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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,275,000 | 2020-06-13 20:32:11 | 4,239,436,242,473 | fraud_Shields-Wunsch | health_fitness | 45.7 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | fa1d825cb37224b608db154a6c4cced1 | 1,371,155,531 | 39.173959 | -78.116813 | 0 |
1,275,001 | 2020-06-13 20:32:41 | 30,153,452,207,526 | fraud_Gottlieb-Hansen | personal_care | 1.65 | Robin | Smith | F | 0537 Margaret Common Suite 526 | Coleman | TX | 76,834 | 31.8287 | -99.427 | 5,908 | Radio producer | 1962-04-05 | a57f4837868314fe7bb0b2b2b0b0c2f3 | 1,371,155,561 | 31.955045 | -99.456632 | 0 |
1,275,002 | 2020-06-13 20:33:17 | 3,583,293,909,206,278 | fraud_Beier and Sons | home | 29.28 | Deborah | Fisher | F | 1911 Fisher Brook | Kirtland Afb | NM | 87,117 | 35.0203 | -106.5503 | 310 | Surveyor, land/geomatics | 1978-09-30 | 1fbd0ec84dc2bcb891c46ff8b625c9ee | 1,371,155,597 | 35.423143 | -107.034449 | 0 |
1,275,003 | 2020-06-13 20:33:37 | 3,589,255,887,819,806 | fraud_Bechtelar-Rippin | food_dining | 7.97 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 24df20f26fa298ad655b0884fbd165a4 | 1,371,155,617 | 39.817082 | -77.855563 | 0 |
1,275,004 | 2020-06-13 20:33:48 | 3,560,797,065,840,735 | fraud_Beier and Sons | home | 19.15 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | a692dcb80698901d303c5b23ffdae1b9 | 1,371,155,628 | 45.316561 | -101.639315 | 0 |
1,275,005 | 2020-06-13 20:34:19 | 3,501,509,250,702,469 | fraud_Koss, Hansen and Lueilwitz | home | 38.09 | Frank | Anderson | M | 0611 Stafford Valley Suite 504 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Programme researcher, broadcasting/film/video | 1979-01-02 | 606d0c375abf7c9da35d51a03b95dacf | 1,371,155,659 | 26.295972 | -81.835213 | 0 |
1,275,006 | 2020-06-13 20:34:42 | 30,044,330,818,990 | fraud_Streich Ltd | home | 67.93 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 5c50fe40123769b825fa600fd281dbd7 | 1,371,155,682 | 25.995127 | -82.018419 | 0 |
1,275,007 | 2020-06-13 20:35:47 | 373,213,026,644,490 | fraud_Gerhold LLC | home | 6.02 | Bobby | Smith | M | 3495 Williams Stream | San Diego | CA | 92,101 | 32.7185 | -117.1593 | 1,241,364 | Comptroller | 1987-11-30 | 4d0133c18899f3e8e2af7fda02129e60 | 1,371,155,747 | 33.390598 | -117.528759 | 0 |
1,275,008 | 2020-06-13 20:35:58 | 3,583,635,130,604,947 | fraud_Klocko, Runolfsdottir and Breitenberg | health_fitness | 43.12 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | ce4ff5d89e55f8fdb8f47b370e543b43 | 1,371,155,758 | 40.802169 | -75.712936 | 0 |
1,275,009 | 2020-06-13 20:37:22 | 4,509,922,033,272,157 | fraud_Mosciski, Ziemann and Farrell | shopping_net | 7.82 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | afb3ad39ae8ea815e11d5315d41c63cf | 1,371,155,842 | 44.252224 | -96.98423 | 0 |
1,275,010 | 2020-06-13 20:37:30 | 4,586,810,168,620,942 | fraud_Dickinson Ltd | misc_pos | 92.49 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | d66a76e40ec8f981b9e78418bb9d9503 | 1,371,155,850 | 32.61807 | -80.584286 | 0 |
1,275,011 | 2020-06-13 20:39:17 | 4,562,827,002,127 | fraud_Roob-Okuneva | health_fitness | 62.6 | Christopher | Johnson | M | 28711 Kristine Junction Suite 309 | Greenville | OH | 45,331 | 40.0987 | -84.6342 | 22,930 | Media planner | 1971-11-26 | 9b74a7fe83d512a491bf7db4d9dfb32e | 1,371,155,957 | 40.061371 | -84.464953 | 0 |
1,275,012 | 2020-06-13 20:39:54 | 213,163,860,545,705 | fraud_Weimann-Lockman | kids_pets | 48.72 | Mark | Tyler | M | 82201 Bradley Radial Suite 703 | Avera | GA | 30,803 | 33.141 | -82.515 | 741 | Claims inspector/assessor | 1986-04-28 | 85ff2ae1fca6b24d6c6b0c16325e7668 | 1,371,155,994 | 33.76823 | -83.429995 | 0 |
1,275,013 | 2020-06-13 20:40:03 | 6,011,492,816,282,597 | fraud_Erdman-Ebert | personal_care | 23.63 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | 1693be717d3c3af4b6d706c902a2434e | 1,371,156,003 | 34.178753 | -91.825864 | 0 |
1,275,014 | 2020-06-13 20:41:02 | 4,226,219,726,886,853,000 | fraud_Frami Group | entertainment | 85.24 | Jessica | Bell | F | 669 Moore Shoal | Bethel | OH | 45,106 | 38.9424 | -84.092 | 12,349 | Field trials officer | 1985-07-08 | 03e78db5fda666d61ad498667b3ba36a | 1,371,156,062 | 39.241723 | -84.595526 | 0 |
1,275,015 | 2020-06-13 20:42:45 | 676,281,772,837 | fraud_Mante, Luettgen and Hackett | health_fitness | 65.81 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | 4ea34d6efa43d8bbec2b28faae319faa | 1,371,156,165 | 29.963069 | -84.99686 | 0 |
1,275,016 | 2020-06-13 20:44:17 | 4,642,255,475,285,942 | fraud_Auer-West | shopping_net | 7.57 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | a974f47741a0b3e8059d6c764ffc658c | 1,371,156,257 | 38.358384 | -109.17041 | 0 |
1,275,017 | 2020-06-13 20:44:39 | 4,488,258,847,705,225,700 | fraud_Haley, Batz and Auer | health_fitness | 5.49 | Jessica | Shaw | F | 5745 Blair Locks | West Columbia | SC | 29,170 | 33.9568 | -81.1405 | 52,126 | Chemical engineer | 1929-08-23 | 9c7e2c630b6ed84270438b341d25d00b | 1,371,156,279 | 34.908314 | -80.734701 | 0 |
1,275,018 | 2020-06-13 20:45:23 | 36,078,114,201,167 | fraud_Greenholt Ltd | health_fitness | 78.21 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | c1fc348d3b8df58833fc5261f6be790e | 1,371,156,323 | 37.062055 | -83.640952 | 0 |
1,275,019 | 2020-06-13 20:45:43 | 4,764,202,053,279,782 | fraud_Haley Group | misc_pos | 94.1 | Derek | Jones | M | 198 Candace Plaza | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Air cabin crew | 1981-01-06 | c2c41c73299f9e5d2cecc2fcf87c7e90 | 1,371,156,343 | 41.280459 | -81.430635 | 0 |
1,275,020 | 2020-06-13 20:45:50 | 4,861,310,130,652,567,000 | fraud_Eichmann, Hayes and Treutel | travel | 8.99 | 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 | 0588eab07b4c292c2bd4b2c844234ea2 | 1,371,156,350 | 30.716838 | -90.345923 | 0 |
1,275,021 | 2020-06-13 20:45:51 | 375,248,307,838,179 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 54.1 | Joshua | Mendoza | M | 4215 Miranda Field Suite 326 | Tallmansville | WV | 26,237 | 38.8564 | -80.158 | 571 | Accounting technician | 1967-09-16 | a7a24b60a7c36315b3a7027dbc161112 | 1,371,156,351 | 38.420592 | -80.757361 | 0 |
1,275,022 | 2020-06-13 20:45:57 | 4,178,097,073,221,156 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 63.12 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | 5895fc2208b169e2de0ae45149420af2 | 1,371,156,357 | 41.591462 | -86.565195 | 0 |
1,275,023 | 2020-06-13 20:47:03 | 4,247,921,790,666 | fraud_Hodkiewicz, Prohaska and Paucek | travel | 3.88 | Judith | Moss | F | 46297 Benjamin Plains Suite 703 | Washington Court House | OH | 43,160 | 39.537 | -83.455 | 22,305 | Television floor manager | 1939-03-09 | d4b8fe8cb9f7214b3ff66a930e264fab | 1,371,156,423 | 40.304221 | -84.215461 | 0 |
1,275,024 | 2020-06-13 20:48:49 | 3,541,554,378,551,366 | fraud_Fritsch and Sons | health_fitness | 99.02 | Brianna | Wilson | F | 257 Victor Stravenue | Hampton | VA | 23,666 | 37.0462 | -76.4096 | 136,895 | Accounting technician | 1939-09-19 | ce773742c8beabd88f033476c559210d | 1,371,156,529 | 37.05018 | -76.369408 | 0 |
1,275,025 | 2020-06-13 20:49:48 | 3,533,012,926,413,100 | fraud_Stoltenberg-Beatty | shopping_pos | 488.43 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | 94b13b067f546a9ea5357f2ef390523f | 1,371,156,588 | 42.288237 | -74.378954 | 0 |
1,275,026 | 2020-06-13 20:50:37 | 4,708,992,452,821,239 | fraud_Hirthe-Beier | health_fitness | 9.07 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | f1b87e0a3eca0747cf0d70eb88a824f6 | 1,371,156,637 | 35.608089 | -91.100726 | 0 |
1,275,027 | 2020-06-13 20:51:10 | 6,011,679,934,075,347 | fraud_Little Ltd | kids_pets | 29.65 | Jennifer | Gonzalez | F | 5517 Stacy Land | Jelm | WY | 82,063 | 41.0539 | -106.0763 | 100 | Public librarian | 1974-04-16 | 0c30be5856f433ab24a249935afc0732 | 1,371,156,670 | 40.099731 | -105.458497 | 0 |
1,275,028 | 2020-06-13 20:51:33 | 36,722,699,017,270 | fraud_Kozey-Boehm | shopping_net | 1.49 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 4c2b96f307cc4fc529cc714a4ab881ab | 1,371,156,693 | 33.344031 | -111.527522 | 0 |
1,275,029 | 2020-06-13 20:53:13 | 213,157,767,990,030 | fraud_Reichel Inc | entertainment | 91.23 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | 4aa679e17f331e3887c946c820f56906 | 1,371,156,793 | 40.689453 | -109.986083 | 0 |
1,275,030 | 2020-06-13 20:53:16 | 4,170,689,372,027,579 | fraud_Bode-Schuster | kids_pets | 15.48 | Samuel | Frey | M | 830 Myers Plaza Apt. 384 | Edmond | OK | 73,034 | 35.6665 | -97.4798 | 116,001 | Media buyer | 1993-05-10 | 9a329e43ec8fca88759d1808e3f895a6 | 1,371,156,796 | 35.777484 | -97.367053 | 0 |
1,275,031 | 2020-06-13 20:53:22 | 2,264,937,662,466,770 | fraud_Abshire PLC | entertainment | 63.33 | Juan | Sherman | M | 5939 Garcia Forges Suite 297 | San Antonio | TX | 78,214 | 29.3641 | -98.4924 | 1,595,797 | Land | 1995-10-17 | 2230bc5f527e22dab7e7eacc9bebbf47 | 1,371,156,802 | 30.054629 | -97.72684 | 0 |
1,275,032 | 2020-06-13 20:53:46 | 3,531,129,874,770,000 | fraud_Altenwerth, Cartwright and Koss | shopping_net | 96.09 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | e6ca4160b28e0b1d8fc85e8b06a7f6ed | 1,371,156,826 | 43.147971 | -73.656467 | 0 |
1,275,033 | 2020-06-13 20:54:00 | 3,556,613,125,071,656 | fraud_Zemlak, Tillman and Cremin | personal_care | 39.05 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | b770e0f15a133192b8a6a4d6ca5713a3 | 1,371,156,840 | 28.798683 | -95.746075 | 0 |
1,275,034 | 2020-06-13 20:54:41 | 5,559,857,416,065,248 | fraud_McKenzie-Huels | food_dining | 3.26 | Jack | Hill | M | 5916 Susan Bridge Apt. 939 | Grenada | CA | 96,038 | 41.6125 | -122.5258 | 589 | Systems analyst | 1945-12-21 | 0f37d02b0a48d356072fb7d6c4db3173 | 1,371,156,881 | 42.110556 | -121.560063 | 0 |
1,275,035 | 2020-06-13 20:55:45 | 38,199,021,865,320 | fraud_Daugherty, Pouros and Beahan | shopping_pos | 136.17 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | a887b7ee99eed28c9edffa6f02aa51be | 1,371,156,945 | 43.300593 | -73.282153 | 0 |
1,275,036 | 2020-06-13 20:55:51 | 4,451,438,912,406,400 | fraud_Okuneva, Schneider and Rau | shopping_pos | 143.59 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | e85bb891f9b410497ef66b5d1eeda9bb | 1,371,156,951 | 34.438247 | -93.977761 | 0 |
1,275,037 | 2020-06-13 20:56:09 | 4,634,955,908,138,648 | fraud_Hudson-Grady | shopping_pos | 2.62 | Mackenzie | Smith | F | 7178 Willis Drive | Hooper | NE | 68,031 | 41.6414 | -96.5232 | 1,745 | Engineer, automotive | 1973-12-26 | 5af6e3f62611e7543a0a379fc2e42106 | 1,371,156,969 | 41.400054 | -96.828008 | 0 |
1,275,038 | 2020-06-13 20:56:09 | 30,026,790,933,302 | fraud_Monahan, Hermann and Johns | travel | 522.35 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | 2ea4e4921d958ac57cae641cd1ac4817 | 1,371,156,969 | 32.169855 | -91.750303 | 0 |
1,275,039 | 2020-06-13 20:57:18 | 372,520,049,757,633 | fraud_Graham, Hegmann and Hammes | food_dining | 12.51 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | aea8488463806835bc514ad7871471c4 | 1,371,157,038 | 48.347939 | -94.045218 | 0 |
1,275,040 | 2020-06-13 20:57:43 | 630,423,337,322 | fraud_Pouros, Walker and Spencer | kids_pets | 20.63 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 24f7233c7d1c3b9b7b0d713c1e3cf224 | 1,371,157,063 | 48.252275 | -118.216674 | 0 |
1,275,041 | 2020-06-13 20:58:16 | 4,586,810,168,620,942 | fraud_Connelly PLC | food_dining | 42.18 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | 20ae561d7d9e220820f973ddd481e158 | 1,371,157,096 | 33.160942 | -80.68972 | 0 |
1,275,042 | 2020-06-13 20:58:38 | 4,089,096,483,689,733,600 | fraud_O'Keefe-Wisoky | food_dining | 93.46 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 7b369f63983c74ea5e65caea797fe2e7 | 1,371,157,118 | 33.258404 | -94.742383 | 0 |
1,275,043 | 2020-06-13 20:59:21 | 630,484,879,808 | fraud_Hills, Hegmann and Schaefer | health_fitness | 74.77 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | e6f875e4f319a9731eae604780a38835 | 1,371,157,161 | 37.322069 | -120.186104 | 0 |
1,275,044 | 2020-06-13 20:59:52 | 3,576,144,910,346,950 | fraud_Tromp Group | travel | 4.65 | Thomas | Payne | M | 9455 Kathleen Brook Apt. 651 | Huslia | AK | 99,746 | 65.6899 | -156.292 | 277 | Engineer, civil (consulting) | 1965-11-06 | 0a504f809903c9dc4745ca1599122363 | 1,371,157,192 | 65.87669 | -155.397298 | 0 |
1,275,045 | 2020-06-13 21:04:10 | 6,597,248,210,463,122 | fraud_Block-Hauck | travel | 8.21 | Kyle | Wright | M | 610 Samantha Park Suite 149 | Whittemore | IA | 50,598 | 43.0261 | -94.4064 | 912 | Optometrist | 1968-05-16 | 2aa5bec667e69f5ff096ac3fbef520ed | 1,371,157,450 | 43.992985 | -93.663074 | 0 |
1,275,046 | 2020-06-13 21:04:48 | 375,974,680,629,816 | fraud_Baumbach Ltd | personal_care | 1.41 | Roberta | Mccarthy | F | 94431 Matthew Mall Suite 296 | Plymouth | CT | 6,782 | 41.6611 | -73.0449 | 2,376 | Herpetologist | 1973-04-06 | 871d4a1caed9e6826497b93c1be58bcf | 1,371,157,488 | 41.376691 | -73.698127 | 0 |
1,275,047 | 2020-06-13 21:05:30 | 60,490,596,305 | fraud_Abshire PLC | entertainment | 139.4 | Karen | Johnson | F | 4349 Anna Flat Suite 214 | Haynes | AR | 72,341 | 34.8838 | -90.7666 | 222 | Programmer, applications | 1963-05-19 | 3d8575857032195d6de001ab349c3648 | 1,371,157,530 | 34.394032 | -90.826675 | 0 |
1,275,048 | 2020-06-13 21:06:54 | 4,561,546,772,499 | fraud_Gottlieb, Considine and Schultz | shopping_net | 1.79 | Daniel | Briggs | M | 7118 Jessica Unions Apt. 789 | Moriarty | NM | 87,035 | 34.9889 | -106.0609 | 7,268 | Therapist, art | 1988-08-04 | 7e5678087b7629734c5bd513ae417e10 | 1,371,157,614 | 34.809219 | -105.559493 | 0 |
1,275,049 | 2020-06-13 21:07:14 | 6,011,348,830,550,197 | fraud_Mante, Luettgen and Hackett | health_fitness | 12.41 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 0ddceb5a0438ddc2d4ce1a4a303a2bb1 | 1,371,157,634 | 34.459396 | -87.763746 | 0 |
1,275,050 | 2020-06-13 21:07:37 | 371,034,293,500,716 | fraud_Nienow PLC | entertainment | 77.39 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | a32107eca45b0a76799dcf5324f1e486 | 1,371,157,657 | 39.41159 | -120.672762 | 0 |
1,275,051 | 2020-06-13 21:08:15 | 3,557,442,674,264,531 | fraud_Carroll PLC | health_fitness | 130.81 | Angela | Edwards | F | 486 Wilkins Pines | Lithopolis | OH | 43,136 | 39.8013 | -82.8125 | 460 | Lecturer, higher education | 2004-06-19 | cb8bc0a1da93a3f7eb85ce320bbfdad4 | 1,371,157,695 | 40.581149 | -83.348856 | 0 |
1,275,052 | 2020-06-13 21:09:39 | 6,564,459,919,350,820 | fraud_Nicolas, Hills and McGlynn | entertainment | 9.24 | Douglas | Willis | M | 619 Jeremy Garden Apt. 681 | Benton | WI | 53,803 | 42.5545 | -90.3508 | 1,306 | Public relations officer | 1958-09-10 | 3cc07516c06734599920832b61775b25 | 1,371,157,779 | 42.655545 | -89.732054 | 0 |
1,275,053 | 2020-06-13 21:09:52 | 4,452,366,298,769,043 | fraud_Schuppe, Nolan and Hoeger | shopping_pos | 6.15 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | 5918016d82485646ea115c39fd318833 | 1,371,157,792 | 32.170417 | -96.818513 | 0 |
1,275,054 | 2020-06-13 21:10:38 | 4,586,810,168,620,942 | fraud_Herman Inc | misc_pos | 41.48 | Michelle | Gregory | F | 6983 Carrillo Isle | Edisto Island | SC | 29,438 | 32.5486 | -80.307 | 2,408 | Sales professional, IT | 1997-07-05 | f17c415571b8fbd3e087d3ed0fde7519 | 1,371,157,838 | 32.359089 | -81.046926 | 0 |
1,275,055 | 2020-06-13 21:10:40 | 3,598,215,285,024,754 | fraud_Schimmel-Olson | kids_pets | 30.8 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 2dfe53ef71e6ea6bd956b15539be7db0 | 1,371,157,840 | 40.420098 | -73.240797 | 0 |
1,275,056 | 2020-06-13 21:12:15 | 3,527,536,963,490,470 | fraud_Langworth LLC | personal_care | 116.84 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 06e13007bfaa947174a0d62edebff75b | 1,371,157,935 | 32.074237 | -81.260584 | 0 |
1,275,057 | 2020-06-13 21:12:28 | 342,351,256,941,125 | fraud_Pagac LLC | shopping_pos | 5.12 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | d243965b05d4dd7d2024b170912dc6b9 | 1,371,157,948 | 32.298204 | -82.828423 | 0 |
1,275,058 | 2020-06-13 21:12:48 | 3,534,330,126,107,879 | fraud_Zboncak LLC | food_dining | 61.05 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | 81cecb4dbcd05c342cf5c8d11d885870 | 1,371,157,968 | 45.030624 | -108.962144 | 0 |
1,275,059 | 2020-06-13 21:13:12 | 3,547,574,373,318,979 | fraud_Roberts, Ryan and Smith | personal_care | 73.97 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | c49ac72fcdebfecd19dd7da6491d4d1d | 1,371,157,992 | 39.641179 | -87.488171 | 0 |
1,275,060 | 2020-06-13 21:13:19 | 3,551,217,896,304,745 | fraud_Champlin, Rolfson and Connelly | travel | 1.4 | 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 | 463e58b5a16584e9b3bdfa95f2ec8ca9 | 1,371,157,999 | 45.079855 | -75.111777 | 0 |
1,275,061 | 2020-06-13 21:13:23 | 3,575,540,972,310,993 | fraud_Leffler-Goldner | personal_care | 21.2 | Rachel | Villarreal | F | 250 Carrie Throughway | University | MS | 38,677 | 34.3396 | -89.5736 | 4,198 | Curator | 2001-06-22 | c04f7af48e0a6d84020dd2425fe64773 | 1,371,158,003 | 34.038164 | -90.025136 | 0 |
1,275,062 | 2020-06-13 21:13:33 | 3,518,669,219,150,142 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 4.97 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | 6abc4c40acd02792947046c6c40f789f | 1,371,158,013 | 39.274037 | -85.112231 | 0 |
1,275,063 | 2020-06-13 21:13:36 | 340,103,199,302,564 | fraud_Parker-Kunde | personal_care | 9.04 | Sophia | Dickson | F | 9047 Rodriguez Turnpike | Gibsonville | NC | 27,249 | 36.1183 | -79.5685 | 12,486 | Arboriculturist | 1934-02-09 | 735eedddb2534cd1b114ec84397d7214 | 1,371,158,016 | 36.172967 | -79.878113 | 0 |
1,275,064 | 2020-06-13 21:14:52 | 372,520,049,757,633 | fraud_Runte, Green and Emard | health_fitness | 2.08 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 3ea9e1ff621ed15c18edb34968f2939c | 1,371,158,092 | 47.928537 | -93.999058 | 0 |
1,275,065 | 2020-06-13 21:14:59 | 4,777,065,439,639,721 | fraud_Kutch, Steuber and Gerhold | food_dining | 60.59 | Peter | Caldwell | M | 08966 Beltran Route Suite 905 | Oaks | PA | 19,456 | 40.1334 | -75.4536 | 737 | Oceanographer | 1987-04-24 | 520a1b2cd246f950184d174ba430c671 | 1,371,158,099 | 40.033478 | -75.347148 | 0 |
1,275,066 | 2020-06-13 21:15:19 | 3,559,160,581,764,413 | fraud_Reinger, Weissnat and Strosin | food_dining | 61.06 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 9ee9c58878af55f84cd44343fb6ca6c1 | 1,371,158,119 | 42.987007 | -78.653147 | 0 |
1,275,067 | 2020-06-13 21:15:29 | 3,565,423,334,076,143 | fraud_Hills-Boyer | personal_care | 16.73 | Nathan | Thomas | M | 4923 Campbell Pines Suite 717 | Carlisle | IN | 47,838 | 38.9763 | -87.3667 | 4,081 | Energy engineer | 1938-03-15 | ddb4712c20252c81f7397ccf59b717f7 | 1,371,158,129 | 39.887722 | -87.338544 | 0 |
1,275,068 | 2020-06-13 21:15:29 | 4,294,040,533,480,516 | fraud_Yost, Block and Koepp | misc_pos | 200.05 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | d262ea4a2a3282ababa080e7561e7339 | 1,371,158,129 | 32.850814 | -81.335158 | 0 |
1,275,069 | 2020-06-13 21:15:42 | 6,011,329,966,782,895 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 8.67 | 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 | 0a3a47449ce2272f7a07e42a8e779ef2 | 1,371,158,142 | 36.664678 | -95.118385 | 0 |
1,275,070 | 2020-06-13 21:15:44 | 4,103,158,249,977 | fraud_Mosciski Group | travel | 501.68 | Christopher | Adkins | M | 3512 Knight Center | Lorenzo | TX | 79,343 | 33.6666 | -101.5277 | 1,571 | Petroleum engineer | 1982-06-27 | 25e4597bd86606c38141b9a4de329a0f | 1,371,158,144 | 34.659064 | -100.690963 | 0 |
1,275,071 | 2020-06-13 21:16:04 | 4,239,552,724,014,407 | fraud_Bednar PLC | kids_pets | 51.94 | Carl | Hernandez | M | 9134 Darryl Flat Suite 916 | Paulding | OH | 45,879 | 41.141 | -84.5722 | 6,284 | Secondary school teacher | 1936-03-27 | cdacc2cf1d18325197656581960f5cf9 | 1,371,158,164 | 41.310764 | -83.971184 | 0 |
1,275,072 | 2020-06-13 21:16:11 | 3,514,865,930,894,695 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 173.47 | 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 | bbe8709018b7a06488ad4a23f100bb7c | 1,371,158,171 | 33.476945 | -105.546499 | 0 |
1,275,073 | 2020-06-13 21:16:40 | 4,792,627,764,422,478,000 | fraud_Douglas, Schneider and Turner | shopping_pos | 536.93 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | c0ec94769efbc5d64dd2312eee5ccc2a | 1,371,158,200 | 39.622492 | -95.081547 | 0 |
1,275,074 | 2020-06-13 21:16:45 | 4,464,457,352,619 | fraud_Friesen Ltd | health_fitness | 52.6 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | f7574c11a4f10c23a033cbcea031946a | 1,371,158,205 | 29.992184 | -85.548264 | 0 |
1,275,075 | 2020-06-13 21:17:26 | 2,512,312,531,485,080 | fraud_Kutch-Wilderman | home | 67.33 | John | Mccormick | M | 79414 Clark Lakes Suite 966 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Producer, radio | 1956-10-08 | ad1623f2b9d6006ddacb65ab46913421 | 1,371,158,246 | 42.618619 | -83.436601 | 0 |
1,275,076 | 2020-06-13 21:18:29 | 30,074,693,890,476 | fraud_Denesik and Sons | shopping_pos | 68.41 | Kelsey | Richards | F | 889 Sarah Station Suite 624 | Holcomb | KS | 67,851 | 37.9931 | -100.9893 | 2,691 | Arboriculturist | 1993-08-16 | dcfc996286a49398978f36519ca18304 | 1,371,158,309 | 38.772508 | -101.896833 | 0 |
1,275,077 | 2020-06-13 21:19:18 | 6,011,504,998,544,485 | fraud_Nicolas, Hills and McGlynn | entertainment | 1.04 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | e798cfc2dc9ee315d49bcc5236421a31 | 1,371,158,358 | 32.560156 | -87.219118 | 0 |
1,275,078 | 2020-06-13 21:19:20 | 30,234,966,027,947 | fraud_Fadel-Hilpert | health_fitness | 211.41 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | 3a80388a6d36c64ec0c2dc75acc367ea | 1,371,158,360 | 43.312321 | -87.362007 | 0 |
1,275,079 | 2020-06-13 21:20:23 | 4,476,840,372,112 | fraud_Lowe, Dietrich and Erdman | kids_pets | 13.6 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 94570189441513f1ace4fa944ef9ee69 | 1,371,158,423 | 35.219656 | -86.7653 | 0 |
1,275,080 | 2020-06-13 21:21:32 | 639,030,014,711 | fraud_Will Ltd | food_dining | 62.25 | Stephen | Lopez | M | 696 Matthew Ford Suite 157 | Olmsted | IL | 62,970 | 37.1935 | -89.0933 | 639 | Mechanical engineer | 1982-08-01 | 28947beead97742b12244fce811bd954 | 1,371,158,492 | 36.962973 | -89.963425 | 0 |
1,275,081 | 2020-06-13 21:21:46 | 571,465,035,400 | fraud_Schoen Ltd | kids_pets | 47.92 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | 6c4a020001f832be0dc9e362d6c814a4 | 1,371,158,506 | 42.283744 | -109.303476 | 0 |
1,275,082 | 2020-06-13 21:22:40 | 4,939,976,756,738,216 | fraud_Feil, Hilpert and Koss | food_dining | 36.51 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | 73993e4bef2443d8831e3714610a177d | 1,371,158,560 | 26.754152 | -99.135086 | 0 |
1,275,083 | 2020-06-13 21:23:04 | 4,586,260,469,584 | fraud_Reilly LLC | home | 50.22 | Melody | Thompson | F | 0362 Anderson Wall | Mound City | MO | 64,470 | 40.1362 | -95.2138 | 1,631 | Architect | 1953-01-20 | 7a43908612571f743cba19f39631b3d6 | 1,371,158,584 | 40.429095 | -94.344861 | 0 |
1,275,084 | 2020-06-13 21:23:09 | 4,809,701,904,914 | fraud_Gaylord-Powlowski | home | 55.4 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 575d40eaf6db789498326f80e7ec8e76 | 1,371,158,589 | 33.200948 | -84.175782 | 0 |
1,275,085 | 2020-06-13 21:23:11 | 5,127,412,150,261,034 | fraud_Cremin, Hamill and Reichel | misc_pos | 3.5 | David | Campbell | M | 2989 Murray Inlet | Washington | DC | 20,017 | 38.9367 | -76.994 | 601,723 | Psychotherapist, child | 1991-02-04 | e491f0c44d06fe6519c0780b62b26e88 | 1,371,158,591 | 38.331974 | -77.964155 | 0 |
1,275,086 | 2020-06-13 21:23:11 | 4,997,733,566,924,489 | fraud_Auer-West | shopping_net | 194.19 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 8e404be4623a97979fab294edbd52dca | 1,371,158,591 | 44.054782 | -93.241958 | 0 |
1,275,087 | 2020-06-13 21:23:38 | 2,713,913,904,780,408 | fraud_O'Connell-Ullrich | home | 33.51 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | e04c4de29a1cf365a7b4f12ad30abd51 | 1,371,158,618 | 32.386584 | -91.872525 | 0 |
1,275,088 | 2020-06-13 21:24:07 | 6,534,628,260,579,800 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 97 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 5d8471dc5b66b592180e8cee9cbf8704 | 1,371,158,647 | 45.13035 | -74.077576 | 0 |
1,275,089 | 2020-06-13 21:24:26 | 3,502,088,871,723,054 | fraud_Wuckert, Wintheiser and Friesen | home | 75.75 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 5370c564fa8c5fa1fba2e9e637ac4e6a | 1,371,158,666 | 38.071568 | -77.050396 | 0 |
1,275,090 | 2020-06-13 21:24:34 | 4,302,480,582,202,074 | fraud_Skiles LLC | home | 21.36 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | a97236cb8635899152627e07a6945ad5 | 1,371,158,674 | 44.157079 | -86.437289 | 0 |
1,275,091 | 2020-06-13 21:25:34 | 370,612,217,861,404 | fraud_Mohr Inc | shopping_pos | 76.67 | Amanda | Fitzgerald | F | 298 Kayla Lights | Bristol | PA | 19,007 | 40.1159 | -74.8536 | 21,125 | Administrator, charities/voluntary organisations | 1985-05-25 | d1cb9c073fa2629dc7c277fed8d6eeff | 1,371,158,734 | 39.646169 | -75.069821 | 0 |
1,275,092 | 2020-06-13 21:26:06 | 3,501,509,250,702,469 | fraud_Medhurst, Cartwright and Ebert | personal_care | 1.2 | Frank | Anderson | M | 0611 Stafford Valley Suite 504 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Programme researcher, broadcasting/film/video | 1979-01-02 | 7af3893f9ca8c33cddc1667398804110 | 1,371,158,766 | 25.185331 | -81.607286 | 0 |
1,275,093 | 2020-06-13 21:26:41 | 4,952,583,804,639,909 | fraud_Homenick LLC | personal_care | 7.62 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | ead289ad0d852aa9376dba4f29e853f2 | 1,371,158,801 | 41.066761 | -80.129703 | 0 |
1,275,094 | 2020-06-13 21:26:59 | 30,561,214,688,470 | fraud_Nienow, Ankunding and Collier | misc_pos | 86.95 | Gina | Morrison | F | 41851 Victor Drives Suite 219 | Allentown | PA | 18,103 | 40.5891 | -75.4645 | 166,081 | Scientist, research (maths) | 1998-10-01 | 3c809913b8fe31a289318fd95827ab35 | 1,371,158,819 | 40.996705 | -75.496839 | 0 |
1,275,095 | 2020-06-13 21:27:21 | 6,011,348,830,550,197 | fraud_Gulgowski LLC | home | 15.05 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | a3e6ea4454be33ea643d6bc9f616592a | 1,371,158,841 | 33.221699 | -86.641527 | 0 |
1,275,096 | 2020-06-13 21:27:42 | 3,583,635,130,604,947 | fraud_Brown-Greenholt | entertainment | 115.7 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 055f3e09b072f9c7d1897a07de4741f9 | 1,371,158,862 | 39.150372 | -74.630208 | 0 |
1,275,097 | 2020-06-13 21:27:55 | 4,658,490,815,480,264 | fraud_Wilkinson Ltd | entertainment | 31.63 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 7045f2ae40d3b976b01f00ab7d6c22ad | 1,371,158,875 | 39.657648 | -79.801529 | 0 |
1,275,098 | 2020-06-13 21:28:06 | 6,592,243,974,328,236 | fraud_Turcotte, McKenzie and Koss | entertainment | 16.1 | Philip | Hart | M | 97405 Vazquez Plains | Montgomery | AL | 36,111 | 32.3374 | -86.2715 | 214,703 | Chemist, analytical | 1994-10-07 | a9e301dd13e2cc3e5285234c0535b99b | 1,371,158,886 | 31.627657 | -87.091221 | 0 |
1,275,099 | 2020-06-13 21:28:28 | 571,465,035,400 | fraud_Brown-Greenholt | entertainment | 71.63 | Louis | Fisher | M | 45654 Hess Rest | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Freight forwarder | 1976-02-26 | d935c7f412be9f75609294133ac2b9a9 | 1,371,158,908 | 42.153184 | -109.426181 | 0 |
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