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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9,200 | 2020-06-23 19:59:02 | 3,593,399,694,467,427 | fraud_Gerhold LLC | home | 18.3 | Douglas | Smith | M | 85932 Marc Throughway Apt. 080 | Knowlesville | NY | 14,479 | 43.2363 | -78.3138 | 275 | TEFL teacher | 1964-08-18 | 397294afcefa7c3c4637ecd8b81c0262 | 1,372,017,542 | 44.151126 | -77.930957 | 0 |
9,201 | 2020-06-23 19:59:10 | 4,449,530,933,957,323 | fraud_Witting, Beer and Ernser | home | 22.17 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | 43c436c342c9d613049a35d78d9dbace | 1,372,017,550 | 38.665558 | -122.717259 | 0 |
9,202 | 2020-06-23 19:59:17 | 3,537,797,820,923,602 | fraud_O'Reilly, Mohr and Purdy | home | 85.46 | Christie | Mendoza | F | 53142 Katrina Roads Suite 889 | Monitor | WA | 98,836 | 47.4852 | -120.4158 | 584 | Medical technical officer | 1969-03-20 | 4db3a83a79dec7eb1be7cdaabb5989df | 1,372,017,557 | 47.491668 | -119.7047 | 0 |
9,203 | 2020-06-23 19:59:26 | 2,266,735,643,685,262 | fraud_Fritsch LLC | travel | 1.08 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 8e2fefff7c1a89727b1a205348077522 | 1,372,017,566 | 35.228944 | -86.15235 | 0 |
9,204 | 2020-06-23 19:59:28 | 6,011,104,316,292,105 | fraud_Gaylord-Powlowski | home | 69.76 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | d3a9219d771dfc4d526be47e2eacf54c | 1,372,017,568 | 37.27989 | -78.840595 | 0 |
9,205 | 2020-06-23 19:59:31 | 2,305,336,922,781,618 | fraud_Will Ltd | food_dining | 53.39 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | d05961c9c192be72112fdf7c7fbf7822 | 1,372,017,571 | 39.87113 | -93.639826 | 0 |
9,206 | 2020-06-23 20:00:24 | 5,540,636,818,935,089 | fraud_Haley, Batz and Auer | health_fitness | 62.43 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 897c8f1cc961ce58cbfc681b9c97ce6a | 1,372,017,624 | 42.707125 | -70.211385 | 0 |
9,207 | 2020-06-23 20:00:27 | 2,719,496,466,799,416 | fraud_Gulgowski LLC | home | 114.69 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | 77dc833af02bb0b69d004e346e929db9 | 1,372,017,627 | 45.226533 | -104.491415 | 0 |
9,208 | 2020-06-23 20:00:39 | 4,642,255,475,285,942 | fraud_Lemke-Gutmann | shopping_net | 8.99 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | d50fe9a20c28ae72ca0d11ebbfd495f3 | 1,372,017,639 | 38.352008 | -109.15682 | 0 |
9,209 | 2020-06-23 20:00:40 | 4,430,881,574,719,618 | fraud_Carroll PLC | health_fitness | 33.9 | Alicia | Morales | F | 4456 Dunn Roads | Meredith | CO | 81,642 | 39.3199 | -106.6596 | 61 | Public relations account executive | 1939-11-04 | c0234d88cc23c199874bb6fa5397da58 | 1,372,017,640 | 39.950385 | -107.168025 | 0 |
9,210 | 2020-06-23 20:00:55 | 213,141,712,584,544 | fraud_Upton PLC | entertainment | 143.2 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 569caead53d3ff851ae65907a44c2ab3 | 1,372,017,655 | 32.805486 | -90.618129 | 0 |
9,211 | 2020-06-23 20:01:31 | 3,527,536,963,490,470 | fraud_Kerluke Inc | misc_net | 4.12 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | d93b16397cb470cc2e6263aad0e4d741 | 1,372,017,691 | 32.177752 | -80.739687 | 0 |
9,212 | 2020-06-23 20:01:33 | 6,547,670,341,037,171 | fraud_Hamill-D'Amore | health_fitness | 9.88 | Bryce | Joseph | M | 148 Baker Field | Chester Heights | PA | 19,017 | 39.8839 | -75.4669 | 348 | Management consultant | 1945-05-05 | 54f2c295678cb38c75341c777d04c1b8 | 1,372,017,693 | 39.458167 | -75.337935 | 0 |
9,213 | 2020-06-23 20:01:41 | 376,028,110,684,021 | fraud_Hettinger, McCullough and Fay | home | 83.35 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | afd6c8a5b84df2e0ebfc324789f82fc4 | 1,372,017,701 | 40.176797 | -93.930877 | 0 |
9,214 | 2020-06-23 20:02:24 | 4,642,894,980,163 | fraud_Lemke-Gutmann | shopping_net | 2.59 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 28d9dd18824ef8504be4ca50499438ca | 1,372,017,744 | 41.433705 | -94.774822 | 0 |
9,215 | 2020-06-23 20:02:25 | 6,011,724,471,098,086 | fraud_Erdman-Schaden | personal_care | 18.8 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | d58fa372ab845ce4b736f9ba8f205e1e | 1,372,017,745 | 46.335896 | -118.304654 | 0 |
9,216 | 2020-06-23 20:02:43 | 6,011,104,316,292,105 | fraud_Rippin-VonRueden | health_fitness | 64.76 | Valerie | Davis | F | 3861 Anderson Ramp Apt. 536 | Drakes Branch | VA | 23,937 | 36.9688 | -78.5615 | 1,970 | Energy engineer | 1985-09-02 | 205b896137189f145f86261f6b00e75d | 1,372,017,763 | 37.300259 | -78.493307 | 0 |
9,217 | 2020-06-23 20:03:03 | 4,736,845,434,667,908,000 | fraud_Bahringer, Osinski and Block | food_dining | 25.38 | Toni | Gomez | F | 062 Carl Dam | Altona | NY | 12,910 | 44.8816 | -73.6408 | 2,148 | Surveyor, land/geomatics | 1953-05-23 | b0fa73d6ec630cbdeea5a7c5163a2e3d | 1,372,017,783 | 43.921793 | -73.133953 | 0 |
9,218 | 2020-06-23 20:03:23 | 6,011,626,928,491,360 | fraud_O'Reilly, Mohr and Purdy | home | 52.12 | Heather | Roberts | F | 62934 Maria Cliffs Suite 350 | Bethel Springs | TN | 38,315 | 35.2289 | -88.644 | 3,876 | Senior tax professional/tax inspector | 1960-11-19 | 273b5d90a58b44e617e49d23ae98987b | 1,372,017,803 | 35.707846 | -88.717639 | 0 |
9,219 | 2020-06-23 20:04:02 | 378,858,024,506,425 | fraud_Hagenes, Kohler and Hoppe | food_dining | 27.26 | Debra | Eaton | F | 72743 Brian Run | Paradise Valley | AZ | 85,253 | 33.5494 | -111.9565 | 17,047 | Building surveyor | 1935-01-29 | 2f7c33852f17d33a84ff59b23016f74f | 1,372,017,842 | 32.653665 | -112.296368 | 0 |
9,220 | 2020-06-23 20:04:03 | 345,389,171,551,808 | fraud_Barrows PLC | shopping_pos | 2.78 | Justin | Fowler | M | 5569 Phillips Neck Apt. 003 | Coffeeville | MS | 38,922 | 33.9215 | -89.6782 | 3,451 | Financial trader | 1984-05-19 | d2392574beed291e2879bb5955c68557 | 1,372,017,843 | 34.621786 | -88.783972 | 0 |
9,221 | 2020-06-23 20:04:11 | 580,954,173,374 | fraud_Schaefer Ltd | kids_pets | 143.11 | Jessica | Benitez | F | 31281 Thomas Inlet | Montrose | NY | 10,548 | 41.2496 | -73.9446 | 3,487 | Race relations officer | 1960-01-13 | 842c6c3d7bc5b7fe411c0914504f4ea7 | 1,372,017,851 | 40.999058 | -73.169924 | 0 |
9,222 | 2020-06-23 20:04:13 | 3,506,592,072,985,012 | fraud_Roob, Conn and Tremblay | shopping_pos | 6.91 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | 9c843929e30a437b4287dc6ff4248c60 | 1,372,017,853 | 37.956853 | -91.223056 | 0 |
9,223 | 2020-06-23 20:04:57 | 3,531,129,874,770,000 | fraud_Willms, Kris and Bergnaum | shopping_pos | 61.17 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 6aec84f0101d47341455c8cf5914ceef | 1,372,017,897 | 43.024341 | -73.481366 | 0 |
9,224 | 2020-06-23 20:05:14 | 4,477,156,602,511,939,600 | fraud_Hills-Boyer | personal_care | 18.1 | Angela | Ross | F | 0107 Clements Point | American Fork | UT | 84,003 | 40.3928 | -111.7941 | 42,384 | Futures trader | 1992-12-29 | 92cbf02845cf8279a9bc47f9c12b411e | 1,372,017,914 | 41.173096 | -111.942912 | 0 |
9,225 | 2020-06-23 20:05:20 | 6,534,628,260,579,800 | fraud_Frami Group | entertainment | 91.83 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 4392641a1fdae90322e23edee7d35b5c | 1,372,017,920 | 44.362633 | -72.465659 | 0 |
9,226 | 2020-06-23 20:05:35 | 375,974,680,629,816 | fraud_Connelly PLC | food_dining | 114.45 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | c1a3b6be51d55830e3f397c75cfa9cb7 | 1,372,017,935 | 42.008608 | -72.23422 | 0 |
9,227 | 2020-06-23 20:05:46 | 3,567,697,931,646,329 | fraud_Williamson LLC | misc_pos | 13.79 | John | Stevens | M | 428 Morgan River | Hudson | NY | 12,534 | 42.247 | -73.7552 | 17,867 | Travel agency manager | 1998-07-29 | 1a534a2433556b1ada27ce5c99d274d1 | 1,372,017,946 | 42.547484 | -74.303834 | 0 |
9,228 | 2020-06-23 20:05:50 | 4,128,730,454,058,057,700 | fraud_Erdman-Schaden | personal_care | 160.14 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | e27a92d11d82e60a1c014ae60800f7c0 | 1,372,017,950 | 31.09301 | -94.672778 | 0 |
9,229 | 2020-06-23 20:06:15 | 340,953,839,692,349 | fraud_Pouros, Walker and Spencer | kids_pets | 15.62 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | a55cb907e7a5e4fe0ed30a4b88b8e1f2 | 1,372,017,975 | 42.37713 | -83.278938 | 0 |
9,230 | 2020-06-23 20:06:24 | 6,592,861,994,408,652 | fraud_Weimann-Lockman | kids_pets | 36.82 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | 170814f6e3b1f950ffb71a72115c9337 | 1,372,017,984 | 42.112348 | -78.344666 | 0 |
9,231 | 2020-06-23 20:06:33 | 5,501,083,170,975,659 | fraud_Fritsch and Sons | health_fitness | 2.6 | Wayne | Payne | M | 587 Bradley Inlet Suite 281 | Cuyahoga Falls | OH | 44,223 | 41.1464 | -81.5107 | 47,772 | Equities trader | 1966-01-04 | 5d13b8d624362ed19e52af70b2c576d5 | 1,372,017,993 | 40.344748 | -80.715647 | 0 |
9,232 | 2020-06-23 20:06:42 | 3,560,697,798,177,746 | fraud_Jerde-Hermann | travel | 9.24 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | 8bd807d3b0c1c9ad07e98002c9af8576 | 1,372,018,002 | 34.241875 | -116.111443 | 0 |
9,233 | 2020-06-23 20:06:43 | 4,683,638,447,911 | fraud_Ullrich Ltd | kids_pets | 52.49 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | fe57384f5063ac5fdde403ba18cd1b04 | 1,372,018,003 | 30.593611 | -91.619626 | 0 |
9,234 | 2020-06-23 20:06:56 | 4,102,003,771,126,577,700 | fraud_Spencer PLC | entertainment | 4.36 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | 318a8cb94650dc829566f83f044d9de6 | 1,372,018,016 | 32.835777 | -96.823491 | 0 |
9,235 | 2020-06-23 20:07:01 | 370,877,495,212,014 | fraud_Breitenberg-Hermiston | kids_pets | 67.82 | Sarah | Clark | F | 25961 Beverly Union Apt. 042 | North Wilkesboro | NC | 28,659 | 36.2017 | -81.1286 | 21,134 | Dispensing optician | 1984-03-06 | 2a32aa7de7f649c8fff8988216a5e4db | 1,372,018,021 | 36.204566 | -80.925405 | 0 |
9,236 | 2020-06-23 20:07:16 | 4,302,480,582,202,074 | fraud_McKenzie-Huels | food_dining | 3.17 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | 69064b83c9f210503d20f5147a24efe2 | 1,372,018,036 | 42.685629 | -85.540119 | 0 |
9,237 | 2020-06-23 20:07:22 | 630,469,040,731 | fraud_Skiles LLC | home | 52.08 | Meredith | Ayala | F | 7107 Henderson Station | Cascade Locks | OR | 97,014 | 45.671 | -121.8686 | 1,288 | Barrister | 1936-05-01 | 584e36da42f89687b520f7e61ab5c099 | 1,372,018,042 | 45.212839 | -121.6649 | 0 |
9,238 | 2020-06-23 20:07:23 | 4,400,011,257,587,662,000 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 8.19 | Marissa | Powell | F | 474 Allen Haven | North Loup | NE | 68,859 | 41.4972 | -98.7858 | 509 | Nurse, children's | 1980-09-15 | 460deed0159b986b0d03a5ed85f9ee06 | 1,372,018,043 | 42.219034 | -98.030832 | 0 |
9,239 | 2020-06-23 20:07:26 | 3,561,963,695,236,764 | fraud_Bednar PLC | kids_pets | 56.69 | Michael | Lee | M | 7915 Dawn Roads Apt. 544 | Shelter Island | NY | 11,964 | 41.064 | -72.3366 | 1,858 | Clinical biochemist | 1984-03-03 | c6f4a32931dc592f53e362374eee4f37 | 1,372,018,046 | 41.911722 | -72.792414 | 0 |
9,240 | 2020-06-23 20:07:26 | 348,789,608,637,806 | fraud_Hills, Hegmann and Schaefer | health_fitness | 14.17 | Megan | Murphy | F | 53696 Laura Radial | Holstein | NE | 68,950 | 40.4542 | -98.6538 | 331 | Telecommunications researcher | 1950-08-19 | 9342969683aad535e4d5cfc3c595af85 | 1,372,018,046 | 39.627636 | -99.107848 | 0 |
9,241 | 2020-06-23 20:07:41 | 3,577,663,406,369,449 | fraud_Lakin, Ferry and Beatty | food_dining | 154.46 | Cody | Hooper | M | 7233 John Parks | Lepanto | AR | 72,354 | 35.6069 | -90.3359 | 2,470 | Counselling psychologist | 1968-10-06 | c01d5e025b7681ddfc222a9711d08498 | 1,372,018,061 | 36.294589 | -90.041936 | 0 |
9,242 | 2020-06-23 20:07:41 | 4,302,480,582,202,074 | fraud_Hermiston, Pacocha and Smith | health_fitness | 85.5 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | c3572caffb0136593f0bb5a18b7f3616 | 1,372,018,061 | 43.72764 | -86.361946 | 0 |
9,243 | 2020-06-23 20:08:07 | 581,293,083,266 | fraud_Volkman PLC | food_dining | 57.46 | William | Thomas | M | 39227 Mcpherson Shoals | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Podiatrist | 1989-10-06 | ca7912e6f4205df15838e174f5603684 | 1,372,018,087 | 37.282248 | -98.164649 | 0 |
9,244 | 2020-06-23 20:08:07 | 639,023,984,367 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 3.63 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | bbb840182a331a709ec5ec1e834ba840 | 1,372,018,087 | 45.43429 | -74.572776 | 0 |
9,245 | 2020-06-23 20:08:17 | 213,156,747,557,083 | fraud_Reichert-Weissnat | travel | 7.43 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 34c22f1587d231c634685a69659acec4 | 1,372,018,097 | 33.456416 | -118.381992 | 0 |
9,246 | 2020-06-23 20:08:18 | 4,377,338,765,909,719 | fraud_Bartoletti and Sons | personal_care | 1.87 | Nicholas | Mcmahon | M | 2123 Jonathan Falls Suite 753 | Heiskell | TN | 37,754 | 36.115 | -84.0438 | 4,729 | Geologist, wellsite | 1982-04-19 | 5008ed790dd4ae5de74205f8285f38ef | 1,372,018,098 | 36.491578 | -84.595256 | 0 |
9,247 | 2020-06-23 20:08:19 | 4,433,091,568,498,503 | fraud_Cormier LLC | health_fitness | 8.19 | Linda | Davis | F | 493 Todd Views | Gaithersburg | MD | 20,882 | 39.2335 | -77.1458 | 135,332 | Clinical biochemist | 1936-03-28 | 387f6d117a0f542ee827b2b9105f026f | 1,372,018,099 | 39.463246 | -77.740213 | 0 |
9,248 | 2020-06-23 20:08:53 | 4,658,490,815,480,264 | fraud_Little Ltd | kids_pets | 32.59 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 4114fa1eb4b777e09f9877768da5ed72 | 1,372,018,133 | 40.725207 | -79.385037 | 0 |
9,249 | 2020-06-23 20:09:18 | 30,266,994,494,236 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 49.53 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | ea014b3436bcdf6216951bbe31ca14a7 | 1,372,018,158 | 38.00242 | -78.422219 | 0 |
9,250 | 2020-06-23 20:09:27 | 30,551,643,947,183 | fraud_Bahringer-Streich | food_dining | 155.72 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 363370e9b6efb8cbe2a827d2a7130009 | 1,372,018,167 | 35.581745 | -82.320999 | 0 |
9,251 | 2020-06-23 20:09:29 | 3,577,578,023,716,568 | fraud_Kuhic LLC | shopping_net | 8.09 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 5997cdf3ec36e50ab44dccef70bef4d2 | 1,372,018,169 | 41.931628 | -80.399256 | 0 |
9,252 | 2020-06-23 20:09:38 | 4,301,028,321,766,222,300 | fraud_Abbott-Steuber | personal_care | 69 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | c9a25cc5c69af0433b8e11807755344a | 1,372,018,178 | 41.198987 | -80.160867 | 0 |
9,253 | 2020-06-23 20:09:59 | 2,296,006,538,441,789 | fraud_Gottlieb Group | kids_pets | 22.47 | Judy | Hogan | F | 4970 Michelle Burgs | Brooklyn | NY | 11,217 | 40.6816 | -73.9798 | 2,504,700 | Medical sales representative | 1999-09-01 | df43623286103f3ca4ce992abbc16485 | 1,372,018,199 | 40.555517 | -73.196094 | 0 |
9,254 | 2020-06-23 20:10:04 | 3,565,196,229,855,512 | fraud_Pacocha-Weissnat | kids_pets | 49.42 | Adriana | Harvey | F | 715 Joy Prairie | Unionville | MO | 63,565 | 40.4815 | -92.9951 | 3,805 | Investment banker, corporate | 1950-09-15 | c2b3e2a3c9607e5c11629b68583c610d | 1,372,018,204 | 40.340622 | -92.528263 | 0 |
9,255 | 2020-06-23 20:10:10 | 5,596,347,693,144,598 | fraud_Streich, Rolfson and Wilderman | kids_pets | 46.25 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | f0647be28415e9a27f7e4d6503094d1a | 1,372,018,210 | 29.219357 | -89.879169 | 0 |
9,256 | 2020-06-23 20:11:59 | 6,506,116,513,503,136 | fraud_Schumm PLC | health_fitness | 40.59 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | 62fd7ad5b6113cad777a68961402a9e5 | 1,372,018,319 | 31.325634 | -94.586068 | 0 |
9,257 | 2020-06-23 20:12:05 | 3,551,217,896,304,745 | fraud_Beier and Sons | home | 32.19 | 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 | d631b77c6535eacb5a8362c31c803ffe | 1,372,018,325 | 43.487537 | -74.501549 | 0 |
9,258 | 2020-06-23 20:12:30 | 30,135,235,368,675 | fraud_Koss, Hansen and Lueilwitz | home | 19.97 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | 2d98f285c8f3668e47eb734d0a45ebc8 | 1,372,018,350 | 39.196362 | -94.212949 | 0 |
9,259 | 2020-06-23 20:12:32 | 376,028,110,684,021 | fraud_Ritchie, Oberbrunner and Cremin | travel | 516.46 | Aaron | Murray | M | 624 Hale Springs Apt. 572 | Meadville | MO | 64,659 | 39.7795 | -93.3014 | 964 | Tourist information centre manager | 1974-12-23 | 3d91d483a36a1de6923731b60f5a158b | 1,372,018,352 | 39.816577 | -94.110796 | 0 |
9,260 | 2020-06-23 20:12:37 | 4,861,310,130,652,567,000 | fraud_Roob, Conn and Tremblay | shopping_pos | 5.96 | Ashley | Cruz | F | 65417 Walsh Radial Suite 691 | Saint Amant | LA | 70,774 | 30.2385 | -90.8435 | 10,076 | Surveyor, rural practice | 1977-12-16 | 28a1ada918fe2c6173c29617a533bb58 | 1,372,018,357 | 31.138542 | -91.530479 | 0 |
9,261 | 2020-06-23 20:12:41 | 374,125,201,044,065 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 58.26 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | 77e5fd5e53329077dc0980b6047add9d | 1,372,018,361 | 39.098252 | -76.412069 | 0 |
9,262 | 2020-06-23 20:13:15 | 5,540,636,818,935,089 | fraud_Parker, Nolan and Trantow | entertainment | 5.05 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 8cf37e61e4672d3aa11c60b5e41c6d64 | 1,372,018,395 | 42.669385 | -71.74339 | 0 |
9,263 | 2020-06-23 20:13:16 | 584,673,555,952 | fraud_Schimmel-Olson | kids_pets | 1.17 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | 8a099b8ee5c0cba1a768565c26cd5c2f | 1,372,018,396 | 47.184129 | -100.234684 | 0 |
9,264 | 2020-06-23 20:13:17 | 374,656,033,243,756 | fraud_Feil, Hilpert and Koss | food_dining | 52.16 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 366182b646d3bdc04ab8855c8189004d | 1,372,018,397 | 39.672197 | -76.477284 | 0 |
9,265 | 2020-06-23 20:13:45 | 2,233,882,705,243,596 | fraud_Champlin and Sons | home | 134.22 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | 9412e0c910973353ba8c0089e8b05dff | 1,372,018,425 | 32.923185 | -89.563061 | 0 |
9,266 | 2020-06-23 20:13:54 | 4,181,833,256,558,614,000 | fraud_Skiles LLC | home | 19.2 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 5cae977819a82cc022832ceb68948e42 | 1,372,018,434 | 36.934015 | -105.856403 | 0 |
9,267 | 2020-06-23 20:14:11 | 6,538,441,737,335,434 | fraud_Kulas Group | health_fitness | 33.29 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 4f283789e046ea6e26124e129a2bc210 | 1,372,018,451 | 41.050389 | -80.137638 | 0 |
9,268 | 2020-06-23 20:14:11 | 5,104,807,169,438,134 | fraud_Schmeler, Bashirian and Price | shopping_net | 235.49 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | 151a6c5362e3376e6ba8f091ee874069 | 1,372,018,451 | 40.918327 | -72.66442 | 0 |
9,269 | 2020-06-23 20:15:08 | 4,089,096,483,689,733,600 | fraud_Fadel, Mertz and Rippin | entertainment | 149.68 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | bc0c8f39fe8cdeb329c2f0a0f440e793 | 1,372,018,508 | 32.819117 | -95.540277 | 0 |
9,270 | 2020-06-23 20:15:33 | 2,356,276,337,669,917 | fraud_Lind-Buckridge | entertainment | 27.11 | Benjamin | Harris | M | 0881 Lori Pines | Chester | MD | 21,619 | 38.9583 | -76.2842 | 5,848 | Paediatric nurse | 1981-02-15 | 5b011fcc0ea7260394242fe3b87ea870 | 1,372,018,533 | 38.350866 | -76.689157 | 0 |
9,271 | 2020-06-23 20:16:10 | 3,566,094,707,272,327 | fraud_Deckow-Dare | food_dining | 61.91 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | 59c90dd86a6cc0cce449ba4367d66f03 | 1,372,018,570 | 35.063552 | -119.511916 | 0 |
9,272 | 2020-06-23 20:16:10 | 4,364,010,865,167,176 | fraud_Kilback and Sons | entertainment | 37.81 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | e9b79af79861197e1f676d275a1d695c | 1,372,018,570 | 39.559813 | -120.657014 | 0 |
9,273 | 2020-06-23 20:16:27 | 2,242,542,703,101,233 | fraud_Goldner-Lemke | entertainment | 109.19 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | ddc5bcffaa6f068a3cc7677f3b308196 | 1,372,018,587 | 38.163397 | -85.845791 | 0 |
9,274 | 2020-06-23 20:16:30 | 4,069,975,342,931,683 | fraud_Turcotte, McKenzie and Koss | entertainment | 30.41 | Kimberly | Martin | F | 1943 Dennis Inlet Suite 145 | Hurricane | WV | 25,526 | 38.4257 | -81.9943 | 21,902 | Sub | 1980-09-18 | b8a6467c69e655fd3ac8cb515eb18578 | 1,372,018,590 | 38.460997 | -82.152248 | 0 |
9,275 | 2020-06-23 20:16:36 | 4,973,530,368,125,489,000 | fraud_Larson, Quitzon and Spencer | travel | 9.32 | Mary | Rodriguez | F | 8986 Fitzgerald Plains | Winslow | AR | 72,959 | 35.8312 | -94.1187 | 2,786 | Musician | 1965-09-27 | 0bccd4f1ddfa0c43e33ca95ffaba5d1d | 1,372,018,596 | 35.655058 | -94.290708 | 0 |
9,276 | 2020-06-23 20:16:47 | 6,011,893,664,860,915 | fraud_Mante, Luettgen and Hackett | health_fitness | 45.02 | Erin | Chavez | F | 3379 Williams Common | Littleton | CO | 80,120 | 39.5994 | -105.0044 | 320,420 | Water engineer | 1975-07-31 | 2f714694e29267a14eb7ea7f3b81d04d | 1,372,018,607 | 40.456057 | -105.447768 | 0 |
9,277 | 2020-06-23 20:16:54 | 4,900,628,639,996 | fraud_Gutmann-Upton | misc_pos | 1.57 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 5ab14f8d7e33ee94b420e03ef63fae8c | 1,372,018,614 | 33.626868 | -117.504297 | 0 |
9,278 | 2020-06-23 20:17:01 | 38,580,485,618,059 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 39.6 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | 22d7889a4f04f114d7f3367f2dd6474f | 1,372,018,621 | 48.674204 | -103.103033 | 0 |
9,279 | 2020-06-23 20:17:39 | 4,358,137,750,029,945,000 | fraud_Donnelly LLC | entertainment | 52.47 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | cb80d64110747c145a8d264b110513d8 | 1,372,018,659 | 42.349974 | -92.154313 | 0 |
9,280 | 2020-06-23 20:18:21 | 30,044,330,818,990 | fraud_Dickinson Ltd | personal_care | 58.18 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 352e751a45e08fc2346450da61958ae4 | 1,372,018,701 | 25.885889 | -81.548701 | 0 |
9,281 | 2020-06-23 20:18:29 | 30,551,643,947,183 | fraud_Lesch, D'Amore and Brown | food_dining | 51.1 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | bc6f36efea1d5191e01a38b60671b5ab | 1,372,018,709 | 35.034474 | -81.289379 | 0 |
9,282 | 2020-06-23 20:19:47 | 3,525,590,521,269,779 | fraud_Mohr-Bayer | shopping_net | 2.78 | Scott | Fuller | M | 861 Karen Common | Haw River | NC | 27,258 | 36.0424 | -79.3242 | 6,006 | Paramedic | 1984-07-20 | 60a887d73cb87b069c8e16f6d7451370 | 1,372,018,787 | 36.392072 | -79.409876 | 0 |
9,283 | 2020-06-23 20:20:03 | 2,283,743,876,903,625 | fraud_Wilkinson PLC | kids_pets | 13.39 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | a7898ba70b999e4514c811c54fcf35d6 | 1,372,018,803 | 34.457784 | -83.675635 | 0 |
9,284 | 2020-06-23 20:20:07 | 3,520,550,088,202,337 | fraud_Heaney-Marquardt | entertainment | 78.68 | Micheal | Walters | M | 15315 Vaughn Park Suite 356 | Hovland | MN | 55,606 | 47.8342 | -90.0476 | 272 | Freight forwarder | 2001-07-05 | e5ca8f9c8f341ffd8ca939fe14c449f9 | 1,372,018,807 | 48.176924 | -90.298743 | 0 |
9,285 | 2020-06-23 20:20:16 | 378,904,938,837,132 | fraud_Cormier LLC | health_fitness | 25.86 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | f32f10b6e69657c363f2b5f0ba3acb68 | 1,372,018,816 | 35.660558 | -98.36786 | 0 |
9,286 | 2020-06-23 20:20:30 | 4,424,338,559,877,976 | fraud_Cruickshank-Mills | entertainment | 1.59 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | f0ee081f0532cb42bba1a7c619683bed | 1,372,018,830 | 40.396897 | -83.700763 | 0 |
9,287 | 2020-06-23 20:20:40 | 30,082,025,922,891 | fraud_Turner LLC | travel | 9.73 | Kathleen | Thompson | F | 199 Patterson Fords Apt. 132 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Pilot, airline | 1934-06-23 | 8017d587e59e1448756904bb3ecbf23d | 1,372,018,840 | 26.722693 | -81.148845 | 0 |
9,288 | 2020-06-23 20:20:53 | 3,506,042,666,828,517 | fraud_Denesik, Powlowski and Pouros | home | 93.26 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | 2900fecc2095f691773ac10158cdc471 | 1,372,018,853 | 38.605291 | -80.644861 | 0 |
9,289 | 2020-06-23 20:20:56 | 180,094,419,304,907 | fraud_Stoltenberg-Beatty | shopping_pos | 23.67 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 9f2edfa65973631995b0bf7fd62e6472 | 1,372,018,856 | 34.4901 | -117.768228 | 0 |
9,290 | 2020-06-23 20:21:04 | 4,586,260,469,584 | fraud_Prosacco, Kreiger and Kovacek | home | 18.82 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | 84ca4c3212cdc395a2fd256771034bfb | 1,372,018,864 | 41.117135 | -96.043363 | 0 |
9,291 | 2020-06-23 20:21:52 | 4,981,132,848,794 | fraud_Schiller Ltd | personal_care | 71.33 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | dc797cea650497eeafaac1e9260534a6 | 1,372,018,912 | 39.606474 | -81.412579 | 0 |
9,292 | 2020-06-23 20:21:59 | 4,992,346,398,065,154,000 | fraud_Cole, Hills and Jewess | home | 18.17 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | b64c65d0f23e010984a0c4d86c32a4a9 | 1,372,018,919 | 42.120407 | -90.04973 | 0 |
9,293 | 2020-06-23 20:22:05 | 3,558,652,751,678,952 | fraud_Rau-Grant | kids_pets | 67.26 | Teresa | Blankenship | F | 6638 Lucero Mill Suite 952 | Karnack | TX | 75,661 | 32.6205 | -94.2 | 2,807 | Chiropodist | 1931-01-26 | 007fd211a38cad584872accf3814d31c | 1,372,018,925 | 32.167882 | -94.215827 | 0 |
9,294 | 2020-06-23 20:22:30 | 6,517,217,825,320,610 | fraud_Kirlin and Sons | personal_care | 20.88 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | 94b9b74bd75a3d994bf8d8e689aab3be | 1,372,018,950 | 30.932235 | -90.818342 | 0 |
9,295 | 2020-06-23 20:22:40 | 571,314,334,723 | fraud_Ernser-Feest | home | 30.24 | Lori | Mclean | F | 4548 Werner Wells Apt. 441 | Mc Clellandtown | PA | 15,458 | 39.8882 | -79.8694 | 2,379 | Sales professional, IT | 1971-01-19 | 9e1eda5124caf80d267c9c866d89f9cd | 1,372,018,960 | 39.169755 | -79.331374 | 0 |
9,296 | 2020-06-23 20:22:47 | 213,114,122,496,591 | fraud_Berge-Hills | kids_pets | 86.81 | Jeremy | Perry | M | 797 Jennifer Loop Suite 634 | Minnesota Lake | MN | 56,068 | 43.8295 | -93.8282 | 1,087 | Music tutor | 1963-07-14 | c04b0a84dca3186242f9ae530150850b | 1,372,018,967 | 44.350916 | -93.611349 | 0 |
9,297 | 2020-06-23 20:23:02 | 6,506,116,513,503,136 | fraud_Dooley Inc | shopping_pos | 6.36 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | 0c09f4d04c83521e1e5a40df43176062 | 1,372,018,982 | 31.564812 | -95.640792 | 0 |
9,298 | 2020-06-23 20:23:23 | 4,067,137,330,196,900 | fraud_Maggio-Fahey | misc_pos | 154.34 | Christina | Eaton | F | 3256 Brooks Field | Eldridge | AL | 35,554 | 33.9315 | -87.6194 | 1,186 | Politician's assistant | 1986-11-12 | 5c822418d24c966193cd4561a364a494 | 1,372,019,003 | 33.16964 | -87.331534 | 0 |
9,299 | 2020-06-23 20:23:57 | 571,465,035,400 | fraud_Erdman-Ebert | personal_care | 71.88 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | 1a83d788d2b1f83d628a5afb347c5a92 | 1,372,019,037 | 43.490244 | -108.452213 | 0 |
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