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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,292,700 | 2020-06-19 22:06:48 | 3,568,255,211,412,877 | fraud_Lowe, Dietrich and Erdman | kids_pets | 17.47 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 0620d0bf6a0b54a21c91a56decdec99c | 1,371,679,608 | 42.176115 | -85.998102 | 0 |
1,292,701 | 2020-06-19 22:07:05 | 2,475,085,306,462,014 | fraud_Swift PLC | kids_pets | 48.81 | John | Miller | M | 153 Mccullough Springs Apt. 857 | Lamberton | MN | 56,152 | 44.2378 | -95.2739 | 1,507 | Land/geomatics surveyor | 1993-10-12 | ca23d6ffa51e1195ef774b3cfe897779 | 1,371,679,625 | 44.4653 | -94.540425 | 0 |
1,292,702 | 2020-06-19 22:07:32 | 4,587,577,161,160,601 | fraud_Gutmann, McLaughlin and Wiza | home | 1.23 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | 1049a449cedeb3467c34a9e78fc7ce5a | 1,371,679,652 | 43.361331 | -69.384258 | 0 |
1,292,703 | 2020-06-19 22:07:43 | 567,868,110,212 | fraud_Denesik and Sons | shopping_pos | 4.55 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 04f4a4272f9950212d9cdda081ceffce | 1,371,679,663 | 30.588921 | -95.94082 | 0 |
1,292,704 | 2020-06-19 22:07:43 | 2,266,735,643,685,262 | fraud_Kuhic LLC | shopping_net | 3.6 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 8e9fb4e0fe9f71f3c5ec57f864c08c99 | 1,371,679,663 | 34.177907 | -86.870957 | 0 |
1,292,705 | 2020-06-19 22:07:47 | 5,410,056,176,712,193 | fraud_Runte, Green and Emard | health_fitness | 37.55 | Jeffrey | Krause | M | 4742 Alexandria Mountain | New Franken | WI | 54,229 | 44.5592 | -87.8235 | 4,306 | Art therapist | 1989-10-19 | 308b9397762d1e61c984ae1b8d822bb9 | 1,371,679,667 | 44.469552 | -88.762894 | 0 |
1,292,706 | 2020-06-19 22:07:49 | 3,563,837,241,599,446 | fraud_Pollich LLC | home | 42.12 | Timothy | Simmons | M | 1049 John Ports Suite 057 | Newberg | OR | 97,132 | 45.3099 | -122.9685 | 28,278 | Research scientist (physical sciences) | 1977-07-17 | 78535b60818c1ebb36aa79be87f6d977 | 1,371,679,669 | 45.839165 | -123.798769 | 0 |
1,292,707 | 2020-06-19 22:09:15 | 36,890,292,963,032 | fraud_Schmeler Inc | misc_pos | 49.41 | Kimberly | Webb | F | 380 Martin Mission | Girard | GA | 30,426 | 33.0437 | -81.7106 | 1,100 | Conservator, museum/gallery | 1950-04-05 | dfdfeeebc2f776bd71336caffd96d058 | 1,371,679,755 | 33.720387 | -82.143625 | 1 |
1,292,708 | 2020-06-19 22:09:33 | 30,408,301,059,761 | fraud_Denesik, Powlowski and Pouros | home | 110.72 | Brandon | Pittman | M | 2881 Frey Village | Cross | SC | 29,436 | 33.3364 | -80.1859 | 4,471 | Occupational hygienist | 1973-10-09 | 612c9dff6490e24f5cb7039a047c3d7b | 1,371,679,773 | 32.845339 | -79.568725 | 0 |
1,292,709 | 2020-06-19 22:09:38 | 630,412,733,309 | fraud_Howe PLC | entertainment | 35.13 | 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 | 38e450e5c5fa05aed17a4b779a325358 | 1,371,679,778 | 45.515262 | -88.983315 | 0 |
1,292,710 | 2020-06-19 22:09:41 | 346,273,234,529,002 | fraud_McLaughlin, Armstrong and Koepp | travel | 9.87 | Donna | Moreno | F | 32301 Albert River Suite 364 | Ronceverte | WV | 24,970 | 37.7418 | -80.4626 | 4,575 | Statistician | 1991-10-22 | f79b4bdb2a8b1e2e03601bd5d094e0b3 | 1,371,679,781 | 36.841491 | -80.570374 | 0 |
1,292,711 | 2020-06-19 22:09:42 | 4,708,992,452,821,239 | fraud_Bednar PLC | kids_pets | 65.5 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | e7ea51f9d36dbee0e0598afba4651f6e | 1,371,679,782 | 36.549656 | -90.527918 | 0 |
1,292,712 | 2020-06-19 22:10:05 | 3,576,021,480,694,169 | fraud_Labadie, Treutel and Bode | shopping_net | 226.87 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 8328c019fcb5bc3de3359892b536968a | 1,371,679,805 | 38.989716 | -96.636964 | 0 |
1,292,713 | 2020-06-19 22:11:25 | 2,229,378,226,512,508 | fraud_Berge, Kautzer and Harris | personal_care | 78.99 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | 571b5165e664c63a7149da6342ef24a5 | 1,371,679,885 | 43.989751 | -89.897541 | 0 |
1,292,714 | 2020-06-19 22:11:50 | 2,450,829,271,795,901 | fraud_Baumbach Ltd | personal_care | 7.66 | Timothy | Kirby | M | 7309 Sophia Causeway Suite 702 | Sauk Rapids | MN | 56,379 | 45.604 | -94.1591 | 16,163 | Hydrographic surveyor | 1987-02-22 | e6b99ae4f6e5f2d059707898e0dba045 | 1,371,679,910 | 44.763762 | -94.530855 | 0 |
1,292,715 | 2020-06-19 22:11:53 | 3,533,800,906,065,217 | fraud_Bins-Tillman | entertainment | 32.25 | Amber | Thornton | F | 840 Werner Lock Apt. 852 | Campbell | NE | 68,932 | 40.2967 | -98.737 | 493 | Surveyor, minerals | 1940-09-13 | 606b3c38e69771dc0df0dab632af981e | 1,371,679,913 | 40.63899 | -99.672544 | 0 |
1,292,716 | 2020-06-19 22:12:28 | 4,607,072,969,078,276 | fraud_Kihn Inc | shopping_pos | 7.33 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 7272f28972b4a071759ba6780c2466a5 | 1,371,679,948 | 35.219601 | -96.940256 | 0 |
1,292,717 | 2020-06-19 22:12:56 | 3,540,210,836,308,425 | fraud_Baumbach Ltd | personal_care | 73.21 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 64cedf5673a24093a54c098dfa9640bd | 1,371,679,976 | 35.585365 | -103.318104 | 0 |
1,292,718 | 2020-06-19 22:12:57 | 36,890,292,963,032 | fraud_Mohr-Bayer | shopping_net | 1,029.03 | Kimberly | Webb | F | 380 Martin Mission | Girard | GA | 30,426 | 33.0437 | -81.7106 | 1,100 | Conservator, museum/gallery | 1950-04-05 | 87454939b38977113c24d81c52846530 | 1,371,679,977 | 33.041442 | -80.736791 | 1 |
1,292,719 | 2020-06-19 22:12:59 | 4,873,783,502,705,038 | fraud_Gottlieb-Hansen | personal_care | 53.89 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 78818908ae35cd6b2345cd4040d647ed | 1,371,679,979 | 48.05804 | -121.688305 | 0 |
1,292,720 | 2020-06-19 22:13:03 | 501,899,453,424 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 62.86 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 3ff43ac60d42f9e5dc2c6c21aa1ebf1d | 1,371,679,983 | 33.085978 | -85.032984 | 0 |
1,292,721 | 2020-06-19 22:13:04 | 4,428,154,703,770,710 | fraud_Kilback LLC | food_dining | 6.16 | Brittany | Guerra | F | 79209 Gary Dale | Colton | WA | 99,113 | 46.5901 | -117.1692 | 761 | Chief Marketing Officer | 1943-06-30 | aca5244e074f7dee12ef59011b80dba3 | 1,371,679,984 | 47.359101 | -118.092722 | 0 |
1,292,722 | 2020-06-19 22:13:31 | 4,169,388,510,116 | fraud_Heller PLC | health_fitness | 150.15 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | f0bbb3596c731e15ee0b90b6b060c777 | 1,371,680,011 | 42.234345 | -77.708027 | 0 |
1,292,723 | 2020-06-19 22:14:17 | 38,947,654,498,698 | fraud_Boyer PLC | misc_pos | 4.64 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | 990b598ffe1d44ba381893d23898ad43 | 1,371,680,057 | 40.016713 | -82.009964 | 0 |
1,292,724 | 2020-06-19 22:14:26 | 378,904,938,837,132 | fraud_Cartwright PLC | kids_pets | 16.64 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | fd865771f1250eca9fe1f4a1c8327807 | 1,371,680,066 | 36.439722 | -99.059775 | 0 |
1,292,725 | 2020-06-19 22:15:00 | 38,588,538,868,506 | fraud_Kassulke PLC | shopping_net | 4.39 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | 177a3a906870871f59dcc4de4f539e7c | 1,371,680,100 | 29.52435 | -103.587582 | 0 |
1,292,726 | 2020-06-19 22:16:09 | 180,069,253,480,336 | fraud_Fritsch LLC | travel | 8.29 | William | Hunter | M | 5036 Victoria Ports Suite 249 | Emporium | PA | 15,834 | 41.5177 | -78.2536 | 4,533 | Public affairs consultant | 1969-11-01 | 23d8f174f3275baaf656f46f976c1a92 | 1,371,680,169 | 41.580805 | -77.635275 | 0 |
1,292,727 | 2020-06-19 22:16:09 | 30,082,025,922,891 | fraud_Will Ltd | food_dining | 15.43 | Kathleen | Thompson | F | 199 Patterson Fords Apt. 132 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Pilot, airline | 1934-06-23 | 2a5ca5621de72e03f8be77805dfcf585 | 1,371,680,169 | 26.592369 | -81.920912 | 0 |
1,292,728 | 2020-06-19 22:16:17 | 4,301,028,321,766,222,300 | fraud_Parker, Nolan and Trantow | entertainment | 69.08 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | 5fe584483ecabf0a460d9a5a298fd4ea | 1,371,680,177 | 40.91378 | -80.41515 | 0 |
1,292,729 | 2020-06-19 22:17:02 | 4,873,783,502,705,038 | fraud_Conroy Ltd | shopping_pos | 7.86 | Elizabeth | Maxwell | F | 194 Goodman Fall Apt. 569 | Burlington | WA | 98,233 | 48.4786 | -122.3345 | 14,871 | Public house manager | 1974-03-10 | 5307f6cc3f94caa4f0debf277a21fc57 | 1,371,680,222 | 48.544022 | -122.959705 | 0 |
1,292,730 | 2020-06-19 22:17:04 | 4,986,925,034,905,735 | fraud_Kuphal-Predovic | misc_net | 829.92 | Erika | Gonzalez | F | 907 Courtney Via Apt. 896 | Irvine | KY | 40,336 | 37.6858 | -83.9862 | 13,061 | Editor, magazine features | 1959-06-18 | 19dec5bdfc40fa820b5e070a035a64c4 | 1,371,680,224 | 37.914765 | -84.776564 | 1 |
1,292,731 | 2020-06-19 22:17:29 | 4,783,226,709,001 | fraud_Goodwin-Nitzsche | grocery_pos | 319.73 | Jessica | Garcia | F | 13108 Jennifer Passage | Mc Cracken | KS | 67,556 | 38.5957 | -99.554 | 320 | Film/video editor | 1961-04-22 | cc5e48ca899d5c66c967a8a14a146afd | 1,371,680,249 | 38.252152 | -98.682414 | 1 |
1,292,732 | 2020-06-19 22:17:46 | 4,294,040,533,480,516 | fraud_Beer-Jast | kids_pets | 33.75 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | fd163bf85c0ee30bb34b48784618e90b | 1,371,680,266 | 33.793082 | -80.7885 | 0 |
1,292,733 | 2020-06-19 22:18:00 | 3,576,281,490,078,437 | fraud_Quitzon, Green and Bashirian | shopping_pos | 139.93 | Chris | Dixon | M | 919 Miller Isle | Williams | IN | 47,470 | 38.7735 | -86.6285 | 1,735 | Financial adviser | 1990-06-13 | 6f475ffb4d35fec8787c6918efa7a677 | 1,371,680,280 | 38.493864 | -85.861246 | 0 |
1,292,734 | 2020-06-19 22:18:08 | 5,540,636,818,935,089 | fraud_Fritsch LLC | travel | 8.11 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 0af5b67babf8bac5b58800fea67d89da | 1,371,680,288 | 43.653356 | -71.520581 | 0 |
1,292,735 | 2020-06-19 22:18:19 | 571,365,235,126 | fraud_Hills-Boyer | personal_care | 156.74 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 40292c600edd408336659ee1cb90e42e | 1,371,680,299 | 45.539993 | -86.607562 | 0 |
1,292,736 | 2020-06-19 22:18:49 | 4,681,601,008,538,160 | fraud_Gottlieb, Considine and Schultz | shopping_net | 22.76 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | d8e0842b8958a3a11bba115af40a4f34 | 1,371,680,329 | 39.765485 | -80.789048 | 0 |
1,292,737 | 2020-06-19 22:20:12 | 6,011,893,664,860,915 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 14.79 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 7607faab99d81fe517299fc434156738 | 1,371,680,412 | 39.339419 | -104.67782 | 0 |
1,292,738 | 2020-06-19 22:20:35 | 4,342,532,437,704,183 | fraud_Zboncak LLC | food_dining | 30.46 | 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 | ac376ab51f71b310ad84c4dcb6389ac1 | 1,371,680,435 | 42.663279 | -75.377441 | 0 |
1,292,739 | 2020-06-19 22:21:10 | 342,035,762,534,413 | fraud_Hermann-Gaylord | misc_pos | 187.77 | Jennifer | Carrillo | F | 334 Adam Mountains Apt. 868 | Manquin | VA | 23,106 | 37.7184 | -77.186 | 976 | Engineer, automotive | 1999-06-19 | b0008b7710e9d9bf674f747a1a97e25d | 1,371,680,470 | 38.150795 | -76.605943 | 0 |
1,292,740 | 2020-06-19 22:22:06 | 4,149,238,353,975,790 | fraud_Douglas-White | entertainment | 87.22 | Tanner | Carroll | M | 494 Burke Ports | Cokeburg | PA | 15,324 | 40.1008 | -80.0652 | 632 | Dealer | 1989-04-08 | 2e22cd35c286346ade235ab5228c62f7 | 1,371,680,526 | 39.568304 | -79.274791 | 0 |
1,292,741 | 2020-06-19 22:22:11 | 560,881,134,780 | fraud_Reilly and Sons | health_fitness | 18.39 | Audrey | Martinez | F | 343 Joshua Views | Liberty Mills | IN | 46,946 | 41.0356 | -85.7358 | 136 | Soil scientist | 1953-03-19 | c7654a9fe11a498d244cf4ecd3f909b5 | 1,371,680,531 | 41.639782 | -86.238198 | 0 |
1,292,742 | 2020-06-19 22:22:35 | 4,607,072,969,078,276 | fraud_Quitzon, Green and Bashirian | shopping_pos | 9.78 | Brenda | Perez | F | 033 Tara Brook Suite 523 | Coyle | OK | 73,027 | 35.8985 | -97.2607 | 1,493 | Amenity horticulturist | 1985-03-21 | 472cfd5c8ffa934923378c652f80c496 | 1,371,680,555 | 36.607513 | -97.485435 | 0 |
1,292,743 | 2020-06-19 22:22:53 | 4,716,561,796,955,522 | fraud_Cummerata-Hilpert | entertainment | 51.58 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 4a17b25d948a2405977d12fb7fef6878 | 1,371,680,573 | 48.193234 | -112.113967 | 0 |
1,292,744 | 2020-06-19 22:23:06 | 5,456,776,410,929,288 | fraud_Osinski Inc | personal_care | 13.76 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | 7de4e18502a5bf6abc821a605ea81eb3 | 1,371,680,586 | 40.501911 | -79.663982 | 0 |
1,292,745 | 2020-06-19 22:24:24 | 5,359,543,825,610,251 | fraud_Ritchie, Bradtke and Stiedemann | travel | 4.92 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | 90600ceb466c58b40594542a0711e072 | 1,371,680,664 | 44.839134 | -110.882845 | 0 |
1,292,746 | 2020-06-19 22:24:41 | 4,412,720,572,684,931 | fraud_Kihn-Fritsch | food_dining | 9.28 | Richard | Marshall | M | 295 Page Creek Suite 181 | Greenbush | VA | 23,357 | 37.7681 | -75.6664 | 776 | Psychiatrist | 1949-11-17 | 927132c838c95aea8526bbd7a919d12a | 1,371,680,681 | 38.306618 | -75.993642 | 0 |
1,292,747 | 2020-06-19 22:24:46 | 3,573,030,041,201,292 | fraud_Ledner, Hartmann and Feest | health_fitness | 21.53 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 388d94019f71d82b7792f5db01204c34 | 1,371,680,686 | 40.10562 | -110.086273 | 1 |
1,292,748 | 2020-06-19 22:25:29 | 4,292,902,571,056,973,300 | fraud_Torphy-Goyette | shopping_pos | 155.57 | Jeffrey | Smith | M | 135 Joseph Mountains | Sula | MT | 59,871 | 45.8433 | -113.8748 | 218 | Therapist, horticultural | 1995-08-16 | 05367e789219045a930aeec3d83ff688 | 1,371,680,729 | 45.185191 | -114.178461 | 0 |
1,292,749 | 2020-06-19 22:26:33 | 3,553,629,419,254,918 | fraud_Champlin-Casper | home | 63.18 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | d28c091dab89964c33fa4bf0395a9c85 | 1,371,680,793 | 48.895453 | -122.547647 | 0 |
1,292,750 | 2020-06-19 22:26:45 | 6,526,448,584,969,862 | fraud_Moore, Williamson and Emmerich | home | 68.55 | Nathan | Stewart | M | 63502 Brown Road Apt. 318 | West Long Branch | NJ | 7,764 | 40.2878 | -74.0162 | 8,097 | Mechanical engineer | 1964-02-18 | bff847736b42ff938f7db8461f97ceea | 1,371,680,805 | 39.87555 | -73.986282 | 0 |
1,292,751 | 2020-06-19 22:26:55 | 4,570,636,521,433,188 | fraud_Goyette-Gerhold | kids_pets | 14.66 | Christine | Leblanc | F | 5097 Jodi Vista Suite 811 | Deltona | FL | 32,725 | 28.8989 | -81.2473 | 88,735 | Commercial horticulturist | 1988-04-09 | fbe437cae01e565a53b5813f076ee35e | 1,371,680,815 | 28.488782 | -81.463718 | 0 |
1,292,752 | 2020-06-19 22:26:56 | 567,868,110,212 | fraud_Schiller, Blanda and Johnson | home | 156.78 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 5477d480ff41f2501cbdb13c10dc2d88 | 1,371,680,816 | 29.320958 | -95.74102 | 0 |
1,292,753 | 2020-06-19 22:27:36 | 377,550,167,323,848 | fraud_Swift PLC | kids_pets | 155.35 | Kevin | Walters | M | 87227 Tapia Burgs | Auburn | ME | 4,210 | 44.0948 | -70.239 | 23,045 | Tourist information centre manager | 1958-09-02 | b523ae8d07f377602c51ad33e2596552 | 1,371,680,856 | 44.796587 | -70.516892 | 0 |
1,292,754 | 2020-06-19 22:27:52 | 341,542,810,616,333 | fraud_Howe PLC | entertainment | 4.03 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | 07813a57d2f9bbe323577dc7adee0fd1 | 1,371,680,872 | 39.191772 | -94.16863 | 0 |
1,292,755 | 2020-06-19 22:29:23 | 3,583,635,130,604,947 | fraud_Goldner-Lemke | entertainment | 111.55 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 935ff14a3b7a4766c3ab83d1c0c5082c | 1,371,680,963 | 39.392324 | -74.457271 | 0 |
1,292,756 | 2020-06-19 22:29:28 | 6,597,888,193,422,452 | fraud_Yost, Schamberger and Windler | kids_pets | 11.34 | Bill | Lane | M | 4725 Hurst Curve Apt. 634 | Holliday | TX | 76,366 | 33.6751 | -98.6576 | 2,317 | Chief Technology Officer | 1964-08-23 | c12b8e26ad71e216e72261babbc639e8 | 1,371,680,968 | 34.601569 | -99.623765 | 0 |
1,292,757 | 2020-06-19 22:29:28 | 4,623,560,839,669 | fraud_Carroll PLC | health_fitness | 49.56 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | 84d83437d2202adf69d80bdb29f51ec2 | 1,371,680,968 | 41.511334 | -95.50504 | 0 |
1,292,758 | 2020-06-19 22:29:46 | 2,254,917,871,818,484 | fraud_Pollich LLC | home | 54.82 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 53e9ab84af5e6aae73526d34d498ffd9 | 1,371,680,986 | 37.304939 | -75.426502 | 0 |
1,292,759 | 2020-06-19 22:29:55 | 2,720,012,583,106,919 | fraud_Welch, Rath and Koepp | entertainment | 70.25 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | 52c3f272c47c92d62bda41b66155180d | 1,371,680,995 | 43.454543 | -103.338934 | 0 |
1,292,760 | 2020-06-19 22:29:59 | 2,222,157,926,772,399 | fraud_Medhurst, Cartwright and Ebert | personal_care | 13.97 | Amy | Garrett | F | 6014 Thomas Throughway | Trenton | TX | 75,490 | 33.4235 | -96.3398 | 2,211 | Investment banker, operational | 1987-02-26 | cf4ff3abf05ec5b190d358fef3da1bc4 | 1,371,680,999 | 32.653512 | -96.603864 | 0 |
1,292,761 | 2020-06-19 22:30:36 | 3,551,217,896,304,745 | fraud_Baumbach, Hodkiewicz and Walsh | shopping_pos | 4.77 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | cc43a01b0aa3b7529c7246227d46d766 | 1,371,681,036 | 45.121336 | -74.105991 | 0 |
1,292,762 | 2020-06-19 22:31:03 | 372,509,258,176,510 | fraud_Streich, Dietrich and Barton | shopping_net | 26.25 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 902c39e56296222964618dd53e9095e7 | 1,371,681,063 | 42.184312 | -82.586597 | 0 |
1,292,763 | 2020-06-19 22:31:40 | 3,551,217,896,304,745 | fraud_Kassulke Inc | entertainment | 114.61 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | 79be8aaca62e9c4d3a8a67b090e82168 | 1,371,681,100 | 44.720917 | -74.254126 | 0 |
1,292,764 | 2020-06-19 22:32:29 | 213,156,747,557,083 | fraud_Volkman-Predovic | shopping_net | 524.3 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 52fb5af8229ad3f748a38b1c740cec2f | 1,371,681,149 | 34.286922 | -119.146903 | 0 |
1,292,765 | 2020-06-19 22:34:16 | 30,234,966,027,947 | fraud_Klein Group | entertainment | 22.4 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 5a4bec19d831c128df3d01a1aff811ac | 1,371,681,256 | 43.921368 | -87.730441 | 0 |
1,292,766 | 2020-06-19 22:35:22 | 3,541,160,328,600,277 | fraud_Rodriguez, Yost and Jenkins | misc_net | 65.91 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 7727b85bdd26cef75e699d4429870258 | 1,371,681,322 | 39.398027 | -90.545006 | 0 |
1,292,767 | 2020-06-19 22:35:44 | 376,012,912,828,093 | fraud_Cole, Hills and Jewess | home | 111.99 | Nathan | Mayer | M | 478 Donovan Corners Apt. 803 | Schaumburg | IL | 60,193 | 42.0144 | -88.0935 | 92,294 | Claims inspector/assessor | 1969-05-01 | cfe420be1ec9d6f6eb0afaf2a535183f | 1,371,681,344 | 42.858788 | -87.314145 | 0 |
1,292,768 | 2020-06-19 22:36:29 | 4,939,976,756,738,216 | fraud_Douglas, Schneider and Turner | shopping_pos | 3.05 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 192147f42087df28c2625cbb8908b781 | 1,371,681,389 | 26.111216 | -98.298611 | 0 |
1,292,769 | 2020-06-19 22:36:41 | 3,551,217,896,304,745 | fraud_Torphy-Kertzmann | health_fitness | 27.07 | Sara | Harris | F | 597 Jenny Ford Apt. 543 | Tupper Lake | NY | 12,986 | 44.232 | -74.4905 | 6,120 | Chartered loss adjuster | 1976-10-09 | 9757a029e5d17cb2161075cff252cbf6 | 1,371,681,401 | 43.269924 | -74.981793 | 0 |
1,292,770 | 2020-06-19 22:37:15 | 5,540,636,818,935,089 | fraud_Towne, Greenholt and Koepp | shopping_net | 9.75 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | deedc97efe03daedca1ec9fb7ebe2ba9 | 1,371,681,435 | 42.624057 | -71.925783 | 0 |
1,292,771 | 2020-06-19 22:37:29 | 6,011,893,664,860,915 | fraud_Bauch-Blanda | entertainment | 110.39 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | a6c44d69d0c88900d2a658997d370689 | 1,371,681,449 | 39.994641 | -105.680838 | 0 |
1,292,772 | 2020-06-19 22:37:45 | 36,890,292,963,032 | fraud_Greenfelder, Bartoletti and Davis | misc_net | 842.27 | Kimberly | Webb | F | 380 Martin Mission | Girard | GA | 30,426 | 33.0437 | -81.7106 | 1,100 | Conservator, museum/gallery | 1950-04-05 | ee020fb257f242838718291b232c2be4 | 1,371,681,465 | 32.96668 | -82.406235 | 1 |
1,292,773 | 2020-06-19 22:38:47 | 30,434,173,205,605 | fraud_Parker-Kunde | personal_care | 86.6 | Kylie | Kirby | F | 79816 Jackson Squares | Shedd | OR | 97,377 | 44.453 | -123.1065 | 917 | Radio broadcast assistant | 1995-07-08 | 95baf5e3ff9f5bb776bad9b3f4de2a4b | 1,371,681,527 | 45.116884 | -124.092447 | 0 |
1,292,774 | 2020-06-19 22:38:52 | 3,564,839,259,330,465 | fraud_Feil, Hilpert and Koss | food_dining | 147.63 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | cf81bfaf3e43b20276edd222d45177c8 | 1,371,681,532 | 38.098145 | -123.055583 | 0 |
1,292,775 | 2020-06-19 22:39:26 | 30,103,132,002,433 | fraud_Bradtke, Torp and Bahringer | personal_care | 108.49 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | fd049882d2be0e5cddaaac12423c2ce7 | 1,371,681,566 | 40.612933 | -78.303277 | 0 |
1,292,776 | 2020-06-19 22:39:33 | 213,191,402,330,021 | fraud_Terry, Johns and Bins | misc_pos | 9.38 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | c5826fcd6fbf80885790c20ca04e2e09 | 1,371,681,573 | 43.332531 | -88.743449 | 0 |
1,292,777 | 2020-06-19 22:39:59 | 4,449,530,933,957,323 | fraud_Upton PLC | entertainment | 35.37 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | bd63cc2b62efa6dab448775c69bcb90f | 1,371,681,599 | 38.915939 | -123.557629 | 0 |
1,292,778 | 2020-06-19 22:40:23 | 581,508,178,315 | fraud_Ernser-Lynch | food_dining | 59.95 | Michael | Vargas | M | 933 Martin Rapids | Desdemona | TX | 76,445 | 32.2819 | -98.5673 | 407 | Clothing/textile technologist | 1978-08-08 | 0fdad050b4d7317d05c57669ef422cff | 1,371,681,623 | 32.602017 | -98.644238 | 0 |
1,292,779 | 2020-06-19 22:40:32 | 4,879,265,611,163,287 | fraud_Boyer-Haley | travel | 461 | Collin | Brown | M | 995 Benjamin Bypass | Du Pont | GA | 31,630 | 31 | -82.8555 | 419 | Advertising account executive | 1990-10-28 | b744b33ed2bda824801dbfdc60900e3e | 1,371,681,632 | 30.935984 | -82.960565 | 0 |
1,292,780 | 2020-06-19 22:40:59 | 4,355,790,796,238,265,000 | fraud_Schiller, Blanda and Johnson | home | 2.76 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | ac4607bb4e98af21a6a1c80c8e343bc8 | 1,371,681,659 | 39.160607 | -91.27577 | 0 |
1,292,781 | 2020-06-19 22:41:09 | 3,529,597,810,116,815 | fraud_Towne, Greenholt and Koepp | shopping_net | 4.29 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | c4e560008bc369fdeb8f6225eaaa22d7 | 1,371,681,669 | 40.691472 | -77.333181 | 0 |
1,292,782 | 2020-06-19 22:41:49 | 2,706,977,570,537,524 | fraud_Dibbert and Sons | entertainment | 76.07 | David | Serrano | M | 4739 Martin Common | Zaleski | OH | 45,698 | 39.283 | -82.3977 | 341 | Accounting technician | 1978-12-18 | 00dc189746d57bf358789c42715c7f06 | 1,371,681,709 | 39.414637 | -81.615037 | 0 |
1,292,783 | 2020-06-19 22:42:02 | 372,520,049,757,633 | fraud_Monahan, Bogisich and Ledner | misc_pos | 124.13 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 83db66cd82ae814045d840285b9d64f1 | 1,371,681,722 | 49.469694 | -92.809361 | 0 |
1,292,784 | 2020-06-19 22:42:19 | 630,423,337,322 | fraud_Sawayn PLC | shopping_pos | 1.96 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | a53551f50484772ea9eb3296af563a3a | 1,371,681,739 | 49.341392 | -117.60083 | 0 |
1,292,785 | 2020-06-19 22:42:24 | 4,900,628,639,996 | fraud_Mohr Inc | shopping_pos | 3.38 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 16dd84be7533957c6ade999b56ff8cce | 1,371,681,744 | 34.689596 | -118.377278 | 0 |
1,292,786 | 2020-06-19 22:42:29 | 6,595,970,453,799,027 | fraud_Bode-Rempel | kids_pets | 61 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 4dc22d013bc22daba82cb23a59989dbb | 1,371,681,749 | 40.030895 | -74.317495 | 0 |
1,292,787 | 2020-06-19 22:43:06 | 3,506,040,590,383,211 | fraud_Douglas-White | entertainment | 70.74 | Michael | Orozco | M | 13956 Hughes Causeway Suite 124 | Alder | MT | 59,710 | 45.1939 | -112.0568 | 286 | Chief of Staff | 1989-03-09 | 594b8dfbdfad99c3f061494ca8753af2 | 1,371,681,786 | 45.749058 | -111.965342 | 0 |
1,292,788 | 2020-06-19 22:43:27 | 3,519,607,465,576,254 | fraud_Reinger, Weissnat and Strosin | food_dining | 7.93 | Audrey | Gonzalez | F | 34180 Lopez Plaza | Fields Landing | CA | 95,537 | 40.7268 | -124.2174 | 276 | Scientist, audiological | 1929-05-06 | cd9d2557c9e9fa8ac20ec05db812f583 | 1,371,681,807 | 40.155404 | -124.089844 | 0 |
1,292,789 | 2020-06-19 22:43:28 | 6,011,438,889,172,900 | fraud_Jacobi and Sons | shopping_pos | 395 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | f887b221d46e0043d22a1fabba1d44de | 1,371,681,808 | 34.095643 | -91.251977 | 0 |
1,292,790 | 2020-06-19 22:43:37 | 3,585,052,663,373,890 | fraud_Reilly and Sons | health_fitness | 195.9 | Jeffery | Brown | M | 296 Maria Street | West Eaton | NY | 13,484 | 42.8546 | -75.6605 | 176 | Science writer | 1963-12-28 | e75e0b3560cc820d7304648f61229632 | 1,371,681,817 | 43.462325 | -75.62604 | 0 |
1,292,791 | 2020-06-19 22:44:15 | 3,540,075,240,003,197 | fraud_Schuppe-Schuppe | food_dining | 260.3 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | 9917a81aec7fa7382640b20d528d494e | 1,371,681,855 | 43.81953 | -93.220191 | 0 |
1,292,792 | 2020-06-19 22:47:04 | 4,169,759,661,243,568 | fraud_Mante, Luettgen and Hackett | health_fitness | 211.54 | Jamie | Carr | F | 55363 Aaron Circle Suite 450 | Lawn | PA | 17,041 | 40.2236 | -76.538 | 213 | Special educational needs teacher | 1972-02-15 | 926954c59038b899df34f284d64eadb2 | 1,371,682,024 | 39.615326 | -77.311518 | 0 |
1,292,793 | 2020-06-19 22:47:23 | 4,292,743,669,224,718,000 | fraud_Roob-Okuneva | health_fitness | 34.08 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | 7c1d5951572d8221ce581419d8c557f8 | 1,371,682,043 | 37.677001 | -76.578906 | 0 |
1,292,794 | 2020-06-19 22:47:27 | 6,517,217,825,320,610 | fraud_Medhurst, Labadie and Gottlieb | travel | 2.23 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | 5aa7d006b8faeb8e3d92329d2cb8fad4 | 1,371,682,047 | 32.468834 | -90.482507 | 0 |
1,292,795 | 2020-06-19 22:48:05 | 4,365,382,885,912,355 | fraud_Quitzon-Goyette | home | 90.16 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | de00f5eeb0f4b469d6daf5bade82a127 | 1,371,682,085 | 48.812959 | -93.30759 | 0 |
1,292,796 | 2020-06-19 22:48:22 | 4,195,832,462,863,385 | fraud_Howe PLC | entertainment | 16.1 | Victoria | Mcbride | F | 0688 Kevin Manor | Clarksville | MO | 63,336 | 39.3465 | -90.9362 | 1,146 | Exercise physiologist | 1929-04-07 | 8575882d5c5ebffbd597bd3df80781ff | 1,371,682,102 | 38.569374 | -90.258326 | 0 |
1,292,797 | 2020-06-19 22:48:46 | 213,198,837,352,314 | fraud_Stark-Koss | home | 89.93 | John | Vega | M | 4483 Sharp Ferry Apt. 468 | Garfield | KS | 67,529 | 38.0649 | -99.2374 | 365 | Equality and diversity officer | 1991-02-03 | 705ac4ccae669a3b990a1d2719a9a28a | 1,371,682,126 | 37.323986 | -98.589656 | 0 |
1,292,798 | 2020-06-19 22:49:16 | 36,153,880,429,415 | fraud_Hettinger, McCullough and Fay | home | 52.62 | Erik | Stevens | M | 84033 Pitts Overpass | Lakeland | FL | 33,809 | 28.1762 | -81.9591 | 237,282 | Plant breeder/geneticist | 1949-10-13 | 76d4d17837467cc23ad2423ed04a2659 | 1,371,682,156 | 27.46495 | -81.540953 | 0 |
1,292,799 | 2020-06-19 22:49:53 | 4,378,993,458,389,626 | fraud_Nicolas, Hills and McGlynn | entertainment | 121.73 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | fa4aa1287a41a310f14d74d4991c7f14 | 1,371,682,193 | 43.105983 | -70.204782 | 0 |
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