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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11,000 | 2020-06-24 14:49:04 | 4,671,727,014,157,745 | fraud_Marvin-Lind | personal_care | 54.11 | Kenneth | Edwards | M | 3653 Ryan Crossroad | Andrews | IN | 46,702 | 40.8618 | -85.6067 | 2,304 | Retail banker | 1955-07-25 | dd4fe29522101f7fcd96ae31ecf0a112 | 1,372,085,344 | 40.343203 | -86.122833 | 0 |
11,001 | 2020-06-24 14:49:16 | 4,451,952,084,362,894 | fraud_Windler, Goodwin and Kovacek | home | 73.11 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 6737a30b7ce5cb565cf07f998c6c0a84 | 1,372,085,356 | 34.26542 | -102.386835 | 0 |
11,002 | 2020-06-24 14:49:28 | 4,469,777,115,158,235,000 | fraud_Pacocha-Bauch | shopping_pos | 7.76 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 22b4137f29ecbedfb3541f88ebcc4b3c | 1,372,085,368 | 42.12857 | -71.517785 | 0 |
11,003 | 2020-06-24 14:49:29 | 346,273,234,529,002 | fraud_Goyette-Gerhold | kids_pets | 11.93 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | bd0f8828a704211d21662099d021dc98 | 1,372,085,369 | 38.091945 | -81.402253 | 0 |
11,004 | 2020-06-24 14:49:39 | 377,113,842,678,100 | fraud_Armstrong, Walter and Gottlieb | food_dining | 250.91 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | abaa3836220047f0aae2df84910a4645 | 1,372,085,379 | 39.094552 | -75.702514 | 0 |
11,005 | 2020-06-24 14:50:33 | 4,826,655,832,045,236 | fraud_Goyette-Gerhold | kids_pets | 74.84 | Tami | Forbes | F | 5204 Robinson Plaza Suite 897 | Barnstable | MA | 2,630 | 41.6983 | -70.3001 | 1,850 | Counselling psychologist | 1963-12-29 | f65718f9b26b1ee6f77c7b0c43c630e8 | 1,372,085,433 | 40.782952 | -69.326251 | 0 |
11,006 | 2020-06-24 14:51:30 | 6,011,388,901,471,808 | fraud_Skiles LLC | home | 18.7 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | 4edd829c729fa324ecae112f65c6b301 | 1,372,085,490 | 39.533146 | -79.009272 | 0 |
11,007 | 2020-06-24 14:51:53 | 371,985,236,239,474 | fraud_Windler LLC | kids_pets | 11.46 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | 86ae7de0473a625bfa660921c88a61e5 | 1,372,085,513 | 43.205391 | -74.889985 | 0 |
11,008 | 2020-06-24 14:52:15 | 30,175,986,190,993 | fraud_Howe PLC | entertainment | 170.06 | Rebecca | Butler | F | 0665 Lisa Alley | Winger | MN | 56,592 | 47.5375 | -95.9941 | 516 | Applications developer | 1966-06-07 | 26980ffdc819027d1419180cb3a96f00 | 1,372,085,535 | 46.84935 | -96.286601 | 0 |
11,009 | 2020-06-24 14:52:29 | 675,909,898,057 | fraud_Denesik, Powlowski and Pouros | home | 136.51 | Christopher | Henry | M | 1198 Robert Stravenue Apt. 479 | Armonk | NY | 10,504 | 41.136 | -73.7009 | 7,987 | Television/film/video producer | 1964-03-16 | 3d339cc85968095505980116151568e0 | 1,372,085,549 | 40.140397 | -73.974078 | 0 |
11,010 | 2020-06-24 14:52:40 | 30,343,344,410,970 | fraud_Ullrich Ltd | kids_pets | 58.01 | Jacob | Dawson | M | 663 Anna Plaza | Marienville | PA | 16,239 | 41.4622 | -79.1306 | 4,172 | Copywriter, advertising | 1962-03-20 | 7307eb3a0fc7917fb45a298a8758f44f | 1,372,085,560 | 41.189951 | -79.670028 | 0 |
11,011 | 2020-06-24 14:53:04 | 630,412,733,309 | fraud_Baumbach Ltd | personal_care | 48.65 | Heather | Stanton | F | 445 Jerry Lights Apt. 081 | Republic | MI | 49,879 | 46.368 | -87.9938 | 1,038 | Armed forces training and education officer | 1964-04-22 | c5cd51f5e607046afdfd140e1eb3c35c | 1,372,085,584 | 46.245434 | -87.968273 | 0 |
11,012 | 2020-06-24 14:56:13 | 6,011,104,316,292,105 | fraud_Kovacek Ltd | travel | 8.07 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | e4ca5fc5d77f54a6b2c40a5b10e695cd | 1,372,085,773 | 36.310319 | -78.646366 | 0 |
11,013 | 2020-06-24 14:56:14 | 180,056,173,248,083 | fraud_Wilkinson LLC | personal_care | 8.98 | Larry | Warner | M | 145 Jeffrey Key Suite 668 | Lakeview | MI | 48,850 | 43.4269 | -85.2924 | 4,474 | Emergency planning/management officer | 1976-01-15 | 4c98ce8e83d8ea5f8c3164ccbebe0e9b | 1,372,085,774 | 42.761245 | -84.765197 | 0 |
11,014 | 2020-06-24 14:56:28 | 213,126,662,687,660 | fraud_Watsica, Haag and Considine | shopping_pos | 8.06 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | ed61064bb8f5d8c938af5dcb02df9643 | 1,372,085,788 | 27.320317 | -99.021206 | 0 |
11,015 | 2020-06-24 14:57:30 | 30,235,268,718,158 | fraud_Deckow-Dare | food_dining | 1.69 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | 2babdda2ce8cb39cc5ef1213173ae148 | 1,372,085,850 | 42.039951 | -73.715516 | 0 |
11,016 | 2020-06-24 14:57:33 | 3,590,736,522,064,285 | fraud_Terry Ltd | home | 59.2 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 530faf92fcb2a6439cdb55e6c3e0711a | 1,372,085,853 | 34.558466 | -92.606326 | 0 |
11,017 | 2020-06-24 14:57:41 | 4,482,427,013,979,020 | fraud_Thompson-Gleason | health_fitness | 13.96 | Leslie | Ford | F | 4938 Hatfield Course | Henderson | WV | 25,106 | 38.8265 | -82.1364 | 642 | Building services engineer | 1946-08-30 | 1b1b48593996965c2043e619769eb96f | 1,372,085,861 | 38.530598 | -81.799481 | 0 |
11,018 | 2020-06-24 14:57:43 | 6,011,109,736,646,996 | fraud_Tromp Group | travel | 7.69 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | 7d8b92ec8c54c586da1d69b73a6b0c27 | 1,372,085,863 | 33.970335 | -77.860943 | 0 |
11,019 | 2020-06-24 14:58:15 | 3,527,536,963,490,470 | fraud_Lesch Ltd | shopping_pos | 1.38 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | f1756a196c52133354fefddd2e2418f3 | 1,372,085,895 | 33.176309 | -81.43972 | 0 |
11,020 | 2020-06-24 14:59:13 | 6,011,399,591,920,186 | fraud_Hilpert-Conroy | kids_pets | 5.38 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | bd50f7cb88f431ab7f6d562b6f40e83e | 1,372,085,953 | 42.074813 | -72.554183 | 0 |
11,021 | 2020-06-24 15:00:00 | 6,011,860,238,257,910 | fraud_Wilkinson LLC | personal_care | 30.28 | Lisa | Mendez | F | 44259 Beth Station Suite 215 | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Programme researcher, broadcasting/film/video | 1952-07-06 | 33522a28c12a64000f7095bed2db64ea | 1,372,086,000 | 35.810326 | -97.081571 | 0 |
11,022 | 2020-06-24 15:00:07 | 6,011,652,924,285,713 | fraud_Cruickshank-Mills | entertainment | 135.85 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 6f97c2c889d89cf427d9a449c9ef090f | 1,372,086,007 | 38.705229 | -93.679099 | 0 |
11,023 | 2020-06-24 15:01:09 | 341,283,058,448,499 | fraud_Graham, Hegmann and Hammes | food_dining | 19.26 | Mario | Johns | M | 62130 Miller Square Suite 785 | Brinson | GA | 39,825 | 30.9788 | -84.7373 | 1,461 | Engineer, broadcasting (operations) | 1935-09-08 | 3de5e95b2dd64169e4c34781b8ef5082 | 1,372,086,069 | 30.333942 | -84.249578 | 0 |
11,024 | 2020-06-24 15:01:46 | 213,157,767,990,030 | fraud_Haley, Batz and Auer | health_fitness | 60.15 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 752dba4b5b09a988d54600f639ac3de8 | 1,372,086,106 | 41.911462 | -108.324899 | 0 |
11,025 | 2020-06-24 15:02:13 | 4,586,810,168,620,942 | fraud_Kilback LLC | food_dining | 7.2 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | c3e44482b1f11780f69ab1ad858560b0 | 1,372,086,133 | 33.426411 | -81.032334 | 0 |
11,026 | 2020-06-24 15:02:58 | 30,230,540,139,182 | fraud_Hermiston, Russel and Price | food_dining | 53.07 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | ad8b7bc963ef75a9414eaa8be88d63b3 | 1,372,086,178 | 41.709631 | -77.25077 | 0 |
11,027 | 2020-06-24 15:03:28 | 676,102,124,465 | fraud_Padberg-Rogahn | entertainment | 19.19 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | bb2f874835735ccf831928c3ac1bbace | 1,372,086,208 | 39.03133 | -122.750741 | 0 |
11,028 | 2020-06-24 15:05:09 | 377,113,842,678,100 | fraud_Berge-Ullrich | home | 114.07 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 6880d2764c2d75190f3ce87656cf3247 | 1,372,086,309 | 39.623533 | -74.511066 | 0 |
11,029 | 2020-06-24 15:05:27 | 4,642,894,980,163 | fraud_Dooley-Thompson | misc_net | 3.14 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 87b944a3a9422b7e2723191daa1e1a70 | 1,372,086,327 | 39.991648 | -95.874694 | 0 |
11,030 | 2020-06-24 15:07:07 | 4,810,839,835,482,794,000 | fraud_Kemmer-Buckridge | misc_pos | 5.76 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | 931ba020b34b759893e2ac79fba3e193 | 1,372,086,427 | 37.750903 | -94.685007 | 0 |
11,031 | 2020-06-24 15:08:47 | 4,710,792,708,725,663 | fraud_Hermiston, Pacocha and Smith | health_fitness | 97.95 | Justin | Bell | M | 954 Green Wall | Churubusco | IN | 46,723 | 41.229 | -85.3244 | 7,692 | Research officer, trade union | 1986-12-13 | 4c7c31742d20309ae69972a9c9b4a21d | 1,372,086,527 | 41.418865 | -84.530684 | 0 |
11,032 | 2020-06-24 15:09:35 | 4,209,696,857,872,688,600 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 3.18 | Sarah | Bell | F | 6963 Russell Causeway Suite 231 | Galatia | IL | 62,935 | 37.8274 | -88.6235 | 1,943 | Restaurant manager, fast food | 1971-10-19 | 7a0f5768e50838074be9226192412f21 | 1,372,086,575 | 37.880084 | -87.710535 | 0 |
11,033 | 2020-06-24 15:09:39 | 4,223,708,906,367,574,000 | fraud_Koss, Hansen and Lueilwitz | home | 88.95 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | 4192d89a8be8cda5aa61a7b161085dda | 1,372,086,579 | 39.195721 | -83.838756 | 0 |
11,034 | 2020-06-24 15:10:25 | 343,746,486,082,492 | fraud_Schuppe-Schuppe | food_dining | 43.52 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | 88d9b1f61e22e1ee7bd8055558f57dd1 | 1,372,086,625 | 44.965413 | -85.529848 | 0 |
11,035 | 2020-06-24 15:11:00 | 2,266,735,643,685,262 | fraud_Quitzon-Goyette | home | 46.95 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | a981a27f767edee88d9b8df036ccde1a | 1,372,086,660 | 34.63157 | -85.615909 | 0 |
11,036 | 2020-06-24 15:11:13 | 6,011,348,830,550,197 | fraud_Medhurst PLC | shopping_net | 9.55 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 2386b7a5f842bff83a44a5ec6d46c934 | 1,372,086,673 | 33.351747 | -86.109707 | 0 |
11,037 | 2020-06-24 15:11:20 | 3,567,879,740,649,740 | fraud_Lowe, Dietrich and Erdman | kids_pets | 44.45 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | 6d2825eca4ad19b23b5d2f65bb919d55 | 1,372,086,680 | 44.575233 | -76.273441 | 0 |
11,038 | 2020-06-24 15:12:09 | 567,868,110,212 | fraud_Koss, McLaughlin and Mayer | food_dining | 29.53 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 3d625cc3a29ffa35ffb1fc4565cd8348 | 1,372,086,729 | 29.923292 | -95.964381 | 0 |
11,039 | 2020-06-24 15:13:16 | 676,248,282,243 | fraud_Homenick LLC | personal_care | 12.62 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | d35e0baed27d3d0d0b88d161c3c07d6d | 1,372,086,796 | 27.642566 | -81.437798 | 0 |
11,040 | 2020-06-24 15:14:52 | 3,527,536,963,490,470 | fraud_White and Sons | home | 37.19 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | acd495a529c41c4be0636de00528141a | 1,372,086,892 | 33.163824 | -81.684869 | 0 |
11,041 | 2020-06-24 15:16:09 | 4,935,858,973,307,492 | fraud_Beer-Jast | kids_pets | 44.83 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | 3a4ec333e0a50d03bac8511e744f6bfc | 1,372,086,969 | 33.416617 | -82.636771 | 0 |
11,042 | 2020-06-24 15:17:16 | 3,556,613,125,071,656 | fraud_Greenholt Ltd | health_fitness | 97.63 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | d25631223f9eb37b2ff32b6a156c320a | 1,372,087,036 | 29.856041 | -95.089801 | 0 |
11,043 | 2020-06-24 15:17:40 | 4,792,627,764,422,478,000 | fraud_Watsica, Haag and Considine | shopping_pos | 221.49 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 0064123d16ed00a08a275abbd37e23ad | 1,372,087,060 | 38.977348 | -94.355278 | 0 |
11,044 | 2020-06-24 15:17:50 | 2,286,236,465,059,468 | fraud_Ledner, Hartmann and Feest | health_fitness | 34.32 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | f9dcfc1bedf82403abc93c8134d6436e | 1,372,087,070 | 38.12241 | -94.585779 | 0 |
11,045 | 2020-06-24 15:18:11 | 2,286,236,465,059,468 | fraud_Waters-Cruickshank | health_fitness | 6.95 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | 34b5498cdb67b244e527a240e62b4873 | 1,372,087,091 | 38.94624 | -94.259163 | 0 |
11,046 | 2020-06-24 15:19:53 | 4,147,608,975,828,480 | fraud_Reichel, Bradtke and Blanda | travel | 4.78 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | a41ddb08f15d450f4936093ecd16a2ab | 1,372,087,193 | 44.316411 | -94.921912 | 0 |
11,047 | 2020-06-24 15:19:56 | 3,512,365,128,314,616 | fraud_Kilback LLC | food_dining | 16.44 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 36a6dc9e28c0d3c614b836b00e5166a6 | 1,372,087,196 | 38.691696 | -90.684788 | 0 |
11,048 | 2020-06-24 15:21:01 | 4,906,628,655,840,914,000 | fraud_Jakubowski Inc | home | 31.26 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | bcc8018411b3e8105e488f21240f49e1 | 1,372,087,261 | 25.194742 | -82.0469 | 0 |
11,049 | 2020-06-24 15:22:10 | 4,710,792,708,725,663 | fraud_Price Inc | shopping_net | 9.93 | Justin | Bell | M | 954 Green Wall | Churubusco | IN | 46,723 | 41.229 | -85.3244 | 7,692 | Research officer, trade union | 1986-12-13 | 7baa063eda7c2b719790049989ec6291 | 1,372,087,330 | 41.511272 | -85.461912 | 0 |
11,050 | 2020-06-24 15:22:38 | 4,208,110,975,550,360,000 | fraud_Metz, Russel and Metz | kids_pets | 57.9 | David | Bonilla | M | 82073 Jessica Camp | West Green | GA | 31,567 | 31.6143 | -82.7243 | 782 | Audiological scientist | 1982-01-16 | 818d1ce020e90e89ba58827431f087ec | 1,372,087,358 | 32.45144 | -82.62693 | 0 |
11,051 | 2020-06-24 15:23:27 | 5,289,285,402,893,489 | fraud_Schumm, McLaughlin and Carter | food_dining | 2.5 | Amanda | Adams | F | 08580 Jeremy Falls | Bay City | OR | 97,107 | 45.5197 | -123.8761 | 1,530 | Colour technologist | 1986-11-24 | b64252440982166dd7f57af3b78b69b2 | 1,372,087,407 | 46.08836 | -124.650277 | 0 |
11,052 | 2020-06-24 15:24:08 | 371,985,236,239,474 | fraud_Dickinson Ltd | personal_care | 35.37 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | da1fd174efc09e6b428ee0b9c1d7cf15 | 1,372,087,448 | 42.261867 | -75.505381 | 0 |
11,053 | 2020-06-24 15:25:27 | 3,512,365,128,314,616 | fraud_Boehm, Block and Jakubowski | misc_pos | 28.09 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | eaab5be9d67252cb912f88ea1154aae9 | 1,372,087,527 | 38.204835 | -90.011935 | 0 |
11,054 | 2020-06-24 15:26:08 | 6,011,104,316,292,105 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 6.98 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | a9cdc2d58966798ce702dc335fdcaa61 | 1,372,087,568 | 37.437226 | -77.751302 | 0 |
11,055 | 2020-06-24 15:26:11 | 639,023,984,367 | fraud_Connelly PLC | food_dining | 2.63 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 54f1540e532ef7df190b48d4174d3c7c | 1,372,087,571 | 45.419231 | -75.679653 | 0 |
11,056 | 2020-06-24 15:27:23 | 4,292,743,669,224,718,000 | fraud_Brown, Homenick and Lesch | health_fitness | 109.5 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 877290be67230de77cbeb0c7e17542fa | 1,372,087,643 | 38.101183 | -77.113786 | 0 |
11,057 | 2020-06-24 15:27:55 | 4,957,924,165,498 | fraud_Hills, Hegmann and Schaefer | health_fitness | 64.01 | Alan | Parsons | M | 0547 Russell Ford Suite 574 | Kirk | CO | 80,824 | 39.6171 | -102.4776 | 207 | Network engineer | 1955-12-04 | 62d0c3c27f44cdf3bbc4a2ce2e2e4b2e | 1,372,087,675 | 39.681252 | -102.836103 | 0 |
11,058 | 2020-06-24 15:28:10 | 676,102,124,465 | fraud_Cormier LLC | health_fitness | 91.47 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 3a1f95c37d65a0caf27bb5ac34e90f43 | 1,372,087,690 | 38.11946 | -123.154684 | 0 |
11,059 | 2020-06-24 15:28:24 | 30,235,268,718,158 | fraud_Mante, Luettgen and Hackett | health_fitness | 28.22 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | bd9dea5dda2dfd7b8faebde306062aab | 1,372,087,704 | 40.166622 | -73.390028 | 0 |
11,060 | 2020-06-24 15:29:06 | 6,011,109,736,646,996 | fraud_Kling-Ernser | entertainment | 11.36 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | fe7d300cf1d0ccf717b818b3b3c52b75 | 1,372,087,746 | 33.39346 | -77.323171 | 0 |
11,061 | 2020-06-24 15:29:26 | 30,197,398,657,930 | fraud_Bogisich-Weimann | kids_pets | 135.56 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | f7153e2d91bec4ce3833155f35b61f15 | 1,372,087,766 | 35.158449 | -78.548306 | 0 |
11,062 | 2020-06-24 15:29:57 | 6,534,628,260,579,800 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 2.94 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | cfd74a2ab5938b886e9c42d572c6183d | 1,372,087,797 | 43.720466 | -72.894227 | 0 |
11,063 | 2020-06-24 15:31:09 | 4,102,003,771,126,577,700 | fraud_Dare, Fritsch and Zboncak | health_fitness | 39.5 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | ee635b7804733dfb089596213853d165 | 1,372,087,869 | 32.253802 | -96.78284 | 0 |
11,064 | 2020-06-24 15:31:30 | 6,011,367,958,204,270 | fraud_Botsford and Sons | home | 81.01 | Tammy | Ayers | F | 1652 James Mews | Hinckley | OH | 44,233 | 41.2419 | -81.7453 | 7,646 | Medical sales representative | 1988-09-15 | 9b56f6ad278a6663123a01ffb914ad82 | 1,372,087,890 | 40.732421 | -81.307293 | 0 |
11,065 | 2020-06-24 15:31:35 | 639,023,984,367 | fraud_Nicolas, Hills and McGlynn | entertainment | 13.41 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 2605e2f4edf4b61cce948244c175c821 | 1,372,087,895 | 45.207849 | -75.139144 | 0 |
11,066 | 2020-06-24 15:31:35 | 4,736,845,434,667,908,000 | fraud_Goyette-Gerhold | kids_pets | 50.89 | Toni | Gomez | F | 062 Carl Dam | Altona | NY | 12,910 | 44.8816 | -73.6408 | 2,148 | Surveyor, land/geomatics | 1953-05-23 | 7549fee6e3f53cfda1a2848588b13592 | 1,372,087,895 | 44.85998 | -73.302844 | 0 |
11,067 | 2020-06-24 15:32:58 | 376,656,886,990,758 | fraud_Cremin, Hamill and Reichel | misc_pos | 1.09 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | 86e1f1b1a3ea97c878fab9c7da958054 | 1,372,087,978 | 30.206321 | -95.042617 | 0 |
11,068 | 2020-06-24 15:33:09 | 342,319,985,983,023 | fraud_Larson, Quitzon and Spencer | travel | 515.31 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | af3e2821c3f64105356cfc23533f1cc1 | 1,372,087,989 | 42.560812 | -74.568956 | 0 |
11,069 | 2020-06-24 15:33:28 | 6,011,104,316,292,105 | fraud_Donnelly LLC | entertainment | 131.47 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | c8862777afb298cc4cacc9cbddf58253 | 1,372,088,008 | 36.011611 | -79.151436 | 0 |
11,070 | 2020-06-24 15:33:37 | 4,755,696,071,492 | fraud_Bednar Inc | travel | 1.36 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 1f9e0013e71ba9a87a3c17a1c89f4e8e | 1,372,088,017 | 32.304501 | -96.098052 | 0 |
11,071 | 2020-06-24 15:33:52 | 4,179,719,215,697,782 | fraud_Reynolds-Schinner | misc_pos | 9.24 | Belinda | Jimenez | F | 6807 Jacob Skyway Apt. 331 | Rockwell | IA | 50,469 | 43.0032 | -93.2167 | 1,574 | Scientist, audiological | 1982-12-27 | 76ea905708436664913465652fab9865 | 1,372,088,032 | 42.41272 | -93.66294 | 0 |
11,072 | 2020-06-24 15:34:07 | 30,248,898,834,493 | fraud_Koss, McLaughlin and Mayer | food_dining | 34.28 | 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 | ddd4c00c04f91a76dc305a8795494db4 | 1,372,088,047 | 31.214985 | -98.380972 | 0 |
11,073 | 2020-06-24 15:35:28 | 4,957,924,165,498 | fraud_Hettinger, McCullough and Fay | home | 28.77 | Alan | Parsons | M | 0547 Russell Ford Suite 574 | Kirk | CO | 80,824 | 39.6171 | -102.4776 | 207 | Network engineer | 1955-12-04 | 291b2e82d13a5df0f289654f41eefca9 | 1,372,088,128 | 39.764169 | -102.327157 | 0 |
11,074 | 2020-06-24 15:36:31 | 30,092,964,733,035 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 2.21 | Jessica | Terry | F | 6412 Elizabeth Gardens Suite 633 | Maysville | KY | 41,056 | 38.6207 | -83.8067 | 14,228 | Advertising account executive | 1971-03-26 | b71e4060b2a684cc5a56e2d613dddc6b | 1,372,088,191 | 37.725992 | -82.953182 | 0 |
11,075 | 2020-06-24 15:36:48 | 4,067,137,330,196,900 | fraud_Cormier LLC | health_fitness | 24.3 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | fe3b09c07013fbb6cc7b346aac3e1aa9 | 1,372,088,208 | 34.314653 | -88.464432 | 0 |
11,076 | 2020-06-24 15:37:34 | 6,011,693,194,885,790 | fraud_Emmerich-Rau | personal_care | 3.29 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 13cae15bbe27066acf1b37398f34f681 | 1,372,088,254 | 46.383965 | -93.114203 | 0 |
11,077 | 2020-06-24 15:38:34 | 676,298,633,337 | fraud_Bode-Rempel | kids_pets | 46.29 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | f8b91f603320b15e2d9ad1b333e1e6be | 1,372,088,314 | 40.027901 | -80.002899 | 0 |
11,078 | 2020-06-24 15:42:18 | 3,557,442,674,264,531 | fraud_Jast and Sons | food_dining | 18.62 | Angela | Edwards | F | 486 Wilkins Pines | Lithopolis | OH | 43,136 | 39.8013 | -82.8125 | 460 | Lecturer, higher education | 2004-06-19 | 18cfc250eb0a28c07497269399e4398e | 1,372,088,538 | 40.639829 | -82.044745 | 0 |
11,079 | 2020-06-24 15:42:18 | 180,011,453,250,192 | fraud_Ledner, Hartmann and Feest | health_fitness | 72.94 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | bd926a129f61cd2a18b7eb7464a1e58b | 1,372,088,538 | 41.610943 | -90.263482 | 0 |
11,080 | 2020-06-24 15:44:32 | 372,520,049,757,633 | fraud_Boyer-Haley | travel | 1.18 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | f0f2b6da7964aaa5ea3f628b68f018e9 | 1,372,088,672 | 48.046251 | -94.28286 | 0 |
11,081 | 2020-06-24 15:45:09 | 4,800,395,067,176,717 | fraud_Beier and Sons | home | 73.74 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | 4ffd4959206834a71c61b8c5eb6a9737 | 1,372,088,709 | 42.217257 | -96.18385 | 0 |
11,082 | 2020-06-24 15:46:08 | 4,806,443,445,305 | fraud_Collier LLC | home | 82.81 | Eric | Patel | M | 69459 Rachel Prairie Apt. 850 | Ironton | OH | 45,638 | 38.5294 | -82.6654 | 21,635 | Geochemist | 2001-07-10 | 259da7e3035596ad3192e7f8306c301f | 1,372,088,768 | 38.981981 | -82.79841 | 0 |
11,083 | 2020-06-24 15:47:53 | 4,646,845,581,490,336,000 | fraud_Ernser-Feest | home | 16.87 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | f236132fca9d2e3125c1fbd9bd7a4b40 | 1,372,088,873 | 41.462332 | -74.024885 | 0 |
11,084 | 2020-06-24 15:48:26 | 4,451,952,084,362,894 | fraud_Champlin and Sons | home | 79.52 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | da8c245261130346624988d12cc65a17 | 1,372,088,906 | 35.404105 | -101.993033 | 0 |
11,085 | 2020-06-24 15:49:34 | 3,526,826,139,003,047 | fraud_Altenwerth-Kilback | home | 60.78 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | 2753ae329d143a3839c5e414855d3f71 | 1,372,088,974 | 43.928065 | -84.773173 | 0 |
11,086 | 2020-06-24 15:49:37 | 4,210,078,554,961,359,000 | fraud_Kub PLC | personal_care | 40.57 | Valerie | Clark | F | 7402 West Ranch | Lowell | OR | 97,452 | 43.921 | -122.7806 | 1,420 | Systems analyst | 1965-11-11 | 12d39f2ef998fcb21c3196903a27a86b | 1,372,088,977 | 44.584054 | -121.895313 | 0 |
11,087 | 2020-06-24 15:50:48 | 5,388,659,976,630,693 | fraud_Cronin, Kshlerin and Weber | health_fitness | 24.58 | Charles | Preston | M | 5364 William Harbor | Seneca | WI | 54,654 | 43.2064 | -90.9405 | 153 | Quantity surveyor | 1962-02-14 | 87b3f91a2a9d4e68f9530de7e763b513 | 1,372,089,048 | 43.448199 | -90.818349 | 0 |
11,088 | 2020-06-24 15:51:02 | 340,953,839,692,349 | fraud_Runte, Green and Emard | health_fitness | 8.29 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | 3fdb8c965e785039f214c87cebb8c6ab | 1,372,089,062 | 42.729042 | -83.150358 | 0 |
11,089 | 2020-06-24 15:51:23 | 342,952,484,382,519 | fraud_Schmeler, Bashirian and Price | shopping_net | 2.88 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 3be7c7f58cd44c16292777c6bdedd1b4 | 1,372,089,083 | 41.862853 | -73.356149 | 0 |
11,090 | 2020-06-24 15:52:14 | 6,011,542,681,743,618 | fraud_Auer-West | shopping_net | 3.82 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | 568a25fff4262f061d7dc0d4ffdbb767 | 1,372,089,134 | 38.481674 | -78.23663 | 0 |
11,091 | 2020-06-24 15:52:47 | 6,011,399,591,920,186 | fraud_Goyette-Gerhold | kids_pets | 52.35 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | f61ac9033cd83e9095d5e8c9a60ea654 | 1,372,089,167 | 42.902366 | -73.016345 | 0 |
11,092 | 2020-06-24 15:53:48 | 30,551,643,947,183 | fraud_Spencer PLC | entertainment | 158.68 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | b2ee618421e56420e9a5b004f97c8906 | 1,372,089,228 | 35.453145 | -81.7424 | 0 |
11,093 | 2020-06-24 15:54:34 | 180,042,946,491,150 | fraud_Schaefer Ltd | kids_pets | 13.38 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | fc5c7269efdc254d1bf7dc99e7bef9bf | 1,372,089,274 | 27.983427 | -82.813481 | 0 |
11,094 | 2020-06-24 15:55:13 | 213,114,122,496,591 | fraud_Treutel-King | travel | 7.26 | Jeremy | Perry | M | 797 Jennifer Loop Suite 634 | Minnesota Lake | MN | 56,068 | 43.8295 | -93.8282 | 1,087 | Music tutor | 1963-07-14 | 5a8c7528e61776ae163e6979dadc336f | 1,372,089,313 | 43.107104 | -94.099593 | 0 |
11,095 | 2020-06-24 15:55:40 | 4,755,696,071,492 | fraud_Reinger, Weissnat and Strosin | food_dining | 39.03 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 02143fa22e769714bce904da57ab625f | 1,372,089,340 | 32.84181 | -95.717509 | 0 |
11,096 | 2020-06-24 15:56:03 | 4,897,067,971,111,210,000 | fraud_Beier and Sons | home | 49.01 | 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 | cba6331846cb04e79cb8b15d802f700e | 1,372,089,363 | 27.791463 | -82.09104 | 0 |
11,097 | 2020-06-24 15:56:59 | 371,985,236,239,474 | fraud_Kris-Kertzmann | travel | 2.67 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | 78b8e44a16ba800831ecfb3d2b77fc47 | 1,372,089,419 | 43.146585 | -75.928236 | 0 |
11,098 | 2020-06-24 15:57:17 | 4,725,673,654,161,314 | fraud_Zulauf LLC | personal_care | 8.66 | Alex | White | M | 874 Fred Knolls Apt. 609 | Orient | NY | 11,957 | 41.1437 | -72.2879 | 743 | Video editor | 1968-09-19 | aea633227ea231fb84f14a63c82481ae | 1,372,089,437 | 41.676293 | -72.667591 | 0 |
11,099 | 2020-06-24 15:57:48 | 4,186,530,744,674 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 7.46 | Casey | Howell | F | 374 Christopher Ramp Suite 855 | Blackville | SC | 29,817 | 33.3645 | -81.2718 | 4,913 | Technical brewer | 1966-11-10 | 4c5fdcb70180c2c89096ee0aafe7661d | 1,372,089,468 | 33.509671 | -80.901823 | 0 |
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