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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6,500 | 2020-06-23 03:10:40 | 2,475,085,306,462,014 | fraud_Douglas, Schneider and Turner | shopping_pos | 117.58 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | a369dee7d524e503f602826716fb70a8 | 1,371,957,040 | 44.85251 | -94.488235 | 0 |
6,501 | 2020-06-23 03:11:15 | 4,797,297,220,948,469,000 | fraud_Kutch and Sons | grocery_pos | 70.61 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 23c11dc3cf718816401593c82ce215ec | 1,371,957,075 | 39.118629 | -87.249117 | 0 |
6,502 | 2020-06-23 03:12:21 | 2,713,913,904,780,408 | fraud_Roob, Conn and Tremblay | shopping_pos | 9.2 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | 3cbf641a801cca51f9a13bcaff4fd1b0 | 1,371,957,141 | 32.783306 | -92.126406 | 0 |
6,503 | 2020-06-23 03:12:24 | 3,576,431,665,303,017 | fraud_Bernier, Streich and Jewess | grocery_net | 70.05 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 9de9c8e00ad3886a3ac69a18d1a749f6 | 1,371,957,144 | 33.629111 | -112.474085 | 0 |
6,504 | 2020-06-23 03:13:35 | 4,839,615,922,685,395 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 152.33 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | 7b0303726613dd8e747d73c8357eaf0f | 1,371,957,215 | 38.836976 | -86.172529 | 0 |
6,505 | 2020-06-23 03:13:37 | 4,952,583,804,639,909 | fraud_Fisher-Schowalter | shopping_net | 1.91 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | 852de78e177d78a616d75aa8d603e0a3 | 1,371,957,217 | 42.003323 | -80.452414 | 0 |
6,506 | 2020-06-23 03:14:21 | 3,512,365,128,314,616 | fraud_Christiansen, Goyette and Schamberger | gas_transport | 53.08 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 84d5f8611f14cb1f808cf1b576bd40dc | 1,371,957,261 | 39.184885 | -89.799832 | 0 |
6,507 | 2020-06-23 03:15:46 | 342,952,484,382,519 | fraud_Heidenreich PLC | grocery_pos | 120.25 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 69fcfb018d82b7dd3e7218a38f1dcca5 | 1,371,957,346 | 41.400374 | -74.19043 | 0 |
6,508 | 2020-06-23 03:15:47 | 4,914,700,582,394,237 | fraud_Ledner-Pfannerstill | gas_transport | 55.51 | John | Williams | M | 8929 Phillips Corners Suite 259 | Harmony | PA | 16,037 | 40.8496 | -80.1381 | 4,589 | Bookseller | 1956-05-01 | f65797192c795b757b7207099ce66891 | 1,371,957,347 | 40.416978 | -79.571198 | 0 |
6,509 | 2020-06-23 03:16:10 | 3,566,875,419,572,867 | fraud_Williamson LLC | misc_pos | 30.98 | Adam | Mcdonald | M | 997 Cameron Meadow Apt. 980 | South Hero | VT | 5,486 | 44.64 | -73.3113 | 1,654 | Transport planner | 1991-01-31 | d9597bb04af3ce8647f96d937048241c | 1,371,957,370 | 44.377805 | -73.004511 | 0 |
6,510 | 2020-06-23 03:16:38 | 5,540,636,818,935,089 | fraud_Emmerich-Luettgen | grocery_net | 107.63 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 544f21bee8f60c23f09547e5c196f2b2 | 1,371,957,398 | 42.762332 | -70.438496 | 0 |
6,511 | 2020-06-23 03:16:58 | 213,125,815,021,702 | fraud_Hermann and Sons | shopping_pos | 35.7 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | 025d5abd50a198be84bc41c7fda4eb08 | 1,371,957,418 | 41.686281 | -73.926645 | 0 |
6,512 | 2020-06-23 03:18:05 | 4,689,147,265,057,949,000 | fraud_Raynor, Feest and Miller | gas_transport | 52.24 | Steven | Brooks | M | 2622 Reynolds Isle | Manley | NE | 68,403 | 40.9207 | -96.168 | 206 | Human resources officer | 1967-10-04 | b77510c8f1febf6f7f7b750b41442d14 | 1,371,957,485 | 40.720717 | -97.089395 | 0 |
6,513 | 2020-06-23 03:18:19 | 6,011,252,220,172,077 | fraud_Hills-Olson | grocery_net | 25.95 | Melvin | Wright | M | 210 Dean Causeway Suite 130 | Alton | IA | 51,003 | 42.9782 | -96.0173 | 1,700 | Engineer, land | 2001-12-19 | 3559b5e997926d3aae37cc8622223d9a | 1,371,957,499 | 43.601139 | -95.737913 | 0 |
6,514 | 2020-06-23 03:19:48 | 30,344,654,314,976 | fraud_Gottlieb, Considine and Schultz | shopping_net | 641.41 | Christine | Johnson | F | 8011 Chapman Tunnel Apt. 568 | Blairsden-Graeagle | CA | 96,103 | 39.8127 | -120.6405 | 1,725 | Chartered legal executive (England and Wales) | 1967-05-27 | 426dd51348044d187cfd4471d59e0019 | 1,371,957,588 | 39.478977 | -120.169915 | 0 |
6,515 | 2020-06-23 03:20:08 | 377,993,105,397,617 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 4.71 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 728de130f89983526d78e0cf74bab784 | 1,371,957,608 | 45.349427 | -88.33506 | 0 |
6,516 | 2020-06-23 03:20:13 | 30,344,654,314,976 | fraud_Christiansen, Goyette and Schamberger | gas_transport | 97.16 | Christine | Johnson | F | 8011 Chapman Tunnel Apt. 568 | Blairsden-Graeagle | CA | 96,103 | 39.8127 | -120.6405 | 1,725 | Chartered legal executive (England and Wales) | 1967-05-27 | c47c9e27c9f9fe86f80bfea8cc3e0f1a | 1,371,957,613 | 39.040787 | -121.25723 | 0 |
6,517 | 2020-06-23 03:20:15 | 4,862,293,128,558 | fraud_Wisozk and Sons | misc_pos | 4.28 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | adce33d44f727207aef8451649ac501c | 1,371,957,615 | 40.532753 | -78.667461 | 0 |
6,518 | 2020-06-23 03:21:20 | 340,953,839,692,349 | fraud_Connelly, Reichert and Fritsch | gas_transport | 59.1 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | 905ffd1bc88b4768f89eb1eca6fb0cb1 | 1,371,957,680 | 42.502047 | -82.245935 | 0 |
6,519 | 2020-06-23 03:21:59 | 377,234,009,633,447 | fraud_Schmitt Ltd | misc_net | 1.04 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | 9e249a6024f2903985483330d074fabb | 1,371,957,719 | 39.676882 | -77.719597 | 0 |
6,520 | 2020-06-23 03:22:08 | 4,671,727,014,157,745 | fraud_Herman, Treutel and Dickens | misc_net | 5.44 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | 5e30a3ce2e76d44e8d161757d4741236 | 1,371,957,728 | 41.032778 | -84.921943 | 0 |
6,521 | 2020-06-23 03:22:22 | 375,767,678,113,375 | fraud_Hudson-Ratke | grocery_pos | 132.29 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | 89bfc5b551ee00c43eb87194a601303f | 1,371,957,742 | 38.492463 | -78.527333 | 0 |
6,522 | 2020-06-23 03:23:00 | 4,464,457,352,619 | fraud_Bahringer-Larson | grocery_net | 27.42 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | a58af269feddebaaf77c93ad21a68eae | 1,371,957,780 | 29.668715 | -85.121976 | 0 |
6,523 | 2020-06-23 03:23:11 | 340,951,438,290,556 | fraud_Kohler, Lindgren and Koelpin | grocery_net | 56.76 | Maria | Garcia | F | 865 Thomas Village | Orangeburg | NY | 10,962 | 41.0442 | -73.9609 | 5,950 | Records manager | 1971-07-02 | 05a74b98b78093754a51fcb0d109cd56 | 1,371,957,791 | 41.357988 | -74.190155 | 0 |
6,524 | 2020-06-23 03:23:53 | 345,832,460,465,610 | fraud_Reinger, Weissnat and Strosin | food_dining | 32.92 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | d5bebf038405c1b7f7f792f69ab93b0d | 1,371,957,833 | 38.960473 | -77.447937 | 0 |
6,525 | 2020-06-23 03:24:02 | 342,319,985,983,023 | fraud_Huel Ltd | misc_net | 103.27 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 10b351a204babcc8a7c7d8916a72bd6a | 1,371,957,842 | 41.49166 | -75.486851 | 0 |
6,526 | 2020-06-23 03:24:54 | 3,513,506,355,699,497 | fraud_Fadel, Mertz and Rippin | entertainment | 62.04 | Sarah | Adams | F | 5654 Peterson Land | Ridgeland | MS | 39,157 | 32.4122 | -90.1207 | 24,645 | Scientist, clinical (histocompatibility and immunogenetics) | 1966-05-29 | fa88741366f9668ec57fba486e374301 | 1,371,957,894 | 32.538187 | -90.923441 | 0 |
6,527 | 2020-06-23 03:25:46 | 4,922,710,831,011,201 | fraud_Bogisich Inc | grocery_pos | 137.67 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | a579b940b2eee80cf3c7bf1090adb998 | 1,371,957,946 | 39.759762 | -79.322152 | 0 |
6,528 | 2020-06-23 03:26:21 | 2,297,447,006,766,555 | fraud_Fadel, Mertz and Rippin | entertainment | 11.3 | Laura | Walker | F | 611 Michael Rue | Cisco | IL | 61,830 | 39.9972 | -88.6962 | 478 | Landscape architect | 1960-01-13 | f4dd08befb46eb3c2399475c3e510a03 | 1,371,957,981 | 39.495272 | -87.753082 | 0 |
6,529 | 2020-06-23 03:26:24 | 374,125,201,044,065 | fraud_Koss and Sons | gas_transport | 42.02 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | b8cae2dda01af15834ad78a62a0529e3 | 1,371,957,984 | 38.018154 | -76.68128 | 0 |
6,530 | 2020-06-23 03:26:30 | 4,939,976,756,738,216 | fraud_Deckow-O'Conner | grocery_pos | 172.43 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | eaa5f845615ba5e92d4fee7b4e200bae | 1,371,957,990 | 26.717234 | -98.222782 | 0 |
6,531 | 2020-06-23 03:27:01 | 30,181,367,542,315 | fraud_Kerluke Inc | misc_net | 1.46 | Danielle | Walker | F | 9824 Mitchell Run | Powell Butte | OR | 97,753 | 44.2415 | -121.0113 | 2,016 | Local government officer | 1953-12-25 | 4c61d40b8c5e492816f3b2f1f2596be9 | 1,371,958,021 | 43.571985 | -120.344872 | 0 |
6,532 | 2020-06-23 03:27:17 | 38,199,021,865,320 | fraud_Rau and Sons | grocery_pos | 104.45 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | fdbc0265a3bb4b5c07379b0807a3e79b | 1,371,958,037 | 44.088635 | -71.512144 | 0 |
6,533 | 2020-06-23 03:27:38 | 213,163,860,545,705 | fraud_Streich, Hansen and Veum | gas_transport | 70 | Mark | Tyler | M | 82201 Bradley Radial Suite 703 | Avera | GA | 30,803 | 33.141 | -82.515 | 741 | Claims inspector/assessor | 1986-04-28 | 7db9f6a895c667e9275b19508fa6a4ec | 1,371,958,058 | 32.91066 | -83.343825 | 0 |
6,534 | 2020-06-23 03:28:54 | 4,961,003,488,432,306 | fraud_Zieme, Bode and Dooley | gas_transport | 50.54 | Stacy | Walsh | F | 324 Donna Ridge Suite 651 | Cressona | PA | 17,929 | 40.6284 | -76.195 | 1,606 | Ecologist | 1966-05-10 | db6547f883cff57cb967732787479113 | 1,371,958,134 | 41.164164 | -76.174685 | 0 |
6,535 | 2020-06-23 03:29:10 | 30,199,621,383,748 | fraud_Schamberger-O'Keefe | grocery_pos | 187 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | f6137a5d0a4684d6213592d51557f542 | 1,371,958,150 | 33.159158 | -95.936562 | 0 |
6,536 | 2020-06-23 03:29:36 | 180,046,165,512,893 | fraud_Bauch-Raynor | grocery_pos | 112.32 | Erica | Walker | F | 084 Holmes Avenue Suite 206 | Stayton | OR | 97,383 | 44.8021 | -122.7624 | 9,587 | Engineer, biomedical | 1968-03-24 | 820fc38a99d7d9c49877ea0e5728fd7d | 1,371,958,176 | 45.471561 | -122.008383 | 0 |
6,537 | 2020-06-23 03:29:45 | 6,011,348,830,550,197 | fraud_Harris, Gusikowski and Heaney | grocery_net | 20.86 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 71114ad901cffad44ec8dd0e3c4d1b3a | 1,371,958,185 | 33.209373 | -86.046374 | 0 |
6,538 | 2020-06-23 03:29:46 | 213,173,753,804,333 | fraud_Jast and Sons | food_dining | 23.89 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | ac844b1d01a20d2fa15c37595c3d889e | 1,371,958,186 | 41.616316 | -87.002207 | 0 |
6,539 | 2020-06-23 03:30:22 | 30,376,238,035,123 | fraud_Fisher-Schowalter | shopping_net | 1,084.13 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | 5966d1dd8a3b27a3ca51e2e83f39d7da | 1,371,958,222 | 42.852563 | -124.43172 | 0 |
6,540 | 2020-06-23 03:30:44 | 4,783,226,709,001 | fraud_Corwin-Collins | gas_transport | 62.76 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | 4b8c57b6e26373deb31efc284b573fbe | 1,371,958,244 | 37.80919 | -99.273174 | 0 |
6,541 | 2020-06-23 03:31:58 | 6,526,448,584,969,862 | fraud_Pacocha-Bauch | shopping_pos | 6.89 | Nathan | Stewart | M | 63502 Brown Road Apt. 318 | West Long Branch | NJ | 7,764 | 40.2878 | -74.0162 | 8,097 | Mechanical engineer | 1964-02-18 | c1ccdd0186b4274f85f25feb84783a7c | 1,371,958,318 | 39.847045 | -74.821956 | 0 |
6,542 | 2020-06-23 03:31:59 | 4,379,260,813,815,979,500 | fraud_Lind, Huel and McClure | gas_transport | 81.05 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | 153376cd8ad3ca71e4830a550c5e1d98 | 1,371,958,319 | 38.761975 | -122.650133 | 0 |
6,543 | 2020-06-23 03:32:28 | 4,277,232,699,798,846 | fraud_Parisian and Sons | gas_transport | 60.15 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | 1c27d5dbd133b2ce9326fc5f9e45b591 | 1,371,958,348 | 46.024841 | -102.859635 | 0 |
6,544 | 2020-06-23 03:34:23 | 3,597,926,034,019,603 | fraud_Bins-Rice | gas_transport | 80.13 | Derrick | Flores | M | 83690 Nicholas Ports Apt. 846 | Oakland | TN | 38,060 | 35.2229 | -89.5518 | 9,496 | Furniture conservator/restorer | 1993-03-23 | 7e7e8a2236e788249caf3431f0a8c473 | 1,371,958,463 | 36.056443 | -90.127398 | 0 |
6,545 | 2020-06-23 03:35:14 | 6,011,438,889,172,900 | fraud_Kutch, Hermiston and Farrell | gas_transport | 66.19 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 839da75fa819c10c994e37b773e2f7cd | 1,371,958,514 | 34.606868 | -91.743089 | 0 |
6,546 | 2020-06-23 03:35:18 | 3,546,674,063,249,004 | fraud_Johnson, Runolfsdottir and Mayer | misc_net | 885.07 | Jordan | May | M | 1626 Susan Course | Aledo | TX | 76,008 | 32.7004 | -97.6039 | 13,602 | Optometrist | 1984-07-05 | b9940090ed41234677870c6c7076b95f | 1,371,958,518 | 31.717089 | -97.641174 | 0 |
6,547 | 2020-06-23 03:35:22 | 4,446,368,897,795,790 | fraud_Hudson-Ratke | grocery_pos | 104.71 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | 41aad666256d3198217fa74f2ac94c63 | 1,371,958,522 | 37.659269 | -74.777981 | 0 |
6,548 | 2020-06-23 03:36:25 | 2,286,236,465,059,468 | fraud_Bradtke PLC | grocery_pos | 93.47 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | 6cae369a55963bb6a643472130cc3b17 | 1,371,958,585 | 39.047469 | -93.808823 | 0 |
6,549 | 2020-06-23 03:37:00 | 4,613,314,721,966 | fraud_Bahringer-Larson | grocery_net | 57 | Jason | Murphy | M | 542 Steve Curve Suite 011 | Collettsville | NC | 28,611 | 35.9946 | -81.7266 | 885 | Soil scientist | 1988-09-15 | a271e9f63e29a1867110e7b6846218f8 | 1,371,958,620 | 36.206904 | -82.59338 | 0 |
6,550 | 2020-06-23 03:37:06 | 4,586,810,168,620,942 | fraud_Bartoletti-Wunsch | gas_transport | 70.86 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | ae1b27da39da06deb29abc1629549c23 | 1,371,958,626 | 32.161911 | -80.02612 | 0 |
6,551 | 2020-06-23 03:37:51 | 370,612,217,861,404 | fraud_Huel-Langworth | misc_net | 122.55 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | f9c203401e3b729579f1b2227121cd2d | 1,371,958,671 | 39.587174 | -74.139992 | 0 |
6,552 | 2020-06-23 03:37:51 | 4,410,582,919,485,061,600 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 120.47 | David | Cole | M | 7955 Allen Orchard Apt. 336 | Springfield | GA | 31,329 | 32.3697 | -81.3618 | 9,034 | Therapist, occupational | 1969-03-02 | dfd34772adf24d2520e5c36d13221473 | 1,371,958,671 | 31.882875 | -81.630647 | 0 |
6,553 | 2020-06-23 03:38:14 | 2,274,911,989,136,158 | fraud_Willms, Kris and Bergnaum | shopping_pos | 5.28 | Robert | Velazquez | M | 3136 Silva Stream | Parker | CO | 80,138 | 39.5102 | -104.7216 | 84,861 | Materials engineer | 1932-03-10 | 63a5d3bcc27891a185d8becf32e0b70b | 1,371,958,694 | 38.65133 | -104.440361 | 0 |
6,554 | 2020-06-23 03:38:27 | 30,427,035,050,508 | fraud_Hermann-Gaylord | misc_pos | 17.22 | John | Chandler | M | 88325 Brandon Greens Apt. 477 | Detroit | MI | 48,202 | 42.377 | -83.0796 | 673,342 | Broadcast presenter | 1969-11-20 | 485ec5e5749df02df25dfbad4286e5ab | 1,371,958,707 | 41.712288 | -83.744673 | 0 |
6,555 | 2020-06-23 03:39:32 | 502,049,568,400 | fraud_Rempel Inc | shopping_net | 340.51 | Daniel | Melton | M | 6157 Nichols Mews | Marion | CT | 6,444 | 41.7918 | -72.7188 | 370 | Health service manager | 1962-02-13 | be2667bdded335c5371e66f00968f479 | 1,371,958,772 | 41.278479 | -72.217744 | 0 |
6,556 | 2020-06-23 03:39:55 | 36,153,880,429,415 | fraud_Pacocha-Bauch | shopping_pos | 3.24 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | f31c4b945728b393147903384c9379a2 | 1,371,958,795 | 28.833403 | -82.157024 | 0 |
6,557 | 2020-06-23 03:41:53 | 4,319,584,480,204,989,000 | fraud_Labadie, Treutel and Bode | shopping_net | 11.72 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 12109acbffd7da366c027cff9bafd6eb | 1,371,958,913 | 36.361165 | -82.157447 | 0 |
6,558 | 2020-06-23 03:42:52 | 630,451,534,402 | fraud_Cummerata-Jones | gas_transport | 43.55 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | e6c7a95700168b9422e7b638b4b4d8b9 | 1,371,958,972 | 47.123882 | -85.808556 | 0 |
6,559 | 2020-06-23 03:42:55 | 4,670,613,943,676,271 | fraud_Auer-Mosciski | grocery_pos | 97.08 | Bianca | Novak | F | 0953 David Skyway | Cuthbert | GA | 39,840 | 31.7706 | -84.7936 | 5,726 | Fitness centre manager | 1947-08-14 | ef5defce0e8f83f0165bd842137ce9c5 | 1,371,958,975 | 32.403013 | -85.117147 | 0 |
6,560 | 2020-06-23 03:44:17 | 3,558,881,852,140,592 | fraud_Mohr Inc | shopping_pos | 1.4 | Christopher | Holt | M | 05597 Michael Spurs | Parks | AZ | 86,018 | 35.2563 | -111.95 | 759 | Geologist, engineering | 1957-03-28 | fe15336bab1f1c9347e3675f7223a550 | 1,371,959,057 | 35.727541 | -111.534329 | 0 |
6,561 | 2020-06-23 03:44:24 | 3,598,014,571,045,296 | fraud_Schoen, Kuphal and Nitzsche | grocery_pos | 180.45 | Lisa | Clark | F | 07943 Davis River | Grimesland | NC | 27,837 | 35.558 | -77.2566 | 5,903 | Manufacturing systems engineer | 1993-10-07 | 2eae73ec2c2619f21646d1d67bbea571 | 1,371,959,064 | 35.830135 | -77.294599 | 0 |
6,562 | 2020-06-23 03:45:44 | 4,879,265,611,163,287 | fraud_Kemmer-Buckridge | misc_pos | 30.79 | Collin | Brown | M | 995 Benjamin Bypass | Du Pont | GA | 31,630 | 31 | -82.8555 | 419 | Advertising account executive | 1990-10-28 | f811b8c837a0b5bcc0d0eb0ddb8298cd | 1,371,959,144 | 31.195142 | -82.136133 | 0 |
6,563 | 2020-06-23 03:46:51 | 3,520,550,088,202,337 | fraud_Prohaska-Murray | gas_transport | 90.27 | Micheal | Walters | M | 15315 Vaughn Park Suite 356 | Hovland | MN | 55,606 | 47.8342 | -90.0476 | 272 | Freight forwarder | 2001-07-05 | 27b20a283edd026ec924d5a891c435ef | 1,371,959,211 | 47.043885 | -90.753243 | 0 |
6,564 | 2020-06-23 03:47:21 | 340,103,199,302,564 | fraud_Friesen-D'Amore | gas_transport | 68.16 | Sophia | Dickson | F | 9047 Rodriguez Turnpike | Gibsonville | NC | 27,249 | 36.1183 | -79.5685 | 12,486 | Arboriculturist | 1934-02-09 | 0ab602d30fe320c41d431decaec54a5a | 1,371,959,241 | 37.051965 | -80.052928 | 0 |
6,565 | 2020-06-23 03:47:21 | 501,899,453,424 | fraud_Dare-Marvin | entertainment | 5.48 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 6346a7562b746106fe69e062bef4de74 | 1,371,959,241 | 34.111131 | -85.129469 | 0 |
6,566 | 2020-06-23 03:47:22 | 342,035,762,534,413 | fraud_Rowe, Batz and Goodwin | grocery_pos | 52.95 | Jennifer | Carrillo | F | 334 Adam Mountains Apt. 868 | Manquin | VA | 23,106 | 37.7184 | -77.186 | 976 | Engineer, automotive | 1999-06-19 | 291660f7644e60efa1d17ee176d672db | 1,371,959,242 | 37.224048 | -77.162602 | 0 |
6,567 | 2020-06-23 03:47:54 | 4,792,627,764,422,478,000 | fraud_Rohan, White and Aufderhar | misc_net | 14.97 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 5bbad43920161e7cc8e7622f60c0845e | 1,371,959,274 | 39.449137 | -95.274202 | 0 |
6,568 | 2020-06-23 03:49:06 | 503,874,407,318 | fraud_Brekke and Sons | gas_transport | 102.01 | 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 | e0319f72ed22d5e2506d128358f77cfa | 1,371,959,346 | 30.436794 | -99.159178 | 0 |
6,569 | 2020-06-23 03:49:34 | 4,446,368,897,795,790 | fraud_Kiehn Inc | grocery_pos | 120.55 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | a555ad7414de3365c9394db9548b2460 | 1,371,959,374 | 38.164527 | -76.063355 | 0 |
6,570 | 2020-06-23 03:49:59 | 36,913,587,729,122 | fraud_Torp-Lemke | misc_pos | 143.78 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 505a668275cf26d58b1a60be3acbe87c | 1,371,959,399 | 42.686975 | -116.462973 | 0 |
6,571 | 2020-06-23 03:50:23 | 4,128,730,454,058,057,700 | fraud_Cole PLC | grocery_pos | 111.38 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | 48466d464c4350a79ea8817a3ba339fa | 1,371,959,423 | 32.100464 | -94.573564 | 0 |
6,572 | 2020-06-23 03:53:29 | 30,230,540,139,182 | fraud_Berge LLC | gas_transport | 77.68 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | 1b008f68d3f13366fbdc656780b03b01 | 1,371,959,609 | 40.75432 | -77.709141 | 0 |
6,573 | 2020-06-23 03:54:25 | 4,658,490,815,480,264 | fraud_Lesch Ltd | shopping_pos | 9.65 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 15a51203234d86a88f370a80c95b1f38 | 1,371,959,665 | 39.455325 | -80.287423 | 0 |
6,574 | 2020-06-23 03:54:39 | 4,979,422,371,139,333 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 7.52 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | e84c3030a22e7db5fd12867135b27d4f | 1,371,959,679 | 41.774829 | -99.457208 | 0 |
6,575 | 2020-06-23 03:55:55 | 4,294,930,380,592 | fraud_Metz-Boehm | shopping_pos | 9.96 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | 0b8f5d2e45c6d82fca30cd1c94bd9b60 | 1,371,959,755 | 37.289693 | -80.451799 | 0 |
6,576 | 2020-06-23 03:56:07 | 3,558,652,751,678,952 | fraud_Willms, Kris and Bergnaum | shopping_pos | 1.27 | Teresa | Blankenship | F | 6638 Lucero Mill Suite 952 | Karnack | TX | 75,661 | 32.6205 | -94.2 | 2,807 | Chiropodist | 1931-01-26 | 5aef5d94287ee6604d2c032282dbe9bc | 1,371,959,767 | 31.957849 | -94.092427 | 0 |
6,577 | 2020-06-23 03:56:15 | 370,348,764,075,623 | fraud_Bins-Tillman | entertainment | 21.68 | Christopher | Gomez | M | 950 Dunn Squares | Tickfaw | LA | 70,466 | 30.5668 | -90.482 | 8,512 | Accountant, chartered public finance | 1951-09-03 | e4a96b088174c1d0114696ed592d3ccd | 1,371,959,775 | 30.003794 | -90.981758 | 0 |
6,578 | 2020-06-23 03:56:53 | 3,567,527,758,368,741 | fraud_Jast Ltd | shopping_net | 1,532.76 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 51e7ed1a888d550ed36a2e68c6ada2cd | 1,371,959,813 | 31.943343 | -101.755228 | 0 |
6,579 | 2020-06-23 03:57:55 | 630,469,040,731 | fraud_Rempel Inc | shopping_net | 8.98 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | d7deb1f85c59bee125cd21917c11e319 | 1,371,959,875 | 45.956839 | -122.018627 | 0 |
6,580 | 2020-06-23 03:58:41 | 213,173,753,804,333 | fraud_Greenfelder, Bartoletti and Davis | misc_net | 1.55 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | f96f4af637370a41cae5d2d5d11c914c | 1,371,959,921 | 41.749758 | -86.154689 | 0 |
6,581 | 2020-06-23 03:59:13 | 4,149,238,353,975,790 | fraud_Boyer PLC | shopping_net | 107.48 | Tanner | Carroll | M | 494 Burke Ports | Cokeburg | PA | 15,324 | 40.1008 | -80.0652 | 632 | Dealer | 1989-04-08 | fa2900e863c38883343476e8b76d0bfd | 1,371,959,953 | 39.842606 | -80.624082 | 0 |
6,582 | 2020-06-23 03:59:19 | 213,199,865,312,311 | fraud_Conroy-Cruickshank | gas_transport | 61.98 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | 4c03bfd21a41e27699f579a17a590ea8 | 1,371,959,959 | 34.499517 | -85.949636 | 0 |
6,583 | 2020-06-23 03:59:48 | 6,592,074,504,369,261 | fraud_Osinski, Ledner and Leuschke | grocery_pos | 191.93 | Amanda | Molina | F | 8425 Daniel Knolls Suite 288 | Philadelphia | PA | 19,154 | 40.0897 | -74.9781 | 1,526,206 | Commercial horticulturist | 1972-05-23 | 6979263be7a8796e0cac2437ca987a07 | 1,371,959,988 | 40.453023 | -74.41492 | 0 |
6,584 | 2020-06-23 03:59:53 | 3,542,162,746,848,552 | fraud_Deckow-O'Conner | grocery_pos | 104.69 | Bradley | Anderson | M | 3896 Gilmore Mill | Emmons | MN | 56,029 | 43.5089 | -93.4824 | 744 | Communications engineer | 1968-01-28 | d68574d5257afda82d87f02d6818fd48 | 1,371,959,993 | 43.906268 | -93.935538 | 0 |
6,585 | 2020-06-23 04:00:13 | 6,011,504,998,544,485 | fraud_Stroman, Hudson and Erdman | gas_transport | 51.35 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | cff691d29ba32f4d63b1b252e862af71 | 1,371,960,013 | 32.925366 | -87.74647 | 0 |
6,586 | 2020-06-23 04:00:23 | 4,302,475,216,404,898 | fraud_Barton Inc | grocery_pos | 102.53 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | 293fcf6c48aae97c63f9db1c7e3a78a9 | 1,371,960,023 | 42.779664 | -93.51749 | 0 |
6,587 | 2020-06-23 04:00:47 | 3,565,414,434,959,494 | fraud_Corwin-Collins | gas_transport | 66.45 | Ryan | Arnold | M | 2056 Michael Wells Apt. 348 | Prairie Creek | IN | 47,869 | 39.4336 | -87.4101 | 137 | Materials engineer | 1967-03-12 | b33a8acca613057053b579f1ee0549ed | 1,371,960,047 | 39.283898 | -86.612903 | 0 |
6,588 | 2020-06-23 04:01:13 | 30,135,235,368,675 | fraud_Vandervort-Funk | grocery_pos | 203.82 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | 94408f5f5778db7a2d4dd211a789f54b | 1,371,960,073 | 38.613495 | -94.417834 | 0 |
6,589 | 2020-06-23 04:01:51 | 36,485,887,555,770 | fraud_Schaefer, Maggio and Daugherty | gas_transport | 91.56 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | 1a3a31f9cdb8622f36eef78f43d1c066 | 1,371,960,111 | 40.607101 | -83.136242 | 0 |
6,590 | 2020-06-23 04:02:03 | 6,011,109,736,646,996 | fraud_Johnson, Runolfsdottir and Mayer | misc_net | 103.24 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | 775bbe89d2aa20f27e73c7cedce59730 | 1,371,960,123 | 34.865106 | -77.658612 | 0 |
6,591 | 2020-06-23 04:02:27 | 4,365,382,885,912,355 | fraud_Kihn, Abernathy and Douglas | shopping_net | 116.9 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | 8d0b952e3e429ea454278ce56aff8877 | 1,371,960,147 | 48.657599 | -93.388836 | 0 |
6,592 | 2020-06-23 04:02:33 | 377,113,842,678,100 | fraud_Casper, Hand and Zulauf | grocery_pos | 149.09 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 225d8649eeef9c10411f2eb2130a088e | 1,371,960,153 | 39.642638 | -76.292554 | 0 |
6,593 | 2020-06-23 04:03:02 | 30,491,348,102,802 | fraud_Kilback LLC | grocery_pos | 156.47 | Tommy | Dixon | M | 8829 Steele Station | Dresden | KS | 67,635 | 39.6094 | -100.4112 | 169 | Librarian, public | 1953-07-30 | 493ff77d9fd6fded0256d5975f094dce | 1,371,960,182 | 40.342588 | -100.662968 | 0 |
6,594 | 2020-06-23 04:03:02 | 30,266,994,494,236 | fraud_Schmitt Inc | gas_transport | 64.02 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | fe77652b14599e4376c02a7021fe0076 | 1,371,960,182 | 36.204616 | -78.241583 | 0 |
6,595 | 2020-06-23 04:03:24 | 4,745,996,322,265 | fraud_Rodriguez Group | gas_transport | 56.77 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | ad1a8cab272ac1ca8b2bec8d8314c3fa | 1,371,960,204 | 41.748706 | -86.052213 | 0 |
6,596 | 2020-06-23 04:03:33 | 4,586,260,469,584 | fraud_Beier-Hyatt | shopping_pos | 2.38 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | c59a21c54cba5f34f0e4e48aec0be447 | 1,371,960,213 | 40.992612 | -95.423074 | 0 |
6,597 | 2020-06-23 04:03:42 | 6,011,382,886,333,463 | fraud_Macejkovic-Lesch | shopping_pos | 7.57 | Martin | Duarte | M | 6251 Payne Flats Apt. 581 | Luzerne | MI | 48,636 | 44.6001 | -84.2931 | 864 | General practice doctor | 1942-05-04 | db17a11191247db38f9f13b27784e443 | 1,371,960,222 | 44.077906 | -85.214606 | 0 |
6,598 | 2020-06-23 04:03:45 | 377,026,671,291,680 | fraud_Cummings Group | grocery_net | 46.46 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | 34824f6f0749c717a5650dd8dcce0fdd | 1,371,960,225 | 36.991211 | -90.238349 | 0 |
6,599 | 2020-06-23 04:04:13 | 345,060,451,158,891 | fraud_Hermann and Sons | shopping_pos | 2.2 | Brian | Perez | M | 78652 Scott Ports | Ashfield | MA | 1,330 | 42.5232 | -72.811 | 1,506 | Production assistant, radio | 1960-04-03 | 3a546b669bf2cdea3c355b760124b814 | 1,371,960,253 | 43.27015 | -71.946422 | 0 |
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