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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2,300 | 2020-06-22 02:14:15 | 6,540,981,358,631,302 | fraud_Parisian and Sons | gas_transport | 73.1 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | 7b256e6b4edade4ba07fb60bc14f860c | 1,371,867,255 | 43.22865 | -83.273683 | 0 |
2,301 | 2020-06-22 02:14:40 | 4,981,132,848,794 | fraud_Durgan-Auer | misc_net | 14.13 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | b3f81f9ed2167159f79d6324707ea064 | 1,371,867,280 | 40.24598 | -80.477684 | 0 |
2,302 | 2020-06-22 02:15:36 | 4,424,338,559,877,976 | fraud_Emard Inc | gas_transport | 74.97 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | 3735377eccdca8720673fe506f3016f2 | 1,371,867,336 | 41.675285 | -83.987876 | 0 |
2,303 | 2020-06-22 02:16:14 | 30,235,438,713,303 | fraud_Kutch LLC | gas_transport | 92.12 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | b2394e10cf51174d25496cb349d2f5a9 | 1,371,867,374 | 38.223764 | -82.496397 | 0 |
2,304 | 2020-06-22 02:16:25 | 341,546,199,006,537 | fraud_Kutch LLC | gas_transport | 95.03 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 0393a5a4221837364caabb36454c5fb3 | 1,371,867,385 | 65.140345 | -166.146884 | 0 |
2,305 | 2020-06-22 02:16:44 | 344,709,867,813,900 | fraud_Dooley-Thompson | misc_net | 2.71 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 153397442f95e64c6f6950adc7a72b4e | 1,371,867,404 | 27.449605 | -81.91085 | 0 |
2,306 | 2020-06-22 02:17:44 | 4,670,613,943,676,271 | fraud_Terry-Huel | shopping_net | 4.39 | Bianca | Novak | F | 0953 David Skyway | Cuthbert | GA | 39,840 | 31.7706 | -84.7936 | 5,726 | Fitness centre manager | 1947-08-14 | 393f0b31bbb088f4d7ad2399f5ed126a | 1,371,867,464 | 32.40494 | -85.737246 | 0 |
2,307 | 2020-06-22 02:17:58 | 6,535,328,428,560,433 | fraud_Harber Inc | gas_transport | 54.02 | Michelle | Beck | F | 2887 Olson Road Suite 439 | Minneapolis | MN | 55,428 | 45.0632 | -93.3811 | 1,022,298 | Analytical chemist | 1967-10-28 | 1b1bdb6bf31570ba7da4cc0bbbf5de9f | 1,371,867,478 | 45.475814 | -92.387298 | 0 |
2,308 | 2020-06-22 02:18:38 | 30,344,654,314,976 | fraud_Casper, Hand and Zulauf | grocery_pos | 139.99 | 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 | 6261a28dd19e3dda1805c157f614a4e7 | 1,371,867,518 | 40.035738 | -120.239579 | 0 |
2,309 | 2020-06-22 02:18:46 | 180,056,173,248,083 | fraud_Mosciski, Gislason and Mertz | grocery_pos | 69.41 | Larry | Warner | M | 145 Jeffrey Key Suite 668 | Lakeview | MI | 48,850 | 43.4269 | -85.2924 | 4,474 | Emergency planning/management officer | 1976-01-15 | 0edd65ddc126d96aba1ea35f992a6cde | 1,371,867,526 | 43.175193 | -84.674588 | 0 |
2,310 | 2020-06-22 02:20:02 | 213,193,596,103,206 | fraud_Huel, Hammes and Witting | grocery_pos | 115.43 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 78dc4ea7c2a1231ed29e58bff4cd798e | 1,371,867,602 | 46.574875 | -84.194572 | 0 |
2,311 | 2020-06-22 02:20:36 | 4,449,530,933,957,323 | fraud_Cummerata-Jones | gas_transport | 76.14 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | 01ecb8879912038788856ff1aac163bf | 1,371,867,636 | 39.19736 | -123.092661 | 0 |
2,312 | 2020-06-22 02:21:59 | 345,933,964,507,467 | fraud_Hayes, Marquardt and Dibbert | misc_net | 8.43 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 2a881e50b5a1ce20063454d80b1e595c | 1,371,867,719 | 38.42579 | -74.808462 | 0 |
2,313 | 2020-06-22 02:22:01 | 343,668,971,234,893 | fraud_Fisher-Schowalter | shopping_net | 11.09 | Sally | Moore | F | 835 Reese Views Suite 884 | Hopkins | SC | 29,061 | 33.9349 | -80.8449 | 13,717 | Chiropodist | 1949-11-16 | 780f2b390cdeb4305478232608b77a07 | 1,371,867,721 | 34.909589 | -81.369639 | 0 |
2,314 | 2020-06-22 02:22:20 | 3,592,325,941,359,225 | fraud_Fisher-Schowalter | shopping_net | 67.9 | Ashley | Robinson | F | 1007 Colton Forks | Hopewell | VA | 23,860 | 37.2876 | -77.295 | 31,970 | Purchasing manager | 1935-08-15 | 01021147a224fbc0d92227a51ff8a6eb | 1,371,867,740 | 36.29068 | -77.863924 | 0 |
2,315 | 2020-06-22 02:22:25 | 4,939,976,756,738,216 | fraud_Schumm, Bauch and Ondricka | grocery_pos | 197.35 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 9bb8215e0117eb8aee5d021043f97b0a | 1,371,867,745 | 26.01917 | -99.458219 | 0 |
2,316 | 2020-06-22 02:22:34 | 213,148,039,875,802 | fraud_McGlynn-Jaskolski | misc_pos | 238.46 | Jill | Jacobs | F | 034 Kimberly Mountains | Brandon | FL | 33,510 | 27.9551 | -82.2966 | 79,613 | Environmental consultant | 1978-11-30 | e5fcf3c1f2bc221796c193d78a29ec89 | 1,371,867,754 | 27.820353 | -81.805061 | 0 |
2,317 | 2020-06-22 02:22:38 | 4,070,511,711,385,545 | fraud_Moore, Dibbert and Koepp | misc_net | 2.16 | Stephanie | Hopkins | F | 44089 Carrie Crossing Suite 954 | Falls City | TX | 78,113 | 28.9814 | -98.0156 | 2,435 | Engineer, mining | 1967-04-09 | 44ef398f70ce0fad75916e4c9af0f9b0 | 1,371,867,758 | 28.111718 | -97.01955 | 0 |
2,318 | 2020-06-22 02:22:58 | 573,283,817,795 | fraud_Denesik and Sons | shopping_pos | 5.91 | Amy | Flynn | F | 46095 Tara Fords | Jaffrey | NH | 3,452 | 42.8178 | -72.0275 | 5,457 | Surveyor, hydrographic | 1950-04-17 | 982b0baa654e7fc8665d697a97f5e1ca | 1,371,867,778 | 43.56996 | -72.537626 | 0 |
2,319 | 2020-06-22 02:23:11 | 372,509,258,176,510 | fraud_Mosciski, Gislason and Mertz | grocery_pos | 164.43 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 25976d29ee7f454646a403d845e596ac | 1,371,867,791 | 42.238655 | -83.262194 | 0 |
2,320 | 2020-06-22 02:23:59 | 4,727,244,663,135,968 | fraud_Pacocha-Bauch | shopping_pos | 21.22 | Mary | Lewis | F | 118 Justin Extension | Bay Minette | AL | 36,507 | 30.8635 | -87.7644 | 19,090 | Science writer | 1929-05-30 | 67bc8e5c3e2a9daf3408c12d97d58c1d | 1,371,867,839 | 30.135837 | -87.298909 | 0 |
2,321 | 2020-06-22 02:24:55 | 213,156,747,557,083 | fraud_Prohaska-Murray | gas_transport | 58.91 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 6640a2c6549f562eaeb34dbdc5f701bc | 1,371,867,895 | 33.232372 | -117.534452 | 0 |
2,322 | 2020-06-22 02:25:42 | 3,517,814,635,263,522 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 9.23 | William | Cannon | M | 43809 Kenneth Circles Suite 152 | Union | WV | 24,983 | 37.5802 | -80.5248 | 2,443 | Chartered public finance accountant | 1941-10-16 | 6d35ecb652672c0ffdb685dbd544f01c | 1,371,867,942 | 36.815316 | -80.28775 | 0 |
2,323 | 2020-06-22 02:26:21 | 4,464,457,352,619 | fraud_Ferry, Reichel and DuBuque | grocery_net | 84.4 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | c48c2b5885025d14e1be48b4bede5dfa | 1,371,867,981 | 29.955786 | -84.808246 | 0 |
2,324 | 2020-06-22 02:26:32 | 2,235,613,922,823,698 | fraud_Strosin-Cruickshank | grocery_pos | 112.97 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | d403bca8e292cc9438ccf39f56c56c0f | 1,371,867,992 | 42.083087 | -103.841246 | 0 |
2,325 | 2020-06-22 02:27:14 | 4,998,109,455,173,950 | fraud_Miller-Harris | misc_net | 32.13 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 9d73b7be8774586b8b56dcfe37e2c326 | 1,371,868,034 | 39.702874 | -94.185165 | 0 |
2,326 | 2020-06-22 02:27:18 | 4,488,258,847,705,225,700 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 222.15 | Jessica | Shaw | F | 5745 Blair Locks | West Columbia | SC | 29,170 | 33.9568 | -81.1405 | 52,126 | Chemical engineer | 1929-08-23 | 4bf2e36f485a80c20060811d85afc92e | 1,371,868,038 | 34.748519 | -80.98802 | 0 |
2,327 | 2020-06-22 02:28:16 | 630,441,765,090 | fraud_Flatley-Durgan | misc_net | 1.22 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | 891ccd0e08d6c12d3a71f28e671cf054 | 1,371,868,096 | 32.76126 | -98.035894 | 0 |
2,328 | 2020-06-22 02:28:22 | 6,592,861,994,408,652 | fraud_Kuhic Inc | grocery_pos | 102.57 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | d87873ce51ee8ddd29258e2074933f3a | 1,371,868,102 | 43.627102 | -77.47435 | 0 |
2,329 | 2020-06-22 02:28:35 | 213,112,402,583,773 | fraud_Strosin-Cruickshank | grocery_pos | 130.44 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | c5f00361f66f8cee1f10e8643e9421c7 | 1,371,868,115 | 33.93042 | -81.420683 | 0 |
2,330 | 2020-06-22 02:28:52 | 3,598,634,130,286,287 | fraud_Kilback LLC | grocery_pos | 63.81 | David | Hughes | M | 707 Butler Parkways Apt. 747 | Omaha | NE | 68,117 | 41.2064 | -95.9953 | 518,429 | Surveyor, land/geomatics | 1995-10-10 | e1d878e86624225cde4d0129e8083b7b | 1,371,868,132 | 40.71137 | -96.098405 | 0 |
2,331 | 2020-06-22 02:29:53 | 3,596,217,206,093,829 | fraud_Rodriguez Group | gas_transport | 69.94 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | ad87dcd89915bed53435f6d2ea229e31 | 1,371,868,193 | 41.564972 | -91.811935 | 0 |
2,332 | 2020-06-22 02:29:56 | 30,143,535,920,989 | fraud_Huels-Nolan | gas_transport | 75.51 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | 5cbd028e7dfe9778c0c4e74b4bef5cc4 | 1,371,868,196 | 39.321618 | -75.713442 | 0 |
2,333 | 2020-06-22 02:30:54 | 4,973,530,368,125,489,000 | fraud_Greenholt, O'Hara and Balistreri | shopping_net | 31.55 | Mary | Rodriguez | F | 8986 Fitzgerald Plains | Winslow | AR | 72,959 | 35.8312 | -94.1187 | 2,786 | Musician | 1965-09-27 | 1c1d5afc6c306695a929a042d6cae643 | 1,371,868,254 | 35.770966 | -94.882792 | 0 |
2,334 | 2020-06-22 02:32:18 | 4,951,647,200,979,051 | fraud_Kutch-Hegmann | grocery_net | 73.26 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | 296a2f11ba7658b13971820657046d1e | 1,371,868,338 | 37.931333 | -88.277524 | 0 |
2,335 | 2020-06-22 02:32:35 | 373,905,417,449,658 | fraud_Stokes, Christiansen and Sipes | grocery_net | 36.33 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 98fde874e89a2d37777bb769697f3a51 | 1,371,868,355 | 32.270062 | -97.064375 | 0 |
2,336 | 2020-06-22 02:34:05 | 377,026,671,291,680 | fraud_Heidenreich PLC | grocery_pos | 112.95 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | e1d7214d2e6ce4e27b649fef4422a7b0 | 1,371,868,445 | 36.992111 | -91.51452 | 0 |
2,337 | 2020-06-22 02:34:38 | 371,985,236,239,474 | fraud_Smith-Stokes | misc_pos | 3.19 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | 05746ead9e4969d1912d3f5e81661c96 | 1,371,868,478 | 42.183048 | -76.246058 | 0 |
2,338 | 2020-06-22 02:34:42 | 30,560,609,640,617 | fraud_Bauch-Raynor | grocery_pos | 127.77 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | d81a1fe606a3af1e242a9d9a4e15e7fb | 1,371,868,482 | 40.282365 | -91.300203 | 0 |
2,339 | 2020-06-22 02:34:48 | 6,011,231,546,538,393 | fraud_Bernhard Inc | gas_transport | 74.88 | Johnny | Bennett | M | 321 Camacho Causeway | Boonton | NJ | 7,005 | 40.9115 | -74.414 | 15,269 | Psychologist, sport and exercise | 1993-07-05 | 8df567369b226d647a1b9f862c4ae450 | 1,371,868,488 | 41.60258 | -74.715111 | 0 |
2,340 | 2020-06-22 02:35:04 | 5,359,543,825,610,251 | fraud_Corwin-Collins | gas_transport | 71.67 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | 4e64c3efc9a309a1fcb47212211ec8a8 | 1,371,868,504 | 45.765712 | -110.504192 | 0 |
2,341 | 2020-06-22 02:35:16 | 4,223,708,906,367,574,000 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 93.02 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | de175d7dbe2ee9b26d8a3ba6f18717f8 | 1,371,868,516 | 38.398257 | -84.015789 | 0 |
2,342 | 2020-06-22 02:37:55 | 341,546,199,006,537 | fraud_Ledner-Pfannerstill | gas_transport | 39.45 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | ecf985d5c045e387a5c3f394771b3e36 | 1,371,868,675 | 64.440482 | -165.982454 | 0 |
2,343 | 2020-06-22 02:37:55 | 376,262,134,119,629 | fraud_Turcotte, McKenzie and Koss | entertainment | 5.96 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | 40bdf4517fcf76da9c86b27c1502d717 | 1,371,868,675 | 28.686768 | -81.610132 | 0 |
2,344 | 2020-06-22 02:40:15 | 180,067,784,565,096 | fraud_Runolfsson and Sons | grocery_net | 40.04 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | d1fe7d69196b980b7505b41d214a9d4e | 1,371,868,815 | 42.637545 | -88.250976 | 0 |
2,345 | 2020-06-22 02:40:27 | 3,513,618,443,244,549 | fraud_Ortiz Group | grocery_net | 53.77 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | 0c63b1da6665a2efb4875b3c68067ceb | 1,371,868,827 | 44.670376 | -98.305036 | 0 |
2,346 | 2020-06-22 02:42:14 | 4,683,638,447,911 | fraud_Lockman Ltd | grocery_pos | 98.75 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | b4720888f3d7497a9b04003abe6074e7 | 1,371,868,934 | 30.676391 | -91.85696 | 0 |
2,347 | 2020-06-22 02:42:41 | 375,848,982,312,810 | fraud_Huel-Langworth | misc_net | 9.1 | Dale | Smith | M | 25036 Contreras Turnpike Suite 270 | Purmela | TX | 76,566 | 31.4841 | -97.9903 | 258 | Web designer | 1943-12-15 | 87d4480f8cbfba2cb658e21791689098 | 1,371,868,961 | 31.468071 | -97.609622 | 0 |
2,348 | 2020-06-22 02:43:04 | 30,487,648,872,433 | fraud_Zboncak, Rowe and Murazik | shopping_net | 30.31 | Stephanie | Crane | F | 144 Martinez Curve | Central | IN | 47,110 | 38.097 | -86.1723 | 350 | Counsellor | 1955-01-05 | 7ad708764d30eac8a8dc61fce2b911b8 | 1,371,868,984 | 37.71882 | -85.669841 | 0 |
2,349 | 2020-06-22 02:43:21 | 342,351,256,941,125 | fraud_Zemlak Group | misc_net | 23.98 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | 32be1101361d36d126c378467c9c6f96 | 1,371,869,001 | 34.056843 | -84.093869 | 0 |
2,350 | 2020-06-22 02:43:43 | 6,011,860,238,257,910 | fraud_Gerlach Inc | shopping_net | 6.85 | 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 | f709f0f1bf239ccb93ede92c7f3213d3 | 1,371,869,023 | 36.625151 | -98.763964 | 0 |
2,351 | 2020-06-22 02:43:51 | 180,042,946,491,150 | fraud_Wuckert-Walter | grocery_net | 63.61 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | 2c7f016d8986daa7efc1c16d6581b25f | 1,371,869,031 | 27.569101 | -83.483807 | 0 |
2,352 | 2020-06-22 02:45:10 | 4,247,921,790,666 | fraud_Cremin, Hamill and Reichel | misc_pos | 48.91 | Judith | Moss | F | 46297 Benjamin Plains Suite 703 | Washington Court House | OH | 43,160 | 39.537 | -83.455 | 22,305 | Television floor manager | 1939-03-09 | de3ebdf5785238c61ebc6f22f393ce6f | 1,371,869,110 | 39.258733 | -82.94194 | 0 |
2,353 | 2020-06-22 02:46:20 | 4,294,930,380,592 | fraud_Hudson-Ratke | grocery_pos | 97.94 | 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 | 4b8e5750439ac71088c9965e8da533d9 | 1,371,869,180 | 36.969174 | -80.644964 | 0 |
2,354 | 2020-06-22 02:46:26 | 2,719,496,466,799,416 | fraud_Lesch Ltd | shopping_pos | 1.48 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | e3066e979069fa9b066d2fa75325d65b | 1,371,869,186 | 44.798936 | -104.300343 | 0 |
2,355 | 2020-06-22 02:46:28 | 6,011,652,924,285,713 | fraud_Stokes, Christiansen and Sipes | grocery_net | 44.26 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | fddc6f157539a8d231dcd0043af7dc36 | 1,371,869,188 | 38.628299 | -91.74888 | 0 |
2,356 | 2020-06-22 02:46:56 | 4,599,285,557,366,057 | fraud_Swift, Bradtke and Marquardt | grocery_net | 46.46 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | 8400988c5f8b36e8efcbdd6445725f73 | 1,371,869,216 | 37.97964 | -97.664979 | 0 |
2,357 | 2020-06-22 02:48:44 | 4,066,595,222,529 | fraud_Vandervort-Funk | grocery_pos | 126.76 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | 1424194f3847e2921587a4eaad681896 | 1,371,869,324 | 38.292434 | -83.653566 | 0 |
2,358 | 2020-06-22 02:48:49 | 376,028,110,684,021 | fraud_Schumm, Bauch and Ondricka | grocery_pos | 95.23 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | f6df031499e1cbe615189ef1f469faee | 1,371,869,329 | 39.715511 | -93.96142 | 0 |
2,359 | 2020-06-22 02:49:12 | 6,550,399,784,335,736 | fraud_Tromp, Kerluke and Glover | grocery_net | 36.79 | Harry | Mckee | M | 95351 Sullivan Viaduct Apt. 239 | Port Charlotte | FL | 33,981 | 26.9379 | -82.2388 | 79,008 | Quantity surveyor | 1984-08-31 | aac1a337636a25971a8d9f0f5308d26e | 1,371,869,352 | 26.806685 | -82.877919 | 0 |
2,360 | 2020-06-22 02:49:45 | 348,379,466,427,142 | fraud_Kemmer-Buckridge | misc_pos | 24.28 | Michael | Rowe | M | 7428 Martinez Flats | Melbourne | FL | 32,935 | 28.1384 | -80.6524 | 139,650 | Database administrator | 1957-01-23 | c9788e487b70f529bcb0e087d0b8694c | 1,371,869,385 | 28.433013 | -80.655908 | 0 |
2,361 | 2020-06-22 02:50:47 | 30,074,693,890,476 | fraud_Ruecker Group | misc_net | 75.06 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | 798002efabc2d27d1198cea647f67146 | 1,371,869,447 | 38.37608 | -101.593425 | 0 |
2,362 | 2020-06-22 02:51:13 | 676,298,633,337 | fraud_Reilly, Heaney and Cole | gas_transport | 55.39 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | cf48632b5153729f5c131e3ed96eac08 | 1,371,869,473 | 39.417175 | -81.371097 | 0 |
2,363 | 2020-06-22 02:51:23 | 2,285,066,385,084,291 | fraud_Miller-Harris | misc_net | 1.44 | Richard | Brown | M | 17819 Jose Mount Suite 657 | Heidelberg | MS | 39,439 | 31.882 | -88.9981 | 4,573 | Exhibitions officer, museum/gallery | 1988-02-15 | 9c039b788526deb135dd9ee2f0db7cea | 1,371,869,483 | 32.558678 | -88.459667 | 0 |
2,364 | 2020-06-22 02:51:47 | 36,078,114,201,167 | fraud_Jewess LLC | shopping_pos | 6.37 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 1f8373099603b45a9dd351d287cee962 | 1,371,869,507 | 37.174131 | -82.632359 | 0 |
2,365 | 2020-06-22 02:52:41 | 2,576,709,887,791,552 | fraud_Bernhard-Lesch | food_dining | 79.99 | Joseph | Morgan | M | 126 Underwood Drive | San Diego | CA | 92,128 | 33.0067 | -117.069 | 1,241,364 | Chartered public finance accountant | 1959-08-05 | c862c4dc8a36dcc4f347d37671763386 | 1,371,869,561 | 32.234308 | -117.45148 | 0 |
2,366 | 2020-06-22 02:54:14 | 30,230,540,139,182 | fraud_Kilback LLC | grocery_pos | 82.94 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | 35f9824d29df9488a9a6475619f8330c | 1,371,869,654 | 41.826929 | -76.788749 | 0 |
2,367 | 2020-06-22 02:54:59 | 372,382,441,451,095 | fraud_Heller-Langosh | gas_transport | 44.08 | Brent | Terrell | M | 502 Rice Plaza Apt. 979 | Port Ewen | NY | 12,466 | 41.8948 | -73.9767 | 2,471 | Heritage manager | 1966-01-21 | 082a8e06d746642bac84a3c1163d36aa | 1,371,869,699 | 42.44457 | -73.216978 | 0 |
2,368 | 2020-06-22 02:55:14 | 3,543,299,015,720,986 | fraud_Deckow-O'Conner | grocery_pos | 174.4 | Angela | White | F | 137 Adam Dale | Lebanon | VA | 24,266 | 36.8809 | -82.0956 | 9,521 | Teacher, English as a foreign language | 1977-10-19 | 6d4611f5d7acbfe2b8ee5600a1c3f976 | 1,371,869,714 | 35.897696 | -81.886071 | 0 |
2,369 | 2020-06-22 02:55:20 | 377,895,991,033,232 | fraud_Douglas-White | entertainment | 3.92 | Kimberly | Myers | F | 6881 King Isle Suite 228 | Higganum | CT | 6,441 | 41.4682 | -72.5751 | 5,438 | Librarian, academic | 1964-11-17 | 1aa40f6af7b1f444ed326869292c1aec | 1,371,869,720 | 42.003612 | -73.223399 | 0 |
2,370 | 2020-06-22 02:55:36 | 38,947,654,498,698 | fraud_Kiehn Inc | grocery_pos | 102.23 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | c6e4e20ffd592dde658b68af18c97ffc | 1,371,869,736 | 39.789472 | -82.251135 | 0 |
2,371 | 2020-06-22 02:56:00 | 36,078,114,201,167 | fraud_Heller, Gutmann and Zieme | grocery_pos | 168.4 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | d2b1bf9ffed19fdbf547782e607a4a01 | 1,371,869,760 | 36.646169 | -83.144013 | 0 |
2,372 | 2020-06-22 02:56:17 | 4,992,346,398,065,154,000 | fraud_Hayes, Marquardt and Dibbert | misc_net | 390.2 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | c66d0cd053cd7d68403da38837840df3 | 1,371,869,777 | 42.155824 | -88.83771 | 0 |
2,373 | 2020-06-22 02:56:27 | 4,471,568,287,204 | fraud_Robel, Cummerata and Prosacco | gas_transport | 73.61 | Dakota | Maldonado | M | 369 Cochran Radial | Pelham | NC | 27,311 | 36.4899 | -79.4736 | 3,402 | Insurance underwriter | 1927-10-24 | f64515dc33bb0c02d6029ccad1ac7356 | 1,371,869,787 | 35.563473 | -79.951589 | 0 |
2,374 | 2020-06-22 02:57:00 | 5,127,412,150,261,034 | fraud_Rowe, Batz and Goodwin | grocery_pos | 83.49 | David | Campbell | M | 2989 Murray Inlet | Washington | DC | 20,017 | 38.9367 | -76.994 | 601,723 | Psychotherapist, child | 1991-02-04 | 06b1c1910bc0abaf79a85dd523f673ac | 1,371,869,820 | 39.12258 | -77.256554 | 0 |
2,375 | 2020-06-22 02:57:07 | 583,699,482,621 | fraud_Kuhn Group | food_dining | 57.23 | Jennifer | Jones | F | 5572 Kelly Plains Apt. 952 | Waupaca | WI | 54,981 | 44.3481 | -89.1101 | 15,426 | Engineer, civil (contracting) | 1936-07-22 | c85c313547d3a4a406d79daa345fc2ae | 1,371,869,827 | 43.866818 | -89.389489 | 0 |
2,376 | 2020-06-22 02:57:23 | 4,956,828,990,005,111,000 | fraud_Lind, Huel and McClure | gas_transport | 66.62 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 9f3b7dc44a162c08d422ca65ac772bad | 1,371,869,843 | 39.799905 | -74.456121 | 0 |
2,377 | 2020-06-22 02:57:44 | 3,543,299,015,720,986 | fraud_Roob LLC | grocery_net | 56.24 | Angela | White | F | 137 Adam Dale | Lebanon | VA | 24,266 | 36.8809 | -82.0956 | 9,521 | Teacher, English as a foreign language | 1977-10-19 | e189f1841a6e0e2e8eb9b0741ee1485a | 1,371,869,864 | 37.462429 | -82.351557 | 0 |
2,378 | 2020-06-22 02:58:32 | 3,582,402,971,899,057 | fraud_Kilback LLC | food_dining | 59.68 | Michele | Patrick | F | 557 Lynn Garden Suite 907 | Spirit Lake | ID | 83,869 | 47.9657 | -116.868 | 4,161 | Production manager | 1957-06-12 | 9a778f9f07e235e7035124a63355c292 | 1,371,869,912 | 47.354474 | -117.793665 | 0 |
2,379 | 2020-06-22 02:59:04 | 3,514,865,930,894,695 | fraud_Stracke-Lemke | grocery_pos | 92.54 | Christopher | Castaneda | M | 1632 Cohen Drive Suite 639 | High Rolls Mountain Park | NM | 88,325 | 32.9396 | -105.8189 | 899 | Naval architect | 1967-08-30 | 5da3dcc4aed391b5ae008d6763333b3a | 1,371,869,944 | 32.489305 | -104.998767 | 0 |
2,380 | 2020-06-22 02:59:37 | 4,908,846,471,916,297 | fraud_Halvorson Group | misc_pos | 177.62 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | d5955ae825ca830ab251ee4e3b536856 | 1,371,869,977 | 32.269261 | -96.633538 | 0 |
2,381 | 2020-06-22 02:59:58 | 4,629,451,965,224,809 | fraud_Luettgen PLC | gas_transport | 47.19 | Karen | Warren | F | 4900 Curtis Gardens Suite 952 | Hahira | GA | 31,632 | 30.9416 | -83.3574 | 10,295 | Teacher, special educational needs | 1997-12-26 | 4abab172e87cc3dac400439de9f8b8b4 | 1,371,869,998 | 31.687491 | -83.467793 | 0 |
2,382 | 2020-06-22 03:00:29 | 4,708,992,452,821,239 | fraud_Miller-Hauck | grocery_pos | 116.59 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 7a51bde59ea3494a736858910fd748dd | 1,371,870,029 | 35.628198 | -92.207481 | 0 |
2,383 | 2020-06-22 03:01:25 | 4,179,719,215,697,782 | fraud_Huels-Nolan | gas_transport | 45.89 | Belinda | Jimenez | F | 6807 Jacob Skyway Apt. 331 | Rockwell | IA | 50,469 | 43.0032 | -93.2167 | 1,574 | Scientist, audiological | 1982-12-27 | 217336ad36387caf26d45f81e939ad44 | 1,371,870,085 | 43.443842 | -93.096028 | 0 |
2,384 | 2020-06-22 03:01:45 | 502,038,091,380 | fraud_Kilback LLC | grocery_pos | 109.08 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | 28783e525a260811546dcc2a5783683f | 1,371,870,105 | 37.089049 | -93.638753 | 0 |
2,385 | 2020-06-22 03:02:15 | 3,549,202,406,645,667 | fraud_VonRueden Group | grocery_net | 81.65 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | e4424508e0d5ff5eb0f95963904e237a | 1,371,870,135 | 43.818798 | -70.909568 | 0 |
2,386 | 2020-06-22 03:02:57 | 370,818,583,810,103 | fraud_Wolf Inc | grocery_pos | 46.21 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | e9052493347eed15177eddfdeea5ce59 | 1,371,870,177 | 39.912092 | -79.740046 | 0 |
2,387 | 2020-06-22 03:03:12 | 4,745,996,322,265 | fraud_Connelly, Reichert and Fritsch | gas_transport | 64.82 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 3db388e171b3d0938f80203bf9790efb | 1,371,870,192 | 40.740743 | -87.564594 | 0 |
2,388 | 2020-06-22 03:04:10 | 345,933,964,507,467 | fraud_Prohaska-Murray | gas_transport | 56.42 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | ce56d29a960d7032e2175519162a6502 | 1,371,870,250 | 39.290336 | -75.920396 | 0 |
2,389 | 2020-06-22 03:05:08 | 30,428,204,673,351 | fraud_Ferry, Reichel and DuBuque | grocery_net | 56.64 | Greg | Villarreal | M | 2851 Foster Shoals | Schaefferstown | PA | 17,088 | 40.3087 | -76.2963 | 823 | Gaffer | 1982-07-02 | bf4e6676aeecde02ba15c1c9727f7740 | 1,371,870,308 | 39.808379 | -76.593242 | 0 |
2,390 | 2020-06-22 03:05:13 | 567,868,110,212 | fraud_Boehm, Predovic and Reinger | misc_pos | 60.29 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | b676422226da0e6dbffa7f5d8d509c67 | 1,371,870,313 | 29.256622 | -95.426762 | 0 |
2,391 | 2020-06-22 03:05:31 | 60,495,593,109 | fraud_Kutch and Sons | grocery_pos | 75.95 | Randall | Dillon | M | 4440 George Mills Suite 591 | Dallas | TX | 75,210 | 32.7699 | -96.743 | 1,263,321 | Television camera operator | 1942-11-24 | edbc694b9a938bd211fb89511d5ed0f8 | 1,371,870,331 | 32.292937 | -97.563444 | 0 |
2,392 | 2020-06-22 03:05:36 | 30,118,423,745,458 | fraud_Stroman, Hudson and Erdman | gas_transport | 57.26 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 2d399acc80233111da507523a0123adc | 1,371,870,336 | 41.181965 | -73.3274 | 0 |
2,393 | 2020-06-22 03:05:52 | 30,344,654,314,976 | fraud_Hackett-Lueilwitz | grocery_pos | 108.62 | 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 | fbdcabe1a8e0fe48e68ffa1a6a8a1318 | 1,371,870,352 | 40.462758 | -121.559432 | 0 |
2,394 | 2020-06-22 03:06:02 | 2,252,055,259,910,912 | fraud_McDermott-Weimann | grocery_pos | 116.97 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | 2ba9b468cffd02656a8efa9f31830f88 | 1,371,870,362 | 44.58066 | -91.039035 | 0 |
2,395 | 2020-06-22 03:06:15 | 213,180,742,685,905 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 3.78 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 535a72c068afc0d0a1a5725e72ffa57d | 1,371,870,375 | 41.321852 | -124.04262 | 0 |
2,396 | 2020-06-22 03:06:31 | 374,497,717,543,058 | fraud_Gutmann Ltd | grocery_net | 72.2 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | 92506577a1c3426eaae713db151e393e | 1,371,870,391 | 47.968141 | -101.055478 | 0 |
2,397 | 2020-06-22 03:07:17 | 4,988,304,376,504 | fraud_Jones, Sawayn and Romaguera | misc_net | 54.36 | William | Thompson | M | 977 Rita Grove Apt. 000 | Rock Tavern | NY | 12,575 | 41.4575 | -74.1659 | 2,258 | Building surveyor | 1937-03-17 | 233a9042e9f05428ec0ecdd089f76f5f | 1,371,870,437 | 42.301639 | -74.747929 | 0 |
2,398 | 2020-06-22 03:07:27 | 4,981,132,848,794 | fraud_Herman Inc | misc_pos | 2.3 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 09b70451b69367399cc9a5c9de346cca | 1,371,870,447 | 39.167375 | -81.275148 | 0 |
2,399 | 2020-06-22 03:07:32 | 3,597,980,945,245,815 | fraud_Lockman Ltd | grocery_pos | 87.34 | Mark | Allen | M | 25360 Mcgee Forge | De Queen | AR | 71,832 | 34.0442 | -94.3386 | 11,253 | Scientist, biomedical | 1957-04-25 | 6993d0ecd27cd7ee8609473562f5f5d3 | 1,371,870,452 | 34.548268 | -94.88003 | 0 |
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