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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,288,300 | 2020-06-17 21:53:27 | 3,546,674,063,249,004 | fraud_Runte-Mohr | food_dining | 9.66 | Jordan | May | M | 1626 Susan Course | Aledo | TX | 76,008 | 32.7004 | -97.6039 | 13,602 | Optometrist | 1984-07-05 | 41d162ef0c3f5e6fe7bfcb0242638201 | 1,371,506,007 | 32.463183 | -98.189057 | 0 |
1,288,301 | 2020-06-17 21:55:08 | 4,503,101,193,493,053,000 | fraud_Towne, Greenholt and Koepp | shopping_net | 2.11 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | fee893cd9b8536fd6ffc717772dd5cd1 | 1,371,506,108 | 27.348272 | -81.380211 | 0 |
1,288,302 | 2020-06-17 21:55:56 | 340,953,839,692,349 | fraud_Jakubowski Group | food_dining | 19.96 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | 53a8227208fbe4e4fd9b92de92e617ad | 1,371,506,156 | 43.013998 | -83.393642 | 0 |
1,288,303 | 2020-06-17 21:55:57 | 501,802,953,619 | fraud_Windler, Goodwin and Kovacek | home | 9.47 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | 665d94b8338b661d5a7cde132a691d3d | 1,371,506,157 | 41.226482 | -122.997068 | 0 |
1,288,304 | 2020-06-17 21:57:33 | 213,112,402,583,773 | fraud_Ruecker, Beer and Collier | shopping_net | 2.51 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | 948ed68e7f8b24edf28fff230e0ed352 | 1,371,506,253 | 33.706184 | -81.502316 | 0 |
1,288,305 | 2020-06-17 21:57:37 | 2,348,245,054,386,329 | fraud_Hauck, Dietrich and Funk | kids_pets | 58.35 | Justin | Gay | M | 268 Hayes Rue Suite 811 | Harborcreek | PA | 16,421 | 42.1767 | -79.9416 | 2,518 | Event organiser | 1946-02-02 | 53905e0763321e9efc9ec8393242117d | 1,371,506,257 | 42.379433 | -79.794562 | 0 |
1,288,306 | 2020-06-17 21:57:55 | 4,173,950,183,554,608 | fraud_Larkin Ltd | kids_pets | 113.41 | Stephen | Marshall | M | 47144 Roberts Keys | Monmouth Beach | NJ | 7,750 | 40.333 | -73.9809 | 3,279 | Health promotion specialist | 1978-10-05 | 67c0be0a1efd0a98f14f1eef2abc6e6b | 1,371,506,275 | 41.090308 | -73.003815 | 0 |
1,288,307 | 2020-06-17 21:58:29 | 4,377,338,765,909,719 | fraud_Heller PLC | health_fitness | 51.93 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | 1162b610cce6145a97edcb6d0799cd43 | 1,371,506,309 | 35.973285 | -83.358762 | 0 |
1,288,308 | 2020-06-17 21:58:32 | 3,598,304,579,370,089 | fraud_Cormier, Stracke and Thiel | entertainment | 29.25 | Vincent | Flowers | M | 0189 Emily Prairie | Wichita | KS | 67,232 | 37.6395 | -97.1714 | 409,656 | Heritage manager | 1985-12-27 | c3aa1a0ca171db061cceea8e1c84c748 | 1,371,506,312 | 37.980015 | -96.216722 | 0 |
1,288,309 | 2020-06-17 21:58:41 | 573,860,193,545 | fraud_Pacocha-Bauch | shopping_pos | 4.85 | Cristian | Jones | M | 0423 Kirby Field Suite 623 | Wilmette | IL | 60,091 | 42.0765 | -87.7246 | 27,020 | Trade mark attorney | 1986-07-23 | a7e9c6564dd633ad1b573755f4828bbc | 1,371,506,321 | 42.803401 | -87.740682 | 0 |
1,288,310 | 2020-06-17 21:58:52 | 3,518,669,219,150,142 | fraud_Bashirian Group | shopping_net | 5.28 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | 05701a28f8d7503231ee1b81b9cb17c5 | 1,371,506,332 | 38.195898 | -84.513261 | 0 |
1,288,311 | 2020-06-17 21:58:59 | 4,906,628,655,840,914,000 | fraud_Kling-Ernser | entertainment | 60.4 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | b63c8f82d70fbb71b1908b3d131f1a37 | 1,371,506,339 | 25.638593 | -80.774462 | 0 |
1,288,312 | 2020-06-17 21:59:57 | 6,011,603,272,871,604 | fraud_White and Sons | home | 68.55 | Robert | Holland | M | 431 Tracy Expressway | Milner | GA | 30,257 | 33.141 | -84.1759 | 4,138 | Field seismologist | 1969-05-16 | 2fe9324016d08f4c56eaeedee0c964cf | 1,371,506,397 | 33.798292 | -83.97741 | 0 |
1,288,313 | 2020-06-17 22:01:05 | 30,033,162,392,091 | fraud_Spencer PLC | entertainment | 70.81 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | 5781ca3cc4d582a12395af6c254766df | 1,371,506,465 | 42.29515 | -96.642212 | 0 |
1,288,314 | 2020-06-17 22:01:34 | 3,568,736,585,751,727 | fraud_Goyette-Gerhold | kids_pets | 47.47 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | 41afd8c8dc8a7885decf512e98924cc8 | 1,371,506,494 | 40.972904 | -92.541199 | 0 |
1,288,315 | 2020-06-17 22:02:45 | 4,841,313,716,651,064 | fraud_Jacobi Inc | health_fitness | 73.54 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | c3457c7a7d6ad9b2454f723390c5a921 | 1,371,506,565 | 43.128032 | -71.998058 | 0 |
1,288,316 | 2020-06-17 22:03:18 | 581,686,439,828 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 31.72 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | a95246f639f2657811f2dbd8cc8b51bf | 1,371,506,598 | 40.564176 | -80.231282 | 0 |
1,288,317 | 2020-06-17 22:03:27 | 3,514,865,930,894,695 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 15.05 | Christopher | Castaneda | M | 1632 Cohen Drive Suite 639 | High Rolls Mountain Park | NM | 88,325 | 32.9396 | -105.8189 | 899 | Naval architect | 1967-08-30 | a0de3edb1b55ff7a8517ddc8efa35381 | 1,371,506,607 | 33.922225 | -105.582227 | 0 |
1,288,318 | 2020-06-17 22:03:42 | 2,383,461,948,823,908 | fraud_Adams-Barrows | health_fitness | 41.2 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | 1f152b121274e7c88d7d6dfe2ef9f3f0 | 1,371,506,622 | 44.312962 | -71.303192 | 0 |
1,288,319 | 2020-06-17 22:04:14 | 4,512,828,414,983,802,000 | fraud_Willms, Kris and Bergnaum | shopping_pos | 1.75 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 65f6cd28555a9e22d9ae2ef29cd4639a | 1,371,506,654 | 40.65417 | -78.903415 | 0 |
1,288,320 | 2020-06-17 22:04:27 | 3,587,960,728,692,500 | fraud_Hyatt, Russel and Gleichner | health_fitness | 45.56 | 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 | 1d9dfc7190486d9994b65d505b07dec8 | 1,371,506,667 | 42.57925 | -95.151936 | 0 |
1,288,321 | 2020-06-17 22:05:50 | 30,235,438,713,303 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 7.29 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | e4a044236cd9a333ebdbe3eb475cb30f | 1,371,506,750 | 37.673714 | -82.48343 | 0 |
1,288,322 | 2020-06-17 22:06:21 | 3,560,725,013,359,375 | fraud_Kuhn Group | food_dining | 93.45 | Brooke | Smith | F | 63542 Luna Brook Apt. 012 | Notrees | TX | 79,759 | 31.8599 | -102.7413 | 23 | Cytogeneticist | 1969-09-15 | a12dd68f839a16e42b4c14ef7f19ed48 | 1,371,506,781 | 31.118277 | -102.104377 | 0 |
1,288,323 | 2020-06-17 22:07:04 | 2,222,001,896,600,109 | fraud_Zemlak, Tillman and Cremin | personal_care | 18.55 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | f9c0d41bf9a35726a2b2f430e3bd6c24 | 1,371,506,824 | 39.173175 | -90.028297 | 1 |
1,288,324 | 2020-06-17 22:07:52 | 4,681,601,008,538,160 | fraud_Pollich LLC | home | 36.67 | Tammy | Davis | F | 77663 Colleen Freeway | Moundsville | WV | 26,041 | 39.9148 | -80.731 | 16,183 | Physiotherapist | 1977-08-12 | 014dbd0ff9789a41c03bf5fc0bbf3ec5 | 1,371,506,872 | 39.86748 | -80.645991 | 0 |
1,288,325 | 2020-06-17 22:09:04 | 3,589,289,942,931,264 | fraud_Gutmann-Upton | misc_pos | 5.75 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 2e003dfe57a2f9dc2e7a044b11f5f0ac | 1,371,506,944 | 44.745978 | -98.322297 | 0 |
1,288,326 | 2020-06-17 22:09:14 | 38,014,427,445,058 | fraud_Brown Inc | kids_pets | 75.4 | Sonya | Jensen | F | 4470 Jillian Courts | Adams | WI | 53,910 | 43.8967 | -89.8219 | 3,508 | Sport and exercise psychologist | 1946-08-11 | 72f5ce17caebbb1c4b3a9760da703bdb | 1,371,506,954 | 43.515248 | -89.458413 | 0 |
1,288,327 | 2020-06-17 22:09:31 | 4,099,707,841,315,751 | fraud_Conroy-Emard | food_dining | 65.79 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | 84a58f8a9d5a07adb78932f2fe38159c | 1,371,506,971 | 39.04263 | -79.11413 | 0 |
1,288,328 | 2020-06-17 22:09:57 | 4,623,560,839,669 | fraud_Yost-Rogahn | personal_care | 27.46 | Vincent | Waller | M | 9379 Vanessa Run Apt. 400 | Lohrville | IA | 51,453 | 42.2619 | -94.5566 | 695 | Administrator | 1954-07-15 | ea4cf8587b1189840a4e449f20067537 | 1,371,506,997 | 42.314117 | -93.847176 | 0 |
1,288,329 | 2020-06-17 22:10:17 | 4,181,833,256,558,614,000 | fraud_Roob, Conn and Tremblay | shopping_pos | 10.88 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 06c0a0f19198088b9757f126962bfe54 | 1,371,507,017 | 37.204944 | -106.045833 | 0 |
1,288,330 | 2020-06-17 22:10:58 | 4,538,566,639,857 | fraud_White and Sons | home | 17.7 | Jerry | Kelly | M | 3539 Mckenzie Stream | Fairview | NJ | 7,022 | 40.817 | -74 | 13,835 | Programmer, multimedia | 1967-05-28 | 3eec5c590a97f12503b33273e060e507 | 1,371,507,058 | 40.09113 | -73.861928 | 0 |
1,288,331 | 2020-06-17 22:11:34 | 30,143,535,920,989 | fraud_Schmeler-Howe | personal_care | 8.85 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | e17ed42eb3eb545befa8d4137081d6bf | 1,371,507,094 | 40.027403 | -74.675961 | 0 |
1,288,332 | 2020-06-17 22:11:40 | 2,233,882,705,243,596 | fraud_Reilly LLC | home | 23.48 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | 8c139afe5c8e7654db7329f69b248ded | 1,371,507,100 | 33.110486 | -89.965499 | 0 |
1,288,333 | 2020-06-17 22:11:58 | 4,400,011,257,587,662,000 | fraud_Boehm, Predovic and Reinger | misc_pos | 148.56 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | e958c50271891b4b592b195431cc1c13 | 1,371,507,118 | 41.022174 | -98.295127 | 0 |
1,288,334 | 2020-06-17 22:12:18 | 30,266,994,494,236 | fraud_Quitzon-Goyette | home | 15.55 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | 82ceddd5681e5c36f44a3210ef2b06ea | 1,371,507,138 | 37.89945 | -77.543394 | 0 |
1,288,335 | 2020-06-17 22:12:31 | 2,450,829,271,795,901 | fraud_Hirthe-Beier | health_fitness | 41.14 | Timothy | Kirby | M | 7309 Sophia Causeway Suite 702 | Sauk Rapids | MN | 56,379 | 45.604 | -94.1591 | 16,163 | Hydrographic surveyor | 1987-02-22 | 3fed37dcfbca0febcb83462aec18e1f1 | 1,371,507,151 | 45.17124 | -94.182434 | 0 |
1,288,336 | 2020-06-17 22:12:37 | 4,979,422,371,139,333 | fraud_Heaney-Marquardt | entertainment | 39.64 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | 81f92504c5dc0c2594b108cb2f9aba4c | 1,371,507,157 | 41.399334 | -98.762716 | 0 |
1,288,337 | 2020-06-17 22:13:11 | 5,410,056,176,712,193 | fraud_Dare-Gibson | health_fitness | 59.14 | Jeffrey | Krause | M | 4742 Alexandria Mountain | New Franken | WI | 54,229 | 44.5592 | -87.8235 | 4,306 | Art therapist | 1989-10-19 | e618a6f656bb35421d4f75790ce3cbca | 1,371,507,191 | 44.626614 | -88.004073 | 0 |
1,288,338 | 2020-06-17 22:13:33 | 180,036,456,789,979 | fraud_Smith-Stokes | misc_pos | 1.3 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | 6d9193c44735a20fb3b2a0e75c3c4618 | 1,371,507,213 | 43.812095 | -90.768335 | 0 |
1,288,339 | 2020-06-17 22:13:59 | 343,819,048,608,995 | fraud_Rau-Robel | kids_pets | 115.06 | Shelby | Cannon | F | 1535 Ryan Burgs Suite 919 | Des Moines | IA | 50,312 | 41.5855 | -93.6719 | 222,785 | Wellsite geologist | 1956-01-24 | a601106497262855c086fa97bcb7277e | 1,371,507,239 | 40.894634 | -94.216269 | 0 |
1,288,340 | 2020-06-17 22:14:34 | 3,520,550,088,202,337 | fraud_Bernhard, Grant and Langworth | shopping_pos | 106.33 | Micheal | Walters | M | 15315 Vaughn Park Suite 356 | Hovland | MN | 55,606 | 47.8342 | -90.0476 | 272 | Freight forwarder | 2001-07-05 | 154e48cdb426d8fa73451f372ec73214 | 1,371,507,274 | 48.507538 | -90.476961 | 0 |
1,288,341 | 2020-06-17 22:14:56 | 3,575,789,281,659,026 | fraud_Bernhard, Grant and Langworth | shopping_pos | 25.98 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 0116c1ebec5bbe3064046d3427511b05 | 1,371,507,296 | 39.074218 | -93.037465 | 0 |
1,288,342 | 2020-06-17 22:15:24 | 4,301,028,321,766,222,300 | fraud_Lesch, D'Amore and Brown | food_dining | 59.8 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | 061b3fd1d6bebb8a712489a9e183cf3b | 1,371,507,324 | 40.65859 | -80.890522 | 0 |
1,288,343 | 2020-06-17 22:15:29 | 342,952,484,382,519 | fraud_Thompson-Gleason | health_fitness | 4.25 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 2f418e16b671181b223019bc02b46d52 | 1,371,507,329 | 42.652274 | -72.647713 | 0 |
1,288,344 | 2020-06-17 22:15:38 | 374,497,717,543,058 | fraud_Lemke and Sons | travel | 3.92 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | a9fec54323cb5fb5248248e6f214ba78 | 1,371,507,338 | 47.602115 | -100.938254 | 0 |
1,288,345 | 2020-06-17 22:16:11 | 4,302,475,216,404,898 | fraud_Connelly-Carter | home | 66.79 | Daniel | Cain | M | 384 Newman Forks Apt. 370 | Belmond | IA | 50,421 | 42.8511 | -93.62 | 3,032 | Community pharmacist | 1964-08-08 | 7ce0e2723aa2c940298e3195c2ed2a41 | 1,371,507,371 | 42.3437 | -93.634875 | 0 |
1,288,346 | 2020-06-17 22:18:30 | 342,319,985,983,023 | fraud_Kozey-Boehm | shopping_net | 970.54 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 85c5e27ff9cf3c494d0d582b94536dba | 1,371,507,510 | 42.808484 | -75.47137 | 1 |
1,288,347 | 2020-06-17 22:19:09 | 5,130,484,058,948,421 | fraud_Bode-Rempel | kids_pets | 49.81 | Ronald | White | M | 25713 Hamilton Grove Apt. 903 | Beaverdam | OH | 45,808 | 40.8314 | -83.9758 | 349 | Museum/gallery conservator | 1978-12-25 | ed72acf92d303dc77ce348e6631e9114 | 1,371,507,549 | 39.997254 | -84.584112 | 0 |
1,288,348 | 2020-06-17 22:19:13 | 2,703,186,189,652,095 | fraud_Hilpert-Conroy | kids_pets | 5.7 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | 1cad87c1d6e136e1b4ebd763bafe7bdb | 1,371,507,553 | 36.071291 | -80.622864 | 0 |
1,288,349 | 2020-06-17 22:19:21 | 343,464,013,864,032 | fraud_Eichmann-Kilback | home | 64.39 | Jodi | Foster | F | 551 Zachary Freeway | Bailey | NC | 27,807 | 35.8072 | -78.0892 | 6,629 | Call centre manager | 1962-08-13 | 9040d71fa76a8240cefdea3ac2669aa1 | 1,371,507,561 | 36.794979 | -78.860718 | 0 |
1,288,350 | 2020-06-17 22:21:18 | 3,553,629,419,254,918 | fraud_Adams-Barrows | health_fitness | 31.69 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | fc38fdfa8989346d169c516f698f7654 | 1,371,507,678 | 49.024071 | -122.067574 | 0 |
1,288,351 | 2020-06-17 22:22:15 | 2,254,917,871,818,484 | fraud_Renner Ltd | home | 36.14 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | a476f1b23d8727bd967822ceceda68f6 | 1,371,507,735 | 38.586197 | -76.902138 | 0 |
1,288,352 | 2020-06-17 22:23:24 | 4,855,488,158,131,690,000 | fraud_Little Ltd | kids_pets | 49.19 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | a7048ac4a0c742e4d445ddc2160e4249 | 1,371,507,804 | 44.710386 | -71.937335 | 0 |
1,288,353 | 2020-06-17 22:23:49 | 2,242,542,703,101,233 | fraud_Friesen Inc | shopping_pos | 154.42 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 3a65335a6ce01c8306046760d2715bb6 | 1,371,507,829 | 38.988585 | -84.744614 | 0 |
1,288,354 | 2020-06-17 22:25:28 | 6,011,438,889,172,900 | fraud_Kilback Group | food_dining | 181.2 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | f4b448cc80867aed6a67d107cf3fc946 | 1,371,507,928 | 34.627917 | -92.208438 | 0 |
1,288,355 | 2020-06-17 22:25:36 | 3,508,104,404,056,005 | fraud_Metz-Boehm | shopping_pos | 9.67 | Michael | Fisher | M | 401 Escobar Port | East Troy | WI | 53,120 | 42.8035 | -88.4092 | 9,679 | Engineer, production | 1991-04-11 | 3c5d47da806b85e7166f3c34b6d5a231 | 1,371,507,936 | 42.474472 | -87.646615 | 0 |
1,288,356 | 2020-06-17 22:25:45 | 213,141,712,584,544 | fraud_Beier-Hyatt | shopping_pos | 19.72 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 282d751b703106b86fff8f634e1ec05f | 1,371,507,945 | 31.349408 | -89.217458 | 0 |
1,288,357 | 2020-06-17 22:26:15 | 4,228,411,452,607,671 | fraud_Stiedemann Inc | misc_pos | 8.92 | Aaron | Stewart | M | 400 Zuniga Pine | Winthrop | ME | 4,364 | 44.3229 | -69.9576 | 6,025 | Advertising account planner | 1995-04-22 | f7d1fa50f81299333d4eb3447acc7910 | 1,371,507,975 | 43.547828 | -69.157984 | 0 |
1,288,358 | 2020-06-17 22:26:35 | 6,011,679,934,075,347 | fraud_Predovic Inc | shopping_net | 6.13 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | e6051e242c63260e10f60ff890494433 | 1,371,507,995 | 41.560059 | -106.467195 | 0 |
1,288,359 | 2020-06-17 22:27:07 | 4,003,989,662,068,504 | fraud_Cormier, Stracke and Thiel | entertainment | 11.14 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | f456c41b14f9adb8610a34494589edb8 | 1,371,508,027 | 32.639761 | -86.80899 | 0 |
1,288,360 | 2020-06-17 22:27:24 | 4,939,976,756,738,216 | fraud_Hickle Group | shopping_pos | 42.07 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | d6f3355bee073f5b6c7d7b776311c1b8 | 1,371,508,044 | 27.272545 | -99.028634 | 0 |
1,288,361 | 2020-06-17 22:27:53 | 4,658,490,815,480,264 | fraud_Reichert-Weissnat | travel | 1.1 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 71fe87a3c654e898c155d6b8b2678479 | 1,371,508,073 | 39.275252 | -78.904687 | 0 |
1,288,362 | 2020-06-17 22:28:51 | 5,152,054,598,359,927 | fraud_Rempel Inc | shopping_net | 7.55 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | d63b9647445d2c28fe4c9d3eccf63baa | 1,371,508,131 | 29.607225 | -90.261316 | 0 |
1,288,363 | 2020-06-17 22:30:01 | 6,011,652,924,285,713 | fraud_Thiel Ltd | travel | 2.45 | Kathryn | Smith | F | 19838 Tonya Prairie Apt. 947 | Rocky Mount | MO | 65,072 | 38.2911 | -92.7059 | 1,847 | Tax inspector | 1988-10-26 | 0e1be674956de6b2ea25d9542d931028 | 1,371,508,201 | 37.297042 | -92.447433 | 0 |
1,288,364 | 2020-06-17 22:30:57 | 3,504,178,999,463,051 | fraud_Gaylord-Powlowski | home | 85.61 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | fd3547824136923a71102f79b1872ebf | 1,371,508,257 | 39.967862 | -84.115969 | 0 |
1,288,365 | 2020-06-17 22:32:00 | 2,222,001,896,600,109 | fraud_Cruickshank-Mills | entertainment | 625.06 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | c0580f96fd0cf3a734bd41e06f63464c | 1,371,508,320 | 37.948864 | -89.634493 | 1 |
1,288,366 | 2020-06-17 22:32:20 | 3,586,955,669,388,457 | fraud_Turner LLC | travel | 533.65 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | 1a60ce192ae649f09b80e928b40dc4ed | 1,371,508,340 | 40.5489 | -79.35999 | 0 |
1,288,367 | 2020-06-17 22:32:27 | 30,290,551,782,700 | fraud_Hagenes, Hermann and Stroman | travel | 5.21 | John | Clarke | M | 27909 Peter Motorway | Cadiz | KY | 42,211 | 36.802 | -87.8286 | 13,422 | Commissioning editor | 1961-09-03 | 4d422ea9813407695a24b02f8fe3cdd8 | 1,371,508,347 | 37.294894 | -88.100473 | 0 |
1,288,368 | 2020-06-17 22:33:02 | 4,988,304,376,504 | fraud_Larkin Ltd | kids_pets | 45.98 | William | Thompson | M | 977 Rita Grove Apt. 000 | Rock Tavern | NY | 12,575 | 41.4575 | -74.1659 | 2,258 | Building surveyor | 1937-03-17 | d6d4ec146df9449d11f7bc07314e03f8 | 1,371,508,382 | 41.758734 | -74.117069 | 0 |
1,288,369 | 2020-06-17 22:34:36 | 4,998,109,455,173,950 | fraud_Fisher Inc | shopping_net | 3.11 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | 41c85bf2bd7111ad6368f4448553a79f | 1,371,508,476 | 38.098696 | -94.19553 | 0 |
1,288,370 | 2020-06-17 22:35:09 | 4,658,117,080,136 | fraud_McKenzie-Huels | food_dining | 87.8 | Dwayne | Martinez | M | 490 Baldwin Alley Apt. 468 | Crownpoint | NM | 87,313 | 35.7206 | -108.0271 | 5,662 | IT consultant | 1989-04-08 | fcc3689e53fcc166a487739cfc2167b8 | 1,371,508,509 | 35.386666 | -108.500051 | 0 |
1,288,371 | 2020-06-17 22:36:40 | 3,512,365,128,314,616 | fraud_Moore, Williamson and Emmerich | home | 11.33 | Francisco | Kemp | M | 9554 Flores Drive | Arnold | MO | 63,010 | 38.4305 | -90.387 | 35,439 | Land/geomatics surveyor | 1985-03-31 | 1c3a623f1ead1502540a75848bfa1371 | 1,371,508,600 | 39.166031 | -89.998241 | 0 |
1,288,372 | 2020-06-17 22:37:40 | 4,725,673,654,161,314 | fraud_Dare-Gibson | health_fitness | 39.45 | Alex | White | M | 874 Fred Knolls Apt. 609 | Orient | NY | 11,957 | 41.1437 | -72.2879 | 743 | Video editor | 1968-09-19 | 8fc7042a4b2c34248ff8531d786df8f3 | 1,371,508,660 | 41.842361 | -72.773134 | 0 |
1,288,373 | 2020-06-17 22:37:45 | 502,038,091,380 | fraud_Bernier and Sons | kids_pets | 46.75 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | d82fad9dd2833982bc828db659943a6a | 1,371,508,665 | 36.999005 | -92.8331 | 0 |
1,288,374 | 2020-06-17 22:37:50 | 3,519,607,465,576,254 | fraud_O'Connell, Botsford and Hand | home | 57.66 | Audrey | Gonzalez | F | 34180 Lopez Plaza | Fields Landing | CA | 95,537 | 40.7268 | -124.2174 | 276 | Scientist, audiological | 1929-05-06 | 46ab3db2b74456b25b47696a0b4fb3a5 | 1,371,508,670 | 40.787861 | -123.83363 | 0 |
1,288,375 | 2020-06-17 22:38:53 | 3,527,536,963,490,470 | fraud_Rau-Robel | kids_pets | 20.91 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 22e2a4ebe5f6cc8e55ec664a387b073a | 1,371,508,733 | 33.929482 | -80.478192 | 1 |
1,288,376 | 2020-06-17 22:38:54 | 4,777,065,439,639,721 | fraud_Ebert-Daugherty | travel | 504.57 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | 892ae29d5c1618eb63eccab9b616c744 | 1,371,508,734 | 39.741717 | -76.085119 | 0 |
1,288,377 | 2020-06-17 22:40:07 | 4,689,147,265,057,949,000 | fraud_Bode-Rempel | kids_pets | 43.04 | Steven | Brooks | M | 2622 Reynolds Isle | Manley | NE | 68,403 | 40.9207 | -96.168 | 206 | Human resources officer | 1967-10-04 | b662cf79ca3a4001a5e6917738ae6765 | 1,371,508,807 | 40.210628 | -96.060816 | 0 |
1,288,378 | 2020-06-17 22:40:20 | 342,319,985,983,023 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 882.62 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | ad24818613dbd374ec9e755f39012c33 | 1,371,508,820 | 42.880832 | -74.882047 | 1 |
1,288,379 | 2020-06-17 22:40:28 | 4,134,456,652,433,447 | fraud_Gottlieb-Hansen | personal_care | 8.61 | Lawrence | Ellis | M | 1471 Alicia Flat Apt. 993 | Springfield Gardens | NY | 11,413 | 40.6645 | -73.7559 | 38,912 | Production manager | 1961-11-07 | 03efa89f3af1014fa177130e8da297e1 | 1,371,508,828 | 41.57585 | -74.481601 | 0 |
1,288,380 | 2020-06-17 22:40:38 | 3,559,160,581,764,413 | fraud_Ernser-Feest | home | 87.75 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 877e4db1341f31eb397612feee044233 | 1,371,508,838 | 43.233467 | -77.951369 | 0 |
1,288,381 | 2020-06-17 22:41:30 | 5,130,484,058,948,421 | fraud_Kutch-Wilderman | home | 77.33 | Ronald | White | M | 25713 Hamilton Grove Apt. 903 | Beaverdam | OH | 45,808 | 40.8314 | -83.9758 | 349 | Museum/gallery conservator | 1978-12-25 | d80a61f555726a3e577d4c7de88df96e | 1,371,508,890 | 41.453273 | -83.992079 | 0 |
1,288,382 | 2020-06-17 22:41:45 | 4,260,059,589,824,237 | fraud_Champlin and Sons | home | 186.2 | Aaron | Rogers | M | 969 Huerta Path Apt. 270 | Valentine | NE | 69,201 | 42.8062 | -100.6215 | 4,005 | Network engineer | 1945-03-15 | 964da1b833f2ae8a8a2929a49d0d4b09 | 1,371,508,905 | 43.799693 | -99.747179 | 0 |
1,288,383 | 2020-06-17 22:42:02 | 3,529,597,930,342,630 | fraud_Keeling-Crist | misc_pos | 4 | Melissa | Rodriguez | F | 81708 Christopher Plaza | Jordanville | NY | 13,361 | 42.8948 | -74.8209 | 824 | Travel agency manager | 1985-09-01 | 98426323d60433af11933a1d0fc9fb15 | 1,371,508,922 | 41.932333 | -74.513547 | 0 |
1,288,384 | 2020-06-17 22:42:03 | 6,011,492,816,282,597 | fraud_Stoltenberg-Beatty | shopping_pos | 7.98 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | f4088537802f486be509c22ebda95fc4 | 1,371,508,923 | 34.041721 | -92.830605 | 0 |
1,288,385 | 2020-06-17 22:42:24 | 2,720,012,583,106,919 | fraud_White and Sons | home | 70.98 | Joseph | Murray | M | 42933 Ryan Underpass | Manderson | SD | 57,756 | 43.3526 | -102.5411 | 1,126 | Volunteer coordinator | 1980-08-18 | 39e7fd94b5ef609d85a483777facfdd3 | 1,371,508,944 | 42.902046 | -102.408961 | 0 |
1,288,386 | 2020-06-17 22:44:41 | 2,720,830,304,681,674 | fraud_Hilpert-Conroy | kids_pets | 70.47 | Melissa | Aguilar | F | 21326 Taylor Squares Suite 708 | Clarksville | TN | 37,040 | 36.522 | -87.349 | 151,785 | Pathologist | 1974-03-28 | e271caa21a444f352b242dd582323033 | 1,371,509,081 | 36.005789 | -88.016136 | 0 |
1,288,387 | 2020-06-17 22:45:06 | 30,033,162,392,091 | fraud_Stark-Koss | home | 98.75 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | dde3c7a6f1baa49cb0c8c2aa838615ce | 1,371,509,106 | 42.686448 | -97.798634 | 0 |
1,288,388 | 2020-06-17 22:46:05 | 4,642,255,475,285,942 | fraud_McDermott-Rice | misc_pos | 2,703.62 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 181e3ec451fb422b808b5646f7726b99 | 1,371,509,165 | 38.864848 | -109.51506 | 0 |
1,288,389 | 2020-06-17 22:46:14 | 2,222,001,896,600,109 | fraud_Stoltenberg-Beatty | shopping_pos | 986.87 | Susan | Hernandez | F | 2193 Osborne Run Apt. 789 | Moro | IL | 62,067 | 38.9318 | -89.9618 | 2,401 | Buyer, industrial | 1972-01-03 | a1bf82dce5acbad489da5e7b07de0849 | 1,371,509,174 | 39.190251 | -90.498548 | 1 |
1,288,390 | 2020-06-17 22:47:12 | 376,262,134,119,629 | fraud_Ernser-Feest | home | 33.69 | Christopher | Carr | M | 62931 Ralph Court | Lakeland | FL | 33,813 | 27.9611 | -81.9398 | 237,282 | Radiographer, therapeutic | 1961-09-28 | f8c35ee785c977caab9e2861437ec06c | 1,371,509,232 | 27.026349 | -82.840293 | 0 |
1,288,391 | 2020-06-17 22:47:30 | 4,642,894,980,163 | fraud_Simonis-Prohaska | misc_pos | 16.9 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 7b839a4e6dab8c1b4a6d88be76c48b7b | 1,371,509,250 | 39.759104 | -95.571657 | 0 |
1,288,392 | 2020-06-17 22:48:17 | 4,822,367,783,500,458 | fraud_Lehner, Reichert and Mills | misc_pos | 106.56 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | cd89088a7012a0c2cc9224d2ec383f30 | 1,371,509,297 | 27.317828 | -80.610303 | 0 |
1,288,393 | 2020-06-17 22:48:39 | 342,319,985,983,023 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 766.4 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | 78c934f27b5fdceef1a5c8df672e3f9a | 1,371,509,319 | 41.202656 | -74.585576 | 1 |
1,288,394 | 2020-06-17 22:49:04 | 4,469,777,115,158,235,000 | fraud_McDermott, Osinski and Morar | home | 57.2 | Gregory | Graham | M | 4005 Dana Glens | Methuen | MA | 1,844 | 42.728 | -71.181 | 47,249 | Market researcher | 1980-11-22 | 0ba24c7dd8452c967d858181a14bcadb | 1,371,509,344 | 43.054995 | -72.082381 | 0 |
1,288,395 | 2020-06-17 22:49:27 | 30,197,398,657,930 | fraud_Little Ltd | kids_pets | 119.59 | April | Johnson | F | 9727 Deleon Mountain | Creedmoor | NC | 27,522 | 36.1124 | -78.6476 | 12,335 | Chief Strategy Officer | 1987-09-19 | 0cf6fee12262e98b0e61e54e19e59353 | 1,371,509,367 | 36.717096 | -79.428684 | 0 |
1,288,396 | 2020-06-17 22:49:44 | 3,585,052,663,373,890 | fraud_Lubowitz-Walter | kids_pets | 5.26 | Jeffery | Brown | M | 296 Maria Street | West Eaton | NY | 13,484 | 42.8546 | -75.6605 | 176 | Science writer | 1963-12-28 | 7b7370f0ad9ff375656a6be1c91761d9 | 1,371,509,384 | 42.071412 | -76.311399 | 0 |
1,288,397 | 2020-06-17 22:49:59 | 580,954,173,374 | fraud_Bahringer, Bergnaum and Quitzon | home | 94.19 | Jessica | Benitez | F | 31281 Thomas Inlet | Montrose | NY | 10,548 | 41.2496 | -73.9446 | 3,487 | Race relations officer | 1960-01-13 | 7b01ed527e643782ed45765dd8f4315c | 1,371,509,399 | 41.946905 | -74.298649 | 0 |
1,288,398 | 2020-06-17 22:50:04 | 4,839,615,922,685,395 | fraud_Parker-Kunde | personal_care | 100.04 | Phillip | Robertson | M | 85344 Smith Gateway Apt. 280 | Harrodsburg | IN | 47,434 | 39.013 | -86.5457 | 76 | Social researcher | 1955-05-06 | c22e4fefd843e994a145eeeb71305076 | 1,371,509,404 | 38.542866 | -87.145471 | 0 |
1,288,399 | 2020-06-17 22:50:13 | 342,952,484,382,519 | fraud_Skiles LLC | home | 90.26 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | b84dc9c1822b276ed938cdf9a3ea5801 | 1,371,509,413 | 41.536166 | -72.927063 | 0 |
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