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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,285,000 | 2020-06-16 14:54:23 | 4,006,047,418,382 | fraud_Schulist Ltd | food_dining | 37.76 | Robert | Sanchez | M | 7314 Johnson Square Apt. 296 | Parkers Lake | KY | 42,634 | 36.8347 | -84.4436 | 1,565 | Designer, industrial/product | 1968-07-24 | a520e46c6d1a48e3c17f2b93dc518b06 | 1,371,394,463 | 37.222257 | -83.710924 | 0 |
1,285,001 | 2020-06-16 14:55:17 | 4,512,828,414,983,802,000 | fraud_Zboncak LLC | food_dining | 39.45 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | debbb35cfe8d45272bdefc846a95629e | 1,371,394,517 | 39.136997 | -80.330016 | 0 |
1,285,002 | 2020-06-16 14:55:44 | 36,722,699,017,270 | fraud_Lakin, Ferry and Beatty | food_dining | 71.63 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 5401cca853a4099901058329da1c1d09 | 1,371,394,544 | 32.767232 | -110.404609 | 0 |
1,285,003 | 2020-06-16 14:55:58 | 567,868,110,212 | fraud_Kassulke Inc | entertainment | 2.68 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 7fe4e01bc3b24dd8cbac084261e510b7 | 1,371,394,558 | 29.628358 | -95.765758 | 0 |
1,285,004 | 2020-06-16 14:57:10 | 2,286,236,465,059,468 | fraud_Dietrich-Fadel | health_fitness | 53.21 | Morgan | Murray | F | 2788 Brittney Island | Blairstown | MO | 64,726 | 38.5319 | -93.9221 | 467 | Agricultural consultant | 1950-05-27 | 93c4166b046f40c3e333d575218661ce | 1,371,394,630 | 39.17059 | -94.105127 | 0 |
1,285,005 | 2020-06-16 14:57:45 | 4,149,238,353,975,790 | fraud_Connelly PLC | food_dining | 62.53 | Tanner | Carroll | M | 494 Burke Ports | Cokeburg | PA | 15,324 | 40.1008 | -80.0652 | 632 | Dealer | 1989-04-08 | 1d9cbddc4d1f7f16312d48ec012de60c | 1,371,394,665 | 39.507742 | -79.436674 | 0 |
1,285,006 | 2020-06-16 14:57:48 | 4,128,730,454,058,057,700 | fraud_Prosacco, Kreiger and Kovacek | home | 8.22 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | e833850c93b41f9eefaed6e8d329f397 | 1,371,394,668 | 32.216189 | -95.193594 | 0 |
1,285,007 | 2020-06-16 14:57:55 | 2,283,743,876,903,625 | fraud_Medhurst PLC | shopping_net | 1,464.17 | Shannon | Williams | F | 9345 Spencer Junctions Suite 183 | Alpharetta | GA | 30,009 | 34.077 | -84.3033 | 165,556 | Prison officer | 1997-12-27 | 73cafabef69a74d5128fa65a89a0e71a | 1,371,394,675 | 33.792625 | -83.778927 | 0 |
1,285,008 | 2020-06-16 14:58:10 | 30,376,238,035,123 | fraud_Tromp Group | travel | 8.45 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | bc992164301fc8a4479a3fde5a4d73f3 | 1,371,394,690 | 43.795705 | -124.227694 | 0 |
1,285,009 | 2020-06-16 14:58:11 | 3,568,255,211,412,877 | fraud_Schuppe-Schuppe | food_dining | 73.8 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 3569384584e76d5ea87c140f170b24c3 | 1,371,394,691 | 41.861919 | -86.014501 | 0 |
1,285,010 | 2020-06-16 14:58:12 | 4,170,689,372,027,579 | fraud_Hilpert-Conroy | kids_pets | 25.61 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 07d1a80d5ec5b4bf18b13d07592d0010 | 1,371,394,692 | 34.865615 | -98.429195 | 0 |
1,285,011 | 2020-06-16 14:58:53 | 3,583,635,130,604,947 | fraud_Langworth, Boehm and Gulgowski | shopping_net | 126.12 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 9c6893010a4973d580f18d47ed2bfe1b | 1,371,394,733 | 40.667694 | -75.354932 | 0 |
1,285,012 | 2020-06-16 14:58:57 | 4,788,103,653,396 | fraud_Champlin and Sons | home | 10.14 | Kristin | Williams | F | 36366 Smith Road | Miamisburg | OH | 45,342 | 39.6321 | -84.2675 | 36,784 | Investment banker, corporate | 1941-07-31 | 5e04e1a79976170eb2bbb8c91352d8d0 | 1,371,394,737 | 39.208901 | -84.064598 | 0 |
1,285,013 | 2020-06-16 14:58:59 | 2,288,748,891,690,227 | fraud_Erdman-Schaden | personal_care | 37.99 | Kathleen | Heath | F | 9297 Victor Rest Apt. 382 | Albuquerque | NM | 87,116 | 35.0561 | -106.5506 | 641,349 | Charity officer | 1967-01-24 | 0f177993348543767c41cfe635ddd158 | 1,371,394,739 | 35.382981 | -106.603517 | 0 |
1,285,014 | 2020-06-16 14:59:11 | 3,511,378,610,369,890 | fraud_Roob, Conn and Tremblay | shopping_pos | 2.72 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | 121bcb4a1a28fa956de38a7fecaab802 | 1,371,394,751 | 34.376444 | -85.757333 | 0 |
1,285,015 | 2020-06-16 14:59:48 | 6,538,891,242,532,018 | fraud_Dare, Casper and Bartoletti | kids_pets | 11.47 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | b4d7e42e1088a53adc4f0a87fdf97de9 | 1,371,394,788 | 35.130061 | -91.18568 | 0 |
1,285,016 | 2020-06-16 14:59:51 | 30,442,439,074,871 | fraud_Ziemann-Waters | health_fitness | 29.7 | Linda | Sanchez | F | 6574 William Hill Apt. 375 | Jermyn | PA | 18,433 | 41.5744 | -75.5881 | 6,508 | Training and development officer | 1981-06-22 | 577d88ddeaf589451176ae564fa28e36 | 1,371,394,791 | 41.313648 | -75.569962 | 0 |
1,285,017 | 2020-06-16 14:59:53 | 6,569,097,840,281,287 | fraud_Kutch, Steuber and Gerhold | food_dining | 147.7 | Steven | Johnson | M | 7470 John Tunnel Suite 937 | Aurora | CO | 80,014 | 39.6662 | -104.835 | 389,246 | Scientist, marine | 1969-12-12 | 507fad8c200f48572b0054d36c275fce | 1,371,394,793 | 38.937198 | -104.265066 | 0 |
1,285,018 | 2020-06-16 15:00:22 | 4,451,952,084,362,894 | fraud_Armstrong, Walter and Gottlieb | food_dining | 61.98 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | 4218987529ed5314e7d5a3108b702dc1 | 1,371,394,822 | 35.063753 | -102.990176 | 0 |
1,285,019 | 2020-06-16 15:00:37 | 180,084,576,295,055 | fraud_Reichel Inc | entertainment | 19.99 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | 2af7b9f055101a30ed835a57555f44d6 | 1,371,394,837 | 28.866367 | -96.803572 | 0 |
1,285,020 | 2020-06-16 15:00:39 | 4,306,586,894,261,180 | fraud_Goyette-Gerhold | kids_pets | 32.34 | Renee | Walls | F | 86542 Jessica Fords Apt. 706 | Veedersburg | IN | 47,987 | 40.1186 | -87.2602 | 4,049 | Development worker, community | 1959-10-19 | 7294e12279ad0979a62ef41dfc2bda38 | 1,371,394,839 | 40.06826 | -87.961265 | 0 |
1,285,021 | 2020-06-16 15:01:12 | 6,011,388,901,471,808 | fraud_Hirthe-Beier | health_fitness | 21.13 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | 247a25a2a076c6156c595c673bcbb78b | 1,371,394,872 | 40.650772 | -78.993178 | 0 |
1,285,022 | 2020-06-16 15:01:21 | 6,011,148,190,095,209 | fraud_Roob-Okuneva | health_fitness | 159.08 | Terri | Bailey | F | 508 Erin Mount | Daly City | CA | 94,015 | 37.6787 | -122.478 | 107,941 | Buyer, industrial | 1991-10-04 | 7645af8325829e2e98284958f4a2e786 | 1,371,394,881 | 36.766641 | -123.384651 | 0 |
1,285,023 | 2020-06-16 15:01:32 | 2,576,709,887,791,552 | fraud_Monahan, Hermann and Johns | travel | 8.24 | Joseph | Morgan | M | 126 Underwood Drive | San Diego | CA | 92,128 | 33.0067 | -117.069 | 1,241,364 | Chartered public finance accountant | 1959-08-05 | b21cded19267c2164e92436e63777166 | 1,371,394,892 | 33.679345 | -116.760413 | 0 |
1,285,024 | 2020-06-16 15:01:49 | 3,560,725,013,359,375 | fraud_Bins-Howell | personal_care | 191.5 | Brooke | Smith | F | 63542 Luna Brook Apt. 012 | Notrees | TX | 79,759 | 31.8599 | -102.7413 | 23 | Cytogeneticist | 1969-09-15 | ec8f149ecaa1993e935219038108e4c6 | 1,371,394,909 | 32.229227 | -102.324211 | 0 |
1,285,025 | 2020-06-16 15:02:03 | 4,599,285,557,366,057 | fraud_Pouros, Walker and Spencer | kids_pets | 257.86 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | e9b75b937b209ff54f4af8355e87c623 | 1,371,394,923 | 37.157874 | -98.072439 | 0 |
1,285,026 | 2020-06-16 15:02:23 | 4,698,163,635,895,795 | fraud_Rempel Inc | shopping_net | 4.32 | Sharon | Powell | F | 101 Carla Loop | Wendel | CA | 96,136 | 40.3406 | -120.2824 | 104 | Teacher, adult education | 1989-08-16 | 9844a18a3945d2809f8937902dcaac80 | 1,371,394,943 | 40.07693 | -119.387867 | 0 |
1,285,027 | 2020-06-16 15:03:14 | 4,462,038,234,743,679,500 | fraud_Wilkinson LLC | personal_care | 32.84 | Kimberly | Bush | F | 6027 Scott Meadows Suite 494 | Dell City | TX | 79,837 | 31.924 | -105.2099 | 579 | Hydrogeologist | 1945-11-26 | fb90495670315e82530d0b0d00f0f319 | 1,371,394,994 | 31.055428 | -105.825275 | 0 |
1,285,028 | 2020-06-16 15:03:26 | 4,099,707,841,315,751 | fraud_Treutel-King | travel | 7.65 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | ae28bc98854ec29a6651c2054e11adac | 1,371,395,006 | 38.126992 | -79.153971 | 0 |
1,285,029 | 2020-06-16 15:04:29 | 6,011,552,879,910,390 | fraud_Volkman PLC | food_dining | 57.04 | Robert | Long | M | 529 Joshua Knoll Apt. 511 | Lonetree | WY | 82,936 | 41.0552 | -110.1603 | 49 | Research scientist (physical sciences) | 1981-07-05 | 6a36ad82454c08fdff518c9d0976717d | 1,371,395,069 | 41.598306 | -109.378236 | 0 |
1,285,030 | 2020-06-16 15:04:40 | 3,517,527,805,128,735 | fraud_Abbott-Rogahn | entertainment | 37.43 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | 417d5269c25de75fd2bb3833306a726d | 1,371,395,080 | 41.057725 | -88.510722 | 0 |
1,285,031 | 2020-06-16 15:04:52 | 675,990,301,623 | fraud_Price Inc | shopping_net | 8.72 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 5f0076dfaf4098ccb9de95a10c94b72a | 1,371,395,092 | 41.301394 | -75.554193 | 0 |
1,285,032 | 2020-06-16 15:04:54 | 4,505,383,113,689 | fraud_Larkin Ltd | kids_pets | 58.23 | Alicia | Hawkins | F | 507 John Overpass Suite 424 | Harwood | MD | 20,776 | 38.8582 | -76.6145 | 3,289 | Quantity surveyor | 1933-03-15 | fadce207ad5bafc548d0aa7e572b42d8 | 1,371,395,094 | 38.62074 | -76.842557 | 0 |
1,285,033 | 2020-06-16 15:05:02 | 2,288,813,824,604,479 | fraud_Berge-Ullrich | home | 55.57 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | 2232b690d65b5b6839778992957bf411 | 1,371,395,102 | 41.678541 | -74.856105 | 0 |
1,285,034 | 2020-06-16 15:05:13 | 3,552,581,383,553,463 | fraud_Cartwright PLC | kids_pets | 103.99 | Jonathan | Castro | M | 200 Christie Mills Apt. 307 | Andrews | NC | 28,901 | 35.1959 | -83.8228 | 5,354 | Retail buyer | 1965-04-13 | 77a178fa5c3671ff31ee672c7b98dee5 | 1,371,395,113 | 35.189317 | -83.800184 | 0 |
1,285,035 | 2020-06-16 15:05:20 | 180,056,173,248,083 | fraud_Shields-Wunsch | health_fitness | 69.22 | Larry | Warner | M | 145 Jeffrey Key Suite 668 | Lakeview | MI | 48,850 | 43.4269 | -85.2924 | 4,474 | Emergency planning/management officer | 1976-01-15 | 3862a7d3a654f9c065733061570af8d2 | 1,371,395,120 | 43.27393 | -86.065206 | 0 |
1,285,036 | 2020-06-16 15:06:00 | 4,428,780,983,793,657,300 | fraud_Kilback, Nitzsche and Leffler | travel | 4.33 | Richard | Waters | M | 7683 Natasha Way Apt. 945 | Waukesha | WI | 53,186 | 42.9993 | -88.2196 | 95,015 | Therapist, occupational | 1946-01-02 | ebcb6d445c52c9a65c1d2b1e011f87cc | 1,371,395,160 | 42.603484 | -88.394428 | 0 |
1,285,037 | 2020-06-16 15:06:00 | 3,590,736,522,064,285 | fraud_Klein Group | entertainment | 189.22 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | 2e16c96d2497614199f9714ec3d6714e | 1,371,395,160 | 35.11174 | -92.441303 | 0 |
1,285,038 | 2020-06-16 15:06:58 | 3,506,042,666,828,517 | fraud_Champlin-Casper | home | 13.72 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | 31c9a8f48a28712f6a8a911a47afd09b | 1,371,395,218 | 39.122456 | -81.664607 | 0 |
1,285,039 | 2020-06-16 15:06:59 | 341,542,810,616,333 | fraud_Medhurst, Cartwright and Ebert | personal_care | 98.57 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | b190d31d7b0efc2850dd146661a12bf9 | 1,371,395,219 | 38.873459 | -94.676128 | 0 |
1,285,040 | 2020-06-16 15:07:46 | 30,234,966,027,947 | fraud_Howe PLC | entertainment | 18.68 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | a69d4f57457f7f1515361422a3e4b1f6 | 1,371,395,266 | 43.456329 | -88.902457 | 0 |
1,285,041 | 2020-06-16 15:08:33 | 30,150,717,898,388 | fraud_Streich, Rolfson and Wilderman | kids_pets | 24.58 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | c5e8b7735a1cb6b838f5c97e4493fc75 | 1,371,395,313 | 34.600658 | -85.625324 | 0 |
1,285,042 | 2020-06-16 15:09:06 | 4,045,036,286,570,100,700 | fraud_Torphy-Kertzmann | health_fitness | 7.62 | Bianca | Scott | F | 9588 Cox Rapid Apt. 257 | Atglen | PA | 19,310 | 39.9458 | -75.9703 | 3,066 | Product manager | 1928-07-15 | 50b71d9c5aef21d18ad91545100c9d82 | 1,371,395,346 | 39.321324 | -75.48919 | 0 |
1,285,043 | 2020-06-16 15:09:21 | 630,441,765,090 | fraud_Lowe, Dietrich and Erdman | kids_pets | 100.74 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | 21efa4bac9ec5a2865262d09bbb8b269 | 1,371,395,361 | 32.796147 | -99.399382 | 0 |
1,285,044 | 2020-06-16 15:09:37 | 370,612,217,861,404 | fraud_Turcotte, McKenzie and Koss | entertainment | 38.44 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | b812d6a7882a1a89af0097932fd4f369 | 1,371,395,377 | 40.364909 | -74.088269 | 0 |
1,285,045 | 2020-06-16 15:09:49 | 6,538,891,242,532,018 | fraud_Willms, Kris and Bergnaum | shopping_pos | 132.37 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | f32c8240ac8a0a01547a42d875170de2 | 1,371,395,389 | 36.610893 | -91.232423 | 0 |
1,285,046 | 2020-06-16 15:10:16 | 4,745,996,322,265 | fraud_Reichel LLC | personal_care | 29.44 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 572e77a3bb4179e995303726b6122f95 | 1,371,395,416 | 41.91235 | -86.00234 | 0 |
1,285,047 | 2020-06-16 15:10:25 | 4,158,945,090,781,624 | fraud_Roberts-Beahan | misc_pos | 2.33 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | 26cc81024f32b1c404c8a3a27fe7831c | 1,371,395,425 | 39.690922 | -79.192083 | 0 |
1,285,048 | 2020-06-16 15:11:20 | 3,568,255,211,412,877 | fraud_Streich, Dietrich and Barton | shopping_net | 1.71 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | ba50859dc3f0382541227ff04585c3ff | 1,371,395,480 | 41.100461 | -85.91625 | 0 |
1,285,049 | 2020-06-16 15:11:37 | 4,587,657,402,165,341,700 | fraud_Little Ltd | kids_pets | 50.17 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 8d0e1d30d0c01d226bc70aeb895ae6e9 | 1,371,395,497 | 41.297151 | -86.841063 | 0 |
1,285,050 | 2020-06-16 15:12:03 | 3,596,357,274,378,601 | fraud_Kerluke-Abshire | shopping_net | 8.91 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | 572f0a62f6fe546e7d4926a9eb14327f | 1,371,395,523 | 40.340899 | -77.730732 | 0 |
1,285,051 | 2020-06-16 15:12:06 | 6,011,724,471,098,086 | fraud_Watsica LLC | personal_care | 4.09 | Ann | Lawson | F | 144 Evans Islands Apt. 683 | Burbank | WA | 99,323 | 46.1966 | -118.9017 | 3,684 | Musician | 1981-11-29 | 7efd167e19c8c4cda2878015cf9f8e75 | 1,371,395,526 | 47.001676 | -118.300537 | 0 |
1,285,052 | 2020-06-16 15:12:06 | 340,953,839,692,349 | fraud_Thompson-Gleason | health_fitness | 118.87 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | c26fc61ec969584645263f2ef1220420 | 1,371,395,526 | 42.062016 | -83.035362 | 0 |
1,285,053 | 2020-06-16 15:12:10 | 378,278,619,832,195 | fraud_Gulgowski LLC | home | 90.26 | Mary | Mcintyre | F | 77921 Costa Villages | Eugene | OR | 97,403 | 44.0385 | -123.0614 | 191,096 | Scientist, physiological | 1964-04-06 | 1f9f87ef3b9f98ef66557724aa524f60 | 1,371,395,530 | 44.726229 | -122.764506 | 0 |
1,285,054 | 2020-06-16 15:12:36 | 6,011,329,966,782,895 | fraud_Bode-Schuster | kids_pets | 85.84 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | 2cae2a125e0bb2a24aaf5795d70d87bf | 1,371,395,556 | 35.989339 | -96.148021 | 0 |
1,285,055 | 2020-06-16 15:12:59 | 4,003,989,662,068,504 | fraud_Connelly PLC | food_dining | 9.12 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 921848dfc248e34f628783b1bb89af98 | 1,371,395,579 | 32.599754 | -87.242626 | 0 |
1,285,056 | 2020-06-16 15:13:08 | 4,500,002,361,389 | fraud_Ledner, Hartmann and Feest | health_fitness | 144.13 | Joseph | Nixon | M | 86882 Desiree Camp Suite 047 | Tyaskin | MD | 21,865 | 38.2833 | -75.8465 | 470 | Music tutor | 1965-04-07 | fc466c07c1bde7dee1e034d0cdd65ce5 | 1,371,395,588 | 39.185954 | -76.498444 | 0 |
1,285,057 | 2020-06-16 15:13:09 | 4,040,099,974,063,068,700 | fraud_Armstrong, Walter and Gottlieb | food_dining | 70.26 | Jeffrey | Lewis | M | 24255 Bryan Square | Palermo | ND | 58,769 | 48.3396 | -102.24 | 229 | Administrator | 1983-03-20 | 2fd17bb0b957366d73f0b4163124a808 | 1,371,395,589 | 48.382407 | -102.345145 | 0 |
1,285,058 | 2020-06-16 15:13:24 | 180,047,222,886,866 | fraud_Cummerata-Hilpert | entertainment | 52.3 | Christine | Shaffer | F | 14017 Thomas Plaza | Loami | IL | 62,661 | 39.6704 | -89.8588 | 1,213 | English as a foreign language teacher | 1991-04-22 | dc2ec53188af09aabd3f06272b3cf25c | 1,371,395,604 | 38.83854 | -88.9301 | 0 |
1,285,059 | 2020-06-16 15:13:28 | 180,042,946,491,150 | fraud_Okuneva, Schneider and Rau | shopping_pos | 6.32 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | a79ed16f58537e6a07365ac0496fc045 | 1,371,395,608 | 28.133181 | -82.441003 | 0 |
1,285,060 | 2020-06-16 15:13:34 | 3,518,669,219,150,142 | fraud_Kerluke-Abshire | shopping_net | 6.57 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | fe1738d6496f512f56fea92d4941aab8 | 1,371,395,614 | 38.610748 | -84.240967 | 0 |
1,285,061 | 2020-06-16 15:13:55 | 3,560,797,065,840,735 | fraud_Zboncak, Rowe and Murazik | shopping_net | 6.89 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 93fdd9cb6572369f57b24bf196e7aaf9 | 1,371,395,635 | 45.561991 | -101.584468 | 0 |
1,285,062 | 2020-06-16 15:14:25 | 180,067,784,565,096 | fraud_Graham and Sons | health_fitness | 63.07 | Mary | Juarez | F | 35440 Ryan Islands | North Prairie | WI | 53,153 | 42.9385 | -88.395 | 2,328 | Applications developer | 1942-01-06 | 29802166d93eb47867fc0d81ff215fe2 | 1,371,395,665 | 42.0414 | -88.511134 | 0 |
1,285,063 | 2020-06-16 15:15:02 | 3,540,210,836,308,425 | fraud_Spencer PLC | entertainment | 80.6 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 5d202cb299c8e700d6c2542a714891ff | 1,371,395,702 | 33.760023 | -102.424377 | 0 |
1,285,064 | 2020-06-16 15:15:02 | 4,344,955,088,481,397 | fraud_Rau-Grant | kids_pets | 61.95 | Christopher | Rodgers | M | 30587 Fox Shores Apt. 627 | Fenelton | PA | 16,034 | 40.8555 | -79.7372 | 2,054 | Communications engineer | 1976-09-29 | 6e089c71145db531f42795965477a645 | 1,371,395,702 | 41.187317 | -79.081743 | 0 |
1,285,065 | 2020-06-16 15:15:31 | 6,011,504,998,544,485 | fraud_Auer LLC | personal_care | 55.29 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 0669e16799999e880bd68a8b5fc72f39 | 1,371,395,731 | 32.86789 | -87.750482 | 0 |
1,285,066 | 2020-06-16 15:16:01 | 3,576,431,665,303,017 | fraud_Bartoletti and Sons | personal_care | 5.49 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 5bfd616dcdeac3e7cd8bd368dec15b46 | 1,371,395,761 | 32.999443 | -112.493197 | 0 |
1,285,067 | 2020-06-16 15:16:13 | 630,451,534,402 | fraud_Little Ltd | kids_pets | 96.54 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | d328256d4d2314e6d7a73edfe646d951 | 1,371,395,773 | 45.80707 | -86.51551 | 0 |
1,285,068 | 2020-06-16 15:16:13 | 4,147,608,975,828,480 | fraud_Erdman-Durgan | health_fitness | 151.63 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | c35d25391b14cf01119c7403d4c51c53 | 1,371,395,773 | 43.939793 | -94.974253 | 0 |
1,285,069 | 2020-06-16 15:16:32 | 3,518,669,219,150,142 | fraud_Wolf Inc | grocery_pos | 56.34 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | f38e0ea9f808253e1ae137e7576859d4 | 1,371,395,792 | 39.687803 | -83.819507 | 0 |
1,285,070 | 2020-06-16 15:17:01 | 30,131,826,429,364 | fraud_Nolan-Williamson | kids_pets | 93.96 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 017403b9382551f14878ec70fffbd4e6 | 1,371,395,821 | 36.060078 | -83.645729 | 0 |
1,285,071 | 2020-06-16 15:17:31 | 4,681,699,462,969 | fraud_Johns Inc | entertainment | 41.33 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | e71d4b5556dfd6707246fc1b8d355a2a | 1,371,395,851 | 35.347066 | -85.555575 | 0 |
1,285,072 | 2020-06-16 15:17:37 | 5,152,054,598,359,927 | fraud_Fadel, Mertz and Rippin | entertainment | 4.1 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | b7d422d4f20a288bb158d892fb766510 | 1,371,395,857 | 28.91861 | -90.164029 | 0 |
1,285,073 | 2020-06-16 15:18:10 | 3,549,202,406,645,667 | fraud_Wuckert, Wintheiser and Friesen | home | 31.66 | Larry | Williams | M | 6274 David Oval Suite 725 | Scarborough | ME | 4,074 | 43.5835 | -70.3457 | 18,760 | Make | 1933-04-02 | 3a41124bce75e43320b17bc6fcb5664d | 1,371,395,890 | 43.050272 | -69.702058 | 0 |
1,285,074 | 2020-06-16 15:18:11 | 342,319,985,983,023 | fraud_Kutch, Steuber and Gerhold | food_dining | 60.43 | Bryan | Pugh | M | 6366 French Field | Margaretville | NY | 12,455 | 42.1852 | -74.6178 | 1,988 | Environmental health practitioner | 1978-05-23 | bf53eb008d69e98f34c88055c9b67d76 | 1,371,395,891 | 41.800161 | -75.422676 | 0 |
1,285,075 | 2020-06-16 15:18:21 | 180,011,453,250,192 | fraud_Moore, Williamson and Emmerich | home | 81.08 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | 3d7a536d292a9d1173d7c62c2f405c32 | 1,371,395,901 | 41.406514 | -91.196758 | 0 |
1,285,076 | 2020-06-16 15:18:33 | 6,011,381,817,520,024 | fraud_Ledner, Hartmann and Feest | health_fitness | 18.77 | Kristen | Allen | F | 8619 Lisa Manors Apt. 871 | Lagrange | WY | 82,221 | 41.6423 | -104.1974 | 635 | Product/process development scientist | 1973-07-13 | b7b6bb192782fbea43b775ac01c0937f | 1,371,395,913 | 41.173299 | -103.468435 | 0 |
1,285,077 | 2020-06-16 15:18:50 | 3,590,736,522,064,285 | fraud_Beier-Hyatt | shopping_pos | 7.76 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | d6b5d0b397a808fea21ea05066fd45e1 | 1,371,395,930 | 35.1151 | -92.662106 | 0 |
1,285,078 | 2020-06-16 15:18:55 | 180,094,419,304,907 | fraud_Lesch Ltd | shopping_pos | 1.33 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | b736ebe85c3d31ea0491bb1793d302b2 | 1,371,395,935 | 32.945957 | -116.918374 | 0 |
1,285,079 | 2020-06-16 15:19:24 | 6,011,438,889,172,900 | fraud_Homenick LLC | personal_care | 42.12 | Allison | Allen | F | 40624 Rebecca Spurs | De Witt | AR | 72,042 | 34.2853 | -91.3336 | 5,161 | Electrical engineer | 1993-04-08 | d28a0c378654ffea32c1210c93d5ea82 | 1,371,395,964 | 33.748922 | -91.818869 | 0 |
1,285,080 | 2020-06-16 15:19:34 | 4,488,941,175,228,467 | fraud_Jewess LLC | shopping_pos | 1.18 | Jacqueline | Washington | F | 138 Stephen Ridges Apt. 978 | Umatilla | FL | 32,784 | 28.9254 | -81.6801 | 11,432 | Private music teacher | 1986-03-31 | 840dd52a90523605d2774514020d3722 | 1,371,395,974 | 29.290863 | -82.19946 | 0 |
1,285,081 | 2020-06-16 15:19:36 | 180,094,608,895,855 | fraud_O'Hara-Wilderman | food_dining | 7.64 | Tammie | Harper | F | 57887 Gutierrez Harbor | Westfir | OR | 97,492 | 43.7575 | -122.481 | 597 | Forensic psychologist | 1961-05-19 | 5f3ca316016b1f0468a79cadf4a04a52 | 1,371,395,976 | 43.381555 | -122.324102 | 0 |
1,285,082 | 2020-06-16 15:19:59 | 4,933,461,930,348,832 | fraud_Waters-Cruickshank | health_fitness | 75.65 | Richard | Carter | M | 5097 Martin Ridges | Minneapolis | MN | 55,403 | 44.9673 | -93.2828 | 1,022,298 | Chemical engineer | 1976-09-29 | 873af47c2668eeb53d1ff8060d8998b8 | 1,371,395,999 | 45.180867 | -93.314064 | 0 |
1,285,083 | 2020-06-16 15:21:34 | 3,598,215,285,024,754 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 11.18 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 9179dbc025001764baa0b567bd6712d6 | 1,371,396,094 | 40.840609 | -73.374282 | 0 |
1,285,084 | 2020-06-16 15:21:34 | 3,583,635,130,604,947 | fraud_Marvin-Lind | personal_care | 1.99 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | a10fd0b2d23b8c5ef8020e3f1a0d9dab | 1,371,396,094 | 40.559826 | -74.087524 | 0 |
1,285,085 | 2020-06-16 15:21:48 | 2,242,542,703,101,233 | fraud_Deckow-O'Conner | grocery_pos | 66.94 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | f643819b68726dd0db24e4bf162b9d01 | 1,371,396,108 | 38.656294 | -85.860255 | 0 |
1,285,086 | 2020-06-16 15:21:56 | 3,565,414,434,959,494 | fraud_Altenwerth-Kilback | home | 95.92 | Ryan | Arnold | M | 2056 Michael Wells Apt. 348 | Prairie Creek | IN | 47,869 | 39.4336 | -87.4101 | 137 | Materials engineer | 1967-03-12 | 3793b7c0e19486a662cd47cee5db6fde | 1,371,396,116 | 40.393052 | -87.713771 | 0 |
1,285,087 | 2020-06-16 15:22:03 | 377,895,991,033,232 | fraud_Schulist Ltd | food_dining | 31.93 | Kimberly | Myers | F | 6881 King Isle Suite 228 | Higganum | CT | 6,441 | 41.4682 | -72.5751 | 5,438 | Librarian, academic | 1964-11-17 | 4e2263e48db0f1607acd55a85635918e | 1,371,396,123 | 42.45244 | -71.714242 | 0 |
1,285,088 | 2020-06-16 15:23:03 | 4,255,397,449,664,186,000 | fraud_Ankunding-Carroll | travel | 3.6 | George | Smith | M | 7377 Walton Extensions Apt. 979 | Dallas | TX | 75,236 | 32.69 | -96.9177 | 1,263,321 | Designer, interior/spatial | 1952-09-27 | 71232ffdb422345a7b7fd22eba1dd2b0 | 1,371,396,183 | 33.103522 | -97.460904 | 0 |
1,285,089 | 2020-06-16 15:23:24 | 30,199,621,383,748 | fraud_Nolan-Williamson | kids_pets | 18.15 | Theresa | Powell | F | 117 Natasha Vista Suite 936 | Leonard | TX | 75,452 | 33.4044 | -96.2238 | 4,090 | Sub | 1977-03-23 | 74c4ca3ea163225b615303cb59223d20 | 1,371,396,204 | 32.420485 | -95.786787 | 0 |
1,285,090 | 2020-06-16 15:23:27 | 4,457,732,997,086,323,700 | fraud_Weimann, Kuhic and Beahan | shopping_pos | 150.31 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | 3a4f4137a0a992926f9a289de083f0b7 | 1,371,396,207 | 38.626278 | -121.330213 | 0 |
1,285,091 | 2020-06-16 15:23:37 | 6,502,195,877,055,606 | fraud_Will Ltd | food_dining | 52.53 | Nathan | Byrd | M | 155 Gregory Mount Suite 791 | Red Cliff | CO | 81,649 | 39.4584 | -106.3851 | 277 | Human resources officer | 1985-04-03 | 071024e77624904052928cf93598b397 | 1,371,396,217 | 39.585779 | -106.175955 | 0 |
1,285,092 | 2020-06-16 15:23:50 | 6,597,248,210,463,122 | fraud_Dibbert-Green | entertainment | 19.48 | Kyle | Wright | M | 610 Samantha Park Suite 149 | Whittemore | IA | 50,598 | 43.0261 | -94.4064 | 912 | Optometrist | 1968-05-16 | da2934a1fac2b51b4282363662965aa8 | 1,371,396,230 | 43.420598 | -94.048394 | 0 |
1,285,093 | 2020-06-16 15:23:55 | 4,481,131,401,752 | fraud_Kautzer and Sons | personal_care | 60.53 | Frank | Foster | M | 37910 Ward Lights | Shrewsbury | MA | 1,545 | 42.2848 | -71.7205 | 35,299 | English as a second language teacher | 1975-04-30 | dc0ea254198f23f6306b449df3002748 | 1,371,396,235 | 42.867173 | -72.659911 | 0 |
1,285,094 | 2020-06-16 15:24:58 | 4,634,955,908,138,648 | fraud_Reinger, Weissnat and Strosin | food_dining | 2.63 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | c1f6a81591a7e014755fdd00adf0b536 | 1,371,396,298 | 41.421406 | -96.307054 | 0 |
1,285,095 | 2020-06-16 15:24:59 | 4,710,826,438,164,848,000 | fraud_Watsica LLC | personal_care | 23.32 | Juan | Henry | M | 9795 Lori Island Suite 346 | Turner | MT | 59,542 | 48.8328 | -108.3961 | 192 | Further education lecturer | 1964-01-04 | 24928afbc19d6c8aa34e8362004cdbfb | 1,371,396,299 | 49.657683 | -109.379255 | 0 |
1,285,096 | 2020-06-16 15:25:04 | 30,135,235,368,675 | fraud_Kilback and Sons | entertainment | 28.3 | Amanda | Williams | F | 02018 Gary Key Apt. 911 | Independence | MO | 64,058 | 39.1412 | -94.3515 | 123,373 | Engineer, production | 1992-11-27 | e9eb9ad875e713b27a2ddb6a5cf45161 | 1,371,396,304 | 38.271352 | -94.08909 | 0 |
1,285,097 | 2020-06-16 15:25:28 | 4,147,608,975,828,480 | fraud_Botsford PLC | home | 31.39 | Edward | Tapia | M | 354 Gutierrez Gateway | Comfrey | MN | 56,019 | 44.1111 | -94.9134 | 914 | Health and safety adviser | 1944-07-26 | 4597c04f2b40c98a2c344c3b2a317f0d | 1,371,396,328 | 45.087224 | -94.202644 | 0 |
1,285,098 | 2020-06-16 15:25:29 | 371,226,440,126,102 | fraud_Schulist Ltd | food_dining | 84.37 | Stacy | Lambert | F | 85430 Julie Trafficway Suite 792 | Mulberry Grove | IL | 62,262 | 38.9311 | -89.2463 | 1,810 | Race relations officer | 1974-12-24 | c24b4caed812b9355e7f03715c6f9854 | 1,371,396,329 | 38.941341 | -88.308641 | 0 |
1,285,099 | 2020-06-16 15:25:31 | 3,554,849,923,339,851 | fraud_Hilpert-Conroy | kids_pets | 145.53 | John | Hudson | M | 886 Nicole Key | Stillwater | OK | 74,074 | 36.1043 | -97.0609 | 55,345 | Cabin crew | 1948-05-01 | 3e2d5cc944a1666b75230a1472bda94d | 1,371,396,331 | 36.106225 | -96.503549 | 0 |
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