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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,900 | 2020-06-21 23:20:08 | 3,533,177,016,567,295 | fraud_Hills-Boyer | personal_care | 29.77 | Derek | Bentley | M | 782 Lee Crossing Apt. 209 | Weeping Water | NE | 68,463 | 40.8731 | -96.1528 | 1,517 | Dealer | 1951-11-08 | a5daa6fb8e0e08acae7b255df5d15d74 | 1,371,856,808 | 40.242989 | -95.277532 | 0 |
1,901 | 2020-06-21 23:20:27 | 630,424,987,505 | fraud_Heller PLC | health_fitness | 35.7 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | d11fbf6d8a75839067e10b663c5253e6 | 1,371,856,827 | 38.358771 | -79.274573 | 0 |
1,902 | 2020-06-21 23:20:38 | 30,442,439,074,871 | fraud_Quitzon-Goyette | home | 37.88 | Linda | Sanchez | F | 6574 William Hill Apt. 375 | Jermyn | PA | 18,433 | 41.5744 | -75.5881 | 6,508 | Training and development officer | 1981-06-22 | ae8916cedd0946032fa841e6e29c79e2 | 1,371,856,838 | 41.349396 | -76.284545 | 0 |
1,903 | 2020-06-21 23:20:38 | 4,379,260,813,815,979,500 | fraud_Beier-Hyatt | shopping_pos | 9.96 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | b1d3c0d6c7186cbfa5833c203cae622b | 1,371,856,838 | 37.640887 | -121.610259 | 0 |
1,904 | 2020-06-21 23:20:58 | 3,587,960,728,692,500 | fraud_Volkman PLC | food_dining | 3.21 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | 4acc5b3292b2ff99048090929ea14339 | 1,371,856,858 | 43.1706 | -95.302057 | 0 |
1,905 | 2020-06-21 23:21:07 | 4,610,064,888,664,703 | fraud_Rohan, White and Aufderhar | misc_net | 104.11 | Tammy | Maldonado | F | 3312 Rachel Parks Suite 474 | Stittville | NY | 13,469 | 43.2229 | -75.2899 | 847 | Systems analyst | 1996-01-11 | 65e27da5c3e9243fa00d22dc246226bc | 1,371,856,867 | 42.798203 | -74.799329 | 0 |
1,906 | 2020-06-21 23:21:44 | 4,005,676,619,255,478 | fraud_Kuhic LLC | shopping_net | 1,128.26 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | eb388ceabaf56474808664772b2d5853 | 1,371,856,904 | 30.354797 | -91.146131 | 1 |
1,907 | 2020-06-21 23:21:45 | 371,226,440,126,102 | fraud_Dare, Casper and Bartoletti | kids_pets | 152.14 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | f352abaf88418af0c54b67f7e9b5fea7 | 1,371,856,905 | 39.803267 | -89.666964 | 0 |
1,908 | 2020-06-21 23:22:33 | 371,985,236,239,474 | fraud_Bins-Howell | personal_care | 18.03 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | 231b5dfafa75b842c2bbf83ae2705198 | 1,371,856,953 | 43.121402 | -75.417785 | 0 |
1,909 | 2020-06-21 23:22:48 | 6,595,970,453,799,027 | fraud_Bradtke, Torp and Bahringer | personal_care | 31.75 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 40eb004385060bd4168f33e073cdd5d3 | 1,371,856,968 | 40.487524 | -74.021435 | 0 |
1,910 | 2020-06-21 23:22:53 | 2,358,122,155,477,959 | fraud_Beier and Sons | home | 6.45 | Mike | Tran | M | 17355 Mendoza Bypass Suite 059 | Linthicum Heights | MD | 21,090 | 39.2092 | -76.6681 | 9,784 | Conservator, furniture | 1924-10-30 | 82abe4a420afb5e4be6643d5cf153ea4 | 1,371,856,973 | 39.21164 | -76.781975 | 0 |
1,911 | 2020-06-21 23:23:15 | 30,487,648,872,433 | fraud_Gulgowski LLC | home | 5.94 | Stephanie | Crane | F | 144 Martinez Curve | Central | IN | 47,110 | 38.097 | -86.1723 | 350 | Counsellor | 1955-01-05 | e642551d0884f86f844f27a11ee46593 | 1,371,856,995 | 38.45973 | -86.878317 | 0 |
1,912 | 2020-06-21 23:23:20 | 213,136,802,746,375 | fraud_Lowe, Dietrich and Erdman | kids_pets | 88.33 | Christine | Davis | F | 736 Moss Motorway Suite 549 | Humboldt | AZ | 86,329 | 34.5189 | -112.2523 | 1,179 | Civil engineer, contracting | 1955-01-20 | 42744a022d53522b09676ef7f179d8d5 | 1,371,857,000 | 33.662513 | -112.668831 | 0 |
1,913 | 2020-06-21 23:23:23 | 3,595,192,916,105,588 | fraud_Hettinger, McCullough and Fay | home | 25.23 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | d4aec9e52d5d192b23ee8745349de467 | 1,371,857,003 | 35.623992 | -78.263237 | 0 |
1,914 | 2020-06-21 23:23:28 | 4,939,976,756,738,216 | fraud_Hauck, Dietrich and Funk | kids_pets | 78.86 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 0eadfa2772d24d9f8146cf33e1bb4efc | 1,371,857,008 | 26.623654 | -98.262925 | 0 |
1,915 | 2020-06-21 23:23:35 | 5,154,903,938,030,655 | fraud_Greenholt Ltd | health_fitness | 24.09 | Felicia | Combs | F | 825 Martinez Springs Apt. 625 | White Sulphur Springs | WV | 24,986 | 37.7827 | -80.3129 | 5,216 | Community development worker | 1993-10-05 | f53dd8a638c8a883046b753b8b536420 | 1,371,857,015 | 37.078323 | -81.240911 | 0 |
1,916 | 2020-06-21 23:23:43 | 4,536,996,888,716,062,000 | fraud_Adams-Barrows | health_fitness | 103.26 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | 6a07736deade34578f4bf0e42c71b6f8 | 1,371,857,023 | 36.602369 | -106.842313 | 0 |
1,917 | 2020-06-21 23:23:51 | 4,342,532,437,704,183 | fraud_Stiedemann Ltd | food_dining | 5.31 | Kevin | Elliott | M | 1852 Vincent Isle Suite 328 | Newark Valley | NY | 13,811 | 42.2281 | -76.1625 | 4,354 | Further education lecturer | 1994-02-16 | 8bc792a0582be76f1ad371cd5a26457c | 1,371,857,031 | 41.751243 | -76.490653 | 0 |
1,918 | 2020-06-21 23:23:55 | 3,540,862,542,587,229 | fraud_Zulauf LLC | personal_care | 2.63 | Nancy | Roach | F | 376 Brown Courts | Yellowstone National Park | WY | 82,190 | 44.7957 | -110.6137 | 369 | Materials engineer | 1941-11-16 | c5ac49af70a7eca02f2b23636b1d656c | 1,371,857,035 | 45.046616 | -110.274889 | 0 |
1,919 | 2020-06-21 23:24:05 | 180,031,190,491,743 | fraud_Metz-Boehm | shopping_pos | 92.69 | Becky | Mckinney | F | 250 Benjamin Hill Apt. 026 | Mobile | AL | 36,617 | 30.7145 | -88.0918 | 270,712 | Surveyor, land/geomatics | 1972-01-05 | 078b9491c84b1163ace49b5f68022286 | 1,371,857,045 | 31.464444 | -88.05905 | 0 |
1,920 | 2020-06-21 23:24:08 | 30,235,268,718,158 | fraud_Boehm, Predovic and Reinger | misc_pos | 28.45 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | cb986bae12320416986e4e1e96971d09 | 1,371,857,048 | 40.994684 | -73.427976 | 0 |
1,921 | 2020-06-21 23:24:19 | 3,562,264,947,797,243 | fraud_Runte, Green and Emard | health_fitness | 295.64 | Anthony | Velasquez | M | 609 Hunt Grove | Saint Francis | KY | 40,062 | 37.6047 | -85.4251 | 301 | Research officer, political party | 1967-03-17 | 5c8f974204f18b960fc39143e6286c8b | 1,371,857,059 | 37.152263 | -84.49728 | 0 |
1,922 | 2020-06-21 23:24:49 | 4,302,475,216,404,898 | fraud_Rolfson-Kunde | personal_care | 23.68 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | 70d6da0ca7d005d048f7c6eccee7af3f | 1,371,857,089 | 41.976564 | -93.864531 | 0 |
1,923 | 2020-06-21 23:25:05 | 3,511,378,610,369,890 | fraud_Nicolas, Hills and McGlynn | entertainment | 37.47 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 46d0ca920e1ff6a5e8a168c7352572f8 | 1,371,857,105 | 34.782342 | -85.7465 | 0 |
1,924 | 2020-06-21 23:25:35 | 3,502,088,871,723,054 | fraud_Kutch-Wilderman | home | 34.48 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 830d524c92f7af0fe8b52a4c7e59e421 | 1,371,857,135 | 39.574859 | -77.469364 | 0 |
1,925 | 2020-06-21 23:26:00 | 60,487,002,085 | fraud_Powlowski-Weimann | food_dining | 119.91 | David | White | M | 66234 Hall Lock Suite 758 | Jackson | MS | 39,211 | 32.3739 | -90.1293 | 233,060 | Horticulturist, commercial | 1972-08-15 | 7d12a897af1453f0d490187f5a01fe1e | 1,371,857,160 | 31.558322 | -90.813808 | 0 |
1,926 | 2020-06-21 23:26:45 | 377,993,105,397,617 | fraud_Ankunding LLC | shopping_net | 2.83 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | d4cc0b8ea9f729c529955cad46bc1145 | 1,371,857,205 | 45.61385 | -87.515501 | 0 |
1,927 | 2020-06-21 23:27:13 | 2,703,186,189,652,095 | fraud_Berge-Hills | kids_pets | 10.1 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | b5f8efe53cdd28188b71d8558d0ab160 | 1,371,857,233 | 36.93643 | -80.231585 | 0 |
1,928 | 2020-06-21 23:27:14 | 4,170,689,372,027,579 | fraud_Kozey-Kuhlman | personal_care | 3.3 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 477e22acbe4cce1f8a35b18cd3521167 | 1,371,857,234 | 36.386212 | -98.335871 | 0 |
1,929 | 2020-06-21 23:27:19 | 342,035,762,534,413 | fraud_Nienow, Barrows and Romaguera | personal_care | 5.54 | Jennifer | Carrillo | F | 334 Adam Mountains Apt. 868 | Manquin | VA | 23,106 | 37.7184 | -77.186 | 976 | Engineer, automotive | 1999-06-19 | 97eb0cddd7afb48da997642786c95a4f | 1,371,857,239 | 37.570665 | -76.688441 | 0 |
1,930 | 2020-06-21 23:27:28 | 4,169,388,510,116 | fraud_Frami Group | entertainment | 210.34 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | c80040d120f4ca8388910ef4f70edb8b | 1,371,857,248 | 43.84673 | -76.640857 | 0 |
1,931 | 2020-06-21 23:27:40 | 6,011,504,998,544,485 | fraud_Kihn-Fritsch | food_dining | 8.57 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | d6e8ee4bfc0707079d5a5ca8e257e52b | 1,371,857,260 | 31.543464 | -86.860691 | 0 |
1,932 | 2020-06-21 23:27:41 | 180,094,419,304,907 | fraud_Becker, Harris and Harvey | personal_care | 7.31 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | ae37c7877ec55dc44d850f811cd14928 | 1,371,857,261 | 34.227925 | -117.845459 | 0 |
1,933 | 2020-06-21 23:27:44 | 30,242,921,189,660 | fraud_Fritsch and Sons | health_fitness | 109.32 | Dalton | Jones | M | 3304 Hernandez Run | Afton | MI | 49,705 | 45.3637 | -84.4695 | 937 | Technical brewer | 1958-04-06 | 518c9bcf75edcaaee1b528cad330741a | 1,371,857,264 | 44.784272 | -85.216922 | 0 |
1,934 | 2020-06-21 23:28:40 | 3,533,012,926,413,100 | fraud_Kuhic LLC | shopping_net | 9.81 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | f55e08b9e6f3ad688e95e9a79703174c | 1,371,857,320 | 43.623778 | -75.122767 | 0 |
1,935 | 2020-06-21 23:29:05 | 2,720,433,095,629,877 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 9.94 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | c78d753b9a1f772556037894c6d29b0f | 1,371,857,345 | 44.359874 | -69.764966 | 0 |
1,936 | 2020-06-21 23:29:57 | 4,171,397,999,167,005 | fraud_Roob-Okuneva | health_fitness | 14.17 | Ashley | Mcdonald | F | 3160 Tina Estates Suite 234 | Marietta | SC | 29,661 | 35.0296 | -82.5136 | 5,648 | Museum/gallery exhibitions officer | 1934-10-06 | b6488ac0736223ea0a95aff641fa0340 | 1,371,857,397 | 35.588484 | -81.599065 | 0 |
1,937 | 2020-06-21 23:30:00 | 3,567,697,931,646,329 | fraud_Volkman-Predovic | shopping_net | 1.87 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 439be8723c7a5a69a16b5e2402689b49 | 1,371,857,400 | 42.171022 | -74.628191 | 0 |
1,938 | 2020-06-21 23:30:02 | 4,377,338,765,909,719 | fraud_Schroeder, Wolff and Hermiston | travel | 4.32 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | 55d3b8bc7679fb631273138f2f72837e | 1,371,857,402 | 35.428641 | -83.486086 | 0 |
1,939 | 2020-06-21 23:30:40 | 2,283,743,876,903,625 | fraud_Hayes, Marquardt and Dibbert | misc_net | 3.1 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | b74982562f29fb01c256db6d3476913c | 1,371,857,440 | 34.874435 | -83.331818 | 0 |
1,940 | 2020-06-21 23:30:58 | 3,567,697,931,646,329 | fraud_Medhurst, Labadie and Gottlieb | travel | 5.19 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 66e6839a38fe244fb3f893eb9a16e0eb | 1,371,857,458 | 42.023415 | -72.901646 | 0 |
1,941 | 2020-06-21 23:31:07 | 30,181,367,542,315 | fraud_Dare, Casper and Bartoletti | kids_pets | 122.66 | Danielle | Walker | F | 9824 Mitchell Run | Powell Butte | OR | 97,753 | 44.2415 | -121.0113 | 2,016 | Local government officer | 1953-12-25 | eb7e937634cea50ed504461715048d26 | 1,371,857,467 | 43.487761 | -120.679524 | 0 |
1,942 | 2020-06-21 23:31:15 | 4,792,627,764,422,478,000 | fraud_Morissette PLC | shopping_pos | 373.35 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | d5cc817544f93727686d06ba7beb1bf4 | 1,371,857,475 | 38.124808 | -95.876824 | 0 |
1,943 | 2020-06-21 23:31:27 | 567,868,110,212 | fraud_Stamm-Witting | shopping_net | 3.32 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | c6a1e30dbe9c9c55f89fe1b73d2e903e | 1,371,857,487 | 29.056422 | -94.531862 | 0 |
1,944 | 2020-06-21 23:31:35 | 4,092,452,671,396,169,700 | fraud_Schneider, Hayes and Nikolaus | food_dining | 19.58 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | dd7bdda1537466310475ff52b4de30f3 | 1,371,857,495 | 34.743135 | -78.537055 | 0 |
1,945 | 2020-06-21 23:32:04 | 2,252,055,259,910,912 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 45.39 | Jason | Hernandez | M | 220 Frank Gardens | Hewitt | WI | 54,441 | 44.6437 | -90.1031 | 828 | Arts development officer | 1991-08-19 | f964e192549dca95bacea8fed85669f7 | 1,371,857,524 | 43.992661 | -90.603514 | 0 |
1,946 | 2020-06-21 23:33:44 | 3,506,592,072,985,012 | fraud_Cartwright PLC | kids_pets | 5.88 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | 481f3f95a08c3fcd62c65fb9f64cd681 | 1,371,857,624 | 38.542502 | -91.343863 | 0 |
1,947 | 2020-06-21 23:34:03 | 4,536,996,888,716,062,000 | fraud_Mohr-Bayer | shopping_net | 1.62 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | 00a1dc32838eb12735babaa2e8cf5251 | 1,371,857,643 | 35.017003 | -105.665864 | 0 |
1,948 | 2020-06-21 23:34:05 | 630,484,879,808 | fraud_Lubowitz-Walter | kids_pets | 47.32 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | 62df2700d4f3133e520d4a5ce39a4164 | 1,371,857,645 | 35.539895 | -119.200726 | 0 |
1,949 | 2020-06-21 23:34:10 | 372,520,049,757,633 | fraud_Kling-Ernser | entertainment | 100.74 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 82576c182ff481c87702dcec09129e5b | 1,371,857,650 | 48.090407 | -93.896243 | 0 |
1,950 | 2020-06-21 23:34:34 | 3,533,012,926,413,100 | fraud_Schoen-Quigley | kids_pets | 60.08 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | 04942a3340a7d6239fc8a5ae2b03f15d | 1,371,857,674 | 43.429041 | -75.868154 | 0 |
1,951 | 2020-06-21 23:34:37 | 4,939,976,756,738,216 | fraud_Dooley Inc | shopping_pos | 9.07 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 12d4ef07f3e86b321ff0d97665f81a0c | 1,371,857,677 | 27.396997 | -99.848493 | 0 |
1,952 | 2020-06-21 23:34:37 | 377,234,009,633,447 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 28.55 | Theresa | Blackwell | F | 43576 Kristina Islands | Shenandoah Junction | WV | 25,442 | 39.3716 | -77.8229 | 1,925 | Systems developer | 1966-02-14 | 5b26e43917871c687a6083d09260bbf8 | 1,371,857,677 | 38.716694 | -77.602616 | 0 |
1,953 | 2020-06-21 23:34:45 | 38,859,492,057,661 | fraud_Cronin, Kshlerin and Weber | health_fitness | 42.49 | Edward | Sanchez | M | 594 White Dale Suite 530 | Malad City | ID | 83,252 | 42.1808 | -112.262 | 4,154 | Nature conservation officer | 1962-01-19 | 4caccfe029638673edcd1ccd52cfd67b | 1,371,857,685 | 41.376167 | -111.701443 | 0 |
1,954 | 2020-06-21 23:34:48 | 6,595,970,453,799,027 | fraud_Hamill-D'Amore | health_fitness | 151.8 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 4d35042e9374809aa9f2b5e4f50b264c | 1,371,857,688 | 40.653966 | -74.456638 | 0 |
1,955 | 2020-06-21 23:35:14 | 30,234,966,027,947 | fraud_Schroeder, Wolff and Hermiston | travel | 3.18 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | d6be916da5450ce6c4fb0039d40c5b97 | 1,371,857,714 | 43.088345 | -88.30689 | 0 |
1,956 | 2020-06-21 23:35:27 | 4,005,676,619,255,478 | fraud_Reichert, Rowe and Mraz | shopping_net | 931.82 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | aff46f2741b3501d32b447f842618666 | 1,371,857,727 | 30.761363 | -91.7136 | 1 |
1,957 | 2020-06-21 23:36:00 | 30,044,330,818,990 | fraud_Dietrich-Fadel | health_fitness | 98.53 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 377cc446345557ae2218f91652620def | 1,371,857,760 | 26.305974 | -80.922927 | 0 |
1,958 | 2020-06-21 23:36:15 | 4,862,293,128,558 | fraud_Douglas-White | entertainment | 22.22 | Elizabeth | Payne | F | 897 Daugherty Mission | Grassflat | PA | 16,839 | 41.0036 | -78.1104 | 489 | Pension scheme manager | 1956-09-15 | 48a0db9feed552ada336a90c41a02b18 | 1,371,857,775 | 41.655722 | -77.902414 | 0 |
1,959 | 2020-06-21 23:36:21 | 4,861,310,130,652,567,000 | fraud_Quitzon-Goyette | home | 210.08 | Ashley | Cruz | F | 65417 Walsh Radial Suite 691 | Saint Amant | LA | 70,774 | 30.2385 | -90.8435 | 10,076 | Surveyor, rural practice | 1977-12-16 | f28f7c1042b87e6659d2ea0d29b18125 | 1,371,857,781 | 29.319625 | -90.572961 | 0 |
1,960 | 2020-06-21 23:36:43 | 6,597,888,193,422,452 | fraud_Dare, Fritsch and Zboncak | health_fitness | 13.38 | Bill | Lane | M | 4725 Hurst Curve Apt. 634 | Holliday | TX | 76,366 | 33.6751 | -98.6576 | 2,317 | Chief Technology Officer | 1964-08-23 | 7e26d10593489e26da93e07ed11a68e9 | 1,371,857,803 | 33.400837 | -98.538019 | 0 |
1,961 | 2020-06-21 23:37:31 | 213,157,767,990,030 | fraud_Padberg-Sauer | home | 4.95 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 07ed21d8f0b0940bc1833a922f1797a1 | 1,371,857,851 | 40.615935 | -109.889984 | 0 |
1,962 | 2020-06-21 23:38:10 | 6,011,504,998,544,485 | fraud_Ankunding LLC | shopping_net | 7.84 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 8465b9b2d61e369fbf825874d8c0aa2b | 1,371,857,890 | 31.540664 | -87.193562 | 0 |
1,963 | 2020-06-21 23:38:18 | 6,011,504,998,544,485 | fraud_Pagac LLC | shopping_pos | 3.69 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | b49bc6bd737e0084c443135c3f9a1405 | 1,371,857,898 | 32.936128 | -87.695952 | 0 |
1,964 | 2020-06-21 23:38:58 | 4,792,627,764,422,478,000 | fraud_Goyette-Herzog | travel | 2.94 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 7d13cd9abd1ee268bd608924fc2c032c | 1,371,857,938 | 38.305043 | -95.07734 | 0 |
1,965 | 2020-06-21 23:39:10 | 38,947,654,498,698 | fraud_Schoen, Nienow and Bauch | personal_care | 32.04 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | 18669bdfbc96fdf37acaeea606d344ae | 1,371,857,950 | 39.166782 | -83.053881 | 0 |
1,966 | 2020-06-21 23:39:20 | 3,553,629,419,254,918 | fraud_Pacocha-Bauch | shopping_pos | 9.71 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 23cbbeae7df58796151935312c6c0b2f | 1,371,857,960 | 48.767963 | -122.369749 | 0 |
1,967 | 2020-06-21 23:39:41 | 180,048,185,037,117 | fraud_Zemlak, Tillman and Cremin | personal_care | 137.69 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | aa3731853dea1d615ded52cd7f3474f9 | 1,371,857,981 | 40.518022 | -75.353592 | 0 |
1,968 | 2020-06-21 23:40:26 | 4,005,676,619,255,478 | fraud_Kihn, Abernathy and Douglas | shopping_net | 983 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 8cabf98e58e2b29f7684362fea1f026c | 1,371,858,026 | 29.902451 | -91.749089 | 1 |
1,969 | 2020-06-21 23:41:17 | 373,905,417,449,658 | fraud_Johns Inc | entertainment | 131.5 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 8043ae8158e37f86e18e13da6c8abbb9 | 1,371,858,077 | 31.034911 | -98.493232 | 0 |
1,970 | 2020-06-21 23:41:30 | 6,539,653,032,686,894 | fraud_Swaniawski, Nitzsche and Welch | health_fitness | 51.2 | Samuel | Short | M | 23383 Denise Pine Apt. 099 | Sacramento | CA | 95,842 | 38.6865 | -121.3494 | 757,530 | Soil scientist | 1966-09-19 | 41d7ce6eb7e9af0166d1fc3278223848 | 1,371,858,090 | 39.002148 | -121.972243 | 0 |
1,971 | 2020-06-21 23:41:37 | 573,860,193,545 | fraud_Kuhic LLC | shopping_net | 5.18 | Cristian | Jones | M | 0423 Kirby Field Suite 623 | Wilmette | IL | 60,091 | 42.0765 | -87.7246 | 27,020 | Trade mark attorney | 1986-07-23 | 12a9f8a0d63ab67b5878004d14c7c0f1 | 1,371,858,097 | 41.281619 | -86.859499 | 0 |
1,972 | 2020-06-21 23:41:58 | 371,985,236,239,474 | fraud_Jacobi Inc | health_fitness | 33.57 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | cab6f3265ab3ad8e029490cf3f81bcef | 1,371,858,118 | 43.736848 | -74.784611 | 0 |
1,973 | 2020-06-21 23:42:07 | 6,011,542,681,743,618 | fraud_Stark-Batz | entertainment | 38.2 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | 96cd7656f00705d7455682668f2cbeb8 | 1,371,858,127 | 38.202618 | -78.923818 | 0 |
1,974 | 2020-06-21 23:42:38 | 372,509,258,176,510 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 1.75 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 1355f30c674c3853f23bfb1484c3fa7c | 1,371,858,158 | 42.341938 | -84.079092 | 0 |
1,975 | 2020-06-21 23:43:03 | 676,173,792,455 | fraud_Gislason Group | travel | 5.17 | Brittany | Cox | F | 07177 William Dale Apt. 547 | Santa Monica | CA | 90,403 | 34.0287 | -118.4924 | 92,043 | Civil engineer, contracting | 1961-04-25 | bb4bdec7e48eb403dc13914f921beb45 | 1,371,858,183 | 33.408394 | -117.734123 | 0 |
1,976 | 2020-06-21 23:44:45 | 30,238,755,902,988 | fraud_Streich Ltd | home | 15.46 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 96fcc401410044081f37b097c9e20bc6 | 1,371,858,285 | 29.717333 | -98.269962 | 0 |
1,977 | 2020-06-21 23:45:13 | 6,011,382,886,333,463 | fraud_Ziemann-Waters | health_fitness | 6.07 | Martin | Duarte | M | 6251 Payne Flats Apt. 581 | Luzerne | MI | 48,636 | 44.6001 | -84.2931 | 864 | General practice doctor | 1942-05-04 | 490768ee880d5269ec9854a4de699657 | 1,371,858,313 | 44.234549 | -83.64632 | 0 |
1,978 | 2020-06-21 23:45:31 | 4,601,636,330,889 | fraud_Nicolas, Hills and McGlynn | entertainment | 6.03 | Mark | Rivera | M | 383 Contreras Hills Suite 658 | Humble | TX | 77,338 | 30.0041 | -95.2825 | 194,500 | Tax adviser | 1990-12-18 | 9e8e3f6aa33b18b1bda8b76d27b440ee | 1,371,858,331 | 29.599628 | -95.433866 | 0 |
1,979 | 2020-06-21 23:45:34 | 4,979,422,371,139,333 | fraud_Schulist Ltd | food_dining | 15.23 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | a408218d3d15d51e36e5bc842ac9a96b | 1,371,858,334 | 41.652587 | -99.826486 | 0 |
1,980 | 2020-06-21 23:45:37 | 630,441,765,090 | fraud_Kub-Heaney | health_fitness | 3.97 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | 523eb02608a2252abb23f88fa98e3338 | 1,371,858,337 | 31.10215 | -98.374267 | 0 |
1,981 | 2020-06-21 23:45:45 | 30,551,643,947,183 | fraud_Erdman-Schaden | personal_care | 23.69 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 764e5df79475dafb0cd321683aaa0bb0 | 1,371,858,345 | 35.406833 | -81.083972 | 0 |
1,982 | 2020-06-21 23:45:56 | 3,577,578,023,716,568 | fraud_Heathcote LLC | shopping_net | 2.4 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | f7cc0f7ad459bc9b1d1eeeef8a04be49 | 1,371,858,356 | 40.679331 | -81.448999 | 0 |
1,983 | 2020-06-21 23:46:21 | 4,926,376,199,189,801 | fraud_Wuckert, Wintheiser and Friesen | home | 82.54 | Claire | Davis | F | 83685 Matthew Center Suite 870 | Cherokee Village | AR | 72,529 | 36.3011 | -91.5281 | 4,726 | Pharmacologist | 1977-06-07 | d7a96cffd36ef253a76cb76085b1927d | 1,371,858,381 | 37.102458 | -91.525293 | 0 |
1,984 | 2020-06-21 23:46:25 | 377,113,842,678,100 | fraud_Eichmann-Kilback | home | 15.79 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 1cbff8a7beaa3f2d250a1f1300485fa7 | 1,371,858,385 | 39.36789 | -75.637601 | 0 |
1,985 | 2020-06-21 23:46:28 | 6,547,670,341,037,171 | fraud_Berge-Hills | kids_pets | 50.28 | Bryce | Joseph | M | 148 Baker Field | Chester Heights | PA | 19,017 | 39.8839 | -75.4669 | 348 | Management consultant | 1945-05-05 | ccc4d3184023915fd8d5beb92d4e024d | 1,371,858,388 | 39.611936 | -74.925592 | 0 |
1,986 | 2020-06-21 23:46:50 | 371,226,440,126,102 | fraud_Kozey-Kuhlman | personal_care | 20.57 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | 81e50d77e4f91065a76b97e6c05cfe19 | 1,371,858,410 | 38.517919 | -88.791023 | 0 |
1,987 | 2020-06-21 23:47:21 | 3,583,793,405,872,580 | fraud_Dare, Fritsch and Zboncak | health_fitness | 19.95 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 7d130ce360bcbbbe43373b1bf1f0a419 | 1,371,858,441 | 34.271697 | -98.742719 | 0 |
1,988 | 2020-06-21 23:47:52 | 377,026,671,291,680 | fraud_Goyette, Howell and Collier | shopping_pos | 5.52 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | d4d95b15250adb4695185e6acf3a9760 | 1,371,858,472 | 38.015184 | -90.215185 | 0 |
1,989 | 2020-06-21 23:48:05 | 675,945,690,716 | fraud_Kozey-Kuhlman | personal_care | 163.49 | Ellen | Smith | F | 285 George Lake | Beaver Falls | PA | 15,010 | 40.7687 | -80.3592 | 28,425 | Podiatrist | 2000-06-09 | 90b9ee2d6b106676737344389294ead7 | 1,371,858,485 | 41.540327 | -79.948232 | 0 |
1,990 | 2020-06-21 23:48:31 | 4,906,628,655,840,914,000 | fraud_Heaney-Marquardt | entertainment | 29.78 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | 41d48c20706178d6ae2db346321be566 | 1,371,858,511 | 24.082254 | -81.644011 | 0 |
1,991 | 2020-06-21 23:48:32 | 30,199,621,383,748 | fraud_Goldner-Lemke | entertainment | 205.82 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | d582e18b304451780750a79becd78420 | 1,371,858,512 | 32.691938 | -96.496754 | 0 |
1,992 | 2020-06-21 23:48:40 | 3,500,969,075,198,072 | fraud_Bahringer-Streich | food_dining | 36.99 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 4eec4239e56aba3dd8653a8c9a209b8e | 1,371,858,520 | 47.382283 | -116.340825 | 0 |
1,993 | 2020-06-21 23:48:43 | 3,583,635,130,604,947 | fraud_Heaney-Marquardt | entertainment | 46.93 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 0b01caece7461da614e87cc5527bfc03 | 1,371,858,523 | 40.018141 | -74.785727 | 0 |
1,994 | 2020-06-21 23:49:13 | 676,369,110,710 | fraud_Waelchi Inc | kids_pets | 20.42 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 3cb1772c9cd885d1a6f747d1e6c952fb | 1,371,858,553 | 42.443288 | -83.600238 | 0 |
1,995 | 2020-06-21 23:49:25 | 345,933,964,507,467 | fraud_O'Hara-Wilderman | food_dining | 2.64 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | db9609979b2c8c9af5c60a02448895ac | 1,371,858,565 | 38.579881 | -74.49333 | 0 |
1,996 | 2020-06-21 23:49:36 | 4,607,072,969,078,276 | fraud_Streich, Rolfson and Wilderman | kids_pets | 86.23 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | a58c8deeb72c9ee7646c741a58ce7c26 | 1,371,858,576 | 35.069578 | -97.572451 | 0 |
1,997 | 2020-06-21 23:49:49 | 6,011,504,998,544,485 | fraud_Boehm, Predovic and Reinger | misc_pos | 36.13 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 9fbee0d9611b6a85b824bdfd1b3acd13 | 1,371,858,589 | 33.010868 | -86.798841 | 0 |
1,998 | 2020-06-21 23:49:58 | 374,656,033,243,756 | fraud_Hickle Group | shopping_pos | 3.32 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | ac50f5323801477384fc7a129736c99c | 1,371,858,598 | 38.787164 | -77.216642 | 0 |
1,999 | 2020-06-21 23:50:33 | 38,530,489,946,071 | fraud_Bernhard-Lesch | food_dining | 7.08 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | 01e950b58e869d295e490e2ccda89d22 | 1,371,858,633 | 34.33141 | -82.67154 | 0 |
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