Unnamed: 0 int64 | trans_date_trans_time string | cc_num int64 | merchant string | category string | amt float64 | first string | last string | gender string | street string | city string | state string | zip int64 | lat float64 | long float64 | city_pop int64 | job string | dob string | trans_num string | unix_time int64 | merch_lat float64 | merch_long float64 | is_fraud int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6,100 | 2020-06-22 23:58:25 | 30,428,204,673,351 | fraud_Shanahan-Lehner | personal_care | 72.94 | Greg | Villarreal | M | 2851 Foster Shoals | Schaefferstown | PA | 17,088 | 40.3087 | -76.2963 | 823 | Gaffer | 1982-07-02 | b9446df1b5e6c5c150c232033c2380f1 | 1,371,945,505 | 39.547666 | -75.460021 | 0 |
6,101 | 2020-06-22 23:58:34 | 213,157,767,990,030 | fraud_Goldner-Lemke | entertainment | 144.67 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 2483eb31504cf5864393bcba014b7163 | 1,371,945,514 | 41.156362 | -109.593949 | 0 |
6,102 | 2020-06-22 23:58:36 | 213,174,467,670,432 | fraud_Goyette-Gerhold | kids_pets | 4.28 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | 1ab395d444b8c4ed793c382468b1507e | 1,371,945,516 | 40.120278 | -76.300735 | 0 |
6,103 | 2020-06-22 23:58:58 | 3,547,560,454,237,873 | fraud_Langworth LLC | personal_care | 48.41 | Jerry | Robinson | M | 212 Mary Stream | Arcadia | MI | 49,613 | 44.5232 | -86.2061 | 680 | Designer, jewellery | 1966-12-21 | 81215d12c3c0b09b6abc207d2508d7c4 | 1,371,945,538 | 44.718745 | -87.070242 | 0 |
6,104 | 2020-06-22 23:59:00 | 4,451,952,084,362,894 | fraud_Reinger, Weissnat and Strosin | food_dining | 52.16 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 2e2c3d7f9ef24c8cfb99412932a14086 | 1,371,945,540 | 35.412475 | -102.848669 | 0 |
6,105 | 2020-06-22 23:59:22 | 6,550,399,784,335,736 | fraud_Osinski Inc | personal_care | 6.69 | Harry | Mckee | M | 95351 Sullivan Viaduct Apt. 239 | Port Charlotte | FL | 33,981 | 26.9379 | -82.2388 | 79,008 | Quantity surveyor | 1984-08-31 | 1d20ba33b2e8dcf2374b4e168af38627 | 1,371,945,562 | 26.024098 | -81.707865 | 0 |
6,106 | 2020-06-23 00:00:00 | 4,488,258,847,705,225,700 | fraud_Kuvalis Ltd | gas_transport | 79.03 | Jessica | Shaw | F | 5745 Blair Locks | West Columbia | SC | 29,170 | 33.9568 | -81.1405 | 52,126 | Chemical engineer | 1929-08-23 | 807f4d0fc641c8fea8146817141b3e6b | 1,371,945,600 | 33.479123 | -80.291385 | 0 |
6,107 | 2020-06-23 00:00:19 | 4,223,708,906,367,574,000 | fraud_Reichert, Shanahan and Hayes | shopping_net | 96.13 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | 3360fc02c3161a49f59d315f99806e9e | 1,371,945,619 | 38.223947 | -84.266064 | 0 |
6,108 | 2020-06-23 00:00:47 | 4,646,845,581,490,336,000 | fraud_Prohaska-Murray | gas_transport | 75.83 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | 8940eda2a50a09b0e6abc5dd5e907720 | 1,371,945,647 | 41.54723 | -73.385592 | 0 |
6,109 | 2020-06-23 00:00:50 | 213,193,596,103,206 | fraud_Torp-Labadie | gas_transport | 68.93 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | 9ea4d267423edc5974b877f8193c869a | 1,371,945,650 | 45.621041 | -84.17373 | 0 |
6,110 | 2020-06-23 00:01:21 | 6,011,948,324,228,984 | fraud_Emard Inc | gas_transport | 71.35 | Mckenzie | Brooks | F | 3872 Matthew Skyway | Paris | MS | 38,949 | 34.1992 | -89.382 | 297 | Administrator, local government | 1961-12-14 | 9ceafc6d2d04950c32ccec9fe0ab5086 | 1,371,945,681 | 33.240801 | -88.52691 | 0 |
6,111 | 2020-06-23 00:01:24 | 676,372,984,911 | fraud_Miller-Harris | misc_net | 1.17 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 4b8f1588f020c9e74b39044a4a729624 | 1,371,945,684 | 39.20651 | -98.012896 | 0 |
6,112 | 2020-06-23 00:02:24 | 6,011,681,934,117,244 | fraud_Macejkovic-Lesch | shopping_pos | 2.37 | Kaitlyn | Newman | F | 098 Stewart Hill | Slayden | TN | 37,165 | 36.2835 | -87.4581 | 70 | Prison officer | 1956-06-22 | 9496431f77e035a3c39632df4a1f7905 | 1,371,945,744 | 35.646773 | -87.429817 | 0 |
6,113 | 2020-06-23 00:02:35 | 571,844,099,986 | fraud_Bauch-Blanda | entertainment | 1.55 | Susan | Mills | F | 005 Cody Estates | Louisville | KY | 40,202 | 38.2507 | -85.7476 | 736,284 | Engineering geologist | 1952-04-02 | 3dd6aacb60ae1cf90f5a694e8da0f3bc | 1,371,945,755 | 37.688143 | -86.087842 | 0 |
6,114 | 2020-06-23 00:03:18 | 584,673,555,952 | fraud_Mohr Inc | shopping_pos | 15.78 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | d404e1d10af10e227df82ec9207d3719 | 1,371,945,798 | 47.853471 | -101.035113 | 0 |
6,115 | 2020-06-23 00:03:21 | 30,248,898,834,493 | fraud_Wiegand-Lowe | grocery_net | 54.54 | Michael | Rodriguez | M | 172 Paula Inlet Apt. 650 | Cross Plains | TX | 76,443 | 32.1482 | -99.1872 | 1,897 | Chief Operating Officer | 1953-04-19 | 7969f6d8f4694d462132327815114f6a | 1,371,945,801 | 32.015622 | -98.444732 | 0 |
6,116 | 2020-06-23 00:04:40 | 4,710,792,708,725,663 | fraud_Goodwin-Nitzsche | grocery_pos | 50.07 | Justin | Bell | M | 954 Green Wall | Churubusco | IN | 46,723 | 41.229 | -85.3244 | 7,692 | Research officer, trade union | 1986-12-13 | b48de5b79fe51385b58ee247386eb723 | 1,371,945,880 | 42.158734 | -84.98249 | 0 |
6,117 | 2020-06-23 00:05:13 | 3,577,663,406,369,449 | fraud_Moore, Dibbert and Koepp | misc_net | 1.96 | Cody | Hooper | M | 7233 John Parks | Lepanto | AR | 72,354 | 35.6069 | -90.3359 | 2,470 | Counselling psychologist | 1968-10-06 | aeb35e18e407e7f7fe82fabba787d2c7 | 1,371,945,913 | 36.118955 | -89.791055 | 0 |
6,118 | 2020-06-23 00:06:09 | 4,826,655,832,045,236 | fraud_Cartwright-Harris | grocery_pos | 113.72 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | c8c8565f9e933e791712710a85876885 | 1,371,945,969 | 41.417365 | -70.779225 | 0 |
6,119 | 2020-06-23 00:06:18 | 373,905,417,449,658 | fraud_Bogisich Inc | grocery_pos | 211.17 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | f4987c7b7ad61bb225978e49407583a0 | 1,371,945,978 | 31.477282 | -98.337907 | 0 |
6,120 | 2020-06-23 00:07:43 | 639,046,421,587 | fraud_Denesik and Sons | shopping_pos | 139.08 | Dylan | Bonilla | M | 2497 John Motorway Suite 922 | Leetsdale | PA | 15,056 | 40.5662 | -80.2099 | 1,140 | Administrator, education | 1986-06-20 | bbecf72096c4451619fd74f254498105 | 1,371,946,063 | 40.553621 | -80.637884 | 0 |
6,121 | 2020-06-23 00:08:12 | 4,301,028,321,766,222,300 | fraud_Yost, Block and Koepp | misc_pos | 29.94 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | e41a27f76482378ef1f4b7f3f5e00ac1 | 1,371,946,092 | 40.221135 | -81.162826 | 0 |
6,122 | 2020-06-23 00:08:23 | 3,586,955,669,388,457 | fraud_Kihn Inc | shopping_pos | 137.68 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | 2bf73fa8ee48c131d1704acb198d3dea | 1,371,946,103 | 41.244688 | -78.226237 | 0 |
6,123 | 2020-06-23 00:08:37 | 213,199,865,312,311 | fraud_Bartoletti-Wunsch | gas_transport | 54.73 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | a878c9d2c2df6b964940335911c84264 | 1,371,946,117 | 34.588985 | -84.086559 | 0 |
6,124 | 2020-06-23 00:08:53 | 4,836,998,673,805,450 | fraud_Spinka Inc | grocery_net | 47.03 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | cc354a12462e35fc292765827919bfbc | 1,371,946,133 | 45.767561 | -86.431141 | 0 |
6,125 | 2020-06-23 00:09:22 | 36,721,445,180,895 | fraud_Kutch, Hermiston and Farrell | gas_transport | 43.35 | Cesar | Smith | M | 901 Ariel Points | Jefferson | NY | 12,093 | 42.4999 | -74.6117 | 1,666 | Diagnostic radiographer | 1968-07-01 | c256a27095eacb27cc3b9c7fd5b19257 | 1,371,946,162 | 42.072208 | -74.762164 | 0 |
6,126 | 2020-06-23 00:09:34 | 30,551,643,947,183 | fraud_Swaniawski, Bahringer and Ledner | grocery_net | 61.1 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 9974f3ab6b677eeddb71fb05206e640c | 1,371,946,174 | 34.527352 | -80.597861 | 0 |
6,127 | 2020-06-23 00:10:08 | 4,742,883,543,039,288,000 | fraud_Heller, Gutmann and Zieme | grocery_pos | 81.31 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | 1f95176e5cdaa63231b231b785a9fa3a | 1,371,946,208 | 19.579498 | -154.72047 | 0 |
6,128 | 2020-06-23 00:11:11 | 347,073,228,412,010 | fraud_Cartwright-Harris | grocery_pos | 113.96 | Ryan | Johnson | M | 40178 Lisa Mission | Alva | WY | 82,711 | 44.6873 | -104.4414 | 110 | Administrator, local government | 1973-05-16 | a668cd043f8c3023c981a94d0964531e | 1,371,946,271 | 44.123438 | -104.92801 | 0 |
6,129 | 2020-06-23 00:11:14 | 4,988,304,376,504 | fraud_Towne, Greenholt and Koepp | shopping_net | 2.21 | William | Thompson | M | 977 Rita Grove Apt. 000 | Rock Tavern | NY | 12,575 | 41.4575 | -74.1659 | 2,258 | Building surveyor | 1937-03-17 | 77d56085d05f6c105b45c4c9d997d2dd | 1,371,946,274 | 41.137134 | -74.349244 | 0 |
6,130 | 2020-06-23 00:11:50 | 4,715,741,951,931,169,000 | fraud_Koss and Sons | gas_transport | 45.77 | Robert | Drake | M | 463 Willie Estates | Burbank | OK | 74,633 | 36.6966 | -96.7869 | 471 | Sub | 1941-03-30 | 049ccd065bf268724320ce83d96ea08c | 1,371,946,310 | 37.582572 | -96.572099 | 0 |
6,131 | 2020-06-23 00:12:24 | 630,425,673,344 | fraud_Robel, Cummerata and Prosacco | gas_transport | 63.46 | Bryan | Miller | M | 411 Laurie Fords | Cass | WV | 24,927 | 38.388 | -79.9906 | 365 | Special effects artist | 1970-03-14 | 4aa29d707d85190fddb1c6139a454360 | 1,371,946,344 | 39.264101 | -80.121879 | 0 |
6,132 | 2020-06-23 00:12:29 | 4,147,608,975,828,480 | fraud_Huels-Hahn | gas_transport | 62.38 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | 7d78b00e8df447ccac64db14735f9e51 | 1,371,946,349 | 43.474052 | -95.856445 | 0 |
6,133 | 2020-06-23 00:12:29 | 4,173,950,183,554,608 | fraud_Torp-Labadie | gas_transport | 37.33 | Stephen | Marshall | M | 47144 Roberts Keys | Monmouth Beach | NJ | 7,750 | 40.333 | -73.9809 | 3,279 | Health promotion specialist | 1978-10-05 | 4e62e484c10d8baf12aecf796b374150 | 1,371,946,349 | 40.472772 | -73.899784 | 0 |
6,134 | 2020-06-23 00:12:48 | 4,969,856,774,088,583 | fraud_Schuppe-Schuppe | food_dining | 46.06 | Jacqueline | Prince | F | 27823 Andrew Underpass Suite 948 | Metairie | LA | 70,003 | 29.9975 | -90.2146 | 137,067 | Advertising account planner | 1951-12-04 | 85a39fbc988864bba8805cfa545e5276 | 1,371,946,368 | 29.757302 | -90.250347 | 0 |
6,135 | 2020-06-23 00:14:04 | 4,859,525,594,182,537 | fraud_Rutherford-Mertz | grocery_pos | 106.4 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | d5fb957f969c1e1674f0449f8feef979 | 1,371,946,444 | 41.275057 | -75.762245 | 0 |
6,136 | 2020-06-23 00:15:13 | 6,538,441,737,335,434 | fraud_Padberg-Welch | grocery_pos | 43.26 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | f3f5cfca085193be0d30a54a28d8c1f5 | 1,371,946,513 | 40.960064 | -79.273787 | 0 |
6,137 | 2020-06-23 00:15:36 | 3,582,754,887,089,201 | fraud_Bednar Group | misc_net | 1.46 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | b7fee1394528bb73c31d9bdfeac7cc50 | 1,371,946,536 | 34.704098 | -94.043953 | 0 |
6,138 | 2020-06-23 00:15:55 | 6,011,724,471,098,086 | fraud_Herman Inc | misc_pos | 20.45 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 64a92cc71ca5c753214d8f43a5469c19 | 1,371,946,555 | 46.625442 | -118.707932 | 0 |
6,139 | 2020-06-23 00:17:21 | 30,131,826,429,364 | fraud_Schumm, Bauch and Ondricka | grocery_pos | 195.15 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 96c487e90678978879660e5c88e1e389 | 1,371,946,641 | 35.5971 | -84.258922 | 0 |
6,140 | 2020-06-23 00:17:23 | 3,586,008,444,788,268 | fraud_Reilly, Heaney and Cole | gas_transport | 62.93 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 2fa4b2d10777a95ae69bb667ae25d30e | 1,371,946,643 | 47.661591 | -122.324254 | 0 |
6,141 | 2020-06-23 00:18:06 | 4,908,846,471,916,297 | fraud_Morar Inc | grocery_net | 88.39 | Lauren | Torres | F | 03030 White Lakes | Grandview | TX | 76,050 | 32.2779 | -97.2351 | 5,875 | Radiographer, therapeutic | 1992-07-24 | 6c3800ac08709ec15f91aab005e2e13f | 1,371,946,686 | 32.670783 | -98.110208 | 0 |
6,142 | 2020-06-23 00:18:07 | 4,836,998,673,805,450 | fraud_McDermott-Rice | misc_pos | 26.83 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | 73803ae66b463a2234c8b097df19b2c9 | 1,371,946,687 | 45.672668 | -86.982595 | 0 |
6,143 | 2020-06-23 00:18:42 | 3,596,357,274,378,601 | fraud_Zemlak Group | misc_net | 461.23 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | 0e85f47de4fc7970ba5e43fe196672c3 | 1,371,946,722 | 40.321585 | -79.12216 | 0 |
6,144 | 2020-06-23 00:18:58 | 2,383,461,948,823,908 | fraud_Hills-Olson | grocery_net | 62.25 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | 538e5db6f07a3631fe6a4058fbfb4cf4 | 1,371,946,738 | 42.866073 | -70.486679 | 0 |
6,145 | 2020-06-23 00:19:02 | 4,229,733,778,084,049 | fraud_Rau and Sons | grocery_pos | 57.84 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | 5bbe3375704d882d58918b099a306cf1 | 1,371,946,742 | 38.129268 | -85.877559 | 0 |
6,146 | 2020-06-23 00:19:14 | 6,011,393,492,413,821 | fraud_Schmidt and Sons | shopping_net | 8.96 | 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 | 556be51dbf0ad34d828df74a168e7074 | 1,371,946,754 | 34.632996 | -118.71895 | 0 |
6,147 | 2020-06-23 00:19:25 | 3,523,843,138,706,408 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 117.78 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | 97b6b8ea6d38f42d34667064539a23ca | 1,371,946,765 | 33.500039 | -86.005542 | 0 |
6,148 | 2020-06-23 00:19:30 | 4,373,370,572,092,720,600 | fraud_Bernhard Inc | gas_transport | 86.29 | Hailey | Rhodes | F | 337 Michael Harbors Suite 722 | Michigan | ND | 58,259 | 48.0204 | -98.1186 | 454 | Producer, television/film/video | 1972-07-29 | 28d5a5f8cdca1af6b56e0514fcc95172 | 1,371,946,770 | 47.240906 | -97.217579 | 0 |
6,149 | 2020-06-23 00:19:30 | 4,904,681,492,230,012 | fraud_Barton Inc | grocery_pos | 110.54 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 93d42b8d91bba62487af10b0e86e63ec | 1,371,946,770 | 42.133371 | -73.33974 | 0 |
6,150 | 2020-06-23 00:20:26 | 30,092,964,733,035 | fraud_Koepp-Parker | grocery_pos | 197.08 | Jessica | Terry | F | 6412 Elizabeth Gardens Suite 633 | Maysville | KY | 41,056 | 38.6207 | -83.8067 | 14,228 | Advertising account executive | 1971-03-26 | 62e7efcc7a598648865d172e52814221 | 1,371,946,826 | 37.792291 | -84.728248 | 0 |
6,151 | 2020-06-23 00:20:34 | 4,904,681,492,230,012 | fraud_Mosciski, Gislason and Mertz | grocery_pos | 89.84 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | 2be3a3dcfa3ff879a6a2050ed412153f | 1,371,946,834 | 41.841585 | -74.326076 | 0 |
6,152 | 2020-06-23 00:20:39 | 502,038,091,380 | fraud_Lesch Ltd | shopping_pos | 137.37 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | 45deb6dce8e0aae9c52b28db3261d675 | 1,371,946,839 | 36.184077 | -92.689669 | 0 |
6,153 | 2020-06-23 00:21:16 | 3,533,800,906,065,217 | fraud_Stracke-Lemke | grocery_pos | 160.03 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | 92420c9ccc03d4941fc7164157605ab6 | 1,371,946,876 | 39.363554 | -99.231501 | 0 |
6,154 | 2020-06-23 00:21:23 | 676,248,282,243 | fraud_Schamberger-O'Keefe | grocery_pos | 94.45 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | a8a2732ff6c624f08145ebf90f123363 | 1,371,946,883 | 26.747748 | -82.87892 | 0 |
6,155 | 2020-06-23 00:21:25 | 4,092,452,671,396,169,700 | fraud_Stracke-Lemke | grocery_pos | 125.44 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | cfc5d7628e8aac3b22726b5ff6e406d3 | 1,371,946,885 | 33.638895 | -78.52668 | 0 |
6,156 | 2020-06-23 00:21:28 | 4,169,388,510,116 | fraud_Jones, Sawayn and Romaguera | misc_net | 4.75 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | 94cfdca3682b1828237c566fb84f77c1 | 1,371,946,888 | 43.910396 | -77.810823 | 0 |
6,157 | 2020-06-23 00:21:40 | 4,826,655,832,045,236 | fraud_Heidenreich PLC | grocery_pos | 114.73 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | 15673949529d8011903e8e0b3dc7ea43 | 1,371,946,900 | 41.719658 | -69.575455 | 0 |
6,158 | 2020-06-23 00:22:03 | 502,012,776,709 | fraud_Schmitt Inc | gas_transport | 66.28 | Sherry | Martinez | F | 144 Yu Locks Apt. 754 | Garrattsville | NY | 13,342 | 42.6315 | -75.1866 | 165 | Naval architect | 1945-09-20 | e096984e89a27a5f97d68a499716f47a | 1,371,946,923 | 43.107174 | -74.931463 | 0 |
6,159 | 2020-06-23 00:22:04 | 4,979,422,371,139,333 | fraud_Kerluke Inc | misc_net | 9.91 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | f8848e8c212ae76dc62a8b6078c4eceb | 1,371,946,924 | 40.856575 | -99.16919 | 0 |
6,160 | 2020-06-23 00:22:30 | 3,595,192,916,105,588 | fraud_Bernhard Inc | gas_transport | 76.58 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | cd178b8bf2c2140d470273357c1b1ea5 | 1,371,946,950 | 34.145815 | -79.018751 | 0 |
6,161 | 2020-06-23 00:23:01 | 4,727,244,663,135,968 | fraud_Koepp-Witting | grocery_pos | 74.28 | Mary | Lewis | F | 118 Justin Extension | Bay Minette | AL | 36,507 | 30.8635 | -87.7644 | 19,090 | Science writer | 1929-05-30 | 806cf54402989fcab7374f1a348ee1cd | 1,371,946,981 | 30.332407 | -88.736356 | 0 |
6,162 | 2020-06-23 00:24:54 | 4,179,719,215,697,782 | fraud_Parisian and Sons | gas_transport | 49 | Belinda | Jimenez | F | 6807 Jacob Skyway Apt. 331 | Rockwell | IA | 50,469 | 43.0032 | -93.2167 | 1,574 | Scientist, audiological | 1982-12-27 | 90692508089172ceecb25bb289ab2f7d | 1,371,947,094 | 43.081355 | -93.724894 | 0 |
6,163 | 2020-06-23 00:25:09 | 4,900,628,639,996 | fraud_Connelly, Reichert and Fritsch | gas_transport | 57.29 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 23810b0eafdac6e70e242262a6c233cd | 1,371,947,109 | 33.993388 | -118.091643 | 0 |
6,164 | 2020-06-23 00:26:04 | 4,178,097,073,221,156 | fraud_Kuphal-Bartoletti | misc_net | 8.71 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | a7f06034cc9443d145632b7bdfed94f2 | 1,371,947,164 | 41.826522 | -85.939793 | 0 |
6,165 | 2020-06-23 00:27:07 | 3,589,289,942,931,264 | fraud_Reilly, Heaney and Cole | gas_transport | 74.01 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 38bbc73fbb46f12af42e4ded52d62222 | 1,371,947,227 | 42.869123 | -97.773681 | 0 |
6,166 | 2020-06-23 00:27:15 | 6,538,441,737,335,434 | fraud_Luettgen PLC | gas_transport | 81.34 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | aa46e6c4ddc6c7137b6943c5186040bb | 1,371,947,235 | 41.866892 | -79.837066 | 0 |
6,167 | 2020-06-23 00:27:26 | 4,134,456,652,433,447 | fraud_Dooley-Thompson | misc_net | 5.73 | Lawrence | Ellis | M | 1471 Alicia Flat Apt. 993 | Springfield Gardens | NY | 11,413 | 40.6645 | -73.7559 | 38,912 | Production manager | 1961-11-07 | 6c0d68e3cbc30252cbb9e0c7ad36d7d8 | 1,371,947,246 | 39.844441 | -74.541231 | 0 |
6,168 | 2020-06-23 00:27:37 | 180,046,765,320,457 | fraud_Luettgen PLC | gas_transport | 84.93 | Jared | Camacho | M | 4257 Perez Mall | Canton | OH | 44,702 | 40.8027 | -81.3739 | 192,805 | Building control surveyor | 1963-06-30 | 8f089a2f6d7d292760da40e90eb59276 | 1,371,947,257 | 41.084851 | -82.128733 | 0 |
6,169 | 2020-06-23 00:27:42 | 3,567,879,740,649,740 | fraud_Welch, Rath and Koepp | entertainment | 67.17 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | 6f6a79b5c9aecf5f6cc0e230664da5cd | 1,371,947,262 | 43.094214 | -75.59993 | 0 |
6,170 | 2020-06-23 00:27:45 | 2,242,542,703,101,233 | fraud_Huel, Hammes and Witting | grocery_pos | 49.13 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | ce75dbe0f7b13280047cc958d422df95 | 1,371,947,265 | 39.107975 | -85.097764 | 0 |
6,171 | 2020-06-23 00:27:49 | 4,710,826,438,164,848,000 | fraud_Corwin-Collins | gas_transport | 78.85 | Juan | Henry | M | 9795 Lori Island Suite 346 | Turner | MT | 59,542 | 48.8328 | -108.3961 | 192 | Further education lecturer | 1964-01-04 | 1339214b1b2c9f2e57438014f9bb04cb | 1,371,947,269 | 49.504869 | -108.676303 | 0 |
6,172 | 2020-06-23 00:28:32 | 4,922,710,831,011,201 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 121.24 | Heather | Chase | F | 6888 Hicks Stream Suite 954 | Manor | PA | 15,665 | 40.3359 | -79.6607 | 1,472 | Public affairs consultant | 1941-03-07 | 449263c95cf4c4efcde086848eab3516 | 1,371,947,312 | 40.969642 | -79.008902 | 0 |
6,173 | 2020-06-23 00:29:26 | 213,180,742,685,905 | fraud_Predovic Inc | shopping_net | 51.44 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 1ed0f2594afad5b07e0355888ee84632 | 1,371,947,366 | 40.096858 | -123.861064 | 0 |
6,174 | 2020-06-23 00:30:18 | 3,513,285,035,244,624 | fraud_Weber and Sons | food_dining | 127.76 | Ariana | Campbell | F | 50932 Neal Valley | Daniels | WV | 25,832 | 37.7256 | -81.1087 | 3,994 | Biochemist, clinical | 1936-11-05 | d52ff8ee2c648fe1da48ca0772f228a0 | 1,371,947,418 | 38.628315 | -81.865577 | 0 |
6,175 | 2020-06-23 00:31:17 | 4,119,762,878,330,989 | fraud_Pouros-Haag | shopping_pos | 3.27 | Melinda | Gutierrez | F | 1497 West Gateway | Eureka | IL | 61,530 | 40.7152 | -89.2706 | 6,713 | Archivist | 1945-08-19 | c8cd388e2494de5e3e4891d3e082d974 | 1,371,947,477 | 39.761103 | -89.970395 | 0 |
6,176 | 2020-06-23 00:31:26 | 583,699,482,621 | fraud_Koepp-Witting | grocery_pos | 48.14 | Jennifer | Jones | F | 5572 Kelly Plains Apt. 952 | Waupaca | WI | 54,981 | 44.3481 | -89.1101 | 15,426 | Engineer, civil (contracting) | 1936-07-22 | d30f3f433f26d4a1d6451f2878c7f6d3 | 1,371,947,486 | 43.861307 | -88.662367 | 0 |
6,177 | 2020-06-23 00:31:41 | 4,990,494,243,023 | fraud_Doyle Ltd | grocery_pos | 103.15 | Martin | Ford | M | 56812 Francis Courts | Corriganville | MD | 21,524 | 39.6967 | -78.8031 | 626 | Energy engineer | 1960-12-13 | 95800bbbc6384f3581bd5ef92f4f867a | 1,371,947,501 | 40.337573 | -77.917297 | 0 |
6,178 | 2020-06-23 00:31:42 | 180,084,695,172,649 | fraud_Halvorson Group | misc_pos | 82.06 | Holly | Mann | F | 7644 Joseph Fields | Nokomis | IL | 62,075 | 39.3036 | -89.2853 | 3,458 | Building surveyor | 1985-12-08 | c0f72f0d881d7b2fd7001e45be518eac | 1,371,947,502 | 39.582484 | -90.046458 | 0 |
6,179 | 2020-06-23 00:32:03 | 30,153,452,207,526 | fraud_Koepp-Parker | grocery_pos | 73.02 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | e9a96f74ae2b76b22a4561171811b524 | 1,371,947,523 | 31.973425 | -98.59303 | 0 |
6,180 | 2020-06-23 00:33:37 | 6,573,561,108,825,071 | fraud_Simonis-Prohaska | misc_pos | 4.34 | Kristina | Lewis | F | 5449 Brandi Heights Apt. 111 | Tulsa | OK | 74,130 | 36.2395 | -95.9596 | 413,574 | Bookseller | 1968-06-18 | 0347f0559f8a7a684ec09507f2b72862 | 1,371,947,617 | 35.985301 | -96.511969 | 0 |
6,181 | 2020-06-23 00:33:43 | 344,342,339,068,828 | fraud_Jast and Sons | food_dining | 40.36 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | c7ba1a39010f4452e06ac10802aadfb2 | 1,371,947,623 | 31.911078 | -81.050997 | 0 |
6,182 | 2020-06-23 00:34:58 | 4,178,097,073,221,156 | fraud_Flatley-Durgan | misc_net | 12.29 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | 43feec1a098b50732bee403ceb1cf54c | 1,371,947,698 | 42.659246 | -85.808646 | 0 |
6,183 | 2020-06-23 00:35:24 | 4,433,091,568,498,503 | fraud_Padberg-Rogahn | entertainment | 37.69 | Linda | Davis | F | 493 Todd Views | Gaithersburg | MD | 20,882 | 39.2335 | -77.1458 | 135,332 | Clinical biochemist | 1936-03-28 | e46a4076e56b5574d5b7e540ab85e96f | 1,371,947,724 | 38.619525 | -77.830384 | 0 |
6,184 | 2020-06-23 00:35:30 | 4,060,579,726,528,237 | fraud_Sawayn PLC | shopping_pos | 8.67 | Steven | Sanders | M | 25955 Amy Via | Ozawkie | KS | 66,070 | 39.2136 | -95.4404 | 2,661 | Theatre director | 1948-11-14 | 8f388b60643d99678f98e0de3732c4b0 | 1,371,947,730 | 38.384751 | -95.620461 | 0 |
6,185 | 2020-06-23 00:36:21 | 6,540,981,358,631,302 | fraud_Hickle Group | shopping_pos | 1.41 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | e204e05c8cc73c830eb11309c4b0ce6e | 1,371,947,781 | 42.356077 | -82.293159 | 0 |
6,186 | 2020-06-23 00:36:26 | 5,130,484,058,948,421 | fraud_Reichert, Rowe and Mraz | shopping_net | 96.07 | Ronald | White | M | 25713 Hamilton Grove Apt. 903 | Beaverdam | OH | 45,808 | 40.8314 | -83.9758 | 349 | Museum/gallery conservator | 1978-12-25 | 8f135e2fd55cacf53ea593690ebec962 | 1,371,947,786 | 40.529955 | -82.999217 | 0 |
6,187 | 2020-06-23 00:37:35 | 2,720,012,583,106,919 | fraud_Schmeler Inc | misc_pos | 32.45 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | 10b0348b2b173bc2e447233bcfb110e4 | 1,371,947,855 | 44.181183 | -102.964602 | 0 |
6,188 | 2020-06-23 00:38:37 | 6,526,777,409,109,795 | fraud_Cole PLC | grocery_pos | 96.04 | Michael | Garner | M | 0157 Samuel Mission Suite 379 | South Richmond Hill | NY | 11,419 | 40.6868 | -73.823 | 47,211 | Site engineer | 1937-02-01 | a04b9fac5df3f3fa078ddf5491277289 | 1,371,947,917 | 40.610239 | -73.031327 | 0 |
6,189 | 2020-06-23 00:38:46 | 5,289,285,402,893,489 | fraud_Heller-Langosh | gas_transport | 67.73 | Amanda | Adams | F | 08580 Jeremy Falls | Bay City | OR | 97,107 | 45.5197 | -123.8761 | 1,530 | Colour technologist | 1986-11-24 | 53324ce1b61c93f9b218f2d775105bc5 | 1,371,947,926 | 44.686745 | -123.103544 | 0 |
6,190 | 2020-06-23 00:39:43 | 5,152,054,598,359,927 | fraud_Paucek-Wiza | grocery_net | 61.71 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 54f167a4b4c1e81e618ea7c5944fb641 | 1,371,947,983 | 30.321251 | -89.728549 | 0 |
6,191 | 2020-06-23 00:39:45 | 2,248,348,993,063,230 | fraud_Torp-Labadie | gas_transport | 44.26 | Jennifer | Scott | F | 376 John Fork Suite 848 | Randolph | OH | 44,265 | 41.0109 | -81.2977 | 51 | Mechanical engineer | 1960-08-05 | 0116e6b01a7934a5c011b82483d9ffaa | 1,371,947,985 | 40.426849 | -81.665884 | 0 |
6,192 | 2020-06-23 00:40:03 | 30,518,206,766,474 | fraud_Schmitt Inc | gas_transport | 81.29 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | aaf12c37bb22912371feb2e7d2e7e7a4 | 1,371,948,003 | 37.493342 | -89.140418 | 0 |
6,193 | 2020-06-23 00:40:15 | 4,003,989,662,068,504 | fraud_Parisian and Sons | gas_transport | 73.14 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | ac0304ae873cfe52c542e1ce805202e2 | 1,371,948,015 | 33.014092 | -86.056222 | 0 |
6,194 | 2020-06-23 00:40:52 | 2,235,613,922,823,698 | fraud_Schmitt Inc | gas_transport | 75.07 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 9918b99b01a868d1d0720b3c0d0ac67b | 1,371,948,052 | 42.685444 | -105.270078 | 0 |
6,195 | 2020-06-23 00:41:02 | 4,048,508,450,704,760 | fraud_Kerluke PLC | misc_net | 2.11 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | 5701db39f6ee51dbbcf268ed79964730 | 1,371,948,062 | 42.217938 | -99.005064 | 0 |
6,196 | 2020-06-23 00:41:07 | 30,427,035,050,508 | fraud_Barrows PLC | shopping_pos | 5.87 | John | Chandler | M | 88325 Brandon Greens Apt. 477 | Detroit | MI | 48,202 | 42.377 | -83.0796 | 673,342 | Broadcast presenter | 1969-11-20 | a7a23bf8e3aed588ccd499ddba3aa647 | 1,371,948,067 | 41.418125 | -82.566434 | 0 |
6,197 | 2020-06-23 00:41:08 | 4,560,004,149,983,868,400 | fraud_Kuphal-Bartoletti | misc_net | 67.07 | Stacy | Villegas | F | 20581 Pena Walks | Colorado Springs | CO | 80,951 | 38.8881 | -104.6556 | 525,713 | Museum/gallery exhibitions officer | 1992-05-09 | 8a5db9afdff40938da1bf06158ebaf88 | 1,371,948,068 | 39.394794 | -104.540222 | 0 |
6,198 | 2020-06-23 00:41:41 | 2,285,066,385,084,291 | fraud_Cartwright-Harris | grocery_pos | 53.87 | 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 | a0cc4bc163b3604c3d62ab1a9ebfbddf | 1,371,948,101 | 31.796832 | -88.08376 | 0 |
6,199 | 2020-06-23 00:42:17 | 560,881,134,780 | fraud_Williamson LLC | misc_pos | 2 | Audrey | Martinez | F | 343 Joshua Views | Liberty Mills | IN | 46,946 | 41.0356 | -85.7358 | 136 | Soil scientist | 1953-03-19 | f911674742b9bf713454edb1ef19b57f | 1,371,948,137 | 41.076663 | -86.50005 | 0 |
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