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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3,400 | 2020-06-22 10:31:04 | 344,709,867,813,900 | fraud_Stracke-Lemke | grocery_pos | 194.93 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | fee51432872d772aa55f83ac46deaf29 | 1,371,897,064 | 27.372586 | -82.039312 | 0 |
3,401 | 2020-06-22 10:31:52 | 3,583,293,909,206,278 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 107.61 | Deborah | Fisher | F | 1911 Fisher Brook | Kirtland Afb | NM | 87,117 | 35.0203 | -106.5503 | 310 | Surveyor, land/geomatics | 1978-09-30 | 710d1986c6e3f96c4228e9e9ede0257f | 1,371,897,112 | 35.079753 | -106.496937 | 0 |
3,402 | 2020-06-22 10:31:56 | 2,706,977,570,537,524 | fraud_Okuneva, Schneider and Rau | shopping_pos | 135.59 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 7713c57b96ba637efe8e0116e5103cf3 | 1,371,897,116 | 38.664835 | -82.132918 | 0 |
3,403 | 2020-06-22 10:32:16 | 2,235,335,206,132,667 | fraud_Schmitt Ltd | misc_net | 8.37 | Maria | Rosales | F | 6611 Parrish Garden Apt. 428 | Waynesfield | OH | 45,896 | 40.6072 | -83.9585 | 2,089 | Building control surveyor | 1963-06-22 | 564d4bb96980e05dd8092dcc50376014 | 1,371,897,136 | 40.240519 | -83.137 | 0 |
3,404 | 2020-06-22 10:32:22 | 370,612,217,861,404 | fraud_Morissette, Weber and Wiegand | grocery_net | 45.07 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | d307063001376dbd1d746329f336bf33 | 1,371,897,142 | 40.926246 | -75.299911 | 0 |
3,405 | 2020-06-22 10:32:47 | 4,897,067,971,111,210,000 | fraud_Lockman, West and Runte | grocery_pos | 40.43 | Randy | Wood | M | 542 Howe Mission Apt. 092 | Port Richey | FL | 34,668 | 28.3011 | -82.6927 | 42,619 | Environmental education officer | 1975-10-07 | d56b0c045195e5c9bdbc39406a914460 | 1,371,897,167 | 28.728911 | -82.921303 | 0 |
3,406 | 2020-06-22 10:34:12 | 180,031,190,491,743 | fraud_Bahringer-Larson | grocery_net | 48.49 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | 7692940f01b68d0511249801dd40a229 | 1,371,897,252 | 31.415541 | -87.516152 | 0 |
3,407 | 2020-06-22 10:34:13 | 3,598,215,285,024,754 | fraud_Morissette, Weber and Wiegand | grocery_net | 48.54 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | c8768cb488a4c0f4652c6f86389025be | 1,371,897,253 | 40.039458 | -72.779525 | 0 |
3,408 | 2020-06-22 10:34:59 | 374,821,819,075,109 | fraud_Goyette, Howell and Collier | shopping_pos | 8.98 | Zachary | Boone | M | 3703 Benson Wells | Palmyra | NY | 14,522 | 43.0622 | -77.2218 | 9,565 | Exhibition designer | 1927-12-11 | 8e1b52c9308b11fed6c9bce08467f1e7 | 1,371,897,299 | 43.177487 | -76.745857 | 0 |
3,409 | 2020-06-22 10:35:24 | 4,841,313,716,651,064 | fraud_Bernhard, Grant and Langworth | shopping_pos | 116.51 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | 23dc3f4dcef2d13dcf6dfc45f396ec49 | 1,371,897,324 | 42.903469 | -72.175704 | 0 |
3,410 | 2020-06-22 10:35:48 | 374,821,819,075,109 | fraud_Little, Gutmann and Lynch | shopping_net | 83.07 | Zachary | Boone | M | 3703 Benson Wells | Palmyra | NY | 14,522 | 43.0622 | -77.2218 | 9,565 | Exhibition designer | 1927-12-11 | 8a4fe6240b5a80edace5d4486a1a3aeb | 1,371,897,348 | 43.265695 | -76.875161 | 0 |
3,411 | 2020-06-22 10:36:11 | 3,560,246,577,314,524 | fraud_Dooley Inc | shopping_pos | 4.9 | Sarah | Scott | F | 03090 Fisher Forges Apt. 200 | Wichita | KS | 67,216 | 37.6223 | -97.3136 | 409,656 | Textile designer | 1930-10-21 | bcb035aa83f5982f3390ff4051b4993c | 1,371,897,371 | 38.118816 | -96.830635 | 0 |
3,412 | 2020-06-22 10:36:39 | 4,342,532,437,704,183 | fraud_Sporer Inc | gas_transport | 83.99 | Kevin | Elliott | M | 1852 Vincent Isle Suite 328 | Newark Valley | NY | 13,811 | 42.2281 | -76.1625 | 4,354 | Further education lecturer | 1994-02-16 | 6efe2a7d18dc6246dbce4f204fcbab1e | 1,371,897,399 | 43.057584 | -75.248582 | 0 |
3,413 | 2020-06-22 10:36:58 | 571,844,099,986 | fraud_Kuhic Inc | grocery_pos | 105.94 | Susan | Mills | F | 005 Cody Estates | Louisville | KY | 40,202 | 38.2507 | -85.7476 | 736,284 | Engineering geologist | 1952-04-02 | cd9d72474a58d32d317935f686d29dcb | 1,371,897,418 | 37.733812 | -86.407163 | 0 |
3,414 | 2020-06-22 10:37:35 | 6,011,360,759,745,864 | fraud_McCullough LLC | misc_pos | 29.57 | Steven | Williams | M | 231 Flores Pass Suite 720 | Edinburg | VA | 22,824 | 38.8432 | -78.6003 | 6,018 | Designer, multimedia | 1947-08-21 | 22174ad502412b8464918eb33a731965 | 1,371,897,455 | 39.032265 | -78.30285 | 0 |
3,415 | 2020-06-22 10:38:00 | 213,125,815,021,702 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 354.52 | Adam | Kirk | M | 40847 Stark Junctions | Big Indian | NY | 12,410 | 42.074 | -74.453 | 397 | Psychiatrist | 1931-09-12 | f3fb4bdd7907201428cfc35b01f2cf4f | 1,371,897,480 | 41.268269 | -74.868823 | 0 |
3,416 | 2020-06-22 10:38:01 | 30,343,344,410,970 | fraud_Skiles-Ankunding | grocery_net | 76.31 | Jacob | Dawson | M | 663 Anna Plaza | Marienville | PA | 16,239 | 41.4622 | -79.1306 | 4,172 | Copywriter, advertising | 1962-03-20 | 2db9a47b27168a46c5ed1434970390c3 | 1,371,897,481 | 41.316089 | -78.767918 | 0 |
3,417 | 2020-06-22 10:38:30 | 6,011,438,889,172,900 | fraud_Murray Ltd | grocery_net | 54.07 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 0e65593f8ee95cee6a94df8d5367e7a4 | 1,371,897,510 | 35.029511 | -90.879639 | 0 |
3,418 | 2020-06-22 10:38:47 | 3,556,613,125,071,656 | fraud_Bartoletti-Wunsch | gas_transport | 35.82 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | 0764fc24126af5552412dfd4bfbe5a36 | 1,371,897,527 | 28.291168 | -94.80159 | 0 |
3,419 | 2020-06-22 10:38:51 | 374,930,071,163,758 | fraud_Koepp-Witting | grocery_pos | 69.86 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 81a89e246c19f38dcc7eb5950844758d | 1,371,897,531 | 42.040585 | -82.506495 | 0 |
3,420 | 2020-06-22 10:39:01 | 2,712,209,726,293,386 | fraud_Doyle Ltd | grocery_pos | 213.18 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | d12aac06cd8a73e00155ce957c9ba8b5 | 1,371,897,541 | 30.281282 | -91.149421 | 0 |
3,421 | 2020-06-22 10:39:45 | 4,981,132,848,794 | fraud_Jenkins, Hauck and Friesen | gas_transport | 52.56 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 360ff753433fa44d32ad9b5d6246071b | 1,371,897,585 | 39.210209 | -81.570038 | 0 |
3,422 | 2020-06-22 10:39:54 | 30,230,540,139,182 | fraud_Towne, Greenholt and Koepp | shopping_net | 74.56 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | e3dd53edc21e9a865b909eb8f66928c6 | 1,371,897,594 | 41.591404 | -76.343349 | 0 |
3,423 | 2020-06-22 10:40:09 | 180,067,784,565,096 | fraud_Brown PLC | misc_net | 160.17 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | cae879b12273c799de203640d4f20016 | 1,371,897,609 | 42.676659 | -88.260289 | 0 |
3,424 | 2020-06-22 10:40:32 | 345,933,964,507,467 | fraud_Jenkins, Hauck and Friesen | gas_transport | 46.09 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 5b4bb05a057b0b3197d5ecdb6a437c9a | 1,371,897,632 | 37.706635 | -74.507182 | 0 |
3,425 | 2020-06-22 10:41:00 | 2,712,209,726,293,386 | fraud_Schumm, Bauch and Ondricka | grocery_pos | 192.5 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | b1416aeebf30890b53cce4193403f6b7 | 1,371,897,660 | 29.7072 | -91.891027 | 0 |
3,426 | 2020-06-22 10:41:05 | 36,153,880,429,415 | fraud_Kuhn LLC | shopping_pos | 7.29 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | 98898ab5f0a37a186256878adea0f103 | 1,371,897,665 | 27.669094 | -81.998008 | 0 |
3,427 | 2020-06-22 10:41:10 | 345,389,171,551,808 | fraud_Berge LLC | gas_transport | 85.66 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | ac1a81031dc50ec30bbaed65d3aceef5 | 1,371,897,670 | 33.120276 | -89.1036 | 0 |
3,428 | 2020-06-22 10:41:34 | 30,175,986,190,993 | fraud_Romaguera, Cruickshank and Greenholt | shopping_net | 2.87 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | fdd6ceb2ea31a8d09f38527be3f17248 | 1,371,897,694 | 47.587177 | -96.946927 | 0 |
3,429 | 2020-06-22 10:42:16 | 344,709,867,813,900 | fraud_Smitham-Schiller | grocery_net | 51.75 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 71a522d24e5ce1720f8d2778abc8b8aa | 1,371,897,736 | 26.832757 | -81.395836 | 0 |
3,430 | 2020-06-22 10:42:47 | 36,485,887,555,770 | fraud_Stroman, Hudson and Erdman | gas_transport | 51.59 | Michael | Gross | M | 230 Ryan Tunnel Apt. 025 | Fulton | OH | 43,321 | 40.4971 | -82.8342 | 267 | Facilities manager | 2005-01-29 | 0764ddf351303e71e59ea37834f7e1e0 | 1,371,897,767 | 40.159186 | -82.423234 | 0 |
3,431 | 2020-06-22 10:43:00 | 180,046,617,132,290 | fraud_Volkman PLC | food_dining | 104.77 | Erika | Mason | F | 083 Karen Island Apt. 656 | Goreville | IL | 62,939 | 37.575 | -88.9655 | 3,119 | Teacher, secondary school | 1942-04-17 | eea537fd9736b12f8bdc26da0f54b3c2 | 1,371,897,780 | 37.924168 | -88.256092 | 0 |
3,432 | 2020-06-22 10:43:29 | 6,011,381,817,520,024 | fraud_Bins-Rice | gas_transport | 60.36 | Kristen | Allen | F | 8619 Lisa Manors Apt. 871 | Lagrange | WY | 82,221 | 41.6423 | -104.1974 | 635 | Product/process development scientist | 1973-07-13 | 911c346c71b561c19a600db374f5cdd3 | 1,371,897,809 | 42.125275 | -103.829 | 0 |
3,433 | 2020-06-22 10:44:19 | 2,703,186,189,652,095 | fraud_McGlynn-Jaskolski | misc_pos | 117.77 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | 3544da3d648253759e79481d91ce954e | 1,371,897,859 | 35.721608 | -81.195005 | 0 |
3,434 | 2020-06-22 10:44:29 | 630,441,765,090 | fraud_Lesch Ltd | shopping_pos | 23.58 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | 61d3ade0e4c0ec964b0f5d97fef1ac1c | 1,371,897,869 | 31.77609 | -99.647958 | 0 |
3,435 | 2020-06-22 10:44:33 | 2,712,209,726,293,386 | fraud_Roberts-Beahan | misc_pos | 223.29 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 26c20bc4538acf9d39316a538e8a8b20 | 1,371,897,873 | 30.661505 | -90.738134 | 0 |
3,436 | 2020-06-22 10:45:10 | 342,319,985,983,023 | fraud_Reilly, Heaney and Cole | gas_transport | 67 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | a2159ffbe2e2bf1dd2008ae3769257fa | 1,371,897,910 | 41.317574 | -75.065004 | 0 |
3,437 | 2020-06-22 10:45:39 | 4,266,200,684,857,219 | fraud_Conroy-Cruickshank | gas_transport | 37.77 | Joshua | Bryant | M | 5452 Patricia Inlet Apt. 280 | Nelson | NE | 68,961 | 40.201 | -98.0684 | 732 | Television/film/video producer | 1956-12-13 | 01059907850bd3ad94ed8f856676b429 | 1,371,897,939 | 40.24795 | -98.164715 | 0 |
3,438 | 2020-06-22 10:45:53 | 4,446,368,897,795,790 | fraud_Kiehn Inc | grocery_pos | 104.77 | Ryan | Joseph | M | 8850 Jessica Center | Atlantic | VA | 23,303 | 37.9073 | -75.5089 | 741 | Geologist, engineering | 1986-08-17 | fc80cecc1029671e0926aecb5051213f | 1,371,897,953 | 38.551362 | -76.466239 | 0 |
3,439 | 2020-06-22 10:46:07 | 2,280,870,154,157,385 | fraud_Schmeler Inc | misc_pos | 2.14 | Katherine | Cooper | F | 3854 Lauren Springs Suite 648 | Oakford | IL | 62,673 | 40.0994 | -89.9601 | 530 | Transport planner | 1967-09-23 | f6867b280b3a41187e9e4ed6ed5d8418 | 1,371,897,967 | 39.137389 | -89.95022 | 0 |
3,440 | 2020-06-22 10:46:22 | 4,670,613,943,676,271 | fraud_Schumm, Bauch and Ondricka | grocery_pos | 112.78 | Bianca | Novak | F | 0953 David Skyway | Cuthbert | GA | 39,840 | 31.7706 | -84.7936 | 5,726 | Fitness centre manager | 1947-08-14 | a81dd67d184be1135c25b7ac5124d4aa | 1,371,897,982 | 31.591996 | -85.501687 | 0 |
3,441 | 2020-06-22 10:46:32 | 4,939,976,756,738,216 | fraud_Balistreri-Nader | misc_pos | 71.06 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | a616eb4cb7f1a63b865b169c434df018 | 1,371,897,992 | 26.538717 | -99.229958 | 0 |
3,442 | 2020-06-22 10:47:12 | 4,710,792,708,725,663 | fraud_Schoen, Kuphal and Nitzsche | grocery_pos | 45.26 | Justin | Bell | M | 954 Green Wall | Churubusco | IN | 46,723 | 41.229 | -85.3244 | 7,692 | Research officer, trade union | 1986-12-13 | 31a91b410e512f0ca0e77e78f2800781 | 1,371,898,032 | 41.748176 | -85.798748 | 0 |
3,443 | 2020-06-22 10:47:22 | 4,348,786,085,525,522 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 133.26 | John | Nichols | M | 862 Anderson Highway | Bryant | WI | 54,418 | 45.203 | -88.9983 | 1,080 | Information systems manager | 1979-01-08 | e8b4397dd26fdb6aa36a6a1f15eea0c7 | 1,371,898,042 | 45.426991 | -88.288436 | 0 |
3,444 | 2020-06-22 10:48:00 | 3,531,129,874,770,000 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 100.49 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 43220a08c195b0e183525bb60d3db678 | 1,371,898,080 | 44.294944 | -73.257563 | 0 |
3,445 | 2020-06-22 10:48:35 | 4,623,560,839,669 | fraud_Harris Inc | gas_transport | 76.99 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | 0b066e1a927de0cbc92d7ceb5a91e4ea | 1,371,898,115 | 43.062238 | -93.725515 | 0 |
3,446 | 2020-06-22 10:48:51 | 30,407,675,418,785 | fraud_Lind, Huel and McClure | gas_transport | 55.42 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | a96a0a982f16bdc893e11f60508959ad | 1,371,898,131 | 42.782664 | -76.982283 | 0 |
3,447 | 2020-06-22 10:49:03 | 3,527,536,963,490,470 | fraud_Greenholt, Jacobi and Gleason | gas_transport | 53.35 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | c49bd0b34c48cf6fcc1861497ef04a12 | 1,371,898,143 | 33.30681 | -81.199456 | 0 |
3,448 | 2020-06-22 10:49:30 | 347,073,228,412,010 | fraud_Parisian and Sons | gas_transport | 63.15 | Ryan | Johnson | M | 40178 Lisa Mission | Alva | WY | 82,711 | 44.6873 | -104.4414 | 110 | Administrator, local government | 1973-05-16 | 702c38ae716efd077687098d6c87d3c7 | 1,371,898,170 | 44.533569 | -104.038864 | 0 |
3,449 | 2020-06-22 10:49:30 | 4,474,324,669,797,121 | fraud_Torphy-Goyette | shopping_pos | 15.79 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | 8f17daca71fa2fcbd3f6b28f8aea5d9e | 1,371,898,170 | 37.849233 | -119.737744 | 0 |
3,450 | 2020-06-22 10:49:39 | 3,552,581,383,553,463 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 53.06 | Jonathan | Castro | M | 200 Christie Mills Apt. 307 | Andrews | NC | 28,901 | 35.1959 | -83.8228 | 5,354 | Retail buyer | 1965-04-13 | aaa5155d1a8dcada8e805f3b00a4e79a | 1,371,898,179 | 36.146914 | -83.075088 | 0 |
3,451 | 2020-06-22 10:49:57 | 180,046,165,512,893 | fraud_Cormier, Stracke and Thiel | entertainment | 4.49 | Erica | Walker | F | 084 Holmes Avenue Suite 206 | Stayton | OR | 97,383 | 44.8021 | -122.7624 | 9,587 | Engineer, biomedical | 1968-03-24 | 38ef3723054d3b9c3642fc7ebf8b32a1 | 1,371,898,197 | 45.329388 | -122.591955 | 0 |
3,452 | 2020-06-22 10:50:21 | 6,550,399,784,335,736 | fraud_Heller-Abshire | grocery_net | 65.78 | Harry | Mckee | M | 95351 Sullivan Viaduct Apt. 239 | Port Charlotte | FL | 33,981 | 26.9379 | -82.2388 | 79,008 | Quantity surveyor | 1984-08-31 | 33e36eee2cd2df5170fcf82bc56e977b | 1,371,898,221 | 26.097841 | -82.48504 | 0 |
3,453 | 2020-06-22 10:50:24 | 30,501,624,614,310 | fraud_Zieme, Bode and Dooley | gas_transport | 87.3 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 3b8f396e41cc797ca481d74d283feda7 | 1,371,898,224 | 32.429597 | -80.537539 | 0 |
3,454 | 2020-06-22 10:50:39 | 3,534,330,126,107,879 | fraud_Kassulke PLC | shopping_net | 74.53 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | c30a90c28c297fd4edeab8f7e9dc16f2 | 1,371,898,239 | 44.50194 | -109.162327 | 0 |
3,455 | 2020-06-22 10:51:33 | 6,011,367,958,204,270 | fraud_Spencer-Runolfsson | misc_pos | 21.53 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 7ff9f831b0fe5ce3a5e068591d29c95e | 1,371,898,293 | 41.244695 | -82.112303 | 0 |
3,456 | 2020-06-22 10:51:38 | 2,296,006,538,441,789 | fraud_Rau and Sons | grocery_pos | 83.99 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | a7c74099603d3998be1bb60ad6b740a9 | 1,371,898,298 | 40.763969 | -74.80954 | 0 |
3,457 | 2020-06-22 10:52:05 | 4,474,324,669,797,121 | fraud_Jewess LLC | shopping_pos | 2.16 | Matthew | Russell | M | 168 Michael Coves Suite 343 | June Lake | CA | 93,529 | 37.7773 | -119.0825 | 633 | Health service manager | 1927-09-09 | 5f17b1893808f0dba96f35e1347c783a | 1,371,898,325 | 37.190275 | -118.127608 | 0 |
3,458 | 2020-06-22 10:52:09 | 372,246,459,334,925 | fraud_Padberg-Welch | grocery_pos | 90.68 | Rick | Martinez | M | 062 Poole Hollow Apt. 815 | Deadwood | SD | 57,732 | 44.3566 | -103.6999 | 1,979 | Multimedia programmer | 1970-03-13 | fb5c92f39084d8d60e0c8b9f0fee61e7 | 1,371,898,329 | 44.447937 | -103.224288 | 0 |
3,459 | 2020-06-22 10:52:50 | 3,525,590,521,269,779 | fraud_Strosin-Cruickshank | grocery_pos | 62.77 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | b8a5cb891720a67bb9ba060d93032a82 | 1,371,898,370 | 35.939921 | -78.645137 | 0 |
3,460 | 2020-06-22 10:53:19 | 4,149,635,823,017 | fraud_Koelpin and Sons | misc_net | 9.13 | Samuel | Farrell | M | 428 Michael Tunnel Apt. 377 | Cleveland | AL | 35,049 | 33.9778 | -86.5598 | 3,996 | Aid worker | 1977-06-14 | d48d752a99c0128c298230493526ee2b | 1,371,898,399 | 34.698349 | -87.285545 | 0 |
3,461 | 2020-06-22 10:53:41 | 6,011,393,492,413,821 | fraud_Moen, Reinger and Murphy | grocery_pos | 110.37 | Natalie | Watson | F | 386 James Roads Apt. 233 | Los Angeles | CA | 90,014 | 34.0443 | -118.2509 | 2,383,912 | Journalist, newspaper | 1959-05-30 | aafbf8317e7b8566a09ae7a74c7b01fb | 1,371,898,421 | 34.63464 | -117.423445 | 0 |
3,462 | 2020-06-22 10:54:21 | 567,868,110,212 | fraud_Hills-Olson | grocery_net | 34.98 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 279226592b97918a592f116577ac796a | 1,371,898,461 | 29.25553 | -94.496141 | 0 |
3,463 | 2020-06-22 10:55:17 | 30,273,037,698,427 | fraud_Kutch, Hermiston and Farrell | gas_transport | 70.61 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | c7e8ca5aa24408ab59b7cf0af61c99bb | 1,371,898,517 | 35.63592 | -91.640226 | 0 |
3,464 | 2020-06-22 10:55:32 | 4,745,996,322,265 | fraud_Erdman-Kertzmann | gas_transport | 87.15 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 6ff955fef3625e23e0af04b3e606e4a9 | 1,371,898,532 | 42.336724 | -86.089551 | 0 |
3,465 | 2020-06-22 10:55:42 | 3,502,377,050,801,561 | fraud_Bernhard, Grant and Langworth | shopping_pos | 4.42 | Kathleen | Martin | F | 659 Nicole Cove Suite 560 | New Waverly | TX | 77,358 | 30.5354 | -95.4532 | 4,993 | Scientist, biomedical | 1948-11-30 | cb8ecc60a59e32dc7f92244a486b6aa9 | 1,371,898,542 | 29.882147 | -95.660666 | 0 |
3,466 | 2020-06-22 10:56:28 | 345,832,460,465,610 | fraud_Berge LLC | gas_transport | 57.96 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | 15a070964cc64ca92d895aab8926be67 | 1,371,898,588 | 38.415706 | -76.577456 | 0 |
3,467 | 2020-06-22 10:56:44 | 4,607,072,969,078,276 | fraud_Raynor, Feest and Miller | gas_transport | 70.3 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 7ae28c2587c41452ea5b45fc4e617868 | 1,371,898,604 | 36.641593 | -96.643227 | 0 |
3,468 | 2020-06-22 10:57:52 | 379,897,244,598,068 | fraud_Sporer Inc | gas_transport | 88.22 | Frank | Key | M | 5537 Jessica Plaza | Pewee Valley | KY | 40,056 | 38.3039 | -85.4834 | 3,263 | Stage manager | 1930-02-28 | 711e602ea40bba67f83e97851981df3f | 1,371,898,672 | 38.11334 | -86.455755 | 0 |
3,469 | 2020-06-22 10:58:54 | 4,599,735,407,877,245,000 | fraud_Rippin, Kub and Mann | misc_net | 796.31 | Mary | Myers | F | 39787 Pamela Fall Suite 639 | Tiptonville | TN | 38,079 | 36.3846 | -89.4649 | 5,577 | Geochemist | 1964-12-30 | 90c558cd8549097f867dcf7b25c1d00d | 1,371,898,734 | 35.918497 | -89.763691 | 0 |
3,470 | 2020-06-22 10:59:11 | 3,546,674,063,249,004 | fraud_Stroman, Hudson and Erdman | gas_transport | 55.4 | Jordan | May | M | 1626 Susan Course | Aledo | TX | 76,008 | 32.7004 | -97.6039 | 13,602 | Optometrist | 1984-07-05 | fe657c62c8c3579f20568bcc8f6a32a3 | 1,371,898,751 | 32.793624 | -98.101307 | 0 |
3,471 | 2020-06-22 10:59:49 | 3,534,330,126,107,879 | fraud_Mohr Inc | shopping_pos | 141.49 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | 949353a2c84672feee6806fc1fda3a05 | 1,371,898,789 | 45.034942 | -108.873687 | 0 |
3,472 | 2020-06-22 10:59:51 | 4,509,142,395,811,241 | fraud_Boehm, Block and Jakubowski | misc_pos | 1.89 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | 8ff7514276f30e703364932015ea78d1 | 1,371,898,791 | 30.891523 | -82.667723 | 0 |
3,473 | 2020-06-22 10:59:58 | 4,393,520,897,625 | fraud_Dooley Inc | shopping_pos | 140.33 | Charles | Rodriguez | M | 240 Tracy Forges | Easton | KS | 66,020 | 39.3391 | -95.0999 | 1,442 | Air broker | 1982-05-20 | 3ce0050bc2fec9feac924cc07b6ed247 | 1,371,898,798 | 39.41613 | -95.475752 | 0 |
3,474 | 2020-06-22 11:00:51 | 377,993,105,397,617 | fraud_Donnelly PLC | misc_net | 47.36 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | e4f60ed9c233447dc5ae6be2f20eabb4 | 1,371,898,851 | 45.752612 | -88.118489 | 0 |
3,475 | 2020-06-22 11:01:38 | 6,011,388,901,471,808 | fraud_Torphy-Goyette | shopping_pos | 4.08 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | 75e26f0621bb2e08a442eb7b49ff9c8b | 1,371,898,898 | 40.017164 | -80.508479 | 0 |
3,476 | 2020-06-22 11:04:21 | 378,858,024,506,425 | fraud_Kiehn Inc | grocery_pos | 71.07 | Debra | Eaton | F | 72743 Brian Run | Paradise Valley | AZ | 85,253 | 33.5494 | -111.9565 | 17,047 | Building surveyor | 1935-01-29 | 276d6e4d391721be3e18eaa4f818cd4a | 1,371,899,061 | 33.199284 | -112.191376 | 0 |
3,477 | 2020-06-22 11:05:20 | 4,979,422,371,139,333 | fraud_Huel, Hammes and Witting | grocery_pos | 136.19 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | 956e139328e0587bd4b3d315e117f048 | 1,371,899,120 | 42.163838 | -98.992254 | 0 |
3,478 | 2020-06-22 11:07:31 | 347,073,228,412,010 | fraud_Huel, Hammes and Witting | grocery_pos | 82.53 | Ryan | Johnson | M | 40178 Lisa Mission | Alva | WY | 82,711 | 44.6873 | -104.4414 | 110 | Administrator, local government | 1973-05-16 | dcb90d61a8490c651a63c39f60021d33 | 1,371,899,251 | 45.122747 | -103.617673 | 0 |
3,479 | 2020-06-22 11:08:21 | 4,312,133,045,694,601,000 | fraud_Brekke and Sons | gas_transport | 91.73 | Julian | Price | M | 086 Pierce Cove | Pikesville | MD | 21,208 | 39.3764 | -76.729 | 33,917 | Company secretary | 1977-06-12 | c9479b7608c88f231e2aeb71dbc23aff | 1,371,899,301 | 39.671542 | -75.879037 | 0 |
3,480 | 2020-06-22 11:09:17 | 568,279,015,842 | fraud_Flatley Group | misc_pos | 32.18 | Micheal | Hernandez | M | 6139 Mark Rapid Apt. 651 | Christine | ND | 58,015 | 46.5522 | -96.7909 | 291 | Television floor manager | 1991-05-01 | 6562e179c88e90ef91a1f2150749cb91 | 1,371,899,357 | 45.831763 | -96.599307 | 0 |
3,481 | 2020-06-22 11:09:55 | 4,410,582,919,485,061,600 | fraud_Kuphal-Predovic | misc_net | 2.34 | David | Cole | M | 7955 Allen Orchard Apt. 336 | Springfield | GA | 31,329 | 32.3697 | -81.3618 | 9,034 | Therapist, occupational | 1969-03-02 | 88b37112647184408602b62767f553b5 | 1,371,899,395 | 31.806222 | -80.408832 | 0 |
3,482 | 2020-06-22 11:10:08 | 376,262,134,119,629 | fraud_Torphy-Goyette | shopping_pos | 1.92 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | a9ebd27d4f3dd99985288de57b82146b | 1,371,899,408 | 28.827526 | -81.801582 | 0 |
3,483 | 2020-06-22 11:10:53 | 38,057,513,087,029 | fraud_Stokes, Christiansen and Sipes | grocery_net | 32.14 | Marissa | Clark | F | 2677 Byrd Village Suite 035 | San Jose | CA | 95,148 | 37.3304 | -121.7913 | 973,849 | Geoscientist | 1997-01-18 | c118ad059deab8a5a549340a0f33b70b | 1,371,899,453 | 38.272108 | -121.879304 | 0 |
3,484 | 2020-06-22 11:11:43 | 4,560,395,181,594,436,000 | fraud_Christiansen-Gusikowski | misc_pos | 7.46 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 243ad855d420b9d1c1dec15d2a7c37b4 | 1,371,899,503 | 38.392967 | -123.879547 | 0 |
3,485 | 2020-06-22 11:12:00 | 2,348,245,054,386,329 | fraud_Kling Inc | gas_transport | 78.72 | Justin | Gay | M | 268 Hayes Rue Suite 811 | Harborcreek | PA | 16,421 | 42.1767 | -79.9416 | 2,518 | Event organiser | 1946-02-02 | be964cd275e02f155ac5cb0e59e8a32b | 1,371,899,520 | 43.062616 | -80.684268 | 0 |
3,486 | 2020-06-22 11:12:33 | 4,210,078,554,961,359,000 | fraud_Cummings LLC | gas_transport | 54.85 | Valerie | Clark | F | 7402 West Ranch | Lowell | OR | 97,452 | 43.921 | -122.7806 | 1,420 | Systems analyst | 1965-11-11 | 494cad8517663650aeda62e0f7febe7f | 1,371,899,553 | 44.584722 | -123.09075 | 0 |
3,487 | 2020-06-22 11:12:44 | 4,657,269,323,674,365 | fraud_Koss and Sons | gas_transport | 58.85 | Alicia | Mitchell | F | 125 Kristen Dale | Grand Ridge | FL | 32,442 | 30.7148 | -85.021 | 3,699 | Art gallery manager | 1948-09-07 | d5652a76ebf18db6f211caa9cab15808 | 1,371,899,564 | 30.121775 | -85.453698 | 0 |
3,488 | 2020-06-22 11:14:31 | 374,656,033,243,756 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 90.92 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 248c97e23dda5bd29f3beb4f3ffe939f | 1,371,899,671 | 39.531656 | -76.167208 | 0 |
3,489 | 2020-06-22 11:15:01 | 2,720,894,374,956,739 | fraud_Barrows PLC | shopping_pos | 7.86 | Audrey | Hickman | F | 3325 Gregory Square | Mount Clemens | MI | 48,043 | 42.5978 | -82.8823 | 16,305 | Psychologist, sport and exercise | 1927-05-25 | b77bfa437d81b67246cf28d250839d8e | 1,371,899,701 | 42.990515 | -82.46653 | 0 |
3,490 | 2020-06-22 11:15:59 | 213,174,467,670,432 | fraud_Berge LLC | gas_transport | 85.29 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | bafdeb841d39fd4c70d63c76fb9d5643 | 1,371,899,759 | 40.042595 | -75.832656 | 0 |
3,491 | 2020-06-22 11:16:02 | 4,355,790,796,238,265,000 | fraud_Kuhic, Bins and Pfeffer | shopping_net | 3.65 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | 641185de4b13e2751093d4687484167b | 1,371,899,762 | 38.968437 | -91.982803 | 0 |
3,492 | 2020-06-22 11:17:14 | 2,576,709,887,791,552 | fraud_Stamm-Rodriguez | misc_pos | 8.9 | 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 | a6c018efd000e7348e341279a56d225c | 1,371,899,834 | 33.525204 | -117.879481 | 0 |
3,493 | 2020-06-22 11:18:04 | 571,365,235,126 | fraud_Schmitt Inc | gas_transport | 62.28 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | ea508285ba36a880ed7de693a219a55f | 1,371,899,884 | 43.610059 | -86.518777 | 0 |
3,494 | 2020-06-22 11:18:13 | 4,003,771,737,807,706 | fraud_Rodriguez Group | gas_transport | 68.04 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | b9a59e59ddde9724441ea0f199a6be2d | 1,371,899,893 | 35.238325 | -91.63798 | 0 |
3,495 | 2020-06-22 11:18:36 | 3,589,255,887,819,806 | fraud_Schultz, Simonis and Little | grocery_pos | 50.14 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 12a6d4f82c2ed4e18522179f6ef11565 | 1,371,899,916 | 38.716445 | -78.717158 | 0 |
3,496 | 2020-06-22 11:19:36 | 30,344,654,314,976 | fraud_Reichert, Shanahan and Hayes | shopping_net | 8.09 | 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 | cddbaaaa89c3f8d48d27c002380d24ae | 1,371,899,976 | 40.107159 | -120.561334 | 0 |
3,497 | 2020-06-22 11:19:41 | 3,598,895,972,308,782 | fraud_Ruecker, Beer and Collier | shopping_net | 634.57 | Kenneth | Richards | M | 994 Livingston Extensions Suite 918 | Norwalk | OH | 44,857 | 41.2403 | -82.6078 | 23,805 | Copy | 1970-02-22 | e6a257cafa7d3db961fd7302353f43bc | 1,371,899,981 | 40.399531 | -82.809834 | 0 |
3,498 | 2020-06-22 11:20:37 | 4,379,260,813,815,979,500 | fraud_Lehner, Mosciski and King | misc_net | 10.74 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | fab1b102dce7e5789d6c89fc98d54182 | 1,371,900,037 | 38.433646 | -122.986907 | 0 |
3,499 | 2020-06-22 11:21:01 | 3,586,955,669,388,457 | fraud_Koss and Sons | gas_transport | 71.46 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | 2d1e6726fa853ae6067e3f588aa2f9cf | 1,371,900,061 | 40.783385 | -78.95843 | 0 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.