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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,500 | 2019-01-01 16:24:46 | 4,681,601,008,538,160 | fraud_Stark-Koss | home | 29.55 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | f3543d7c6ede37fe5e441cfb986a2a23 | 1,325,435,086 | 39.816418 | -79.951722 | 0 |
1,501 | 2019-01-01 16:25:01 | 3,567,697,931,646,329 | fraud_Crooks and Sons | personal_care | 12.73 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | c7ca1bde7958d3978f3e4eb6f84cf42d | 1,325,435,101 | 41.973698 | -74.07224 | 0 |
1,502 | 2019-01-01 16:25:54 | 6,011,360,759,745,864 | fraud_Waelchi Inc | kids_pets | 52.54 | Steven | Williams | M | 231 Flores Pass Suite 720 | Edinburg | VA | 22,824 | 38.8432 | -78.6003 | 6,018 | Designer, multimedia | 1947-08-21 | 51a6f1c7574dc28cdf3c2aea2dac3aac | 1,325,435,154 | 39.565855 | -78.800059 | 0 |
1,503 | 2019-01-01 16:26:09 | 180,014,262,259,255 | fraud_Eichmann-Kilback | home | 47.58 | Brianna | Page | F | 0043 Henry Plaza | Brantley | AL | 36,009 | 31.571 | -86.2743 | 2,566 | Exercise physiologist | 1958-06-26 | 0cd2aff599108e9181a408f2d131b7ea | 1,325,435,169 | 31.016027 | -86.418705 | 0 |
1,504 | 2019-01-01 16:26:25 | 630,423,337,322 | fraud_Hermann-Gaylord | misc_pos | 1.93 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 04a953c9601dd378f92d2b77c342e436 | 1,325,435,185 | 49.002189 | -117.977232 | 0 |
1,505 | 2019-01-01 16:27:08 | 38,588,538,868,506 | fraud_Kihn-Fritsch | food_dining | 5.85 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | 31e32371d287fddbca4336bd765c3527 | 1,325,435,228 | 29.902355 | -103.280619 | 0 |
1,506 | 2019-01-01 16:27:13 | 5,359,543,825,610,251 | fraud_Graham, Hegmann and Hammes | food_dining | 15.26 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | ce81251dc0f49ea86b6d29adc8f41586 | 1,325,435,233 | 44.908141 | -111.704371 | 0 |
1,507 | 2019-01-01 16:28:20 | 3,517,527,805,128,735 | fraud_McGlynn-Jaskolski | misc_pos | 6.11 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | 7e7b9a36bce06689b28c781ed142e962 | 1,325,435,300 | 41.310639 | -87.741547 | 0 |
1,508 | 2019-01-01 16:28:53 | 3,583,793,405,872,580 | fraud_Hoppe, Harris and Bednar | entertainment | 23.77 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 81ff8891534e9bb6bc9310aac8c72acc | 1,325,435,333 | 34.967822 | -98.663291 | 0 |
1,509 | 2019-01-01 16:28:54 | 213,163,860,545,705 | fraud_Effertz LLC | entertainment | 91.99 | Mark | Tyler | M | 82201 Bradley Radial Suite 703 | Avera | GA | 30,803 | 33.141 | -82.515 | 741 | Claims inspector/assessor | 1986-04-28 | 3f0fd866159a54b06f56569bb1c203ab | 1,325,435,334 | 33.74242 | -81.515909 | 0 |
1,510 | 2019-01-01 16:29:03 | 2,712,209,726,293,386 | fraud_Kozey-Boehm | shopping_net | 31.09 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | 1135790a94fe09eef7772f2dfdff0fd3 | 1,325,435,343 | 29.873982 | -90.996523 | 0 |
1,511 | 2019-01-01 16:29:08 | 180,046,765,320,457 | fraud_Bahringer, Bergnaum and Quitzon | home | 202.33 | Jared | Camacho | M | 4257 Perez Mall | Canton | OH | 44,702 | 40.8027 | -81.3739 | 192,805 | Building control surveyor | 1963-06-30 | 8484c0ab19cef576e95bc386200e0d25 | 1,325,435,348 | 41.332132 | -81.074956 | 0 |
1,512 | 2019-01-01 16:29:55 | 6,011,893,664,860,915 | fraud_Heathcote LLC | shopping_net | 411.05 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | bff0c5ee21e4b589f90bcbb9abfcfde9 | 1,325,435,395 | 39.944739 | -105.08224 | 0 |
1,513 | 2019-01-01 16:30:44 | 6,011,504,998,544,485 | fraud_Armstrong, Walter and Gottlieb | food_dining | 14.37 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 72add251c4b30c398ad5f0ffc645914c | 1,325,435,444 | 31.704381 | -85.900607 | 0 |
1,514 | 2019-01-01 16:31:01 | 6,011,399,591,920,186 | fraud_Lubowitz-Walter | kids_pets | 48.43 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | fb78676320beda4e755a2b994d7015a7 | 1,325,435,461 | 42.580186 | -73.030354 | 0 |
1,515 | 2019-01-01 16:31:19 | 4,181,833,256,558,614,000 | fraud_Bernier and Sons | kids_pets | 10.29 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | ba1bdd81bb234a2eafca791594c3d125 | 1,325,435,479 | 37.103273 | -104.868111 | 0 |
1,516 | 2019-01-01 16:31:34 | 30,371,006,069,917 | fraud_Moore, Williamson and Emmerich | home | 40.46 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 8be439ceab60bcd609cced1eb8bf01dc | 1,325,435,494 | 39.061886 | -88.980412 | 0 |
1,517 | 2019-01-01 16:31:50 | 6,547,670,341,037,171 | fraud_Bernier and Sons | kids_pets | 48.87 | Bryce | Joseph | M | 148 Baker Field | Chester Heights | PA | 19,017 | 39.8839 | -75.4669 | 348 | Management consultant | 1945-05-05 | 476c1c8b1083c42378ab1e7d2bd5d0ce | 1,325,435,510 | 39.695677 | -75.241299 | 0 |
1,518 | 2019-01-01 16:32:11 | 343,472,729,187,663 | fraud_Bode-Rempel | kids_pets | 18.68 | Gloria | Wallace | F | 234 Bridges Wells Apt. 389 | Center Tuftonboro | NH | 3,816 | 43.6849 | -71.2551 | 1,368 | Optician, dispensing | 1971-08-05 | 52c273253d9af8988b9fe097d0ab2ad5 | 1,325,435,531 | 43.623055 | -70.883078 | 0 |
1,519 | 2019-01-01 16:33:14 | 30,197,398,657,930 | fraud_Hermiston, Russel and Price | food_dining | 51.36 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | 7bad4a7f885b6ee17161e58d3197cced | 1,325,435,594 | 35.46775 | -79.101584 | 0 |
1,520 | 2019-01-01 16:33:45 | 676,234,256,292 | fraud_Schuppe-Schuppe | food_dining | 61.27 | David | Vasquez | M | 06539 Gregory Mountains Suite 029 | Parker Dam | CA | 92,267 | 34.298 | -114.156 | 126 | Marketing executive | 1992-10-07 | ad977aa6040309df99a46b3465fa6c16 | 1,325,435,625 | 34.88857 | -113.371163 | 0 |
1,521 | 2019-01-01 16:34:04 | 4,060,579,726,528,237 | fraud_Hyatt-Blick | travel | 8.5 | Steven | Sanders | M | 25955 Amy Via | Ozawkie | KS | 66,070 | 39.2136 | -95.4404 | 2,661 | Theatre director | 1948-11-14 | 7a59f4576d71899f8f1382b6a72c07b1 | 1,325,435,644 | 39.845751 | -95.984998 | 0 |
1,522 | 2019-01-01 16:34:11 | 180,068,353,086,472 | fraud_Jewess LLC | shopping_pos | 1.22 | Melissa | Flores | F | 7529 Carter Well Suite 262 | Huntington Beach | CA | 92,648 | 33.6773 | -118.0051 | 190,249 | Therapist, horticultural | 1976-09-17 | 69bc46dc47a88dbf98c0a1a40387f91f | 1,325,435,651 | 33.455845 | -117.478793 | 0 |
1,523 | 2019-01-01 16:34:15 | 2,235,613,922,823,698 | fraud_Schiller, Blanda and Johnson | home | 49.92 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 56ac3225fcd5e39df0ab2c8baa40b277 | 1,325,435,655 | 43.010935 | -105.691642 | 0 |
1,524 | 2019-01-01 16:34:19 | 675,990,301,623 | fraud_Bins, Balistreri and Beatty | shopping_pos | 187.26 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 9f0e65e83950cf6b4ea8f47d98ef9d1a | 1,325,435,659 | 40.661551 | -75.0871 | 0 |
1,525 | 2019-01-01 16:34:27 | 5,152,054,598,359,927 | fraud_Carroll PLC | health_fitness | 28.19 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 6da44e01eb880f7b0d692e05ef393a16 | 1,325,435,667 | 29.529684 | -89.772569 | 0 |
1,526 | 2019-01-01 16:34:54 | 501,899,453,424 | fraud_Lemke and Sons | travel | 8.29 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 40b6c6556c2e742d257a8898d722e818 | 1,325,435,694 | 33.839534 | -86.636807 | 0 |
1,527 | 2019-01-01 16:35:10 | 4,822,367,783,500,458 | fraud_Stark-Koss | home | 12.28 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | 5650d2aa28a95def319493fd2efad875 | 1,325,435,710 | 27.749298 | -81.937618 | 0 |
1,528 | 2019-01-01 16:35:34 | 4,904,681,492,230,012 | fraud_Schoen-Quigley | kids_pets | 17.85 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | b45c1c871162b1b82726eaa005eec299 | 1,325,435,734 | 41.484738 | -73.627432 | 0 |
1,529 | 2019-01-01 16:35:50 | 4,170,689,372,027,579 | fraud_Kub PLC | personal_care | 3.52 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 92f38ad6b8a8f932ea28b455ae7fabe4 | 1,325,435,750 | 35.097853 | -97.246687 | 0 |
1,530 | 2019-01-01 16:35:54 | 347,073,228,412,010 | fraud_Treutel-King | travel | 456.68 | Ryan | Johnson | M | 40178 Lisa Mission | Alva | WY | 82,711 | 44.6873 | -104.4414 | 110 | Administrator, local government | 1973-05-16 | 899fd5b8df85eef2c5fb022958703f02 | 1,325,435,754 | 44.310055 | -103.74118 | 0 |
1,531 | 2019-01-01 16:36:40 | 3,587,044,315,915,002 | fraud_Walter, Hettinger and Kessler | personal_care | 82.91 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | cb5accb474ed68344dedb216c1997680 | 1,325,435,800 | 34.241221 | -88.568124 | 0 |
1,532 | 2019-01-01 16:37:05 | 2,297,447,006,766,555 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 14.94 | Laura | Walker | F | 611 Michael Rue | Cisco | IL | 61,830 | 39.9972 | -88.6962 | 478 | Landscape architect | 1960-01-13 | 0f899673463f6bf23ce3b98148aa2699 | 1,325,435,825 | 39.392252 | -89.285979 | 0 |
1,533 | 2019-01-01 16:37:08 | 6,538,441,737,335,434 | fraud_Stamm-Rodriguez | misc_pos | 267.29 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 3b2996f5b5833d0d46637dfff4cdb2a2 | 1,325,435,828 | 41.599926 | -79.943045 | 0 |
1,534 | 2019-01-01 16:37:09 | 4,634,955,908,138,648 | fraud_Fadel-Hilpert | health_fitness | 79.25 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | 1b73146443084b5b63bea2b43404c8ea | 1,325,435,829 | 42.374139 | -96.310345 | 0 |
1,535 | 2019-01-01 16:37:10 | 6,011,382,886,333,463 | fraud_Altenwerth-Kilback | home | 47.56 | Martin | Duarte | M | 6251 Payne Flats Apt. 581 | Luzerne | MI | 48,636 | 44.6001 | -84.2931 | 864 | General practice doctor | 1942-05-04 | 28f0f4fc75ced1a79715366c93144038 | 1,325,435,830 | 45.419457 | -84.259784 | 0 |
1,536 | 2019-01-01 16:37:11 | 4,229,733,778,084,049 | fraud_Renner Ltd | home | 18.25 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | dc5ae05e3534604eb1296b5bd0f80001 | 1,325,435,831 | 37.653961 | -86.594497 | 0 |
1,537 | 2019-01-01 16:37:29 | 3,504,178,999,463,051 | fraud_Feil-Morar | health_fitness | 171.36 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | cf787bd826eca6a40c6265b8981bcb44 | 1,325,435,849 | 41.709843 | -84.918362 | 0 |
1,538 | 2019-01-01 16:37:42 | 4,060,579,726,528,237 | fraud_Waelchi Inc | kids_pets | 22.46 | Steven | Sanders | M | 25955 Amy Via | Ozawkie | KS | 66,070 | 39.2136 | -95.4404 | 2,661 | Theatre director | 1948-11-14 | c5539faa3a1b3f44a3ca5ad63e0cd990 | 1,325,435,862 | 39.967263 | -95.245269 | 0 |
1,539 | 2019-01-01 16:37:45 | 4,292,743,669,224,718,000 | fraud_Schmeler Inc | misc_pos | 1.92 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 4f8c049e869dc6026501e0dc43b34e5a | 1,325,435,865 | 38.221834 | -75.823788 | 0 |
1,540 | 2019-01-01 16:37:53 | 345,933,964,507,467 | fraud_Torphy-Goyette | shopping_pos | 7.27 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 507699b904a4a996e4daf97cc72051c5 | 1,325,435,873 | 37.765245 | -74.744653 | 0 |
1,541 | 2019-01-01 16:38:02 | 676,102,124,465 | fraud_Padberg-Sauer | home | 59.22 | Natasha | Mclaughlin | F | 8699 Lindsay Ford Apt. 486 | Napa | CA | 94,558 | 38.4549 | -122.2564 | 94,014 | Airline pilot | 1985-08-21 | 6e0303af2aa3dd5fade680d84da27bb6 | 1,325,435,882 | 38.450723 | -123.250999 | 0 |
1,542 | 2019-01-01 16:39:07 | 4,906,628,655,840,914,000 | fraud_Kutch-Ferry | home | 4.29 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | c89a6ba5bba09e3ca1d3ea0ba093c10d | 1,325,435,947 | 24.597147 | -80.713068 | 0 |
1,543 | 2019-01-01 16:39:40 | 30,030,380,240,193 | fraud_Kutch, Steuber and Gerhold | food_dining | 51.7 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | 7249b5199960cc7f1434487fd131a374 | 1,325,435,980 | 30.316025 | -98.401682 | 0 |
1,544 | 2019-01-01 16:40:13 | 4,292,743,669,224,718,000 | fraud_Runte-Mohr | food_dining | 11.64 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 695e55692db13504a470672294fa5ae4 | 1,325,436,013 | 39.040992 | -75.587654 | 0 |
1,545 | 2019-01-01 16:41:24 | 3,596,217,206,093,829 | fraud_Schuppe LLC | entertainment | 85.85 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 82301dbf95bb75dc132bd8b8bbc15424 | 1,325,436,084 | 40.181746 | -91.092957 | 0 |
1,546 | 2019-01-01 16:42:39 | 2,229,824,890,647,120 | fraud_Rolfson-Kunde | personal_care | 51.99 | Walter | Blair | M | 44951 Williams Brooks | Pearlington | MS | 39,572 | 30.2508 | -89.6011 | 1,414 | Therapist, occupational | 1958-02-17 | c2a0d33e692b81a95b63ffec3454705e | 1,325,436,159 | 29.572057 | -90.344172 | 0 |
1,547 | 2019-01-01 16:43:18 | 502,049,568,400 | fraud_Beer-Jast | kids_pets | 8.51 | Daniel | Melton | M | 6157 Nichols Mews | Marion | CT | 6,444 | 41.7918 | -72.7188 | 370 | Health service manager | 1962-02-13 | a0e168147eebe7a797553669288f8bac | 1,325,436,198 | 41.614307 | -73.518681 | 0 |
1,548 | 2019-01-01 16:44:22 | 30,364,087,349,027 | fraud_Medhurst Inc | home | 10.56 | Samuel | Sandoval | M | 0005 Morrison Land | Mounds | OK | 74,047 | 35.8896 | -96.0887 | 7,163 | Fitness centre manager | 1982-02-05 | a3c4bb35f7ad29bb19429af1fab4195e | 1,325,436,262 | 36.38768 | -95.687072 | 0 |
1,549 | 2019-01-01 16:44:42 | 6,011,693,194,885,790 | fraud_Bogisich-Homenick | misc_net | 7.3 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 1e4466d1c174b068c592f23cff67c65e | 1,325,436,282 | 46.179194 | -93.180019 | 0 |
1,550 | 2019-01-01 16:45:32 | 371,226,440,126,102 | fraud_Schiller, Blanda and Johnson | home | 10.22 | 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 | 0d8d67a997dd659a3c8b7178db86267c | 1,325,436,332 | 38.28428 | -88.991982 | 0 |
1,551 | 2019-01-01 16:46:45 | 4,646,845,581,490,336,000 | fraud_Cormier LLC | health_fitness | 45.2 | Julia | Bell | F | 576 House Crossroad | West Sayville | NY | 11,796 | 40.732 | -73.1 | 4,056 | Film/video editor | 1990-06-25 | f0fe0dfd1d364221ae2a0b1afded875a | 1,325,436,405 | 41.538688 | -72.806524 | 0 |
1,552 | 2019-01-01 16:47:23 | 3,595,111,028,444,131 | fraud_Bernier and Sons | kids_pets | 97.96 | Jeffery | Sanders | M | 5278 Sarah Station Apt. 009 | Cardwell | MO | 63,829 | 36.0434 | -90.2907 | 1,120 | Television floor manager | 1957-04-17 | a7c6bd71ba9e2038ef2afcab2d3bfc9a | 1,325,436,443 | 36.739953 | -89.332348 | 0 |
1,553 | 2019-01-01 16:49:04 | 30,551,643,947,183 | fraud_White and Sons | home | 51 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 43e0d689e3f856a4c85e6e16e9e70375 | 1,325,436,544 | 36.167798 | -82.043961 | 0 |
1,554 | 2019-01-01 16:49:17 | 4,129,767,952,109,660 | fraud_Watsica, Haag and Considine | shopping_pos | 8.41 | Cheryl | Ballard | F | 248 James Squares Apt. 838 | Halstad | MN | 56,548 | 47.3551 | -96.798 | 771 | Scientist, audiological | 1972-06-14 | 6436d95f8f7f366d64640895b0e1c6a4 | 1,325,436,557 | 48.184529 | -96.404368 | 0 |
1,555 | 2019-01-01 16:49:39 | 342,952,484,382,519 | fraud_Fritsch and Sons | health_fitness | 69.41 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 84a7b04c7647e5cea172d92ba2970f78 | 1,325,436,579 | 41.738052 | -72.499344 | 0 |
1,556 | 2019-01-01 16:50:27 | 378,904,938,837,132 | fraud_Konopelski, Schneider and Hartmann | food_dining | 94.33 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | c7f5c8e8e3e9709d98c2573553a9f3ef | 1,325,436,627 | 36.559645 | -99.40771 | 0 |
1,557 | 2019-01-01 16:50:29 | 6,593,939,509,150,446 | fraud_Jast Ltd | shopping_net | 88.69 | Margaret | Ward | F | 244 Jeffery Rapids | Azusa | CA | 91,702 | 34.1248 | -117.9031 | 59,705 | Civil Service fast streamer | 1983-06-23 | 517bbd506df8515bfde0af5a2bc4d827 | 1,325,436,629 | 34.564306 | -117.01043 | 0 |
1,558 | 2019-01-01 16:51:07 | 30,092,964,733,035 | fraud_Kulas Group | health_fitness | 21.41 | Jessica | Terry | F | 6412 Elizabeth Gardens Suite 633 | Maysville | KY | 41,056 | 38.6207 | -83.8067 | 14,228 | Advertising account executive | 1971-03-26 | 47648858a12536e0475b3900f95ac353 | 1,325,436,667 | 37.975572 | -83.632635 | 0 |
1,559 | 2019-01-01 16:51:12 | 4,792,627,764,422,478,000 | fraud_Dickinson Ltd | personal_care | 34.71 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | fc53dae0cf2c9931a1f624d3d63d01a2 | 1,325,436,672 | 39.088078 | -95.644161 | 0 |
1,560 | 2019-01-01 16:52:08 | 3,501,942,333,500,073 | fraud_Bauch-Blanda | entertainment | 43.08 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | 69d6f735577db17b34204f41129aa20c | 1,325,436,728 | 34.523171 | -112.625043 | 0 |
1,561 | 2019-01-01 16:52:19 | 4,634,955,908,138,648 | fraud_Hermann and Sons | shopping_pos | 8.67 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | e9d4e1c3379a39dfa1cd55e8e07ad2f9 | 1,325,436,739 | 42.117141 | -97.087965 | 0 |
1,562 | 2019-01-01 16:52:19 | 2,720,012,583,106,919 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 55.07 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | d9514bcb39d1ed1eca9ee8aefe3449f8 | 1,325,436,739 | 43.152404 | -101.898975 | 0 |
1,563 | 2019-01-01 16:52:19 | 341,546,199,006,537 | fraud_Nicolas, Hills and McGlynn | entertainment | 31.86 | Mark | Brown | M | 8580 Moore Cove | Wales | AK | 99,783 | 64.7556 | -165.6723 | 145 | Administrator, education | 1939-11-09 | c730db7af4201581d8f0dd3d28b2a12a | 1,325,436,739 | 64.82883 | -164.989426 | 0 |
1,564 | 2019-01-01 16:53:06 | 4,379,260,813,815,979,500 | fraud_Pouros, Walker and Spencer | kids_pets | 58.8 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | 7c41dec270008662553ffc24bbf6afa7 | 1,325,436,786 | 36.96582 | -122.854634 | 0 |
1,565 | 2019-01-01 16:53:34 | 2,703,186,189,652,095 | fraud_Ruecker-Mayert | kids_pets | 114.79 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | fadb4dafef079a1a0381360bbe80b3c0 | 1,325,436,814 | 35.083586 | -80.625951 | 0 |
1,566 | 2019-01-01 16:53:53 | 6,011,348,830,550,197 | fraud_Wiza, Schaden and Stark | misc_pos | 12.17 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | a3d8888e496bc6a54f4657806efc5e2c | 1,325,436,833 | 33.790273 | -87.779067 | 0 |
1,567 | 2019-01-01 16:53:55 | 372,509,258,176,510 | fraud_Hintz, Bauch and Smith | health_fitness | 2.69 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 2717609edce5db769a8307feddcd190d | 1,325,436,835 | 42.711656 | -84.135445 | 0 |
1,568 | 2019-01-01 16:54:18 | 4,355,790,796,238,265,000 | fraud_Schimmel-Olson | kids_pets | 48.3 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | a7535dc8bab1da51fb843d1f96ee9ebf | 1,325,436,858 | 40.798211 | -91.791974 | 0 |
1,569 | 2019-01-01 16:54:21 | 3,566,373,869,538,620 | fraud_Sporer-Keebler | personal_care | 2.38 | Steven | Castaneda | M | 46809 Toni Flat Suite 216 | Lamy | NM | 87,540 | 35.4311 | -105.9409 | 923 | Public relations account executive | 1964-06-22 | c978732b9663a0b9411430e2ab60eb4e | 1,325,436,861 | 35.717327 | -106.154266 | 0 |
1,570 | 2019-01-01 16:54:52 | 340,953,839,692,349 | fraud_Hirthe-Beier | health_fitness | 21.88 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | a4a2139a4a114917679314ca15e9a1e3 | 1,325,436,892 | 42.618509 | -82.798472 | 0 |
1,571 | 2019-01-01 16:55:10 | 370,818,583,810,103 | fraud_Streich, Rolfson and Wilderman | kids_pets | 31.7 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | e1aa852b2536eba35207b9bacd2b447b | 1,325,436,910 | 39.783428 | -78.729032 | 0 |
1,572 | 2019-01-01 16:56:34 | 5,359,543,825,610,251 | fraud_Wisozk and Sons | misc_pos | 5.51 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | d182b8d481296dccaf13e4735107ac81 | 1,325,436,994 | 45.996544 | -111.108921 | 0 |
1,573 | 2019-01-01 16:57:18 | 2,305,336,922,781,618 | fraud_Abshire PLC | entertainment | 6.95 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | 08966fe6bc1f8f48d0ebfce5ee02f472 | 1,325,437,038 | 41.509349 | -93.291055 | 0 |
1,574 | 2019-01-01 16:58:08 | 6,011,492,816,282,597 | fraud_Streich Ltd | home | 36.53 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | a99d24ea197c663c7a14189dc8370154 | 1,325,437,088 | 33.203031 | -92.952229 | 0 |
1,575 | 2019-01-01 16:59:03 | 375,974,680,629,816 | fraud_Wiza, Schaden and Stark | misc_pos | 2.18 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 69be620089b57196f6ef5864866a0541 | 1,325,437,143 | 41.708792 | -73.767704 | 0 |
1,576 | 2019-01-01 16:59:12 | 4,836,998,673,805,450 | fraud_Hagenes, Kohler and Hoppe | food_dining | 181.55 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | dac097e74867e6e05915932ff0f63cee | 1,325,437,152 | 45.241801 | -86.777024 | 0 |
1,577 | 2019-01-01 16:59:33 | 4,629,451,965,224,809 | fraud_Schoen Ltd | kids_pets | 32.15 | Karen | Warren | F | 4900 Curtis Gardens Suite 952 | Hahira | GA | 31,632 | 30.9416 | -83.3574 | 10,295 | Teacher, special educational needs | 1997-12-26 | 2d64cc6600934dd609e886b538563618 | 1,325,437,173 | 30.274464 | -83.5618 | 0 |
1,578 | 2019-01-01 16:59:57 | 4,302,475,216,404,898 | fraud_Medhurst Inc | home | 28.52 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | 8f63eadcc0448e4d7d6ebc31eeb08c07 | 1,325,437,197 | 42.50312 | -94.02526 | 0 |
1,579 | 2019-01-01 17:00:02 | 3,560,246,577,314,524 | fraud_Baumbach Ltd | personal_care | 11.74 | Sarah | Scott | F | 03090 Fisher Forges Apt. 200 | Wichita | KS | 67,216 | 37.6223 | -97.3136 | 409,656 | Textile designer | 1930-10-21 | 4a51fbd436f4084b620a434592555ea9 | 1,325,437,202 | 38.458041 | -96.589082 | 0 |
1,580 | 2019-01-01 17:00:17 | 3,541,160,328,600,277 | fraud_Bahringer-Streich | food_dining | 3.85 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 257a9dda29d7f12afdb3247a08b37c49 | 1,325,437,217 | 40.238193 | -89.662287 | 0 |
1,581 | 2019-01-01 17:00:52 | 3,523,898,249,167,098 | fraud_Deckow-Dare | food_dining | 1.68 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 2c32a8f2eea4e086611af71a27d46de4 | 1,325,437,252 | 41.395357 | -73.574123 | 0 |
1,582 | 2019-01-01 17:00:56 | 5,152,054,598,359,927 | fraud_Ratke and Sons | health_fitness | 87.81 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 7590d0022abf52e78836c83223e65f18 | 1,325,437,256 | 29.20199 | -90.754611 | 0 |
1,583 | 2019-01-01 17:01:13 | 2,254,917,871,818,484 | fraud_Schumm, McLaughlin and Carter | food_dining | 4.57 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | f9bce822d8a855f322e37ef790746442 | 1,325,437,273 | 37.647104 | -75.877332 | 0 |
1,584 | 2019-01-01 17:03:18 | 6,011,104,316,292,105 | fraud_Windler LLC | kids_pets | 1.88 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | a2041694ed2372fd32e3ca1f2b04b2c9 | 1,325,437,398 | 36.180743 | -79.02652 | 0 |
1,585 | 2019-01-01 17:03:20 | 346,208,242,862,904 | fraud_Nolan-Williamson | kids_pets | 62 | Tabitha | Reyes | F | 20938 Barbara Viaduct | New York City | NY | 10,280 | 40.7105 | -74.0163 | 1,577,385 | Pharmacist, hospital | 1961-05-13 | 5bb0a710afdedf0f3a9151a5997db5ca | 1,325,437,400 | 41.507065 | -74.437733 | 0 |
1,586 | 2019-01-01 17:03:38 | 30,266,994,494,236 | fraud_Medhurst Inc | home | 96.15 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | a3416bcf4df04db7ef53fdaf27ec614b | 1,325,437,418 | 37.334748 | -78.652824 | 0 |
1,587 | 2019-01-01 17:03:45 | 567,868,110,212 | fraud_Kerluke-Abshire | shopping_net | 9.17 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 4bd3ac994c8b20102ecb1e91fee45ac5 | 1,325,437,425 | 30.150563 | -95.567898 | 0 |
1,588 | 2019-01-01 17:03:52 | 6,011,348,830,550,197 | fraud_Kutch-Wilderman | home | 41.11 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 92c98418cf1a7d406f945716718c13a1 | 1,325,437,432 | 33.068016 | -86.863691 | 0 |
1,589 | 2019-01-01 17:03:54 | 6,011,893,664,860,915 | fraud_Schulist Ltd | food_dining | 50.61 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 2a4e5fc7d8cc6665d11de2dfc2a0541d | 1,325,437,434 | 39.298762 | -105.352023 | 0 |
1,590 | 2019-01-01 17:04:43 | 4,708,992,452,821,239 | fraud_Roob-Okuneva | health_fitness | 71.24 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 08eab821f0f55e0390fcd82ade085e84 | 1,325,437,483 | 36.813993 | -92.286831 | 0 |
1,591 | 2019-01-01 17:05:04 | 213,141,712,584,544 | fraud_Lakin, Ferry and Beatty | food_dining | 49.27 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 6dd5ef7862e36b9f75eb83af76360780 | 1,325,437,504 | 32.802139 | -89.849028 | 0 |
1,592 | 2019-01-01 17:05:22 | 4,900,628,639,996 | fraud_Lubowitz-Walter | kids_pets | 39.64 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | f3870d607e888d38a79ef952b28e676b | 1,325,437,522 | 34.893652 | -117.682686 | 0 |
1,593 | 2019-01-01 17:05:45 | 2,383,461,948,823,908 | fraud_Bednar PLC | kids_pets | 89.61 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | 1887c447c6d598e2559e1b1f3f35d5f4 | 1,325,437,545 | 43.141288 | -70.87151 | 0 |
1,594 | 2019-01-01 17:06:47 | 4,116,554,952,971,686 | fraud_Gottlieb Group | kids_pets | 166.8 | Bridget | Bowen | F | 49120 Regina Island Apt. 170 | Port Saint Lucie | FL | 34,953 | 27.2625 | -80.3793 | 181,438 | Primary school teacher | 1934-03-19 | 415e39baad9608d29025e28ed99dda98 | 1,325,437,607 | 27.704133 | -80.623091 | 0 |
1,595 | 2019-01-01 17:07:26 | 180,018,375,329,178 | fraud_Okuneva, Schneider and Rau | shopping_pos | 2.09 | Michelle | Woods | F | 952 Joseph Throughway | Munith | MI | 49,259 | 42.3703 | -84.2485 | 2,523 | Geophysicist/field seismologist | 1988-03-21 | 6347bb40335685c0ad5c50a910eb5f67 | 1,325,437,646 | 43.058164 | -84.106652 | 0 |
1,596 | 2019-01-01 17:07:32 | 4,378,993,458,389,626 | fraud_Mayert Group | shopping_pos | 1.6 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | ca616866327d023cde41946234d1c846 | 1,325,437,652 | 43.629346 | -71.193371 | 0 |
1,597 | 2019-01-01 17:07:42 | 3,589,255,887,819,806 | fraud_Cartwright PLC | kids_pets | 38.77 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | d3a909b40d256a432399d782c43f82e4 | 1,325,437,662 | 39.126176 | -78.588724 | 0 |
1,598 | 2019-01-01 17:08:40 | 676,369,110,710 | fraud_Schroeder, Wolff and Hermiston | travel | 1.23 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 78bda8e1a6fd1a1f7ff94cd17eceb6dd | 1,325,437,720 | 41.855958 | -82.644269 | 0 |
1,599 | 2019-01-01 17:08:49 | 30,044,330,818,990 | fraud_Koss, Hansen and Lueilwitz | home | 33.14 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 8470906ba0dc4e9db9724f55e1e006e4 | 1,325,437,729 | 26.724666 | -81.590768 | 0 |
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