_net | 1,050.5 | Melissa | Krause | F | 67632 Martin Gateway | Fordoche | LA | 70,732 | 30.6576 | -91.6264 | 1,178 | Community education officer | 1951-06-13 | 4b0bbcddf2d12e8989dbe58241ec107f | 1,371,081,013 | 30.032634 | -92.12135 | 1 |
1,273,055 | 2020-06-12 23:50:18 | 4,239,436,242,473 | fraud_Stiedemann Ltd | food_dining | 5.73 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | bae94c70f86ec017042b3b5f81bdb9c4 | 1,371,081,018 | 39.415561 | -76.120331 | 0 |
1,273,056 | 2020-06-12 23:50:21 | 4,208,110,975,550,360,000 | fraud_Turcotte, Batz and Buckridge | health_fitness | 73.92 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | cce9eb768b905b37b3684c4673b93708 | 1,371,081,021 | 31.34715 | -82.782976 | 0 |
1,273,057 | 2020-06-12 23:51:10 | 3,534,330,126,107,879 | fraud_Ernser-Feest | home | 80.38 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | 6234fceb01ddcfb73d34df4988c68b8f | 1,371,081,070 | 44.615304 | -109.745657 | 0 |
1,273,058 | 2020-06-12 23:51:26 | 3,533,800,906,065,217 | fraud_Padberg-Rogahn | entertainment | 22.93 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | 5269c4deef5da3e7ad63af290bd011d5 | 1,371,081,086 | 40.764957 | -98.127511 | 0 |
1,273,059 | 2020-06-12 23:51:37 | 4,979,422,371,139,333 | fraud_Ziemann-Waters | health_fitness | 18.88 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | 110b067592dbff1c811ece80ff5fb6d4 | 1,371,081,097 | 41.909535 | -98.928684 | 0 |
1,273,060 | 2020-06-12 23:53:30 | 370,877,495,212,014 | fraud_Bernier and Sons | kids_pets | 89.83 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 2a6bbe7b675ced62a48de3c86833b072 | 1,371,081,210 | 36.663821 | -80.589579 | 0 |
1,273,061 | 2020-06-12 23:53:46 | 4,503,101,193,493,053,000 | fraud_Crona and Sons | kids_pets | 68.8 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | 423ecb6b77b798677a1e1e53c1a66ae0 | 1,371,081,226 | 28.380318 | -81.464418 | 0 |
1,273,062 | 2020-06-12 23:54:17 | 503,874,407,318 | fraud_Pouros, Walker and Spencer | kids_pets | 132.66 | 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 | 3aa3cb14820a7aae84cb621c89369c6a | 1,371,081,257 | 30.127012 | -97.970518 | 0 |
1,273,063 | 2020-06-12 23:54:44 | 2,450,829,271,795,901 | fraud_Torphy-Kertzmann | health_fitness | 19.19 | Timothy | Kirby | M | 7309 Sophia Causeway Suite 702 | Sauk Rapids | MN | 56,379 | 45.604 | -94.1591 | 16,163 | Hydrographic surveyor | 1987-02-22 | 1888baa86ca87294f7dcb5a8620712a7 | 1,371,081,284 | 45.77839 | -94.388808 | 0 |
1,273,064 | 2020-06-12 23:55:06 | 4,446,368,897,795,790 | fraud_Kihn-Fritsch | food_dining | 55.48 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | abac78ac00bcbe1856ad93a0da4d776e | 1,371,081,306 | 37.087951 | -74.837316 | 0 |
1,273,065 | 2020-06-12 23:55:24 | 340,103,199,302,564 | fraud_Monahan-Morar | personal_care | 85.53 | Sophia | Dickson | F | 9047 Rodriguez Turnpike | Gibsonville | NC | 27,249 | 36.1183 | -79.5685 | 12,486 | Arboriculturist | 1934-02-09 | 40e2d5b612143cdc07551c9430f087b6 | 1,371,081,324 | 37.043408 | -80.243041 | 0 |
1,273,066 | 2020-06-12 23:56:06 | 370,818,583,810,103 | fraud_Satterfield-Lowe | travel | 9.59 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | a2461136d3742dab2efe50be06d9fac1 | 1,371,081,366 | 39.74955 | -78.350072 | 0 |
1,273,067 | 2020-06-12 23:56:12 | 639,046,421,587 | fraud_Donnelly LLC | entertainment | 79.72 | Dylan | Bonilla | M | 2497 John Motorway Suite 922 | Leetsdale | PA | 15,056 | 40.5662 | -80.2099 | 1,140 | Administrator, education | 1986-06-20 | e4e8e05e904c33a8abb8e039b8b36d55 | 1,371,081,372 | 40.622123 | -79.967827 | 0 |
1,273,068 | 2020-06-12 23:57:51 | 3,590,736,522,064,285 | fraud_Kuhn LLC | shopping_pos | 73.29 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | e0fa0380b04583d2f376fe9794b9f65f | 1,371,081,471 | 35.354921 | -92.499232 | 0 |
1,273,069 | 2020-06-12 23:58:36 | 6,517,217,825,320,610 | fraud_Schroeder, Hauck and Treutel | entertainment | 6.6 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | 8dd769a5a8c58e193fcfe952b87c80dd | 1,371,081,516 | 32.377317 | -90.294896 | 0 |
1,273,070 | 2020-06-12 23:58:42 | 6,011,724,471,098,086 | fraud_Kihn, Abernathy and Douglas | shopping_net | 2.24 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 3bb43185b7e07cfad77910b18128abc6 | 1,371,081,522 | 45.46117 | -118.405653 | 0 |
1,273,071 | 2020-06-12 23:59:12 | 675,909,898,057 | fraud_Champlin, Rolfson and Connelly | travel | 3.33 | Christopher | Henry | M | 1198 Robert Stravenue Apt. 479 | Armonk | NY | 10,504 | 41.136 | -73.7009 | 7,987 | Television/film/video producer | 1964-03-16 | e251da27558a92e3dcc2f59190138430 | 1,371,081,552 | 42.019409 | -74.274635 | 0 |
1,273,072 | 2020-06-12 23:59:17 | 4,025,612,008,285,111 | fraud_O'Connell, Botsford and Hand | home | 70.66 | Krystal | Key | F | 23142 Montoya Island Apt. 742 | Corsica | PA | 15,829 | 41.1762 | -79.1976 | 1,274 | Maintenance engineer | 1949-03-20 | c238eec0059eed5d8ff3c1daf50734b1 | 1,371,081,557 | 41.330657 | -79.86481 | 0 |
1,273,073 | 2020-06-12 23:59:31 | 639,030,014,711 | fraud_Reilly and Sons | health_fitness | 73.58 | Stephen | Lopez | M | 696 Matthew Ford Suite 157 | Olmsted | IL | 62,970 | 37.1935 | -89.0933 | 639 | Mechanical engineer | 1982-08-01 | aba9d324ebfa2c3ca4888131f4eca884 | 1,371,081,571 | 37.271487 | -88.114222 | 0 |
1,273,074 | 2020-06-13 00:02:08 | 4,423,489,490,781,412 | fraud_Zboncak, Rowe and Murazik | shopping_net | 2.85 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | 81d491344d685ed1abf62e2105e4c8c3 | 1,371,081,728 | 41.912945 | -90.240605 | 0 |
1,273,075 | 2020-06-13 00:02:34 | 213,161,293,389,774 | fraud_Kuhn Group | food_dining | 78.87 | Catherine | Weber | F | 74890 Rodriguez Springs Apt. 540 | West Henrietta | NY | 14,586 | 43.0397 | -77.6871 | 10,256 | Teacher, primary school | 1968-06-24 | 04fe5aa9a109cc5edbcd98a70c036995 | 1,371,081,754 | 42.127909 | -77.962675 | 0 |
1,273,076 | 2020-06-13 00:02:55 | 6,554,245,334,757,802 | fraud_Streich, Dietrich and Barton | shopping_net | 250.87 | Monique | Robinson | F | 07712 Marcus Divide Apt. 831 | Laguna Hills | CA | 92,637 | 33.615 | -117.7114 | 45,303 | Sales executive | 1969-12-22 | 06abfa018b8a2f8cd8dee46a6da1c3e4 | 1,371,081,775 | 33.522596 | -118.071493 | 0 |
1,273,077 | 2020-06-13 00:03:47 | 6,597,888,193,422,452 | fraud_Ledner-Pfannerstill | gas_transport | 52.61 | Bill | Lane | M | 4725 Hurst Curve Apt. 634 | Holliday | TX | 76,366 | 33.6751 | -98.6576 | 2,317 | Chief Technology Officer | 1964-08-23 | eb2bdf831a5fbc400a8a75598f211eb3 | 1,371,081,827 | 34.331872 | -99.436442 | 0 |
1,273,078 | 2020-06-13 00:03:48 | 4,025,612,008,285,111 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 4.68 | Krystal | Key | F | 23142 Montoya Island Apt. 742 | Corsica | PA | 15,829 | 41.1762 | -79.1976 | 1,274 | Maintenance engineer | 1949-03-20 | 1c93741b580d9cdc16cf8fc88327ee5f | 1,371,081,828 | 41.682597 | -78.503534 | 0 |
1,273,079 | 2020-06-13 00:04:26 | 213,141,712,584,544 | fraud_Bogisich Inc | grocery_pos | 214.48 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 111fbc1605bbd9c8688574df0ac9b35a | 1,371,081,866 | 31.294873 | -89.302288 | 0 |
1,273,080 | 2020-06-13 00:05:03 | 2,296,006,538,441,789 | fraud_Rodriguez Group | gas_transport | 57.32 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | 2323dff2337be8a0ad2202ac66c3f190 | 1,371,081,903 | 40.924596 | -73.93633 | 0 |
1,273,081 | 2020-06-13 00:05:42 | 374,238,209,524,200 | fraud_Marks Inc | gas_transport | 40.48 | Daniel | Martinez | M | 8510 Acevedo Burgs | Kent | OR | 97,033 | 45.0838 | -120.6649 | 60 | Museum education officer | 1942-04-03 | bce0a2184bb1f9298419a9527be5d34a | 1,371,081,942 | 45.235631 | -121.407609 | 0 |
1,273,082 | 2020-06-13 00:06:13 | 4,687,263,141,103 | fraud_Stracke-Lemke | grocery_pos | 112.63 | Sarah | Cross | F | 273 Phillip Throughway | Bigelow | MN | 56,117 | 43.5336 | -95.6515 | 399 | Economist | 1977-04-28 | 4a4bd6d7e8b3f11eb3b823599afc0408 | 1,371,081,973 | 42.963103 | -95.3041 | 0 |
1,273,083 | 2020-06-13 00:06:43 | 30,273,037,698,427 | fraud_Koss and Sons | gas_transport | 65.79 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 435ea6d4b341983db1ab150173d4f7bb | 1,371,082,003 | 35.343376 | -91.240798 | 0 |
1,273,084 | 2020-06-13 00:07:28 | 2,291,163,933,867,244 | fraud_Kling Inc | gas_transport | 82.98 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | 734db990e7b8070642a743c9457f9657 | 1,371,082,048 | 34.537523 | -80.398267 | 0 |
1,273,085 | 2020-06-13 00:08:01 | 3,576,431,665,303,017 | fraud_Schmeler Inc | misc_pos | 237.33 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 728a50cba8685293246dba5cee98e87a | 1,371,082,081 | 34.03829 | -111.222946 | 0 |
1,273,086 | 2020-06-13 00:09:18 | 676,245,600,876 | fraud_Conroy-Emard | food_dining | 88.36 | 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 | b59de9a3c5a01a58547eaa56730b00f6 | 1,371,082,158 | 26.336537 | -79.690918 | 0 |
1,273,087 | 2020-06-13 00:10:15 | 5,540,636,818,935,089 | fraud_Kutch-Hegmann | grocery_net | 24.75 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 7b5e985ccfe642167668ef6591b35eee | 1,371,082,215 | 42.891323 | -71.136624 | 0 |
1,273,088 | 2020-06-13 00:10:23 | 4,169,388,510,116 | fraud_Conroy-Cruickshank | gas_transport | 71.15 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | 0607cf3ade3d8519f6d5503a574bdc2e | 1,371,082,223 | 43.554345 | -76.300509 | 0 |
1,273,089 | 2020-06-13 00:10:29 | 36,722,699,017,270 | fraud_Kuhic Inc | grocery_pos | 265.05 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 834a140dc0ebac95781b9a1c96b0f6bd | 1,371,082,229 | 32.573229 | -110.221509 | 0 |
1,273,090 | 2020-06-13 00:10:41 | 3,593,399,694,467,427 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 6.59 | Douglas | Smith | M | 85932 Marc Throughway Apt. 080 | Knowlesville | NY | 14,479 | 43.2363 | -78.3138 | 275 | TEFL teacher | 1964-08-18 | ee3708fce77afb1f694425160a285dd9 | 1,371,082,241 | 42.567622 | -77.887729 | 0 |
1,273,091 | 2020-06-13 00:12:07 | 3,583,635,130,604,947 | fraud_Christiansen, Goyette and Schamberger | gas_transport | 77.5 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | b2fc1751645b1fdedbcd87eb5f7ad1a7 | 1,371,082,327 | 40.916305 | -74.563251 | 0 |
1,273,092 | 2020-06-13 00:12:35 | 3,508,104,404,056,005 | fraud_Connelly, Reichert and Fritsch | gas_transport | 71.77 | Michael | Fisher | M | 401 Escobar Port | East Troy | WI | 53,120 | 42.8035 | -88.4092 | 9,679 | Engineer, production | 1991-04-11 | 7b3229ba86ef3f6fde19b280876e3a00 | 1,371,082,355 | 42.581384 | -88.896948 | 0 |
1,273,093 | 2020-06-13 00:13:44 | 4,469,777,115,158,235,000 | fraud_Barton Inc | grocery_pos | 49.45 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 3c741ed9d416271a259ef5debd76ee92 | 1,371,082,424 | 42.34267 | -70.878552 | 0 |
1,273,094 | 2020-06-13 00:18:22 | 4,239,436,242,473 | fraud_Schoen, Kuphal and Nitzsche | grocery_pos | 43.1 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | 26b72df01957f752278a9b3e559db04a | 1,371,082,702 | 38.164073 | -76.900837 | 0 |
1,273,095 | 2020-06-13 00:19:10 | 4,116,554,952,971,686 | fraud_Schmidt and Sons | shopping_net | 6.08 | Bridget | Bowen | F | 49120 Regina Island Apt. 170 | Port Saint Lucie | FL | 34,953 | 27.2625 | -80.3793 | 181,438 | Primary school teacher | 1934-03-19 | 83c56bf225cacf247cd7a17b1bee000a | 1,371,082,750 | 26.59139 | -80.126571 | 0 |
1,273,096 | 2020-06-13 00:19:11 | 3,536,918,668,124,647 | fraud_Feil, Hilpert and Koss | food_dining | 208.19 | Michelle | Juarez | F | 44864 Melton Vista Suite 310 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Science writer | 1955-06-12 | 8f96bb5189f0a2afa3f9f34bb8ea14ff | 1,371,082,751 | 37.292389 | -121.534337 | 0 |
1,273,097 | 2020-06-13 00:19:43 | 377,234,009,633,447 | fraud_Reichert, Huels and Hoppe | shopping_net | 6.45 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | 28eef05bd0ea3596187260f2fb6aa656 | 1,371,082,783 | 39.631583 | -77.818026 | 0 |
1,273,098 | 2020-06-13 00:20:30 | 6,534,628,260,579,800 | fraud_Harber Inc | gas_transport | 46.3 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | a9caea099287e48d852094f69b87b853 | 1,371,082,830 | 45.329549 | -72.574552 | 0 |
1,273,099 | 2020-06-13 00:21:21 | 213,153,151,785,052 | fraud_Swift, Bradtke and Marquardt | grocery_net | 44.77 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 2ff86b4fd056eac922ec6a45542c97f6 | 1,371,082,881 | 45.390369 | -88.743472 | 0 |
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