Unnamed: 0 int64 | trans_date_trans_time string | cc_num int64 | merchant string | category string | amt float64 | first string | last string | gender string | street string | city string | state string | zip int64 | lat float64 | long float64 | city_pop int64 | job string | dob string | trans_num string | unix_time int64 | merch_lat float64 | merch_long float64 | is_fraud int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,271,100 | 2020-06-12 04:59:36 | 3,576,144,910,346,950 | fraud_Doyle Ltd | grocery_pos | 102.3 | Thomas | Payne | M | 9455 Kathleen Brook Apt. 651 | Huslia | AK | 99,746 | 65.6899 | -156.292 | 277 | Engineer, civil (consulting) | 1965-11-06 | 8c9f78b82bcd8334971bc4f69b44adef | 1,371,013,176 | 65.797281 | -156.258454 | 0 |
1,271,101 | 2020-06-12 05:02:03 | 4,428,154,703,770,710 | fraud_Prohaska-Murray | gas_transport | 62.77 | Brittany | Guerra | F | 79209 Gary Dale | Colton | WA | 99,113 | 46.5901 | -117.1692 | 761 | Chief Marketing Officer | 1943-06-30 | 1b83bbe61c106afb1605a8fb1dcea25e | 1,371,013,323 | 45.692054 | -117.761672 | 0 |
1,271,102 | 2020-06-12 05:02:28 | 4,005,676,619,255,478 | fraud_Nader-Heller | misc_net | 14.36 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | a68d9606f5b9ed39c9d8cb4d18c0453c | 1,371,013,348 | 30.182638 | -91.712186 | 0 |
1,271,103 | 2020-06-12 05:02:31 | 30,263,540,414,123 | fraud_Koepp-Parker | grocery_pos | 125.3 | Erik | Patterson | M | 162 Jessica Row Apt. 072 | Hatch | UT | 84,735 | 37.7175 | -112.4777 | 258 | Geoscientist | 1961-11-24 | c6cd954d1e9a0692c8597b7fb09e4d6f | 1,371,013,351 | 36.954906 | -112.547656 | 0 |
1,271,104 | 2020-06-12 05:03:10 | 3,527,536,963,490,470 | fraud_Bogisich-Homenick | misc_net | 1.92 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 6ff7798e2db797ef2b46d5786c066f98 | 1,371,013,390 | 33.194325 | -81.476869 | 0 |
1,271,105 | 2020-06-12 05:06:04 | 213,157,767,990,030 | fraud_Stiedemann Inc | misc_pos | 65.42 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | ec3829858c6ab53b8b8158f0bfd905d5 | 1,371,013,564 | 42.343146 | -108.593032 | 0 |
1,271,106 | 2020-06-12 05:06:18 | 30,033,162,392,091 | fraud_Kuhic LLC | shopping_net | 98.52 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | 44bf99c87a358d5598d73ba3afdc3df3 | 1,371,013,578 | 42.493433 | -96.976036 | 0 |
1,271,107 | 2020-06-12 05:06:26 | 3,566,094,707,272,327 | fraud_Johnston, Nikolaus and Maggio | grocery_net | 39.79 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | b8048770326a0c3ecbee7a2939d64a7c | 1,371,013,586 | 35.164269 | -119.465084 | 0 |
1,271,108 | 2020-06-12 05:08:10 | 341,546,199,006,537 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 7.5 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | 9e7f594d1d141e077782f659c69cc04b | 1,371,013,690 | 64.701575 | -165.502098 | 0 |
1,271,109 | 2020-06-12 05:08:51 | 377,654,590,313,960 | fraud_Block-Parisian | misc_net | 22.89 | Lawrence | Davis | M | 7421 Serrano Lane Apt. 580 | Powell | TN | 37,849 | 36.0435 | -84.04 | 25,459 | Teacher, special educational needs | 1969-02-22 | c513445bf6ec46c76e17ee6c4edb39d0 | 1,371,013,731 | 36.377168 | -84.703857 | 0 |
1,271,110 | 2020-06-12 05:09:09 | 213,126,662,687,660 | fraud_Cummings Group | grocery_net | 33.29 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | 114c7b5a1e44e52fb04e15dd6200112b | 1,371,013,749 | 28.001111 | -99.303016 | 0 |
1,271,111 | 2020-06-12 05:09:19 | 4,266,200,684,857,219 | fraud_Mraz-Herzog | gas_transport | 78.63 | Joshua | Bryant | M | 5452 Patricia Inlet Apt. 280 | Nelson | NE | 68,961 | 40.201 | -98.0684 | 732 | Television/film/video producer | 1956-12-13 | 7a9994bfc049737e33e91af072df18f6 | 1,371,013,759 | 40.899983 | -98.56023 | 0 |
1,271,112 | 2020-06-12 05:09:19 | 6,540,981,358,631,302 | fraud_Heller-Langosh | gas_transport | 64.36 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | 922aa9df4d2fdcd0142567f3956e21ac | 1,371,013,759 | 42.789966 | -83.7927 | 0 |
1,271,113 | 2020-06-12 05:11:33 | 675,990,301,623 | fraud_Cartwright-Harris | grocery_pos | 146.7 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | e4a93cd770302989cf55c1ae6f544664 | 1,371,013,893 | 40.323845 | -73.80905 | 0 |
1,271,114 | 2020-06-12 05:13:28 | 180,046,617,132,290 | fraud_Schaefer, Fay and Hilll | entertainment | 7.97 | Erika | Mason | F | 083 Karen Island Apt. 656 | Goreville | IL | 62,939 | 37.575 | -88.9655 | 3,119 | Teacher, secondary school | 1942-04-17 | 026e3bdaf1c4e432fcb39f77e7e42ae3 | 1,371,014,008 | 37.862867 | -89.027898 | 0 |
1,271,115 | 2020-06-12 05:13:33 | 180,064,817,343,047 | fraud_Rau and Sons | grocery_pos | 108.95 | Patricia | Gonzalez | F | 8973 Mark Drive | Stephensport | KY | 40,170 | 37.9048 | -86.524 | 344 | Chartered public finance accountant | 1967-03-30 | 30a1046bd36dd7bd031f2d4dc739581c | 1,371,014,013 | 37.285161 | -86.413606 | 0 |
1,271,116 | 2020-06-12 05:13:49 | 213,193,596,103,206 | fraud_Haley Group | misc_pos | 38.74 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | b7addc73e9104e69252cc90ea033e9e5 | 1,371,014,029 | 46.722916 | -84.882083 | 0 |
1,271,117 | 2020-06-12 05:14:19 | 348,379,466,427,142 | fraud_Roob, Conn and Tremblay | shopping_pos | 7.23 | Michael | Rowe | M | 7428 Martinez Flats | Melbourne | FL | 32,935 | 28.1384 | -80.6524 | 139,650 | Database administrator | 1957-01-23 | fe32ce402464507b0382a467baffbe4d | 1,371,014,059 | 28.271566 | -80.194343 | 0 |
1,271,118 | 2020-06-12 05:14:24 | 4,457,732,997,086,323,700 | fraud_Schmeler, Bashirian and Price | shopping_net | 108.92 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | 5760465e5b34912e1847db3db25e4662 | 1,371,014,064 | 37.777529 | -120.502402 | 0 |
1,271,119 | 2020-06-12 05:15:53 | 30,328,384,440,870 | fraud_Luettgen PLC | gas_transport | 45.08 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | f94fbe3d772d7f643b52e34eb817efc3 | 1,371,014,153 | 39.351973 | -92.560984 | 0 |
1,271,120 | 2020-06-12 05:15:56 | 4,538,566,639,857 | fraud_Stroman, Hudson and Erdman | gas_transport | 52.3 | Jerry | Kelly | M | 3539 Mckenzie Stream | Fairview | NJ | 7,022 | 40.817 | -74 | 13,835 | Programmer, multimedia | 1967-05-28 | 6fa528bdfe81abd42a85094b49a581a2 | 1,371,014,156 | 40.261834 | -74.604186 | 0 |
1,271,121 | 2020-06-12 05:15:59 | 370,877,495,212,014 | fraud_Dickinson-Rempel | misc_pos | 137.96 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 9945a4ac853f6ddefaeea7a4193177eb | 1,371,014,159 | 35.989677 | -80.998541 | 0 |
1,271,122 | 2020-06-12 05:16:38 | 3,554,849,923,339,851 | fraud_Upton PLC | entertainment | 78.59 | John | Hudson | M | 886 Nicole Key | Stillwater | OK | 74,074 | 36.1043 | -97.0609 | 55,345 | Cabin crew | 1948-05-01 | b9d3e217726c35722b7ac533555d7703 | 1,371,014,198 | 35.761008 | -96.122194 | 0 |
1,271,123 | 2020-06-12 05:17:27 | 3,511,058,278,399,773 | fraud_Boyer PLC | shopping_net | 9.44 | Briana | Santos | F | 702 Tabitha Drive | New Goshen | IN | 47,863 | 39.5803 | -87.4616 | 205 | Engineer, mining | 1960-01-06 | 8b0378570808b1db69327e37a2f31b0f | 1,371,014,247 | 39.691878 | -87.632054 | 0 |
1,271,124 | 2020-06-12 05:17:33 | 36,078,114,201,167 | fraud_Beier-Hyatt | shopping_pos | 8.99 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 3a69b2ead35be6e2309b3baa30c8f0b8 | 1,371,014,253 | 37.517765 | -83.131441 | 0 |
1,271,125 | 2020-06-12 05:17:41 | 4,423,489,490,781,412 | fraud_Parisian and Sons | gas_transport | 54.07 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | 00ad8e3acfaf0906c5047fcac71a4359 | 1,371,014,261 | 40.718769 | -91.192201 | 0 |
1,271,126 | 2020-06-12 05:17:42 | 4,500,002,361,389 | fraud_Heller-Abshire | grocery_net | 41.54 | Joseph | Nixon | M | 86882 Desiree Camp Suite 047 | Tyaskin | MD | 21,865 | 38.2833 | -75.8465 | 470 | Music tutor | 1965-04-07 | d86553eb8fada790451c18eadb4c5b7d | 1,371,014,262 | 37.923498 | -75.812524 | 0 |
1,271,127 | 2020-06-12 05:18:01 | 4,599,285,557,366,057 | fraud_Schaefer, Maggio and Daugherty | gas_transport | 52.01 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | 42328277d105e24a1103af2a7be3b002 | 1,371,014,281 | 37.339492 | -98.078765 | 0 |
1,271,128 | 2020-06-12 05:19:37 | 4,488,258,847,705,225,700 | fraud_Kunze Inc | grocery_pos | 64.82 | Jessica | Shaw | F | 5745 Blair Locks | West Columbia | SC | 29,170 | 33.9568 | -81.1405 | 52,126 | Chemical engineer | 1929-08-23 | b0130b448d86a95f720a69c6285b3123 | 1,371,014,377 | 33.634849 | -81.167472 | 0 |
1,271,129 | 2020-06-12 05:19:37 | 4,505,383,113,689 | fraud_Bins-Rice | gas_transport | 75.17 | Alicia | Hawkins | F | 507 John Overpass Suite 424 | Harwood | MD | 20,776 | 38.8582 | -76.6145 | 3,289 | Quantity surveyor | 1933-03-15 | 72997e9b4686f4a09352962701044697 | 1,371,014,377 | 39.752621 | -75.84075 | 0 |
1,271,130 | 2020-06-12 05:22:39 | 4,514,242,065,619,750 | fraud_Harris, Gusikowski and Heaney | grocery_net | 55.51 | Janet | Carpenter | F | 9870 Collins Flat | Laramie | WY | 82,072 | 41.4247 | -105.4781 | 35,371 | Pilot, airline | 1988-09-02 | f21c4f67cdc1863c217f92bf36bb4968 | 1,371,014,559 | 41.856156 | -106.210033 | 0 |
1,271,131 | 2020-06-12 05:23:58 | 4,294,930,380,592 | fraud_Jast-McDermott | shopping_pos | 9.63 | 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 | 39ddf0a3b0ad6751e186ebfadb1019d2 | 1,371,014,638 | 37.261881 | -80.164095 | 0 |
1,271,132 | 2020-06-12 05:24:21 | 378,858,024,506,425 | fraud_Botsford Ltd | shopping_pos | 8.84 | Debra | Eaton | F | 72743 Brian Run | Paradise Valley | AZ | 85,253 | 33.5494 | -111.9565 | 17,047 | Building surveyor | 1935-01-29 | 1d6b8323fec111080704bb725667ac7f | 1,371,014,661 | 32.867034 | -111.149647 | 0 |
1,271,133 | 2020-06-12 05:25:41 | 4,306,630,852,918 | fraud_Kutch, Steuber and Gerhold | food_dining | 116.21 | Maureen | Garza | F | 169 Edward Inlet | Saint Louis | MO | 63,131 | 38.6171 | -90.4504 | 927,396 | Occupational hygienist | 1960-03-12 | a758a685770ef65904ff96f951b59aa5 | 1,371,014,741 | 39.563598 | -90.552069 | 0 |
1,271,134 | 2020-06-12 05:25:42 | 4,169,759,661,243,568 | fraud_Deckow-O'Conner | grocery_pos | 129.49 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 4aec475ee1ae48346b2505c61852c7e4 | 1,371,014,742 | 40.592938 | -75.547116 | 0 |
1,271,135 | 2020-06-12 05:26:13 | 6,011,104,316,292,105 | fraud_Cassin-Harvey | grocery_net | 58.51 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | bf9c18442c8f153359be6e63a737b04b | 1,371,014,773 | 36.936457 | -79.552246 | 0 |
1,271,136 | 2020-06-12 05:27:51 | 3,519,607,465,576,254 | fraud_Raynor, Reinger and Hagenes | gas_transport | 115.86 | Audrey | Gonzalez | F | 34180 Lopez Plaza | Fields Landing | CA | 95,537 | 40.7268 | -124.2174 | 276 | Scientist, audiological | 1929-05-06 | a714f9cba82f41cf6032e811606dd341 | 1,371,014,871 | 40.794434 | -124.487997 | 0 |
1,271,137 | 2020-06-12 05:28:01 | 6,592,243,974,328,236 | fraud_Moen, Reinger and Murphy | grocery_pos | 105.53 | Philip | Hart | M | 97405 Vazquez Plains | Montgomery | AL | 36,111 | 32.3374 | -86.2715 | 214,703 | Chemist, analytical | 1994-10-07 | 52e0551fc71ca910fbfcbdc511daa6e7 | 1,371,014,881 | 31.623766 | -86.44921 | 0 |
1,271,138 | 2020-06-12 05:28:43 | 4,658,117,080,136 | fraud_Johnson, Runolfsdottir and Mayer | misc_net | 1.42 | Dwayne | Martinez | M | 490 Baldwin Alley Apt. 468 | Crownpoint | NM | 87,313 | 35.7206 | -108.0271 | 5,662 | IT consultant | 1989-04-08 | 46aefb5484acc5b3e719087845be9cf7 | 1,371,014,923 | 36.244072 | -107.040031 | 0 |
1,271,139 | 2020-06-12 05:30:27 | 3,527,536,963,490,470 | fraud_Connelly, Reichert and Fritsch | gas_transport | 53.75 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 5a9b42d89b65efb899fe247ca24674a7 | 1,371,015,027 | 32.079308 | -80.986629 | 0 |
1,271,140 | 2020-06-12 05:30:39 | 4,428,780,983,793,657,300 | fraud_Huels-Hahn | gas_transport | 65.2 | Richard | Waters | M | 7683 Natasha Way Apt. 945 | Waukesha | WI | 53,186 | 42.9993 | -88.2196 | 95,015 | Therapist, occupational | 1946-01-02 | 7a8c5e030f067e2cc66bc3dcb81dc86f | 1,371,015,039 | 42.380662 | -88.55287 | 0 |
1,271,141 | 2020-06-12 05:31:15 | 676,281,772,837 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 1.78 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | d53aff413c4a6579181068155a44a066 | 1,371,015,075 | 29.959037 | -83.390666 | 0 |
1,271,142 | 2020-06-12 05:31:40 | 3,577,794,103,155,425 | fraud_Smitham-Boehm | grocery_net | 55.53 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | 25b274c7c9ba5d741ab42130e6c0b783 | 1,371,015,100 | 47.655956 | -97.523463 | 0 |
1,271,143 | 2020-06-12 05:32:41 | 3,582,754,887,089,201 | fraud_Gutmann-Upton | misc_pos | 8.86 | Terrance | Mckinney | M | 42965 Christopher Fords Suite 659 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Magazine features editor | 1966-08-08 | 9bf36ffc7d1a1e64bc1b9c3e4e85653a | 1,371,015,161 | 33.685762 | -92.809441 | 0 |
1,271,144 | 2020-06-12 05:33:30 | 4,653,879,239,169,997 | fraud_VonRueden Group | grocery_net | 58.37 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | 09e7bf0500a25b5b27aad7b47f37ee76 | 1,371,015,210 | 37.292493 | -85.429236 | 0 |
1,271,145 | 2020-06-12 05:33:53 | 4,839,615,922,685,395 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 157.21 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | f3cc5ebc4fb7fe772b62198a06e56b3c | 1,371,015,233 | 39.041805 | -85.991474 | 0 |
1,271,146 | 2020-06-12 05:33:57 | 180,046,617,132,290 | fraud_Reilly, Heaney and Cole | gas_transport | 84.22 | Erika | Mason | F | 083 Karen Island Apt. 656 | Goreville | IL | 62,939 | 37.575 | -88.9655 | 3,119 | Teacher, secondary school | 1942-04-17 | c37404f22241757b184e70a896a7e74b | 1,371,015,237 | 37.440792 | -89.409724 | 0 |
1,271,147 | 2020-06-12 05:34:04 | 4,914,700,582,394,237 | fraud_Heller-Langosh | gas_transport | 89.63 | John | Williams | M | 8929 Phillips Corners Suite 259 | Harmony | PA | 16,037 | 40.8496 | -80.1381 | 4,589 | Bookseller | 1956-05-01 | 65481ffb29b023d7a78b68b362696b10 | 1,371,015,244 | 41.266379 | -79.679057 | 0 |
1,271,148 | 2020-06-12 05:34:21 | 4,469,777,115,158,235,000 | fraud_Moore, Dibbert and Koepp | misc_net | 8.05 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | afa07a9af96bc6f0772ec350d8a223db | 1,371,015,261 | 43.509002 | -71.193652 | 0 |
1,271,149 | 2020-06-12 05:34:31 | 213,120,463,918,358 | fraud_Kris-Weimann | misc_net | 9.77 | Willie | Jordan | M | 529 West Key | Spearsville | LA | 71,277 | 32.955 | -92.587 | 1,758 | Psychologist, forensic | 1957-08-08 | efd8a64193ee9da73f538bb826f50c68 | 1,371,015,271 | 32.446682 | -91.994965 | 0 |
1,271,150 | 2020-06-12 05:35:20 | 4,671,727,014,157,745 | fraud_Raynor, Feest and Miller | gas_transport | 39.67 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | cbe43d7360294097872dfc5a42e78295 | 1,371,015,320 | 40.021811 | -85.170967 | 0 |
1,271,151 | 2020-06-12 05:35:35 | 3,514,865,930,894,695 | fraud_Conroy Ltd | shopping_pos | 5.96 | 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 | 1fc5bc264d539acbf546ecaf42ccbb02 | 1,371,015,335 | 32.429746 | -105.759696 | 0 |
1,271,152 | 2020-06-12 05:36:48 | 36,721,445,180,895 | fraud_Jenkins, Hauck and Friesen | gas_transport | 98.53 | Cesar | Smith | M | 901 Ariel Points | Jefferson | NY | 12,093 | 42.4999 | -74.6117 | 1,666 | Diagnostic radiographer | 1968-07-01 | a78526a2f4371a325c60970a3119332f | 1,371,015,408 | 41.577842 | -75.203707 | 0 |
1,271,153 | 2020-06-12 05:37:14 | 4,634,955,908,138,648 | fraud_Eichmann, Bogan and Rodriguez | gas_transport | 57.69 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | 6cd9f56c90bb2a0e6f6da63b76a1c239 | 1,371,015,434 | 42.251725 | -96.574898 | 0 |
1,271,154 | 2020-06-12 05:37:29 | 4,482,427,013,979,020 | fraud_Strosin-Cruickshank | grocery_pos | 123.75 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | 0d18a8308db1eaa47756ad30ab06f540 | 1,371,015,449 | 38.859601 | -82.77084 | 0 |
1,271,155 | 2020-06-12 05:37:48 | 213,156,747,557,083 | fraud_Conroy-Cruickshank | gas_transport | 53.57 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 3369fd45b83b81ba6af543659e882b14 | 1,371,015,468 | 34.858002 | -117.671074 | 0 |
1,271,156 | 2020-06-12 05:38:42 | 4,980,323,467,523,544,000 | fraud_Gerlach Inc | shopping_net | 9.27 | Patrick | Massey | M | 7812 Shane Shoals Apt. 607 | North Haverhill | NH | 3,774 | 44.0978 | -72.0191 | 1,966 | Structural engineer | 1947-10-27 | 262d15339c855fea08fd858091780468 | 1,371,015,522 | 43.809613 | -72.434256 | 0 |
1,271,157 | 2020-06-12 05:39:41 | 6,511,349,151,405,438 | fraud_Kiehn-Emmerich | grocery_pos | 150.97 | Robert | Nguyen | M | 74835 Garner Point | Ruth | NV | 89,319 | 39.3426 | -114.8859 | 450 | Interpreter | 1946-08-24 | 4ebeef6181921163417ce44b6dc7510f | 1,371,015,581 | 39.851137 | -115.535362 | 0 |
1,271,158 | 2020-06-12 05:39:42 | 4,119,762,878,330,989 | fraud_Terry, Johns and Bins | misc_pos | 1.52 | Melinda | Gutierrez | F | 1497 West Gateway | Eureka | IL | 61,530 | 40.7152 | -89.2706 | 6,713 | Archivist | 1945-08-19 | c93c81accd898a71aece52ae46447b5b | 1,371,015,582 | 40.40103 | -89.765547 | 0 |
1,271,159 | 2020-06-12 05:40:19 | 4,670,613,943,676,271 | fraud_Metz-Boehm | shopping_pos | 5.26 | Bianca | Novak | F | 0953 David Skyway | Cuthbert | GA | 39,840 | 31.7706 | -84.7936 | 5,726 | Fitness centre manager | 1947-08-14 | 27a6c98501cd47ec70bf01213d657a36 | 1,371,015,619 | 32.136649 | -84.88039 | 0 |
1,271,160 | 2020-06-12 05:40:27 | 4,500,002,361,389 | fraud_Emard Inc | gas_transport | 78.38 | Joseph | Nixon | M | 86882 Desiree Camp Suite 047 | Tyaskin | MD | 21,865 | 38.2833 | -75.8465 | 470 | Music tutor | 1965-04-07 | d88cea0dbabdf4167d9fdf1277139eb8 | 1,371,015,627 | 37.333348 | -76.425327 | 0 |
1,271,161 | 2020-06-12 05:41:24 | 213,180,742,685,905 | fraud_Lebsack and Sons | misc_net | 2.93 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 704568715686a2a8797a9e88ffaf97b1 | 1,371,015,684 | 40.188585 | -123.243345 | 0 |
1,271,162 | 2020-06-12 05:42:28 | 3,576,431,665,303,017 | fraud_Thiel PLC | misc_pos | 6.67 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 00218d9d78261a938b6970d48a215199 | 1,371,015,748 | 33.190638 | -112.532118 | 0 |
1,271,163 | 2020-06-12 05:42:30 | 630,484,879,808 | fraud_Yost, Block and Koepp | misc_pos | 38.1 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | 8728a69511b8b086d713ae94036321e4 | 1,371,015,750 | 35.888175 | -120.118683 | 0 |
1,271,164 | 2020-06-12 05:42:58 | 6,011,693,194,885,790 | fraud_Wuckert-Walter | grocery_net | 27.3 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 0df94304c7094774b6f08979f8aa2652 | 1,371,015,778 | 45.778455 | -93.523819 | 0 |
1,271,165 | 2020-06-12 05:44:13 | 2,242,542,703,101,233 | fraud_Raynor, Feest and Miller | gas_transport | 51.39 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 9247f514caa46f2a47edc47aa6518fa7 | 1,371,015,853 | 38.270748 | -86.367411 | 0 |
1,271,166 | 2020-06-12 05:45:16 | 4,003,989,662,068,504 | fraud_Connelly, Reichert and Fritsch | gas_transport | 80.84 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 44415a745a7edf1756dbf9bef4a9b8bc | 1,371,015,916 | 32.391293 | -86.430198 | 0 |
1,271,167 | 2020-06-12 05:48:08 | 2,720,012,583,106,919 | fraud_Swaniawski, Bahringer and Ledner | grocery_net | 43.76 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | e56e7780e053e2d02f8ceafe79cb7e20 | 1,371,016,088 | 42.81663 | -101.75511 | 0 |
1,271,168 | 2020-06-12 05:49:11 | 3,554,849,923,339,851 | fraud_Parisian and Sons | gas_transport | 77.81 | John | Hudson | M | 886 Nicole Key | Stillwater | OK | 74,074 | 36.1043 | -97.0609 | 55,345 | Cabin crew | 1948-05-01 | bfa5fb5fcd203e8f2f3bad9d01acf64f | 1,371,016,151 | 35.987031 | -97.106195 | 0 |
1,271,169 | 2020-06-12 05:49:12 | 3,596,217,206,093,829 | fraud_Kutch and Sons | grocery_pos | 117.54 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 78b522b8ffd88c027fa4fd04a8c50944 | 1,371,016,152 | 40.923206 | -92.811519 | 0 |
1,271,170 | 2020-06-12 05:49:47 | 4,997,733,566,924,489 | fraud_Balistreri-Nader | misc_pos | 396.2 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | ceebc0d24d7e788f3b6afd70c72e8142 | 1,371,016,187 | 44.101306 | -92.010041 | 0 |
1,271,171 | 2020-06-12 05:51:01 | 180,011,453,250,192 | fraud_Berge LLC | gas_transport | 70.26 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | b59bc4b2a4a8a6fa0d8e0d7ba291dfdb | 1,371,016,261 | 41.081544 | -90.117744 | 0 |
1,271,172 | 2020-06-12 05:52:53 | 213,173,753,804,333 | fraud_Huels-Hahn | gas_transport | 76.54 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | 490311ec776bdbe6bfba6b9d08f55ced | 1,371,016,373 | 41.802999 | -87.321589 | 0 |
1,271,173 | 2020-06-12 05:53:01 | 3,502,377,050,801,561 | fraud_Kutch, Steuber and Gerhold | food_dining | 64.16 | Kathleen | Martin | F | 659 Nicole Cove Suite 560 | New Waverly | TX | 77,358 | 30.5354 | -95.4532 | 4,993 | Scientist, biomedical | 1948-11-30 | 2950d60d710f16ade9168ae23a79e987 | 1,371,016,381 | 29.847937 | -94.965666 | 0 |
1,271,174 | 2020-06-12 05:53:27 | 180,018,375,329,178 | fraud_Schamberger-O'Keefe | grocery_pos | 198.08 | Michelle | Woods | F | 952 Joseph Throughway | Munith | MI | 49,259 | 42.3703 | -84.2485 | 2,523 | Geophysicist/field seismologist | 1988-03-21 | 5e0affdb94be01e9465984a859be5987 | 1,371,016,407 | 42.638534 | -83.769349 | 0 |
1,271,175 | 2020-06-12 05:54:38 | 675,945,690,716 | fraud_Bailey-Morar | grocery_pos | 74.87 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | a114d8ac09a5e944032903107ea16342 | 1,371,016,478 | 40.177719 | -79.960321 | 0 |
1,271,176 | 2020-06-12 05:54:57 | 4,642,255,475,285,942 | fraud_Parisian and Sons | gas_transport | 63.79 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 9460dd7eed20d7baa8f20e3c2607a425 | 1,371,016,497 | 39.743861 | -109.551199 | 0 |
1,271,177 | 2020-06-12 05:55:19 | 6,011,504,998,544,485 | fraud_Kutch-Hegmann | grocery_net | 51.62 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 460d95f0420af21bf21976df33f2d564 | 1,371,016,519 | 32.193264 | -87.353903 | 0 |
1,271,178 | 2020-06-12 05:55:22 | 377,026,671,291,680 | fraud_Johnson, Runolfsdottir and Mayer | misc_net | 198.02 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | b76b83daa65bf0642ce30e975a5cc05f | 1,371,016,522 | 36.969021 | -90.032983 | 0 |
1,271,179 | 2020-06-12 05:56:07 | 36,581,538,659,449 | fraud_Lockman, West and Runte | grocery_pos | 41.96 | Brandon | Bridges | M | 957 Miller Falls | Apison | TN | 37,302 | 35.0149 | -85.0164 | 3,730 | Occupational therapist | 1991-01-28 | f5ae35aab1f7f77c35e0ee692e91cb66 | 1,371,016,567 | 35.887915 | -85.901995 | 0 |
1,271,180 | 2020-06-12 05:56:39 | 4,681,699,462,969 | fraud_Raynor, Feest and Miller | gas_transport | 75.84 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | f99b2279bd9e4c58386af5797060c40f | 1,371,016,599 | 36.428104 | -86.204861 | 0 |
1,271,181 | 2020-06-12 05:59:14 | 3,599,237,318,576,484 | fraud_Dach-Nader | misc_net | 16.39 | Jessica | Smith | F | 06808 Ryan Valleys | Dubre | KY | 42,731 | 36.8421 | -85.5396 | 341 | Insurance risk surveyor | 1932-11-19 | 3867138f75ee74f636b19d51c62a5ecb | 1,371,016,754 | 35.97674 | -86.31112 | 0 |
1,271,182 | 2020-06-12 05:59:27 | 503,848,303,379 | fraud_Jaskolski-Vandervort | misc_net | 51.18 | Gregory | Wallace | M | 27203 Darrell Landing | Saint James City | FL | 33,956 | 26.529 | -82.0916 | 3,776 | Sport and exercise psychologist | 1976-09-12 | b952edf0f1f490f18e8c27b4a71498c9 | 1,371,016,767 | 25.573164 | -83.019918 | 0 |
1,271,183 | 2020-06-12 05:59:47 | 5,596,347,693,144,598 | fraud_Kuhn LLC | shopping_pos | 4.22 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | b9c4f370ba64a2c45aad687895f30504 | 1,371,016,787 | 30.766936 | -91.012461 | 0 |
1,271,184 | 2020-06-12 06:00:16 | 4,658,490,815,480,264 | fraud_Jast-McDermott | shopping_pos | 60.15 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 92ab760fa3afc2ff4c7bf18e89bd10db | 1,371,016,816 | 39.246277 | -80.459672 | 0 |
1,271,185 | 2020-06-12 06:02:37 | 3,553,629,419,254,918 | fraud_Bernhard Inc | gas_transport | 47.68 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | fa7eae9f741743167aba9cc79b824607 | 1,371,016,957 | 49.25469 | -121.708129 | 0 |
1,271,186 | 2020-06-12 06:02:42 | 676,298,633,337 | fraud_Harris, Gusikowski and Heaney | grocery_net | 39.55 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | dc674809314d85c0df32a8102698cbe6 | 1,371,016,962 | 39.048333 | -81.584533 | 0 |
1,271,187 | 2020-06-12 06:02:59 | 60,422,928,733 | fraud_Douglas, Schneider and Turner | shopping_pos | 7.24 | Jeffrey | Powers | M | 38352 Parrish Road Apt. 652 | North Augusta | SC | 29,860 | 33.6028 | -81.9748 | 46,944 | Secondary school teacher | 1942-04-02 | f7d0ec6eb15e2ec8ced05899dbbbbcc3 | 1,371,016,979 | 33.118018 | -81.07435 | 0 |
1,271,188 | 2020-06-12 06:03:04 | 4,998,109,455,173,950 | fraud_Pacocha-O'Reilly | grocery_pos | 200.86 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 4adb3e32fda1c56bd2aa282803aa1a83 | 1,371,016,984 | 39.282721 | -94.25254 | 0 |
1,271,189 | 2020-06-12 06:03:05 | 6,011,438,889,172,900 | fraud_Nienow, Ankunding and Collier | misc_pos | 6.43 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | 7cc44f7a72b1e6db3daa1825c9f351b6 | 1,371,016,985 | 34.188337 | -90.942482 | 0 |
1,271,190 | 2020-06-12 06:04:22 | 4,992,346,398,065,154,000 | fraud_Osinski, Ledner and Leuschke | grocery_pos | 114.03 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | 6f3f45360d98dbb2a30f8feb69f5bf99 | 1,371,017,062 | 40.429153 | -89.004556 | 0 |
1,271,191 | 2020-06-12 06:07:01 | 639,023,984,367 | fraud_Torp-Labadie | gas_transport | 79.5 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 1a33656b363016261822168fa0de7764 | 1,371,017,221 | 43.693919 | -75.159096 | 0 |
1,271,192 | 2020-06-12 06:08:32 | 630,441,765,090 | fraud_Towne LLC | misc_pos | 7.81 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | d9d5a237e7fba8af3a680e3152c1a0b9 | 1,371,017,312 | 32.207575 | -99.469239 | 0 |
1,271,193 | 2020-06-12 06:09:00 | 180,072,527,505,094 | fraud_Bins, Balistreri and Beatty | shopping_pos | 48.93 | Cody | Miller | M | 25748 John Wells | Mooresville | NC | 28,117 | 35.584 | -80.8685 | 69,793 | Control and instrumentation engineer | 1953-12-08 | 24cec82d42049ccf2e836218a6d9ade5 | 1,371,017,340 | 35.714931 | -81.742581 | 0 |
1,271,194 | 2020-06-12 06:10:28 | 3,508,104,404,056,005 | fraud_Streich, Hansen and Veum | gas_transport | 58.92 | Michael | Fisher | M | 401 Escobar Port | East Troy | WI | 53,120 | 42.8035 | -88.4092 | 9,679 | Engineer, production | 1991-04-11 | 8278ca338abce97b371f6e4ea36ac2e5 | 1,371,017,428 | 41.836198 | -87.563848 | 0 |
1,271,195 | 2020-06-12 06:10:56 | 4,223,708,906,367,574,000 | fraud_Casper, Hand and Zulauf | grocery_pos | 108.79 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | ac3b277340e7796da5e34a33323848b6 | 1,371,017,456 | 38.546414 | -84.499657 | 0 |
1,271,196 | 2020-06-12 06:11:39 | 5,388,659,976,630,693 | fraud_Kutch LLC | gas_transport | 62.69 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 7cd0acd33ffd3518324beb7036797f2d | 1,371,017,499 | 43.135112 | -90.239361 | 0 |
1,271,197 | 2020-06-12 06:12:19 | 571,465,035,400 | fraud_Lehner, Reichert and Mills | misc_pos | 30.65 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | 0a912c0686220dc93dab320dcc07b4d3 | 1,371,017,539 | 43.900549 | -108.920231 | 0 |
1,271,198 | 2020-06-12 06:12:22 | 4,128,027,264,554,082 | fraud_Goldner, Kovacek and Abbott | grocery_pos | 95.08 | Kyle | Park | M | 7507 Larry Passage Suite 859 | Mount Perry | OH | 43,760 | 39.8788 | -82.188 | 1,831 | Barrister's clerk | 1953-10-18 | 3739f42f96c3ee10352e4738bd11abd2 | 1,371,017,542 | 40.402946 | -81.874459 | 0 |
1,271,199 | 2020-06-12 06:12:31 | 4,657,269,323,674,365 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 8.78 | Alicia | Mitchell | F | 125 Kristen Dale | Grand Ridge | FL | 32,442 | 30.7148 | -85.021 | 3,699 | Art gallery manager | 1948-09-07 | 9e896a6a6d8ef2f3fdbeea7a247d7929 | 1,371,017,551 | 31.686692 | -84.345209 | 0 |
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