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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,273,900 | 2020-06-13 10:55:32 | 180,065,479,077,096 | fraud_Boyer-Reichert | shopping_net | 284.88 | Krystal | Gamble | F | 47152 Clayton Burg | Manchester | MD | 21,102 | 39.6747 | -76.8941 | 11,751 | Clinical research associate | 1964-02-15 | 7804f4acd4cf69eb578d49909dd7fe7f | 1,371,120,932 | 40.140885 | -76.600117 | 0 |
1,273,901 | 2020-06-13 10:55:47 | 3,543,299,015,720,986 | fraud_Rau and Sons | grocery_pos | 210.28 | Angela | White | F | 137 Adam Dale | Lebanon | VA | 24,266 | 36.8809 | -82.0956 | 9,521 | Teacher, English as a foreign language | 1977-10-19 | 34b746df2aa96fcf4bb662b7ebfd44da | 1,371,120,947 | 37.672255 | -81.409073 | 0 |
1,273,902 | 2020-06-13 10:56:21 | 4,179,719,215,697,782 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 709.99 | Belinda | Jimenez | F | 6807 Jacob Skyway Apt. 331 | Rockwell | IA | 50,469 | 43.0032 | -93.2167 | 1,574 | Scientist, audiological | 1982-12-27 | 22fc1edf1d3ab38e3df3f9509375ed17 | 1,371,120,981 | 43.765631 | -93.672135 | 1 |
1,273,903 | 2020-06-13 10:56:24 | 374,821,819,075,109 | fraud_Bartoletti-Wunsch | gas_transport | 48.23 | Zachary | Boone | M | 3703 Benson Wells | Palmyra | NY | 14,522 | 43.0622 | -77.2218 | 9,565 | Exhibition designer | 1927-12-11 | 4c5580d7adf332ae6dfcb4d9b713f7d9 | 1,371,120,984 | 42.370339 | -77.73158 | 0 |
1,273,904 | 2020-06-13 10:56:45 | 3,518,669,219,150,142 | fraud_Rodriguez Group | gas_transport | 50.6 | Dorothy | Thomas | F | 537 Rice Square Suite 040 | Milford | OH | 45,150 | 39.1657 | -84.233 | 31,394 | Hospital doctor | 1996-11-12 | f0ef6ad085ae2e2018685a7157a2e8e1 | 1,371,121,005 | 39.59376 | -83.595176 | 0 |
1,273,905 | 2020-06-13 10:57:52 | 4,509,922,033,272,157 | fraud_Kling Inc | gas_transport | 33.88 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | 7b405d1447e8008cd1e0fa40379f15a3 | 1,371,121,072 | 43.79742 | -97.201296 | 0 |
1,273,906 | 2020-06-13 10:59:47 | 371,034,293,500,716 | fraud_Corwin-Collins | gas_transport | 46.34 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | aa14017a32f804d2e2fa685fb8d30acf | 1,371,121,187 | 39.635729 | -121.188663 | 0 |
1,273,907 | 2020-06-13 11:01:01 | 4,155,021,259,183,870 | fraud_Kuphal-Bartoletti | misc_net | 255.56 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | 900e81c6b27a50efde711f7d9f5b1fce | 1,371,121,261 | 34.263209 | -99.90346 | 0 |
1,273,908 | 2020-06-13 11:03:02 | 6,011,999,606,625,827 | fraud_Sporer Inc | gas_transport | 96.38 | Ronald | Carson | M | 870 Rocha Drive | Harrington Park | NJ | 7,640 | 40.9918 | -73.98 | 4,664 | Radiographer, diagnostic | 1965-06-30 | 52d48e34ba759a45c6572de5729feab8 | 1,371,121,382 | 41.118651 | -73.457783 | 0 |
1,273,909 | 2020-06-13 11:03:49 | 3,575,789,281,659,026 | fraud_Kunze Inc | grocery_pos | 90.47 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | f0f3617793254663c69a17b9036ddf4f | 1,371,121,429 | 39.010568 | -93.053203 | 0 |
1,273,910 | 2020-06-13 11:04:29 | 3,587,960,728,692,500 | fraud_McCullough Group | grocery_net | 16.03 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | 31569b0f945d1bc8138749bb91abcfef | 1,371,121,469 | 42.519255 | -95.427332 | 0 |
1,273,911 | 2020-06-13 11:04:55 | 3,534,330,126,107,879 | fraud_Kuhic LLC | shopping_net | 102.05 | Jeffrey | Smith | M | 713 Scott Pike Apt. 712 | Bridger | MT | 59,014 | 45.2857 | -108.9082 | 1,446 | Chartered loss adjuster | 1978-01-15 | 15f1881a3502b65e8630d12ccab31133 | 1,371,121,495 | 45.412129 | -108.945612 | 0 |
1,273,912 | 2020-06-13 11:05:10 | 6,540,981,358,631,302 | fraud_Heaney-Marquardt | entertainment | 3.91 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | c1f906dbfd21fe1abfb152f04c5038c3 | 1,371,121,510 | 43.354561 | -83.317755 | 0 |
1,273,913 | 2020-06-13 11:05:44 | 4,092,452,671,396,169,700 | fraud_Raynor, Feest and Miller | gas_transport | 43.14 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | 027a9cba551dd503f5ca7f756392a139 | 1,371,121,544 | 34.171664 | -78.624773 | 0 |
1,273,914 | 2020-06-13 11:05:51 | 676,118,385,837 | fraud_Schamberger-O'Keefe | grocery_pos | 122.75 | Katelyn | Wise | F | 674 Maureen Summit Apt. 276 | Scotts Mills | OR | 97,375 | 44.9897 | -122.6187 | 1,252 | Engineer, petroleum | 1937-02-06 | c7a483fd72dd5e3aa98f95ba7e9d3116 | 1,371,121,551 | 45.114105 | -122.3639 | 0 |
1,273,915 | 2020-06-13 11:06:05 | 4,302,480,582,202,074 | fraud_Lind, Huel and McClure | gas_transport | 108.48 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | afb7821f1aab05c4bcf71a4f3f40899d | 1,371,121,565 | 42.796102 | -86.868155 | 0 |
1,273,916 | 2020-06-13 11:06:33 | 180,042,946,491,150 | fraud_Rempel PLC | grocery_net | 53.54 | Charles | Robles | M | 3337 Lisa Divide | Saint Petersburg | FL | 33,710 | 27.7898 | -82.7243 | 341,043 | Engineer, land | 1989-02-28 | c102b683b51876c01ee4c686107bddda | 1,371,121,593 | 27.387699 | -82.586698 | 0 |
1,273,917 | 2020-06-13 11:06:53 | 4,698,163,635,895,795 | fraud_Padberg-Welch | grocery_pos | 118.27 | Sharon | Powell | F | 101 Carla Loop | Wendel | CA | 96,136 | 40.3406 | -120.2824 | 104 | Teacher, adult education | 1989-08-16 | 71c5694134167f9cc61f731a44fbe4f3 | 1,371,121,613 | 39.51234 | -120.456667 | 0 |
1,273,918 | 2020-06-13 11:07:03 | 3,567,879,740,649,740 | fraud_Mosciski, Ziemann and Farrell | shopping_net | 24.17 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | c14a15e0c90d0e8c4e778ccab217f3ab | 1,371,121,623 | 43.276173 | -75.709619 | 0 |
1,273,919 | 2020-06-13 11:09:33 | 5,596,347,693,144,598 | fraud_Prohaska-Murray | gas_transport | 106.07 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | 74756e4920cb0aa71f4a426cb29b19c3 | 1,371,121,773 | 30.086844 | -91.209851 | 0 |
1,273,920 | 2020-06-13 11:09:48 | 4,292,743,669,224,718,000 | fraud_DuBuque LLC | grocery_pos | 58.69 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | aa3feec33eb1b15b95e36ac813dfc88f | 1,371,121,788 | 38.574661 | -76.163904 | 0 |
1,273,921 | 2020-06-13 11:12:06 | 6,011,603,272,871,604 | fraud_Kutch, Hermiston and Farrell | gas_transport | 72.73 | Robert | Holland | M | 431 Tracy Expressway | Milner | GA | 30,257 | 33.141 | -84.1759 | 4,138 | Field seismologist | 1969-05-16 | 4900488e35f6232db1097391d579c72b | 1,371,121,926 | 33.893252 | -84.041824 | 0 |
1,273,922 | 2020-06-13 11:12:11 | 4,740,713,119,940,984 | fraud_Spencer-Runolfsson | misc_pos | 3.32 | Heather | Hines | F | 13776 Hicks Plains | Pomona | NY | 10,970 | 41.1901 | -74.0436 | 9,993 | Pensions consultant | 1962-10-16 | 42304a81228af7e415ea6a57927bcc07 | 1,371,121,931 | 41.229893 | -75.02651 | 0 |
1,273,923 | 2020-06-13 11:13:17 | 374,497,717,543,058 | fraud_Schmitt Ltd | misc_net | 62.67 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | abf9406d196a711da4ea116f04ceeddf | 1,371,121,997 | 48.030988 | -100.946489 | 0 |
1,273,924 | 2020-06-13 11:13:28 | 4,855,488,158,131,690,000 | fraud_Kassulke PLC | shopping_net | 89.35 | Jeremy | Roberson | M | 25887 Martin Inlet | Graniteville | VT | 5,654 | 44.1554 | -72.4847 | 970 | Agricultural consultant | 1993-09-29 | a57ff7fa1ebc5da46d69e22a5f844723 | 1,371,122,008 | 44.11837 | -72.948248 | 0 |
1,273,925 | 2020-06-13 11:15:53 | 3,567,879,740,649,740 | fraud_Murray Ltd | grocery_net | 21.53 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | e6b9ab5f93c7d34e996339e8fcdf961e | 1,371,122,153 | 44.250259 | -76.662536 | 0 |
1,273,926 | 2020-06-13 11:15:54 | 30,030,380,240,193 | fraud_Reynolds-Schinner | misc_pos | 36.99 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | 9c8a536baaa44399061dfbcdc7dedfcf | 1,371,122,154 | 30.320666 | -98.869009 | 0 |
1,273,927 | 2020-06-13 11:18:10 | 3,546,897,637,165,774 | fraud_Eichmann-Russel | misc_pos | 2.19 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | a3dcbf545744f40e2cd7d372c07200e3 | 1,371,122,290 | 32.16657 | -97.488096 | 0 |
1,273,928 | 2020-06-13 11:20:24 | 3,583,793,405,872,580 | fraud_Bernhard Inc | gas_transport | 77.5 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 18fb569c12229b4848ad8891f76893aa | 1,371,122,424 | 34.381559 | -99.846023 | 0 |
1,273,929 | 2020-06-13 11:23:30 | 4,358,137,750,029,945,000 | fraud_Huels-Hahn | gas_transport | 44.69 | Dawn | Stephens | F | 91542 Marissa Shores Apt. 053 | Oran | IA | 50,664 | 42.7012 | -92.0762 | 53 | Sports administrator | 1972-10-05 | 593d0ef010d70b8caa1fcb17cc028470 | 1,371,122,610 | 43.316759 | -92.423184 | 0 |
1,273,930 | 2020-06-13 11:23:45 | 2,720,830,304,681,674 | fraud_Wiza, Schaden and Stark | misc_pos | 205.26 | Melissa | Aguilar | F | 21326 Taylor Squares Suite 708 | Clarksville | TN | 37,040 | 36.522 | -87.349 | 151,785 | Pathologist | 1974-03-28 | 7351e9d93948cf587c58622f7d9598b4 | 1,371,122,625 | 36.643071 | -87.541223 | 0 |
1,273,931 | 2020-06-13 11:25:21 | 3,547,574,373,318,979 | fraud_Kihn, Abernathy and Douglas | shopping_net | 1.77 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | a10d48167bafe31019b0a82ecc559b4c | 1,371,122,721 | 39.509689 | -87.438961 | 0 |
1,273,932 | 2020-06-13 11:25:29 | 4,005,676,619,255,478 | fraud_Schoen, Kuphal and Nitzsche | grocery_pos | 26.48 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | bc6b1ef535db2b0d5b82158d544fda57 | 1,371,122,729 | 29.820947 | -90.596023 | 0 |
1,273,933 | 2020-06-13 11:26:28 | 4,956,828,990,005,111,000 | fraud_Bauch-Raynor | grocery_pos | 37.03 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | ea8ff91c4fedd089b739a5e3a33ffe33 | 1,371,122,788 | 41.334543 | -74.282482 | 0 |
1,273,934 | 2020-06-13 11:26:34 | 213,136,802,746,375 | fraud_Kassulke PLC | shopping_net | 4.44 | Christine | Davis | F | 736 Moss Motorway Suite 549 | Humboldt | AZ | 86,329 | 34.5189 | -112.2523 | 1,179 | Civil engineer, contracting | 1955-01-20 | fd40688b57cb91dcb3f8b015b564ce50 | 1,371,122,794 | 34.195613 | -111.468246 | 0 |
1,273,935 | 2020-06-13 11:26:36 | 4,939,976,756,738,216 | fraud_Rippin, Kub and Mann | misc_net | 151.25 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | b22d514eb55035c8878db75ae1ecb797 | 1,371,122,796 | 25.902815 | -99.391409 | 0 |
1,273,936 | 2020-06-13 11:27:22 | 4,797,297,220,948,469,000 | fraud_Schaefer, Maggio and Daugherty | gas_transport | 66.51 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | f61e32dbd161c065f9fab908afb463ab | 1,371,122,842 | 39.891339 | -85.55555 | 0 |
1,273,937 | 2020-06-13 11:27:30 | 6,011,860,238,257,910 | fraud_Mante Group | misc_net | 1.65 | Lisa | Mendez | F | 44259 Beth Station Suite 215 | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Programme researcher, broadcasting/film/video | 1952-07-06 | 77eb1e68b794af43ed8135c28595d20e | 1,371,122,850 | 37.203934 | -97.335753 | 0 |
1,273,938 | 2020-06-13 11:28:12 | 2,383,461,948,823,908 | fraud_Jewess LLC | shopping_pos | 36.34 | Patrick | Vaughan | M | 651 Miller Common | Parsonsfield | ME | 4,047 | 43.745 | -70.9092 | 1,892 | Audiological scientist | 1956-03-02 | 9ce4815229f5bdb13c958d273e5e841e | 1,371,122,892 | 44.154767 | -70.792913 | 0 |
1,273,939 | 2020-06-13 11:28:56 | 5,596,347,693,144,598 | fraud_Frami Group | entertainment | 131.22 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | 2fea7e7804722b5966975c3682a95398 | 1,371,122,936 | 30.715217 | -89.451681 | 0 |
1,273,940 | 2020-06-13 11:29:29 | 60,416,207,185 | fraud_McGlynn-Heathcote | misc_net | 2.07 | Mary | Diaz | F | 9886 Anita Drive | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Information systems manager | 1986-02-17 | 981df7bfce82d1abdc9883f6445cf475 | 1,371,122,969 | 42.510875 | -108.853928 | 0 |
1,273,941 | 2020-06-13 11:29:56 | 30,131,826,429,364 | fraud_Kerluke, Considine and Macejkovic | misc_net | 14.26 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 3f5b210ced10406ba2f7f01069084e57 | 1,371,122,996 | 36.129219 | -83.75963 | 0 |
1,273,942 | 2020-06-13 11:30:55 | 630,484,879,808 | fraud_Collier Inc | grocery_net | 45.94 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | dc4fc26850df2a58fa02f3918de23b36 | 1,371,123,055 | 36.00106 | -120.508468 | 0 |
1,273,943 | 2020-06-13 11:32:28 | 3,535,808,924,394,848 | fraud_Lockman Ltd | grocery_pos | 79.36 | Matthew | Myers | M | 4936 Michelle Points | Tower Hill | IL | 62,571 | 39.39 | -88.9597 | 1,532 | Radio broadcast assistant | 1980-01-09 | ed768a3ecec78714ea365c0afcdc49fd | 1,371,123,148 | 39.657286 | -89.461388 | 0 |
1,273,944 | 2020-06-13 11:34:59 | 4,239,552,724,014,407 | fraud_Bradtke PLC | grocery_pos | 92.25 | Carl | Hernandez | M | 9134 Darryl Flat Suite 916 | Paulding | OH | 45,879 | 41.141 | -84.5722 | 6,284 | Secondary school teacher | 1936-03-27 | 4986f7dd67091add76646e115d6ae17a | 1,371,123,299 | 41.067099 | -85.405307 | 0 |
1,273,945 | 2020-06-13 11:35:14 | 4,914,700,582,394,237 | fraud_Nitzsche, Kessler and Wolff | shopping_pos | 4.26 | John | Williams | M | 8929 Phillips Corners Suite 259 | Harmony | PA | 16,037 | 40.8496 | -80.1381 | 4,589 | Bookseller | 1956-05-01 | 52d30af4d20585b05c7692c58508b38d | 1,371,123,314 | 41.793889 | -80.479407 | 0 |
1,273,946 | 2020-06-13 11:36:39 | 4,708,992,452,821,239 | fraud_Cummerata-Jones | gas_transport | 47.13 | Jared | Walters | M | 3326 Hannah Fords | Cord | AR | 72,524 | 35.8184 | -91.3375 | 376 | Designer, ceramics/pottery | 1938-09-08 | 4941a4d57726f0c0e56ee0032ff0352c | 1,371,123,399 | 34.853007 | -91.795073 | 0 |
1,273,947 | 2020-06-13 11:36:57 | 30,033,162,392,091 | fraud_Vandervort-Funk | grocery_pos | 97.25 | Kevin | Summers | M | 7302 Samantha Mission | Carroll | NE | 68,723 | 42.277 | -97.1926 | 566 | Metallurgist | 1975-01-26 | 0c1226846fa482215e1d77ea70266964 | 1,371,123,417 | 42.913541 | -97.147398 | 0 |
1,273,948 | 2020-06-13 11:40:08 | 30,290,551,782,700 | fraud_Abbott-Rogahn | entertainment | 5.82 | John | Clarke | M | 27909 Peter Motorway | Cadiz | KY | 42,211 | 36.802 | -87.8286 | 13,422 | Commissioning editor | 1961-09-03 | e5f045728a2f5802dcdd2cca1ce62325 | 1,371,123,608 | 37.640498 | -88.148312 | 0 |
1,273,949 | 2020-06-13 11:42:30 | 4,951,647,200,979,051 | fraud_Swaniawski, Bahringer and Ledner | grocery_net | 31.17 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | d3211cb030392678b176dde30e5f368e | 1,371,123,750 | 37.69927 | -88.593672 | 0 |
1,273,950 | 2020-06-13 11:42:52 | 4,003,989,662,068,504 | fraud_Emmerich-Luettgen | grocery_net | 40.36 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | f867a23244b604d02a569afba57398aa | 1,371,123,772 | 34.150801 | -87.196948 | 0 |
1,273,951 | 2020-06-13 11:43:18 | 6,538,441,737,335,434 | fraud_Rempel PLC | grocery_net | 50.49 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | 23e22e11b8bc61cd9ed1bfee9a197567 | 1,371,123,798 | 41.474577 | -80.067477 | 0 |
1,273,952 | 2020-06-13 11:46:04 | 630,424,987,505 | fraud_Tillman, Dickinson and Labadie | gas_transport | 38.73 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 5047c49d698ffc5bef080867e3337846 | 1,371,123,964 | 39.670461 | -79.772029 | 0 |
1,273,953 | 2020-06-13 11:47:17 | 4,789,911,625,179,723 | fraud_Kemmer-Buckridge | misc_pos | 294.71 | Dorothy | Zuniga | F | 77321 Ford Via | Moriches | NY | 11,955 | 40.8095 | -72.8229 | 3,285 | Research officer, trade union | 1988-04-27 | 676c15afe59fee7bead3959fb21aaa0b | 1,371,124,037 | 39.96278 | -72.329767 | 0 |
1,273,954 | 2020-06-13 11:48:55 | 4,755,696,071,492 | fraud_Bins-Rice | gas_transport | 70.22 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | a277f2f1ed977681e0738e2face84f77 | 1,371,124,135 | 32.249011 | -97.180339 | 0 |
1,273,955 | 2020-06-13 11:50:26 | 213,195,754,007,681 | fraud_Wintheiser, Dietrich and Schimmel | misc_pos | 4.04 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | 8287804758d16d62646065afbcdc0910 | 1,371,124,226 | 41.116501 | -92.207712 | 0 |
1,273,956 | 2020-06-13 11:52:40 | 4,119,762,878,330,989 | fraud_Will Ltd | food_dining | 86.4 | Melinda | Gutierrez | F | 1497 West Gateway | Eureka | IL | 61,530 | 40.7152 | -89.2706 | 6,713 | Archivist | 1945-08-19 | b03943cb172f011074db234894cb0694 | 1,371,124,360 | 41.434509 | -88.380073 | 0 |
1,273,957 | 2020-06-13 11:53:08 | 4,755,696,071,492 | fraud_Sporer Inc | gas_transport | 55.23 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 257627cd63a2dc92f9b346099da6709f | 1,371,124,388 | 33.237017 | -96.248531 | 0 |
1,273,958 | 2020-06-13 11:53:18 | 213,195,754,007,681 | fraud_Bernhard Inc | gas_transport | 90.36 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | 535496e9fca4bd2603908a9ba71afff8 | 1,371,124,398 | 40.209162 | -92.46847 | 0 |
1,273,959 | 2020-06-13 11:53:19 | 374,656,033,243,756 | fraud_Rutherford-Mertz | grocery_pos | 92.8 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | b12fff00c5a8bf36fad42a3e7d8e09de | 1,371,124,399 | 39.67237 | -77.823626 | 0 |
1,273,960 | 2020-06-13 11:54:34 | 213,124,978,348,176 | fraud_Torphy-Goyette | shopping_pos | 192.89 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | 506745556876aad0cd9744756614771d | 1,371,124,474 | 41.763699 | -78.169216 | 0 |
1,273,961 | 2020-06-13 11:54:43 | 3,575,789,281,659,026 | fraud_Bogisich Inc | grocery_pos | 101.82 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | f054ec03a495e8c28d1853edba8f3fe5 | 1,371,124,483 | 38.290939 | -93.698987 | 0 |
1,273,962 | 2020-06-13 11:56:49 | 3,533,012,926,413,100 | fraud_Welch Inc | misc_net | 520.84 | Megan | Bernard | F | 128 Nathan Ramp | Barneveld | NY | 13,304 | 43.2237 | -75.1612 | 1,684 | IT trainer | 1994-03-01 | d173f9074ab0dd23d9ec1d89238af6a5 | 1,371,124,609 | 43.030219 | -74.478317 | 0 |
1,273,963 | 2020-06-13 11:56:57 | 4,939,976,756,738,216 | fraud_Boehm, Block and Jakubowski | misc_pos | 5.28 | Michelle | Johnston | F | 3531 Hamilton Highway | Roma | TX | 78,584 | 26.4215 | -99.0025 | 18,128 | IT trainer | 1990-11-07 | d75137988175d186ff4fcfe492b36aa4 | 1,371,124,617 | 26.396712 | -98.807019 | 0 |
1,273,964 | 2020-06-13 11:58:27 | 676,245,600,876 | fraud_Haley, Jewess and Bechtelar | shopping_pos | 2.3 | Ashley | Blanchard | F | 292 Lowe Dam Suite 858 | West Palm Beach | FL | 33,417 | 26.7197 | -80.1248 | 459,921 | Historic buildings inspector/conservation officer | 1960-06-14 | 8ef5d304070c66d142e04ebcd198182b | 1,371,124,707 | 27.429631 | -80.227505 | 0 |
1,273,965 | 2020-06-13 12:00:55 | 3,586,008,444,788,268 | fraud_Barton LLC | kids_pets | 165.2 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 99aef7d5432905456514e2e51f30561a | 1,371,124,855 | 47.193078 | -122.967358 | 0 |
1,273,966 | 2020-06-13 12:01:29 | 676,326,610,042 | fraud_Schumm PLC | shopping_net | 7.77 | Jacqueline | Caldwell | F | 54220 April Union Suite 403 | Riverview | MI | 48,193 | 42.1782 | -83.2461 | 15,623 | Writer | 1993-11-02 | 4f2bdb8cdeb7e9f2311a7d4cc18aeefd | 1,371,124,889 | 42.095042 | -82.972397 | 0 |
1,273,967 | 2020-06-13 12:01:35 | 6,011,366,578,560,244 | fraud_Nienow, Barrows and Romaguera | personal_care | 115.94 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 5311372ee15ce8f84bf9de9c85d5721c | 1,371,124,895 | 40.020546 | -78.560913 | 0 |
1,273,968 | 2020-06-13 12:02:09 | 4,997,733,566,924,489 | fraud_Monahan-Morar | personal_care | 13.45 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | eae0f5b890310d62239d430a7d1191b7 | 1,371,124,929 | 45.259985 | -93.659772 | 0 |
1,273,969 | 2020-06-13 12:04:11 | 4,247,921,790,666 | fraud_Will Ltd | food_dining | 63.85 | 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 | bafa076a12655f92d4378f43b1c0bb51 | 1,371,125,051 | 39.361005 | -82.526909 | 0 |
1,273,970 | 2020-06-13 12:04:43 | 4,229,733,778,084,049 | fraud_Kulas Group | health_fitness | 65.11 | Tyler | Mills | M | 7838 Jason Squares | Elizabethtown | KY | 42,701 | 37.6848 | -85.8784 | 48,194 | Surgeon | 1990-05-03 | cbf733b9ec36efc36762a4e72b72be67 | 1,371,125,083 | 37.133818 | -85.719544 | 0 |
1,273,971 | 2020-06-13 12:04:56 | 30,551,643,947,183 | fraud_Morissette LLC | entertainment | 173.61 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | 75e536384407f746391018a0f30e27f8 | 1,371,125,096 | 35.82072 | -82.363555 | 0 |
1,273,972 | 2020-06-13 12:05:25 | 571,365,235,126 | fraud_Hills-Witting | shopping_net | 2.5 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 6a661e5b68e8a0ed33b1cac7fae60e17 | 1,371,125,125 | 43.762583 | -85.670693 | 0 |
1,273,973 | 2020-06-13 12:06:34 | 3,589,255,887,819,806 | fraud_Hermiston, Russel and Price | food_dining | 28.17 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 69bc1ae833607980bcd76a84a3c4cdd1 | 1,371,125,194 | 39.807355 | -78.513442 | 0 |
1,273,974 | 2020-06-13 12:07:07 | 4,191,109,180,926,792 | fraud_Wilkinson PLC | kids_pets | 8.76 | Jennifer | Spencer | F | 477 Wheeler Burg | Amanda | OH | 43,102 | 39.6251 | -82.7552 | 4,512 | Farm manager | 1992-10-03 | 2bc6e8e0259dd748962fab36685a98d7 | 1,371,125,227 | 39.743174 | -83.2387 | 0 |
1,273,975 | 2020-06-13 12:07:30 | 4,810,839,835,482,794,000 | fraud_Abshire PLC | entertainment | 29.85 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | 3d44214bd71abef173f6cdd183869b04 | 1,371,125,250 | 35.835587 | -93.996623 | 0 |
1,273,976 | 2020-06-13 12:09:12 | 4,613,314,721,966 | fraud_Welch, Rath and Koepp | entertainment | 73.37 | Jason | Murphy | M | 542 Steve Curve Suite 011 | Collettsville | NC | 28,611 | 35.9946 | -81.7266 | 885 | Soil scientist | 1988-09-15 | 9ad70f8341eea9301d9b58a8568d33d6 | 1,371,125,352 | 35.711873 | -80.903604 | 0 |
1,273,977 | 2020-06-13 12:09:31 | 6,011,504,998,544,485 | fraud_Medhurst PLC | shopping_net | 5.75 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 022b5bc455d93e3f90c5b977d747467a | 1,371,125,371 | 31.519525 | -87.457121 | 0 |
1,273,978 | 2020-06-13 12:09:41 | 3,559,160,581,764,413 | fraud_Feil, Hilpert and Koss | food_dining | 61.81 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | fc6adeb7b5b71aa2b5be5d10728e9b86 | 1,371,125,381 | 41.531329 | -78.344768 | 0 |
1,273,979 | 2020-06-13 12:10:00 | 3,533,742,182,628,021 | fraud_Quitzon-Goyette | home | 60.55 | Robert | Haynes | M | 857 Aaron Circles Suite 398 | Johns Island | SC | 29,455 | 32.8357 | -79.8217 | 20,478 | Materials engineer | 1997-06-04 | ac5aab00986eac134b484fa16b298d49 | 1,371,125,400 | 33.252959 | -79.755227 | 0 |
1,273,980 | 2020-06-13 12:10:29 | 30,371,006,069,917 | fraud_Bahringer, Bergnaum and Quitzon | home | 89.48 | Robert | James | M | 92021 Miranda Meadows | Tamaroa | IL | 62,888 | 38.138 | -89.2231 | 2,135 | Development worker, community | 1961-01-31 | 8b0b9a03831d8b81f921b2242dcb1669 | 1,371,125,429 | 37.9806 | -89.752731 | 0 |
1,273,981 | 2020-06-13 12:10:59 | 30,408,301,059,761 | fraud_Willms, Kris and Bergnaum | shopping_pos | 6.32 | Brandon | Pittman | M | 2881 Frey Village | Cross | SC | 29,436 | 33.3364 | -80.1859 | 4,471 | Occupational hygienist | 1973-10-09 | e4b48eb41ac505016d16890467fd2261 | 1,371,125,459 | 32.640683 | -80.444057 | 0 |
1,273,982 | 2020-06-13 12:11:04 | 30,044,330,818,990 | fraud_Lynch Ltd | shopping_pos | 5.13 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | 790e2ab8cb4e794faeb2f835dd99f816 | 1,371,125,464 | 26.55584 | -82.723615 | 0 |
1,273,983 | 2020-06-13 12:11:32 | 2,248,735,346,244,816 | fraud_Zboncak Ltd | food_dining | 76.67 | Jacob | Weber | M | 29156 Mark Park Apt. 108 | Utica | KS | 67,584 | 38.6411 | -100.138 | 269 | Product/process development scientist | 1962-11-11 | be29cc05665ca0bc6972f3799f7ad1ff | 1,371,125,492 | 38.477481 | -99.611223 | 0 |
1,273,984 | 2020-06-13 12:12:35 | 3,540,075,240,003,197 | fraud_Jewess LLC | shopping_pos | 8.88 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | f56791972a5f3a6896b1c89f5dabcab1 | 1,371,125,555 | 44.01798 | -93.946231 | 0 |
1,273,985 | 2020-06-13 12:12:38 | 3,543,591,270,174,051 | fraud_Ziemann-Waters | health_fitness | 11.63 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | dfb641e3c830e3d435c10c9a30a412e7 | 1,371,125,558 | 40.876859 | -79.150441 | 0 |
1,273,986 | 2020-06-13 12:12:38 | 676,369,110,710 | fraud_Jakubowski Group | food_dining | 10.16 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | f825518bfbd09c3753b4db8dfe701e94 | 1,371,125,558 | 43.185723 | -82.893037 | 0 |
1,273,987 | 2020-06-13 12:12:40 | 4,292,743,669,224,718,000 | fraud_Wiza LLC | misc_pos | 4.28 | Michael | Williams | M | 35822 Clayton Street Apt. 679 | Great Mills | MD | 20,634 | 38.2674 | -76.4954 | 5,927 | Art therapist | 1973-06-09 | c795d263406ce5b5f3f1ad4e7344b4f2 | 1,371,125,560 | 39.199173 | -76.247079 | 0 |
1,273,988 | 2020-06-13 12:13:03 | 4,099,707,841,315,751 | fraud_Dibbert and Sons | entertainment | 48.93 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | ee6c59e661d31d9197571e717e96c83d | 1,371,125,583 | 39.100174 | -77.724551 | 0 |
1,273,989 | 2020-06-13 12:13:44 | 213,120,463,918,358 | fraud_Homenick LLC | personal_care | 31.9 | Willie | Jordan | M | 529 West Key | Spearsville | LA | 71,277 | 32.955 | -92.587 | 1,758 | Psychologist, forensic | 1957-08-08 | 3ae81698a31b5e2852e1d6bf3dd6e728 | 1,371,125,624 | 32.028476 | -93.117799 | 0 |
1,273,990 | 2020-06-13 12:13:55 | 213,124,978,348,176 | fraud_Beier and Sons | home | 19.27 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | 220dcede2150613169c2d7b1e8040799 | 1,371,125,635 | 41.357473 | -78.46321 | 0 |
1,273,991 | 2020-06-13 12:15:12 | 6,011,626,928,491,360 | fraud_Torphy-Kertzmann | health_fitness | 125.8 | 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 | b5cc2a7ec4f8f331ce68cf670f07c504 | 1,371,125,712 | 34.503866 | -89.214278 | 0 |
1,273,992 | 2020-06-13 12:17:44 | 377,113,842,678,100 | fraud_Hammes-Beatty | kids_pets | 1.31 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 9baba102378e8cb5cae758fe1bd97c6d | 1,371,125,864 | 39.180572 | -74.581335 | 0 |
1,273,993 | 2020-06-13 12:17:49 | 4,900,628,639,996 | fraud_Cummerata-Hilpert | entertainment | 158.39 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 3b720773fb671f1e1f5707e5b56166da | 1,371,125,869 | 34.02852 | -118.143233 | 0 |
1,273,994 | 2020-06-13 12:17:57 | 503,874,407,318 | fraud_Carroll PLC | health_fitness | 113.31 | Andrew | Mcgee | M | 4130 Tiffany Glen Apt. 562 | San Antonio | TX | 78,248 | 29.5894 | -98.5201 | 1,595,797 | Exhibition designer | 1975-12-28 | 7ed7e205fc4d0215d6b5077373440577 | 1,371,125,877 | 30.453014 | -98.718295 | 0 |
1,273,995 | 2020-06-13 12:18:49 | 30,570,197,515,105 | fraud_Langworth LLC | personal_care | 9.1 | Vincent | Cain | M | 64851 Cole Turnpike | Hartford | AL | 36,344 | 31.086 | -85.7192 | 5,732 | Jewellery designer | 1945-12-07 | 5c0ead96f210cdda973654e789c34651 | 1,371,125,929 | 30.273666 | -86.426583 | 0 |
1,273,996 | 2020-06-13 12:18:57 | 4,658,490,815,480,264 | fraud_Kling, Howe and Schneider | home | 56.89 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 91d3efac5e84dc1ea08536cc27f02ab4 | 1,371,125,937 | 39.417776 | -79.430696 | 0 |
1,273,997 | 2020-06-13 12:19:03 | 4,302,480,582,202,074 | fraud_Friesen Inc | shopping_pos | 7.13 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | c744c74ad2c57c5b780027e361c19e9c | 1,371,125,943 | 43.85707 | -87.021703 | 0 |
1,273,998 | 2020-06-13 12:19:05 | 3,587,960,728,692,500 | fraud_Haley, Batz and Auer | health_fitness | 4.72 | Kathy | Hughes | F | 02110 Lucas Freeway Suite 517 | Battle Creek | IA | 51,006 | 42.3327 | -95.6045 | 1,075 | Teacher, early years/pre | 1997-01-02 | 3f06603ce8ebe5dd3224f9841c429bf9 | 1,371,125,945 | 42.316558 | -96.528798 | 0 |
1,273,999 | 2020-06-13 12:19:45 | 4,605,902,936,394 | fraud_Schiller, Blanda and Johnson | home | 6.91 | Vincent | Mueller | M | 79019 Taylor Cliffs | Dallas | TX | 75,238 | 32.877 | -96.708 | 1,263,321 | Drilling engineer | 1959-06-28 | 26dcdb1165a5f51529cafeea8c39dc3b | 1,371,125,985 | 33.750068 | -97.562957 | 0 |
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