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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,267,200 | 2020-06-10 08:15:56 | 4,457,732,997,086,323,700 | fraud_Predovic Inc | shopping_net | 103.91 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | 9603560d469fa32cae4c1d83100ef7c1 | 1,370,852,156 | 39.202511 | -120.438074 | 0 |
1,267,201 | 2020-06-10 08:17:10 | 4,777,065,439,639,721 | fraud_Dooley Inc | shopping_pos | 139.74 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | 112b204d7dc841b0e0d903978f4d6f5f | 1,370,852,230 | 40.522779 | -75.005824 | 0 |
1,267,202 | 2020-06-10 08:17:10 | 213,178,765,398,315 | fraud_Christiansen, Goyette and Schamberger | gas_transport | 77.32 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | cb60ef339e3217c1e5f395a3533db7aa | 1,370,852,230 | 42.657433 | -109.069904 | 0 |
1,267,203 | 2020-06-10 08:17:18 | 4,836,998,673,805,450 | fraud_Cole PLC | grocery_pos | 206.49 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 207de67d0960bcdd962b11d5829b49d6 | 1,370,852,238 | 46.663655 | -87.0959 | 0 |
1,267,204 | 2020-06-10 08:18:56 | 2,719,496,466,799,416 | fraud_Pacocha-O'Reilly | grocery_pos | 116.71 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | d62e7bcc1221eb578af031a154579b2e | 1,370,852,336 | 45.582636 | -104.148835 | 0 |
1,267,205 | 2020-06-10 08:19:50 | 3,514,897,282,719,543 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 80.24 | Steven | Faulkner | M | 841 Cheryl Centers Suite 115 | Farmington | NY | 14,425 | 42.958 | -77.3083 | 10,717 | Cytogeneticist | 1952-10-13 | 34ef5585c66b01679b2bd2e8cf3223e3 | 1,370,852,390 | 43.228284 | -77.479391 | 0 |
1,267,206 | 2020-06-10 08:21:07 | 2,252,055,259,910,912 | fraud_Kutch, Hermiston and Farrell | gas_transport | 71.76 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | 59e9e4d36ade8a3a8d69f0e5cabe0f06 | 1,370,852,467 | 44.946729 | -89.511603 | 0 |
1,267,207 | 2020-06-10 08:23:21 | 30,510,856,607,165 | fraud_Kling Inc | gas_transport | 74.23 | Frederick | Robinson | M | 1125 Ray Track | Livonia | MI | 48,154 | 42.3958 | -83.3772 | 96,942 | Horticultural consultant | 1965-04-01 | b4cc04b7e854a6dd97e324c77bb75bde | 1,370,852,601 | 43.093604 | -83.60312 | 0 |
1,267,208 | 2020-06-10 08:23:23 | 4,961,003,488,432,306 | fraud_Kuhn LLC | shopping_pos | 92 | Stacy | Walsh | F | 324 Donna Ridge Suite 651 | Cressona | PA | 17,929 | 40.6284 | -76.195 | 1,606 | Ecologist | 1966-05-10 | 9d02dfa4243dbb9768cf1c337cf42b23 | 1,370,852,603 | 41.294765 | -77.135382 | 0 |
1,267,209 | 2020-06-10 08:24:17 | 3,547,560,454,237,873 | fraud_Auer-Mosciski | grocery_pos | 125.16 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | b0dcd11778ced04347d60a13efedc1cd | 1,370,852,657 | 44.636771 | -86.079871 | 0 |
1,267,210 | 2020-06-10 08:25:33 | 30,360,260,465,747 | fraud_Reichert, Rowe and Mraz | shopping_net | 9.48 | Jennifer | Garcia | F | 28777 Stewart Plains Apt. 495 | Putnam | IL | 61,560 | 41.1949 | -89.4409 | 754 | Presenter, broadcasting | 1962-05-13 | f662b981d80113bab7165d40b742fcc8 | 1,370,852,733 | 40.491709 | -89.34486 | 0 |
1,267,211 | 2020-06-10 08:25:50 | 4,979,422,371,139,333 | fraud_Schumm, Bauch and Ondricka | grocery_pos | 146.29 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | d1dc61849c1e952d26518bfca6132db2 | 1,370,852,750 | 41.121447 | -99.476316 | 0 |
1,267,212 | 2020-06-10 08:27:50 | 4,277,232,699,798,846 | fraud_Huel-Langworth | misc_net | 103.1 | Jennifer | Vance | F | 13299 Patrick Terrace | Rhame | ND | 58,651 | 46.1664 | -103.7079 | 475 | Illustrator | 1955-11-10 | d15e6cb02dd0b48ad3d11bc832f3efad | 1,370,852,870 | 46.619343 | -103.994775 | 0 |
1,267,213 | 2020-06-10 08:27:51 | 571,365,235,126 | fraud_Jaskolski-Dibbert | grocery_net | 36.29 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | f49323e58d58ba0a1f3fe53f05cbbb36 | 1,370,852,871 | 45.120621 | -85.699316 | 0 |
1,267,214 | 2020-06-10 08:30:11 | 2,248,735,346,244,816 | fraud_Predovic Inc | shopping_net | 6.15 | Jacob | Weber | M | 29156 Mark Park Apt. 108 | Utica | KS | 67,584 | 38.6411 | -100.138 | 269 | Product/process development scientist | 1962-11-11 | 2f719668c6635dad3d89843d0bdbb00f | 1,370,853,011 | 38.881992 | -99.874343 | 0 |
1,267,215 | 2020-06-10 08:30:51 | 2,283,743,876,903,625 | fraud_Bartoletti-Wunsch | gas_transport | 59.99 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | ca90b70c59b31b92b36906a58226fb42 | 1,370,853,051 | 33.998082 | -83.439541 | 0 |
1,267,216 | 2020-06-10 08:31:55 | 4,769,426,683,924,059,000 | fraud_Auer-Mosciski | grocery_pos | 135.71 | Andrea | Cruz | F | 26572 Hodge Villages Suite 512 | Mifflin | PA | 17,058 | 40.5553 | -77.4001 | 1,909 | Mining engineer | 1954-08-22 | aca6f530a635b8492102a8ee82391f7a | 1,370,853,115 | 41.105893 | -78.275315 | 0 |
1,267,217 | 2020-06-10 08:32:29 | 6,011,329,966,782,895 | fraud_Maggio-Fahey | misc_pos | 1.12 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | 995627e133ce15e33341a6a4812b4340 | 1,370,853,149 | 35.608819 | -95.875973 | 0 |
1,267,218 | 2020-06-10 08:33:28 | 4,067,137,330,196,900 | fraud_Connelly, Reichert and Fritsch | gas_transport | 43.42 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | da5cb9b4bb3b490f14cb0e9d648e8f64 | 1,370,853,208 | 34.220693 | -88.138899 | 0 |
1,267,219 | 2020-06-10 08:35:27 | 630,423,337,322 | fraud_Wiegand-Lowe | grocery_net | 18.81 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 5e15a0b85209963e3eb2ae2881fdf656 | 1,370,853,327 | 48.72252 | -118.326756 | 0 |
1,267,220 | 2020-06-10 08:36:03 | 3,573,386,445,588,324 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 7.48 | Stephanie | Murphy | F | 526 Stacy Walks | Barnard | SD | 57,426 | 45.7205 | -98.5534 | 63 | Systems developer | 1969-10-30 | 534d74aad67d2298a419a9dd86e79505 | 1,370,853,363 | 45.519824 | -98.93932 | 0 |
1,267,221 | 2020-06-10 08:36:33 | 30,371,006,069,917 | fraud_Kerluke PLC | misc_net | 7.85 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 4b4c4954c62ea158b6f80f41e601f31a | 1,370,853,393 | 38.655304 | -89.464358 | 0 |
1,267,222 | 2020-06-10 08:36:44 | 3,517,527,805,128,735 | fraud_Huels-Nolan | gas_transport | 59.99 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | 58b7278b5ee8956bce48f8bb11a8abad | 1,370,853,404 | 41.938692 | -88.947762 | 0 |
1,267,223 | 2020-06-10 08:37:09 | 4,997,733,566,924,489 | fraud_DuBuque LLC | grocery_pos | 180.77 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 45708244375b8d17847701226f4d0a2b | 1,370,853,429 | 45.59043 | -93.213796 | 0 |
1,267,224 | 2020-06-10 08:39:08 | 571,465,035,400 | fraud_McDermott-Weimann | grocery_pos | 97.35 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | 173797d9a2c7954ee7ee7a855876ceba | 1,370,853,548 | 43.251976 | -107.900806 | 0 |
1,267,225 | 2020-06-10 08:39:09 | 213,174,467,670,432 | fraud_Moen, Reinger and Murphy | grocery_pos | 100.26 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | e4ec0745e4434a48ca84b41e6561a23c | 1,370,853,549 | 38.944449 | -76.802854 | 0 |
1,267,226 | 2020-06-10 08:40:28 | 213,154,573,301,411 | fraud_Haley Group | misc_pos | 36.24 | Christopher | Sheppard | M | 39218 Baker Shoals | Bristow | IN | 47,515 | 38.1981 | -86.6821 | 965 | Horticultural therapist | 1982-02-10 | b00f0a9d62db93894513755d9f5a3809 | 1,370,853,628 | 38.799192 | -86.346975 | 0 |
1,267,227 | 2020-06-10 08:42:00 | 4,783,226,709,001 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 3.38 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | 4d6fc9a4d7f1e428e38140462f4ecd58 | 1,370,853,720 | 38.489018 | -99.672596 | 0 |
1,267,228 | 2020-06-10 08:43:06 | 4,550,599,031,376,731 | fraud_Schulist Ltd | food_dining | 146.9 | Angela | West | F | 9471 Wong Islands | Mansfield | OH | 44,902 | 40.7559 | -82.5123 | 92,985 | Press photographer | 1968-05-29 | fd0217f58045a201ff076ff2910b9c19 | 1,370,853,786 | 40.703551 | -82.55002 | 0 |
1,267,229 | 2020-06-10 08:43:38 | 30,242,921,189,660 | fraud_Kuhic LLC | shopping_net | 6.03 | Dalton | Jones | M | 3304 Hernandez Run | Afton | MI | 49,705 | 45.3637 | -84.4695 | 937 | Technical brewer | 1958-04-06 | e4660026451a26d22a303785a368669d | 1,370,853,818 | 44.960744 | -85.188379 | 0 |
1,267,230 | 2020-06-10 08:43:39 | 30,501,624,614,310 | fraud_Cummings LLC | gas_transport | 83.2 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 457989b777b86bab4f9ca221de0a7c35 | 1,370,853,819 | 31.785331 | -81.404302 | 0 |
1,267,231 | 2020-06-10 08:44:05 | 676,281,772,837 | fraud_Volkman Ltd | misc_net | 4.15 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | 2cee955538971bd3eb83144c30105b89 | 1,370,853,845 | 31.642027 | -83.82356 | 0 |
1,267,232 | 2020-06-10 08:45:00 | 3,597,337,756,918,966 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 1.53 | Linda | Gonzalez | F | 17667 Price Spur Apt. 366 | Glen Rock | PA | 17,327 | 39.7813 | -76.7477 | 7,565 | Insurance claims handler | 1952-03-08 | e410bf1e0d1ccd092ba1df2e51a4d14d | 1,370,853,900 | 39.895096 | -77.66591 | 0 |
1,267,233 | 2020-06-10 08:46:05 | 4,335,531,783,520,911 | fraud_Bogisich Inc | grocery_pos | 45.95 | Amy | Daugherty | F | 852 Thomas Well Suite 339 | Owensville | MO | 65,066 | 38.3511 | -91.4867 | 6,703 | Naval architect | 1998-05-20 | 89a8dbfbd04a3d906fcc97e50d457266 | 1,370,853,965 | 38.779294 | -91.771141 | 0 |
1,267,234 | 2020-06-10 08:47:41 | 630,484,879,808 | fraud_O'Keefe-Hudson | grocery_pos | 82.22 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | 067a88724a9ca971dcc57b24965a0f68 | 1,370,854,061 | 36.186666 | -120.328344 | 0 |
1,267,235 | 2020-06-10 08:48:03 | 371,284,424,780,634 | fraud_Kemmer-Buckridge | misc_pos | 1.04 | Jeremy | Moore | M | 574 Patricia Extensions | Lubbock | TX | 79,413 | 33.5466 | -101.8871 | 254,282 | Doctor, general practice | 1952-01-29 | 90e51bdbd79b69ee9476d1e4e0dcb058 | 1,370,854,083 | 34.426104 | -101.105299 | 0 |
1,267,236 | 2020-06-10 08:49:19 | 630,469,040,731 | fraud_Stroman, Hudson and Erdman | gas_transport | 55.65 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | 673e92f8c515761ef74d5f6aaa18e50e | 1,370,854,159 | 46.126475 | -121.565796 | 0 |
1,267,237 | 2020-06-10 08:49:35 | 4,301,028,321,766,222,300 | fraud_Jast Ltd | shopping_net | 100.63 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | 958246e56fb441d827f6568c2b18f2e8 | 1,370,854,175 | 41.061463 | -80.541769 | 0 |
1,267,238 | 2020-06-10 08:50:55 | 36,913,587,729,122 | fraud_Padberg-Welch | grocery_pos | 182.49 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | 2c3c76263efb91a820f791e679b1f36a | 1,370,854,255 | 44.41483 | -117.132676 | 0 |
1,267,239 | 2020-06-10 08:52:39 | 180,065,479,077,096 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 71.44 | Krystal | Gamble | F | 47152 Clayton Burg | Manchester | MD | 21,102 | 39.6747 | -76.8941 | 11,751 | Clinical research associate | 1964-02-15 | 122e39badd2bbb653675f2aab9ab65bb | 1,370,854,359 | 39.71126 | -76.256765 | 0 |
1,267,240 | 2020-06-10 08:53:07 | 3,565,196,229,855,512 | fraud_Lesch Ltd | shopping_pos | 2.83 | Adriana | Harvey | F | 715 Joy Prairie | Unionville | MO | 63,565 | 40.4815 | -92.9951 | 3,805 | Investment banker, corporate | 1950-09-15 | c6aee6fdca3165107fca2173e2bfbef3 | 1,370,854,387 | 41.268649 | -93.550855 | 0 |
1,267,241 | 2020-06-10 08:53:19 | 30,230,540,139,182 | fraud_Strosin-Cruickshank | grocery_pos | 110.14 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | 122bbdf146eff5e088c3f77fc635cc04 | 1,370,854,399 | 40.670675 | -76.52017 | 0 |
1,267,242 | 2020-06-10 08:53:30 | 2,235,335,206,132,667 | fraud_Flatley Group | misc_pos | 1.15 | Maria | Rosales | F | 6611 Parrish Garden Apt. 428 | Waynesfield | OH | 45,896 | 40.6072 | -83.9585 | 2,089 | Building control surveyor | 1963-06-22 | 56a7e5f3525eb3fc22294d2b17a45215 | 1,370,854,410 | 40.700035 | -83.875066 | 0 |
1,267,243 | 2020-06-10 08:53:34 | 6,524,376,634,971,418 | fraud_Kutch LLC | gas_transport | 48.3 | Jasmine | Foster | F | 954 White Alley Apt. 251 | Phil Campbell | AL | 35,581 | 34.347 | -87.7154 | 5,778 | Engineer, aeronautical | 1952-12-05 | db17b015f1231c8385955f0d3733b237 | 1,370,854,414 | 34.986851 | -86.730999 | 0 |
1,267,244 | 2020-06-10 08:55:26 | 3,563,837,241,599,446 | fraud_Flatley-Durgan | misc_net | 17.35 | Timothy | Simmons | M | 1049 John Ports Suite 057 | Newberg | OR | 97,132 | 45.3099 | -122.9685 | 28,278 | Research scientist (physical sciences) | 1977-07-17 | 4dda29edec8ae233be10e4ac8fcc4ba7 | 1,370,854,526 | 45.654767 | -122.020647 | 0 |
1,267,245 | 2020-06-10 08:57:54 | 3,561,963,695,236,764 | fraud_Fisher Inc | shopping_net | 83.57 | Michael | Lee | M | 7915 Dawn Roads Apt. 544 | Shelter Island | NY | 11,964 | 41.064 | -72.3366 | 1,858 | Clinical biochemist | 1984-03-03 | 993f1fdef91c5cc7a6caa497c0e019a2 | 1,370,854,674 | 40.135457 | -72.498073 | 0 |
1,267,246 | 2020-06-10 08:58:01 | 180,046,617,132,290 | fraud_Smitham-Boehm | grocery_net | 51.77 | Erika | Mason | F | 083 Karen Island Apt. 656 | Goreville | IL | 62,939 | 37.575 | -88.9655 | 3,119 | Teacher, secondary school | 1942-04-17 | 7dcccd729cdf0ea14e1b18356cfa8d81 | 1,370,854,681 | 37.127467 | -88.685078 | 0 |
1,267,247 | 2020-06-10 08:58:54 | 2,266,735,643,685,262 | fraud_Bogisich Inc | grocery_pos | 34.18 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 1cccd6c86eeb518adab5a2b61cad335d | 1,370,854,734 | 35.231204 | -87.182219 | 0 |
1,267,248 | 2020-06-10 09:01:03 | 630,451,534,402 | fraud_Kutch LLC | gas_transport | 113.53 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | be1e562962dc480adb5b984d226ec15e | 1,370,854,863 | 47.167969 | -86.453024 | 0 |
1,267,249 | 2020-06-10 09:01:35 | 5,540,636,818,935,089 | fraud_Murray-Smitham | grocery_pos | 62.67 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 515e28a58ad5f88ea6947482f82e788d | 1,370,854,895 | 43.088853 | -71.931578 | 0 |
1,267,250 | 2020-06-10 09:01:48 | 573,860,193,545 | fraud_Durgan-Auer | misc_net | 4.48 | Cristian | Jones | M | 0423 Kirby Field Suite 623 | Wilmette | IL | 60,091 | 42.0765 | -87.7246 | 27,020 | Trade mark attorney | 1986-07-23 | b07d1cdc7bd610e544d4465ce36c0d22 | 1,370,854,908 | 41.457423 | -87.790889 | 0 |
1,267,251 | 2020-06-10 09:02:21 | 676,372,984,911 | fraud_Schamberger-O'Keefe | grocery_pos | 66.18 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 20423f2964a7a663c1c62f498001e23c | 1,370,854,941 | 40.056707 | -97.593096 | 0 |
1,267,252 | 2020-06-10 09:02:22 | 3,559,723,917,628,303 | fraud_Herzog Ltd | misc_pos | 27.83 | Matthew | Huerta | M | 622 Williams Trafficway | Ringwood | IL | 60,072 | 42.4048 | -88.3054 | 928 | Outdoor activities/education manager | 1985-05-13 | 558400a7f154b6657071f9e06c66e227 | 1,370,854,942 | 43.272852 | -88.369577 | 0 |
1,267,253 | 2020-06-10 09:03:10 | 676,148,621,961 | fraud_Lemke-Gutmann | shopping_net | 4.82 | Jennifer | Vega | F | 91644 Crystal Drives | Eagarville | IL | 62,023 | 39.1118 | -89.7855 | 91 | Materials engineer | 1962-11-18 | fa67766f290ca3a16b7c542b0aa50890 | 1,370,854,990 | 38.287106 | -89.087316 | 0 |
1,267,254 | 2020-06-10 09:03:40 | 4,922,710,831,011,201 | fraud_Mraz-Herzog | gas_transport | 51.72 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 6d7a9d47fb62fc3d7d85f699e4071932 | 1,370,855,020 | 40.780855 | -78.965065 | 0 |
1,267,255 | 2020-06-10 09:09:45 | 3,536,918,668,124,647 | fraud_Barrows PLC | shopping_pos | 4.34 | Michelle | Juarez | F | 44864 Melton Vista Suite 310 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Science writer | 1955-06-12 | 327b2af710b5ea4bdd5e92ec23934fd8 | 1,370,855,385 | 38.010959 | -121.53308 | 0 |
1,267,256 | 2020-06-10 09:10:24 | 4,861,310,130,652,567,000 | fraud_Miller-Hauck | grocery_pos | 208.78 | Ashley | Cruz | F | 65417 Walsh Radial Suite 691 | Saint Amant | LA | 70,774 | 30.2385 | -90.8435 | 10,076 | Surveyor, rural practice | 1977-12-16 | 93dafac6674f7dc8946eaabcf60b753f | 1,370,855,424 | 29.486828 | -90.107746 | 0 |
1,267,257 | 2020-06-10 09:10:43 | 3,512,365,128,314,616 | fraud_Hudson-Ratke | grocery_pos | 79.65 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 58167bbe90fcb1511bcd6fdad5cd9eb1 | 1,370,855,443 | 38.520193 | -90.370568 | 0 |
1,267,258 | 2020-06-10 09:11:02 | 4,225,990,116,481,262,600 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 4.02 | Brian | Simpson | M | 2711 Duran Pines | Honokaa | HI | 96,727 | 20.0827 | -155.488 | 4,878 | Physiotherapist | 1966-12-03 | dbfb3291c828d65974a217979eb03aec | 1,370,855,462 | 20.951929 | -154.592163 | 0 |
1,267,259 | 2020-06-10 09:11:58 | 4,365,382,885,912,355 | fraud_Huels-Nolan | gas_transport | 76.06 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | 973c0b72612e7949fba4ab777c899e78 | 1,370,855,518 | 47.875873 | -92.73012 | 0 |
1,267,260 | 2020-06-10 09:12:22 | 2,280,870,154,157,385 | fraud_Greenholt, O'Hara and Balistreri | shopping_net | 25.55 | Katherine | Cooper | F | 3854 Lauren Springs Suite 648 | Oakford | IL | 62,673 | 40.0994 | -89.9601 | 530 | Transport planner | 1967-09-23 | dae4f310423c94f5540eb5dca3b80089 | 1,370,855,542 | 40.023381 | -89.630574 | 0 |
1,267,261 | 2020-06-10 09:13:46 | 6,011,860,238,257,910 | fraud_Olson, Becker and Koch | gas_transport | 68.33 | Lisa | Mendez | F | 44259 Beth Station Suite 215 | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Programme researcher, broadcasting/film/video | 1952-07-06 | 6258a7cb398a2d1beb1dff1dd24de36c | 1,370,855,626 | 35.949403 | -98.223379 | 0 |
1,267,262 | 2020-06-10 09:15:32 | 3,589,255,887,819,806 | fraud_Mraz-Herzog | gas_transport | 103.52 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 9505323b93c0a80fed51cc1880ac7c63 | 1,370,855,732 | 40.118094 | -78.406142 | 0 |
1,267,263 | 2020-06-10 09:16:01 | 30,238,755,902,988 | fraud_Schaefer, McGlynn and Bosco | gas_transport | 42 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | d13d2d0f32a418cd2382310504dd95ed | 1,370,855,761 | 30.52117 | -97.998128 | 0 |
1,267,264 | 2020-06-10 09:16:48 | 6,011,231,546,538,393 | fraud_Erdman-Kertzmann | gas_transport | 82.98 | Johnny | Bennett | M | 321 Camacho Causeway | Boonton | NJ | 7,005 | 40.9115 | -74.414 | 15,269 | Psychologist, sport and exercise | 1993-07-05 | 7bd1a66b805bda94d6d899ab14465b3f | 1,370,855,808 | 40.54657 | -73.797772 | 0 |
1,267,265 | 2020-06-10 09:17:02 | 4,613,314,721,966 | fraud_Cremin, Hamill and Reichel | misc_pos | 42.82 | Jason | Murphy | M | 542 Steve Curve Suite 011 | Collettsville | NC | 28,611 | 35.9946 | -81.7266 | 885 | Soil scientist | 1988-09-15 | c14e07872a8d46590a0b901f34dc7c89 | 1,370,855,822 | 35.892969 | -81.068092 | 0 |
1,267,266 | 2020-06-10 09:17:21 | 4,048,508,450,704,760 | fraud_Streich, Hansen and Veum | gas_transport | 53.15 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 3048861df445ee1265e39dd7a9ce04f8 | 1,370,855,841 | 41.637549 | -98.278512 | 0 |
1,267,267 | 2020-06-10 09:17:32 | 4,260,059,589,824,237 | fraud_Connelly, Reichert and Fritsch | gas_transport | 66.53 | Aaron | Rogers | M | 969 Huerta Path Apt. 270 | Valentine | NE | 69,201 | 42.8062 | -100.6215 | 4,005 | Network engineer | 1945-03-15 | 6eae3f1a9bf55874e42ebfba15901925 | 1,370,855,852 | 43.657671 | -100.796848 | 0 |
1,267,268 | 2020-06-10 09:18:20 | 4,957,924,165,498 | fraud_Huels-Nolan | gas_transport | 58.68 | Alan | Parsons | M | 0547 Russell Ford Suite 574 | Kirk | CO | 80,824 | 39.6171 | -102.4776 | 207 | Network engineer | 1955-12-04 | c41e011f12b5bc428d60b2fb31f9c84f | 1,370,855,900 | 39.182842 | -103.447306 | 0 |
1,267,269 | 2020-06-10 09:18:59 | 630,423,337,322 | fraud_Hackett-Lueilwitz | grocery_pos | 103.35 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | f5e5856feb4bd66861903a0ded455d44 | 1,370,855,939 | 48.595069 | -117.22206 | 0 |
1,267,270 | 2020-06-10 09:19:07 | 4,809,701,904,914 | fraud_Rowe-Vandervort | grocery_net | 33.23 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 8df75ae66edb082ee819c9617241a32a | 1,370,855,947 | 31.900109 | -85.49769 | 0 |
1,267,271 | 2020-06-10 09:20:19 | 3,598,304,579,370,089 | fraud_Marks Inc | gas_transport | 95.36 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | 88cf374285090a950284f6d3a36cb76b | 1,370,856,019 | 37.012734 | -97.939626 | 0 |
1,267,272 | 2020-06-10 09:21:12 | 3,559,723,917,628,303 | fraud_Monahan, Bogisich and Ledner | misc_pos | 34.39 | Matthew | Huerta | M | 622 Williams Trafficway | Ringwood | IL | 60,072 | 42.4048 | -88.3054 | 928 | Outdoor activities/education manager | 1985-05-13 | c80395b6c65b296137d485915d45c963 | 1,370,856,072 | 41.798538 | -87.354146 | 0 |
1,267,273 | 2020-06-10 09:21:13 | 4,933,461,930,348,832 | fraud_Torp-Labadie | gas_transport | 63.69 | Richard | Carter | M | 5097 Martin Ridges | Minneapolis | MN | 55,403 | 44.9673 | -93.2828 | 1,022,298 | Chemical engineer | 1976-09-29 | d2879f989dde2f57e12693a1abb90b3c | 1,370,856,073 | 45.133572 | -93.769846 | 0 |
1,267,274 | 2020-06-10 09:22:17 | 4,488,258,847,705,225,700 | fraud_Kris-Padberg | shopping_pos | 8.97 | Jessica | Shaw | F | 5745 Blair Locks | West Columbia | SC | 29,170 | 33.9568 | -81.1405 | 52,126 | Chemical engineer | 1929-08-23 | e749da9fa7484d119430645c43ab9638 | 1,370,856,137 | 33.906108 | -80.791752 | 0 |
1,267,275 | 2020-06-10 09:22:20 | 213,113,028,819,344 | fraud_Conroy Ltd | shopping_pos | 6.18 | Melanie | Jimenez | F | 77944 Daniels Valley Suite 921 | Camden | NY | 13,316 | 43.3392 | -75.7543 | 6,460 | Building control surveyor | 1959-09-27 | 73bb1c07cfc7cf1e080586af3c4b119c | 1,370,856,140 | 43.866869 | -76.28239 | 0 |
1,267,276 | 2020-06-10 09:23:17 | 676,248,282,243 | fraud_Halvorson Group | misc_pos | 1.11 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | 9ac83f150df8df3cdf1aabbe845c7d6a | 1,370,856,197 | 26.708358 | -82.420451 | 0 |
1,267,277 | 2020-06-10 09:24:23 | 4,079,773,899,158 | fraud_Robel, Cummerata and Prosacco | gas_transport | 37.81 | Eric | Preston | M | 7020 Doyle Stream Apt. 951 | Mesa | ID | 83,643 | 44.6255 | -116.4493 | 129 | Cartographer | 1965-12-15 | 1a622df74ea18adb175a12c1a5369827 | 1,370,856,263 | 45.436079 | -117.179145 | 0 |
1,267,278 | 2020-06-10 09:25:18 | 375,904,527,651,269 | fraud_Reichert, Shanahan and Hayes | shopping_net | 7.33 | Ryan | Cook | M | 75952 Wilson Course | Roseland | NE | 68,973 | 40.4591 | -98.5551 | 463 | Nurse, mental health | 1948-05-31 | 8c6b5756c68bcaf587f53489eec3815c | 1,370,856,318 | 41.264536 | -98.372503 | 0 |
1,267,279 | 2020-06-10 09:26:14 | 6,011,679,934,075,347 | fraud_Pacocha-O'Reilly | grocery_pos | 89.35 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | c9b23c1655ee7215cf4e059d8a15933c | 1,370,856,374 | 41.354497 | -106.236524 | 0 |
1,267,280 | 2020-06-10 09:26:39 | 3,552,581,383,553,463 | fraud_Huel Ltd | misc_net | 5.43 | Jonathan | Castro | M | 200 Christie Mills Apt. 307 | Andrews | NC | 28,901 | 35.1959 | -83.8228 | 5,354 | Retail buyer | 1965-04-13 | 225fa46bfd57bcccab1e832c5638c122 | 1,370,856,399 | 36.082294 | -83.7851 | 0 |
1,267,281 | 2020-06-10 09:27:50 | 4,092,452,671,396,169,700 | fraud_Bernier, Volkman and Hoeger | misc_net | 1.22 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | 4bb9b0d0517670a9ec32ec8b6d40500a | 1,370,856,470 | 35.196636 | -77.678867 | 0 |
1,267,282 | 2020-06-10 09:29:15 | 6,011,948,324,228,984 | fraud_Koss and Sons | gas_transport | 73.12 | Mckenzie | Brooks | F | 3872 Matthew Skyway | Paris | MS | 38,949 | 34.1992 | -89.382 | 297 | Administrator, local government | 1961-12-14 | d59cce575d1de66e6290f8153b018734 | 1,370,856,555 | 33.693841 | -89.598681 | 0 |
1,267,283 | 2020-06-10 09:29:23 | 501,899,453,424 | fraud_Heathcote LLC | shopping_net | 270.21 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 13c008f5f4f0ea57e738720015e90438 | 1,370,856,563 | 34.808424 | -86.703247 | 0 |
1,267,284 | 2020-06-10 09:29:27 | 6,544,734,391,390,261 | fraud_Schaefer, Maggio and Daugherty | gas_transport | 64.26 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 43635a42294631361e94bf51f7893375 | 1,370,856,567 | 41.983353 | -87.600535 | 0 |
1,267,285 | 2020-06-10 09:30:43 | 2,706,977,570,537,524 | fraud_Kling Inc | gas_transport | 64.93 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 292fd021e1acfee8053d7e03297f1013 | 1,370,856,643 | 39.346363 | -82.612999 | 0 |
1,267,286 | 2020-06-10 09:32:25 | 676,281,772,837 | fraud_Kris-Padberg | shopping_pos | 3.5 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | 3b3de566d909dd6c0ffa505697ccc464 | 1,370,856,745 | 30.267751 | -84.674008 | 0 |
1,267,287 | 2020-06-10 09:33:28 | 4,147,608,975,828,480 | fraud_Wisozk and Sons | misc_pos | 333.62 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | be8cf8f021ebac57c41035e9603ccaee | 1,370,856,808 | 45.081006 | -95.467053 | 0 |
1,267,288 | 2020-06-10 09:35:28 | 36,078,114,201,167 | fraud_Morissette PLC | shopping_pos | 1.96 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 333cb9633cde25e87e60f58a3c81b516 | 1,370,856,928 | 36.451715 | -82.618433 | 0 |
1,267,289 | 2020-06-10 09:36:29 | 676,369,110,710 | fraud_Rowe, Batz and Goodwin | grocery_pos | 79.15 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | a035c185f57339d510b3123dc85fbab0 | 1,370,856,989 | 41.526935 | -82.85042 | 0 |
1,267,290 | 2020-06-10 09:37:40 | 30,560,609,640,617 | fraud_Hayes, Marquardt and Dibbert | misc_net | 77.13 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | 6d9687fb2ee88dcede48bf7f86ae15d3 | 1,370,857,060 | 40.478229 | -91.390673 | 0 |
1,267,291 | 2020-06-10 09:38:27 | 5,130,484,058,948,421 | fraud_Dooley-Thompson | misc_net | 121.52 | Ronald | White | M | 25713 Hamilton Grove Apt. 903 | Beaverdam | OH | 45,808 | 40.8314 | -83.9758 | 349 | Museum/gallery conservator | 1978-12-25 | f11ded3ac555e117b519881a4f5b6be7 | 1,370,857,107 | 40.494764 | -83.182969 | 0 |
1,267,292 | 2020-06-10 09:39:40 | 3,514,897,282,719,543 | fraud_Kling Inc | gas_transport | 71.75 | Steven | Faulkner | M | 841 Cheryl Centers Suite 115 | Farmington | NY | 14,425 | 42.958 | -77.3083 | 10,717 | Cytogeneticist | 1952-10-13 | cfab17c85861bb178797dcf846ab6bf1 | 1,370,857,180 | 43.49467 | -76.716198 | 0 |
1,267,293 | 2020-06-10 09:42:03 | 3,566,094,707,272,327 | fraud_Boehm, Block and Jakubowski | misc_pos | 4.86 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | aae0ba068b47dfe6e661be8eba16e807 | 1,370,857,323 | 34.605647 | -119.198235 | 0 |
1,267,294 | 2020-06-10 09:45:18 | 371,226,440,126,102 | fraud_Kuhic Inc | grocery_pos | 89.44 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 5dd54ec7af96f7990ac6da9535c8e527 | 1,370,857,518 | 38.426501 | -88.327836 | 0 |
1,267,295 | 2020-06-10 09:47:04 | 3,513,506,355,699,497 | fraud_McGlynn-Heathcote | misc_net | 6.94 | Sarah | Adams | F | 5654 Peterson Land | Ridgeland | MS | 39,157 | 32.4122 | -90.1207 | 24,645 | Scientist, clinical (histocompatibility and immunogenetics) | 1966-05-29 | fe30ed2b392ae30587ca377e48f6fa7f | 1,370,857,624 | 32.090292 | -89.289201 | 0 |
1,267,296 | 2020-06-10 09:47:07 | 3,565,196,229,855,512 | fraud_Stoltenberg-Beatty | shopping_pos | 1.48 | Adriana | Harvey | F | 715 Joy Prairie | Unionville | MO | 63,565 | 40.4815 | -92.9951 | 3,805 | Investment banker, corporate | 1950-09-15 | aea4bdc65d4c1644774e172a0481d25f | 1,370,857,627 | 41.397578 | -92.178784 | 0 |
1,267,297 | 2020-06-10 09:47:50 | 30,026,790,933,302 | fraud_Gottlieb, Considine and Schultz | shopping_net | 89.14 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | 420c9b7f256dcccee74c768df41697c2 | 1,370,857,670 | 32.257644 | -91.646085 | 0 |
1,267,298 | 2020-06-10 09:47:57 | 376,445,266,762,684 | fraud_Friesen-Stamm | gas_transport | 40.97 | Rachel | Lowe | F | 372 Jeffrey Course | Sutherland | NE | 69,165 | 41.1558 | -101.136 | 1,789 | Insurance broker | 1982-02-11 | 7df4c9716ae147520b5f1f2d710225b1 | 1,370,857,677 | 40.312837 | -101.967515 | 0 |
1,267,299 | 2020-06-10 09:48:26 | 3,577,663,406,369,449 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 10.84 | Cody | Hooper | M | 7233 John Parks | Lepanto | AR | 72,354 | 35.6069 | -90.3359 | 2,470 | Counselling psychologist | 1968-10-06 | ec5e5ecdede09b6aec7a36cf61d82f87 | 1,370,857,706 | 35.031602 | -90.558454 | 0 |
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