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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,292,200 | 2020-06-19 17:54:00 | 4,302,480,582,202,074 | fraud_Skiles LLC | home | 52.08 | David | Rodriguez | M | 821 Solis Points | Muskegon | MI | 49,440 | 43.2326 | -86.2492 | 128,715 | Historic buildings inspector/conservation officer | 1995-05-25 | cd15b283628a1c222860e51994ae9a83 | 1,371,664,440 | 44.022455 | -85.739219 | 0 |
1,292,201 | 2020-06-19 17:54:37 | 6,534,628,260,579,800 | fraud_Gottlieb, Considine and Schultz | shopping_net | 5.91 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | ca48c1ce836f718d272ab16f254f6fd5 | 1,371,664,477 | 43.337505 | -73.777586 | 0 |
1,292,202 | 2020-06-19 17:56:10 | 375,082,648,741,747 | fraud_Torp-Lemke | misc_pos | 9.69 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 99ff16f365edcc14ae8596ffb18f71b6 | 1,371,664,570 | 46.897365 | -97.213353 | 0 |
1,292,203 | 2020-06-19 17:57:24 | 30,518,206,766,474 | fraud_Schumm PLC | shopping_net | 2.47 | Tamara | Martinez | F | 471 Marquez Prairie Suite 680 | Matthews | MO | 63,867 | 36.7154 | -89.6287 | 1,019 | Aeronautical engineer | 1979-01-26 | 50e8e3c7a529ed2f8b46bcb6073b4725 | 1,371,664,644 | 35.863256 | -90.196853 | 0 |
1,292,204 | 2020-06-19 17:57:47 | 30,273,037,698,427 | fraud_Dare-Gibson | health_fitness | 9.48 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | cca90812821e99bd0d1f35b074f6ca2f | 1,371,664,667 | 35.600366 | -90.897982 | 0 |
1,292,205 | 2020-06-19 17:57:48 | 38,797,410,705,641 | fraud_Kling, Howe and Schneider | home | 84.97 | Andrew | Tucker | M | 583 Gray Creek | Oak Hill | NY | 12,460 | 42.4069 | -74.1528 | 277 | Glass blower/designer | 1971-12-12 | 9aa9aa94882a6e48d5326803ec4e1ec5 | 1,371,664,668 | 42.691004 | -75.019106 | 0 |
1,292,206 | 2020-06-19 17:58:15 | 4,279,161,831,637 | fraud_Beer-Jast | kids_pets | 46.74 | Lisa | Hendrix | F | 35737 Kirby Fall Suite 409 | Vanderbilt | PA | 15,486 | 40.0246 | -79.6955 | 2,303 | Physiotherapist | 1987-08-16 | e8b81875c4518459acd4b53d6ed8e0a9 | 1,371,664,695 | 39.083439 | -79.018136 | 0 |
1,292,207 | 2020-06-19 17:58:18 | 4,239,436,242,473 | fraud_Kris-Padberg | shopping_pos | 8.09 | James | Leon | M | 826 Benjamin Stravenue | Alexandria | VA | 22,311 | 38.832 | -77.12 | 321,490 | Scientist, biomedical | 1991-10-04 | e975f8966b9ce048aa4b1b445459d788 | 1,371,664,698 | 38.11549 | -77.813544 | 0 |
1,292,208 | 2020-06-19 17:58:28 | 180,048,185,037,117 | fraud_Zulauf LLC | personal_care | 11.8 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | 832226cc2aaf34fee3272f2df03e6371 | 1,371,664,708 | 41.396335 | -74.471305 | 0 |
1,292,209 | 2020-06-19 17:58:55 | 349,612,764,943,496 | fraud_Kub-Heaney | health_fitness | 74.99 | Xavier | Beltran | M | 61107 Edwards Dam Apt. 463 | Big Creek | KY | 40,914 | 37.1046 | -83.5706 | 467 | Psychologist, forensic | 1984-06-04 | 795119389173f670ea504ddee156bd3c | 1,371,664,735 | 38.079337 | -82.733102 | 0 |
1,292,210 | 2020-06-19 17:59:16 | 4,809,701,904,914 | fraud_Reichert, Rowe and Mraz | shopping_net | 585.33 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | f2fe874ac6240341f3993c3a59f03cbb | 1,371,664,756 | 33.204514 | -84.162204 | 0 |
1,292,211 | 2020-06-19 17:59:37 | 374,656,033,243,756 | fraud_Champlin-Casper | home | 37.82 | David | Lewis | M | 1499 Michael Rue | Arlington | VA | 22,213 | 38.8954 | -77.1633 | 207,410 | Mudlogger | 1984-07-03 | 462ae6f5f4a8b3ee1e26e68eaa47da55 | 1,371,664,777 | 38.114652 | -76.717604 | 0 |
1,292,212 | 2020-06-19 18:00:03 | 3,511,378,610,369,890 | fraud_Ruecker, Beer and Collier | shopping_net | 1.94 | James | Cooper | M | 663 Ramirez Trace Apt. 951 | Huntsville | AL | 35,811 | 34.7789 | -86.5438 | 190,178 | Television production assistant | 1973-04-01 | c2df42d8be4cdc81d53325c3a4dcca76 | 1,371,664,803 | 34.472289 | -86.713296 | 0 |
1,292,213 | 2020-06-19 18:00:20 | 3,560,797,065,840,735 | fraud_Morissette LLC | entertainment | 97.15 | Janet | Turner | F | 0925 Lang Extensions | Shields | ND | 58,569 | 46.1838 | -101.2589 | 77 | Film/video editor | 1989-12-17 | 4d4a7a9cb5affa86f92bf3f1a1ea7703 | 1,371,664,820 | 46.246665 | -100.562226 | 0 |
1,292,214 | 2020-06-19 18:00:27 | 343,464,013,864,032 | fraud_Kirlin and Sons | personal_care | 51.64 | Jodi | Foster | F | 551 Zachary Freeway | Bailey | NC | 27,807 | 35.8072 | -78.0892 | 6,629 | Call centre manager | 1962-08-13 | fbadce6e4bdaec5a4b86334ee0ebbd1c | 1,371,664,827 | 36.047585 | -78.507406 | 0 |
1,292,215 | 2020-06-19 18:00:45 | 374,930,071,163,758 | fraud_Streich, Rolfson and Wilderman | kids_pets | 52.24 | Daniel | Escobar | M | 61390 Hayes Port | Romulus | MI | 48,174 | 42.2203 | -83.3583 | 31,515 | Police officer | 1971-11-05 | 9e6500eaa5c818ecfbec9d618fd57213 | 1,371,664,845 | 42.916832 | -84.194899 | 0 |
1,292,216 | 2020-06-19 18:00:47 | 2,712,209,726,293,386 | fraud_Medhurst PLC | shopping_net | 71.69 | Jenna | Brooks | F | 50872 Alex Plain Suite 088 | Baton Rouge | LA | 70,808 | 30.4066 | -91.1468 | 378,909 | Designer, furniture | 1977-02-22 | e70a9fec885698a263bc159ad578fb33 | 1,371,664,847 | 30.081728 | -90.179257 | 0 |
1,292,217 | 2020-06-19 18:02:07 | 4,797,297,220,948,469,000 | fraud_Wilkinson LLC | personal_care | 47.63 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 09b0f59661c4a495644c8028c6ccfbaa | 1,371,664,927 | 38.179528 | -86.889275 | 0 |
1,292,218 | 2020-06-19 18:02:09 | 2,288,813,824,604,479 | fraud_Pacocha-Bauch | shopping_pos | 9.59 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | 1566ed1fab277bcb0dc484d9ebf90b3c | 1,371,664,929 | 40.375892 | -74.517911 | 0 |
1,292,219 | 2020-06-19 18:02:28 | 4,642,894,980,163 | fraud_Labadie, Treutel and Bode | shopping_net | 2.84 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 3ee4319c4c30cdbb9ab5803483f7eb84 | 1,371,664,948 | 41.259428 | -95.353767 | 0 |
1,292,220 | 2020-06-19 18:02:42 | 2,266,735,643,685,262 | fraud_Fadel Inc | health_fitness | 27.81 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 79750eeaa2898cb8d94b2f877d3c6d30 | 1,371,664,962 | 34.182193 | -85.383878 | 0 |
1,292,221 | 2020-06-19 18:02:46 | 3,576,431,665,303,017 | fraud_Dare, Fritsch and Zboncak | health_fitness | 69.6 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | f6811bffddc47af89f4c7abfc525fc0b | 1,371,664,966 | 33.437947 | -112.126739 | 0 |
1,292,222 | 2020-06-19 18:03:40 | 213,156,747,557,083 | fraud_Cruickshank-Mills | entertainment | 32.73 | Adam | Santos | M | 725 Jo Trace Apt. 102 | Glendale | CA | 91,206 | 34.1556 | -118.2322 | 172,817 | Advertising account planner | 1982-07-30 | 1cbd76378cf92ca1db84b4f13e0f0dd6 | 1,371,665,020 | 34.146223 | -118.102761 | 0 |
1,292,223 | 2020-06-19 18:04:24 | 3,573,386,445,588,324 | fraud_Cronin, Kshlerin and Weber | health_fitness | 90.15 | Stephanie | Murphy | F | 526 Stacy Walks | Barnard | SD | 57,426 | 45.7205 | -98.5534 | 63 | Systems developer | 1969-10-30 | 69145613c4babfde571076ed167c1a69 | 1,371,665,064 | 46.310345 | -97.890402 | 0 |
1,292,224 | 2020-06-19 18:05:05 | 30,230,540,139,182 | fraud_Pouros-Haag | shopping_pos | 131.89 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | d36c7566214dc2a4dde7c6f71c5fda1b | 1,371,665,105 | 41.532038 | -76.653239 | 0 |
1,292,225 | 2020-06-19 18:05:18 | 180,048,185,037,117 | fraud_Reichel LLC | personal_care | 44.43 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | 2f2260730553f2e50532e56d89a24c56 | 1,371,665,118 | 40.120124 | -74.461856 | 0 |
1,292,226 | 2020-06-19 18:05:31 | 3,500,969,075,198,072 | fraud_Quitzon, Green and Bashirian | shopping_pos | 169.83 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | c76d667c677ca0f052a012739cab1a00 | 1,371,665,131 | 48.109971 | -116.691063 | 0 |
1,292,227 | 2020-06-19 18:07:51 | 4,998,109,455,173,950 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 137.53 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | f56c13da1ed5bf10e5b7c3f4a83ce0ec | 1,371,665,271 | 38.083206 | -94.468723 | 0 |
1,292,228 | 2020-06-19 18:08:19 | 3,559,160,581,764,413 | fraud_Gottlieb Group | kids_pets | 47.25 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 7af79ef3b263a2c924b08b53a1ddb0c0 | 1,371,665,299 | 42.35451 | -78.943794 | 0 |
1,292,229 | 2020-06-19 18:09:11 | 3,583,793,405,872,580 | fraud_Jast Ltd | shopping_net | 3.65 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 0b1984bac8d58e353fa39602e32a6557 | 1,371,665,351 | 35.343548 | -99.041777 | 0 |
1,292,230 | 2020-06-19 18:09:24 | 36,722,699,017,270 | fraud_Mohr-Bayer | shopping_net | 154.95 | Jessica | Perez | F | 8172 Robertson Parkways Suite 072 | Superior | AZ | 85,173 | 33.2887 | -111.0985 | 2,872 | Petroleum engineer | 1987-10-28 | 71e76895df7a9ace129f4f0923ae493c | 1,371,665,364 | 34.19663 | -111.159425 | 0 |
1,292,231 | 2020-06-19 18:09:30 | 3,566,094,707,272,327 | fraud_Erdman-Ebert | personal_care | 79.13 | Kristina | Stewart | F | 47029 Jimmy Tunnel Apt. 106 | Newhall | CA | 91,321 | 34.3795 | -118.523 | 34,882 | Health physicist | 1971-04-25 | ec89ed787961be472836b138df51bfa6 | 1,371,665,370 | 34.133642 | -119.140379 | 0 |
1,292,232 | 2020-06-19 18:09:38 | 377,654,590,313,960 | fraud_Leffler-Goldner | personal_care | 1.43 | Lawrence | Davis | M | 7421 Serrano Lane Apt. 580 | Powell | TN | 37,849 | 36.0435 | -84.04 | 25,459 | Teacher, special educational needs | 1969-02-22 | 8e4b47d31f68c265525c51a4d35c0a95 | 1,371,665,378 | 35.264041 | -84.321951 | 0 |
1,292,233 | 2020-06-19 18:10:19 | 6,011,399,591,920,186 | fraud_Ernser-Lynch | food_dining | 12.21 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | 5e2a892de89af95bd7bc0aafeb361b74 | 1,371,665,419 | 42.370527 | -74.201559 | 0 |
1,292,234 | 2020-06-19 18:10:46 | 4,158,945,090,781,624 | fraud_Hermann and Sons | shopping_pos | 5.95 | Justin | Bell | M | 5323 Walker Island | Pittsburgh | PA | 15,217 | 40.4308 | -79.9205 | 687,276 | Scientist, marine | 1973-10-19 | 0de37a1a7e3505bf290af0283282f09f | 1,371,665,446 | 41.129981 | -79.182297 | 0 |
1,292,235 | 2020-06-19 18:11:09 | 4,836,998,673,805,450 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 110.7 | Susan | Hardy | F | 516 Brown Parks | Manistique | MI | 49,854 | 46.0062 | -86.2555 | 6,469 | Trade mark attorney | 1979-04-12 | ab77b94491cd73bfb2b28eeb5147e6db | 1,371,665,469 | 46.392631 | -85.743351 | 0 |
1,292,236 | 2020-06-19 18:12:00 | 371,034,293,500,716 | fraud_Crona and Sons | kids_pets | 64.18 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | 1c16ec37e8e931a443085c32fc46c3b3 | 1,371,665,520 | 40.069238 | -121.367754 | 0 |
1,292,237 | 2020-06-19 18:12:01 | 213,193,596,103,206 | fraud_Goyette-Herzog | travel | 573.8 | James | Hunt | M | 7369 Gabriel Tunnel | Pointe Aux Pins | MI | 49,775 | 45.7549 | -84.447 | 95 | Electrical engineer | 1994-02-09 | e6f6be8f35adb90ae1b819852831cce0 | 1,371,665,521 | 44.802943 | -83.970035 | 0 |
1,292,238 | 2020-06-19 18:12:05 | 567,868,110,212 | fraud_Hettinger, McCullough and Fay | home | 21.74 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 7f6aa0cec15f4cf72bbc4ed6a7d927ea | 1,371,665,525 | 30.089405 | -95.0224 | 0 |
1,292,239 | 2020-06-19 18:12:09 | 501,831,082,224 | fraud_Brown Inc | kids_pets | 34.37 | Corey | Jones | M | 709 George Underpass Apt. 080 | West Decatur | PA | 16,878 | 40.9493 | -78.3129 | 1,762 | Armed forces logistics/support/administrative officer | 1962-05-04 | 5e0d53890547af0255ef9491ffb69c60 | 1,371,665,529 | 40.785768 | -78.777408 | 0 |
1,292,240 | 2020-06-19 18:12:35 | 30,103,132,002,433 | fraud_Zboncak, Rowe and Murazik | shopping_net | 7.02 | Stephanie | Middleton | F | 99736 Rose Shoals Apt. 504 | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Dispensing optician | 1987-10-26 | fe3229bf9902c018c68deeb0d6f0214e | 1,371,665,555 | 41.307258 | -78.423963 | 0 |
1,292,241 | 2020-06-19 18:12:42 | 2,235,613,922,823,698 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 9.13 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 183880452c29143898228789b9449c79 | 1,371,665,562 | 42.991273 | -105.519595 | 0 |
1,292,242 | 2020-06-19 18:12:46 | 4,755,696,071,492 | fraud_Hintz, Bauch and Smith | health_fitness | 5.8 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 054ea80b903e9e144eff503546eeb197 | 1,371,665,566 | 33.05357 | -96.640972 | 0 |
1,292,243 | 2020-06-19 18:13:01 | 4,570,636,521,433,188 | fraud_Rolfson-Kunde | personal_care | 11.99 | Christine | Leblanc | F | 5097 Jodi Vista Suite 811 | Deltona | FL | 32,725 | 28.8989 | -81.2473 | 88,735 | Commercial horticulturist | 1988-04-09 | fba8f23fa3f4507442af9bc2e77f0c7a | 1,371,665,581 | 28.294876 | -80.794095 | 0 |
1,292,244 | 2020-06-19 18:13:41 | 4,244,953,610,136,705,500 | fraud_Beier and Sons | home | 83.67 | Christopher | Odom | M | 81446 Nicole Highway Apt. 874 | Richland | NJ | 8,350 | 39.485 | -74.8776 | 825 | Licensed conveyancer | 1991-07-06 | 7622888520f028f71e2fce2335bbb004 | 1,371,665,621 | 39.470933 | -75.714099 | 0 |
1,292,245 | 2020-06-19 18:14:41 | 3,521,417,320,836,166 | fraud_Frami Group | entertainment | 45.86 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 22f02023e3bdbdf3637c63df3f973098 | 1,371,665,681 | 39.630979 | -86.335745 | 0 |
1,292,246 | 2020-06-19 18:14:49 | 38,947,654,498,698 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 1.07 | Lori | Rodriguez | F | 12087 Michael Light | Creola | OH | 45,622 | 39.3543 | -82.503 | 321 | Copywriter, advertising | 1979-06-24 | b2df287ff7ccbeb0441e595544864833 | 1,371,665,689 | 40.052382 | -81.624717 | 0 |
1,292,247 | 2020-06-19 18:15:28 | 676,372,984,911 | fraud_Wilkinson Ltd | entertainment | 85.64 | Vicki | Mendoza | F | 3645 Atkins Island Apt. 238 | Esbon | KS | 66,941 | 39.7562 | -98.4462 | 242 | Tourism officer | 1987-07-18 | 9fa82942102bb3708ca262d8343cd862 | 1,371,665,728 | 40.427367 | -98.935193 | 0 |
1,292,248 | 2020-06-19 18:15:43 | 3,577,794,103,155,425 | fraud_Towne LLC | misc_pos | 2,091.16 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | 430a31a3df5910d9133a8a22ca9a02ac | 1,371,665,743 | 48.301458 | -96.508643 | 0 |
1,292,249 | 2020-06-19 18:16:30 | 3,500,969,075,198,072 | fraud_Lesch Ltd | shopping_pos | 152.84 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | a3b78fc3a7b39fc4d5face436e42ae7b | 1,371,665,790 | 46.788948 | -117.610121 | 0 |
1,292,250 | 2020-06-19 18:18:16 | 213,178,765,398,315 | fraud_Gutmann, McLaughlin and Wiza | home | 76.03 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | 94474b32c29231a17e500d03307535af | 1,371,665,896 | 43.902696 | -108.885853 | 0 |
1,292,251 | 2020-06-19 18:18:25 | 4,040,099,974,063,068,700 | fraud_Beier and Sons | home | 96.22 | Jeffrey | Lewis | M | 24255 Bryan Square | Palermo | ND | 58,769 | 48.3396 | -102.24 | 229 | Administrator | 1983-03-20 | 05d28e6172adb34a209570ee9c09e21d | 1,371,665,905 | 47.809922 | -101.733878 | 0 |
1,292,252 | 2020-06-19 18:18:37 | 4,124,536,010,991,657 | fraud_Kutch-Ferry | home | 70.77 | Sydney | Montoya | F | 265 Christian Summit Suite 231 | Fairhope | AL | 36,532 | 30.5012 | -87.8835 | 27,829 | Presenter, broadcasting | 1954-07-21 | 35550c2ae76050796198d0536c3953a0 | 1,371,665,917 | 31.219142 | -86.96622 | 0 |
1,292,253 | 2020-06-19 18:18:38 | 4,710,826,438,164,848,000 | fraud_Kub-Heaney | health_fitness | 7.95 | Juan | Henry | M | 9795 Lori Island Suite 346 | Turner | MT | 59,542 | 48.8328 | -108.3961 | 192 | Further education lecturer | 1964-01-04 | 567d4dde51d1d3c566f69b8f548f2511 | 1,371,665,918 | 49.487992 | -107.419427 | 0 |
1,292,254 | 2020-06-19 18:18:51 | 4,428,154,703,770,710 | fraud_Daugherty LLC | kids_pets | 27.62 | Brittany | Guerra | F | 79209 Gary Dale | Colton | WA | 99,113 | 46.5901 | -117.1692 | 761 | Chief Marketing Officer | 1943-06-30 | 2d8a61614e94eb2060cc55b6f896b952 | 1,371,665,931 | 47.420178 | -116.89146 | 0 |
1,292,255 | 2020-06-19 18:19:11 | 4,736,845,434,667,908,000 | fraud_O'Reilly, Mohr and Purdy | home | 152.04 | Toni | Gomez | F | 062 Carl Dam | Altona | NY | 12,910 | 44.8816 | -73.6408 | 2,148 | Surveyor, land/geomatics | 1953-05-23 | d76350a41027319648e84954e2ce4672 | 1,371,665,951 | 45.868971 | -74.243366 | 0 |
1,292,256 | 2020-06-19 18:19:12 | 3,502,088,871,723,054 | fraud_Kuphal-Toy | food_dining | 17.13 | Scott | Martin | M | 31472 Cody Place Suite 740 | Kensington | MD | 20,895 | 39.0298 | -77.0793 | 19,054 | Operations geologist | 1976-09-08 | 623d748d9036332127787890bd44f200 | 1,371,665,952 | 39.401965 | -77.834287 | 0 |
1,292,257 | 2020-06-19 18:19:34 | 4,449,530,933,957,323 | fraud_Wuckert-Goldner | home | 54.6 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | 04fe81c663b8856298483a5abd2b0022 | 1,371,665,974 | 38.571744 | -123.418742 | 0 |
1,292,258 | 2020-06-19 18:21:14 | 4,716,561,796,955,522 | fraud_Nolan-Williamson | kids_pets | 55.5 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | 47912bda7e37c0b61aa844a2fc669a13 | 1,371,666,074 | 47.712921 | -113.333612 | 0 |
1,292,259 | 2020-06-19 18:21:56 | 4,956,828,990,005,111,000 | fraud_Champlin-Casper | home | 43.72 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | ed1f147998f060228e16052e61b72e83 | 1,371,666,116 | 41.126438 | -73.904982 | 0 |
1,292,260 | 2020-06-19 18:22:55 | 3,567,527,758,368,741 | fraud_Becker, Harris and Harvey | personal_care | 25.29 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | d63e7f75a4a701fa6808ec62858007ff | 1,371,666,175 | 30.856521 | -101.280652 | 0 |
1,292,261 | 2020-06-19 18:23:35 | 180,084,576,295,055 | fraud_Zboncak LLC | food_dining | 6.3 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | eaa42e38da2566a7f30e1f77db1d72d1 | 1,371,666,215 | 28.361087 | -96.840739 | 0 |
1,292,262 | 2020-06-19 18:25:45 | 375,082,648,741,747 | fraud_Pouros-Haag | shopping_pos | 2.79 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 77ff0e648e27ca3b7c013ed7cf83b300 | 1,371,666,345 | 46.712655 | -95.896067 | 0 |
1,292,263 | 2020-06-19 18:25:47 | 377,026,671,291,680 | fraud_Rau-Robel | kids_pets | 22.39 | Jackie | Davis | F | 1898 Parker Fork Apt. 057 | Redford | MO | 63,665 | 37.3272 | -91.0243 | 241 | Investment analyst | 1974-10-27 | 4a1e63ff1c85f36f3fa250b0952e0490 | 1,371,666,347 | 37.392638 | -90.582189 | 0 |
1,292,264 | 2020-06-19 18:26:09 | 213,180,742,685,905 | fraud_Kihn-Fritsch | food_dining | 3.36 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | d392677ec9bf3d9a1cb493dc891c8b81 | 1,371,666,369 | 40.959857 | -123.061515 | 0 |
1,292,265 | 2020-06-19 18:26:12 | 2,610,529,083,834,453 | fraud_Effertz, Welch and Schowalter | entertainment | 79.82 | Tanya | Dickerson | F | 053 Kim Valley Suite 928 | Old Hickory | TN | 37,138 | 36.2416 | -86.6117 | 22,191 | Prison officer | 1994-07-27 | 14b9ea325ba1e41c15585fa0e0ace380 | 1,371,666,372 | 35.649348 | -87.178 | 0 |
1,292,266 | 2020-06-19 18:26:12 | 3,559,160,581,764,413 | fraud_Powlowski-Weimann | food_dining | 66.23 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 4a6cd5da262736014a4d7727815dc421 | 1,371,666,372 | 41.833306 | -78.117638 | 0 |
1,292,267 | 2020-06-19 18:26:39 | 6,597,248,210,463,122 | fraud_Altenwerth-Kilback | home | 3.03 | Kyle | Wright | M | 610 Samantha Park Suite 149 | Whittemore | IA | 50,598 | 43.0261 | -94.4064 | 912 | Optometrist | 1968-05-16 | f0bf219eb41357cda37b7b4ecf372b33 | 1,371,666,399 | 42.420251 | -94.297438 | 0 |
1,292,268 | 2020-06-19 18:26:43 | 2,233,882,705,243,596 | fraud_Crona and Sons | kids_pets | 68.81 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | 820f037c03d36b79a8712c2db3d1f841 | 1,371,666,403 | 33.42854 | -89.690367 | 0 |
1,292,269 | 2020-06-19 18:26:54 | 676,298,633,337 | fraud_Bernhard, Grant and Langworth | shopping_pos | 4.22 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | eddfdad830cb9ac66a6a0eb95ae000ca | 1,371,666,414 | 39.511488 | -81.372308 | 0 |
1,292,270 | 2020-06-19 18:27:02 | 2,720,830,304,681,674 | fraud_Schaefer Ltd | kids_pets | 42.19 | Melissa | Aguilar | F | 21326 Taylor Squares Suite 708 | Clarksville | TN | 37,040 | 36.522 | -87.349 | 151,785 | Pathologist | 1974-03-28 | 30254080e7d868cff336b5c500e62c36 | 1,371,666,422 | 37.225404 | -87.325557 | 0 |
1,292,271 | 2020-06-19 18:27:16 | 376,656,886,990,758 | fraud_Watsica LLC | personal_care | 69.91 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | 6e6adf2edfb3ba809f451da2e96b4b37 | 1,371,666,436 | 31.304102 | -94.858414 | 0 |
1,292,272 | 2020-06-19 18:27:44 | 30,344,654,314,976 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 19.44 | Christine | Johnson | F | 8011 Chapman Tunnel Apt. 568 | Blairsden-Graeagle | CA | 96,103 | 39.8127 | -120.6405 | 1,725 | Chartered legal executive (England and Wales) | 1967-05-27 | 85bb90ef96b410a78e2d2860bc92e3cf | 1,371,666,464 | 40.289763 | -120.161136 | 0 |
1,292,273 | 2020-06-19 18:28:00 | 343,668,971,234,893 | fraud_Renner Ltd | home | 163.42 | Sally | Moore | F | 835 Reese Views Suite 884 | Hopkins | SC | 29,061 | 33.9349 | -80.8449 | 13,717 | Chiropodist | 1949-11-16 | b1d087f63c1957ee04e57a96b0b3209e | 1,371,666,480 | 33.88399 | -80.177994 | 0 |
1,292,274 | 2020-06-19 18:28:00 | 3,596,217,206,093,829 | fraud_Goldner-Lemke | entertainment | 141.61 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 4289aa99da3318bd46e0a3a621674e5e | 1,371,666,480 | 40.484194 | -92.535624 | 0 |
1,292,275 | 2020-06-19 18:28:03 | 6,011,399,591,920,186 | fraud_Gulgowski LLC | home | 2.97 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | 4a55835debf9dd447012d2a94cec0e9c | 1,371,666,483 | 42.814131 | -73.469154 | 0 |
1,292,276 | 2020-06-19 18:28:54 | 4,878,364,946,692,291 | fraud_Witting, Beer and Ernser | home | 34.96 | Tina | Alvarez | F | 1976 Tyler Underpass | Early | IA | 50,535 | 42.4483 | -95.1726 | 885 | Pilot, airline | 1949-08-14 | ba81dd70dc2a5624621c45b909647654 | 1,371,666,534 | 42.459838 | -95.622325 | 0 |
1,292,277 | 2020-06-19 18:29:08 | 373,905,417,449,658 | fraud_Wuckert, Wintheiser and Friesen | home | 39.73 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 8f2ef398493254f7273a5bc49dbb773b | 1,371,666,548 | 31.376278 | -98.038048 | 0 |
1,292,278 | 2020-06-19 18:29:12 | 4,342,532,437,704,183 | fraud_Kling, Howe and Schneider | home | 67.3 | Kevin | Elliott | M | 1852 Vincent Isle Suite 328 | Newark Valley | NY | 13,811 | 42.2281 | -76.1625 | 4,354 | Further education lecturer | 1994-02-16 | 6c1643c08b646e4da26e8b8bbfadffa7 | 1,371,666,552 | 42.051394 | -75.694477 | 0 |
1,292,279 | 2020-06-19 18:30:12 | 30,328,384,440,870 | fraud_Koss, McLaughlin and Mayer | food_dining | 23.03 | Helen | Campbell | F | 182 Sergio Summit Apt. 129 | Browning | MO | 64,630 | 40.029 | -93.1607 | 602 | Cytogeneticist | 1954-07-14 | 8ac682ae5cc1f6656e62406e8f094f57 | 1,371,666,612 | 40.850169 | -92.726152 | 0 |
1,292,280 | 2020-06-19 18:30:38 | 3,513,506,355,699,497 | fraud_Ruecker-Mayert | kids_pets | 81.46 | Sarah | Adams | F | 5654 Peterson Land | Ridgeland | MS | 39,157 | 32.4122 | -90.1207 | 24,645 | Scientist, clinical (histocompatibility and immunogenetics) | 1966-05-29 | 4695eaa06f1ac7a00d5f170da4a2690a | 1,371,666,638 | 31.896417 | -89.785994 | 0 |
1,292,281 | 2020-06-19 18:31:32 | 2,356,276,337,669,917 | fraud_Bruen-Yost | misc_pos | 1.19 | Benjamin | Harris | M | 0881 Lori Pines | Chester | MD | 21,619 | 38.9583 | -76.2842 | 5,848 | Paediatric nurse | 1981-02-15 | 4642522f1dc9d49a93169beccd4a339d | 1,371,666,692 | 37.966065 | -75.776483 | 0 |
1,292,282 | 2020-06-19 18:33:09 | 501,882,822,387 | fraud_Botsford and Sons | home | 49.49 | Melissa | Phillips | F | 5069 Scott Pass Apt. 654 | Meadville | MS | 39,653 | 31.4285 | -90.8578 | 2,799 | Therapist, horticultural | 1961-01-21 | 04d0641646321c6236a06971cda029bb | 1,371,666,789 | 31.705518 | -91.732317 | 0 |
1,292,283 | 2020-06-19 18:33:58 | 5,154,903,938,030,655 | fraud_Pouros-Conroy | shopping_pos | 8.14 | Felicia | Combs | F | 825 Martinez Springs Apt. 625 | White Sulphur Springs | WV | 24,986 | 37.7827 | -80.3129 | 5,216 | Community development worker | 1993-10-05 | da743ad259b41adb43d69f65d3bcc31c | 1,371,666,838 | 38.70394 | -81.126226 | 0 |
1,292,284 | 2020-06-19 18:34:11 | 4,560,395,181,594,436,000 | fraud_White and Sons | home | 163.08 | Angela | Taylor | F | 6343 Ramirez Skyway Apt. 518 | Lakeport | CA | 95,453 | 39.047 | -122.9328 | 11,256 | Podiatrist | 1972-10-18 | 6f3cbcd831010ed739163118f54381e7 | 1,371,666,851 | 39.359814 | -123.878064 | 0 |
1,292,285 | 2020-06-19 18:34:46 | 6,597,248,210,463,122 | fraud_Bogisich-Weimann | kids_pets | 72.37 | Kyle | Wright | M | 610 Samantha Park Suite 149 | Whittemore | IA | 50,598 | 43.0261 | -94.4064 | 912 | Optometrist | 1968-05-16 | e5a573fd27c5d690307f91af4e5fd2df | 1,371,666,886 | 42.541608 | -94.735563 | 0 |
1,292,286 | 2020-06-19 18:34:46 | 4,536,996,888,716,062,000 | fraud_Botsford and Sons | home | 12.09 | Nathan | Mendoza | M | 767 Adam Mill Apt. 115 | Espanola | NM | 87,533 | 35.9866 | -106.0654 | 18,408 | Historic buildings inspector/conservation officer | 1972-07-18 | b7a5238666b17700c5f3b961bf35614f | 1,371,666,886 | 35.755481 | -106.219515 | 0 |
1,292,287 | 2020-06-19 18:34:58 | 348,789,608,637,806 | fraud_Monahan-Morar | personal_care | 10.17 | Megan | Murphy | F | 53696 Laura Radial | Holstein | NE | 68,950 | 40.4542 | -98.6538 | 331 | Telecommunications researcher | 1950-08-19 | 5ec18d60b22000893433cfd28d1fb41f | 1,371,666,898 | 39.682878 | -99.399626 | 0 |
1,292,288 | 2020-06-19 18:35:09 | 213,124,978,348,176 | fraud_Torphy-Kertzmann | health_fitness | 141.23 | Steven | Arnold | M | 079 Chelsea Rest | Belfast | NY | 14,711 | 42.32 | -78.0943 | 1,766 | Mechanical engineer | 1962-06-04 | fdf089f884d6e886a811502cf3659a97 | 1,371,666,909 | 41.743304 | -77.397878 | 0 |
1,292,289 | 2020-06-19 18:35:37 | 4,642,255,475,285,942 | fraud_Durgan, Gislason and Spencer | home | 44.47 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 9704ae968721f9753dfa55337914c429 | 1,371,666,937 | 38.766277 | -109.228346 | 0 |
1,292,290 | 2020-06-19 18:36:10 | 30,082,025,922,891 | fraud_Dare, Casper and Bartoletti | kids_pets | 147.81 | Kathleen | Thompson | F | 199 Patterson Fords Apt. 132 | Naples | FL | 34,112 | 26.1184 | -81.7361 | 276,002 | Pilot, airline | 1934-06-23 | d579166f5c021537180d72a022d43e4b | 1,371,666,970 | 26.990149 | -80.840651 | 0 |
1,292,291 | 2020-06-19 18:36:44 | 36,078,114,201,167 | fraud_Friesen-Ortiz | personal_care | 37.94 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | c067ff65d6177a74339b0b33dac40ce4 | 1,371,667,004 | 37.192805 | -82.448784 | 0 |
1,292,292 | 2020-06-19 18:36:48 | 5,359,543,825,610,251 | fraud_Beer-Jast | kids_pets | 156.06 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | 9c64ca27123879dd63a7fbfba4192d39 | 1,371,667,008 | 45.944109 | -110.277764 | 0 |
1,292,293 | 2020-06-19 18:37:02 | 3,514,865,930,894,695 | fraud_Morissette-Schaefer | personal_care | 35.85 | 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 | 9d0a1992f302d48b7c05b4eb10a0a595 | 1,371,667,022 | 33.74453 | -105.365646 | 0 |
1,292,294 | 2020-06-19 18:37:17 | 2,305,336,922,781,618 | fraud_Powlowski-Weimann | food_dining | 31.34 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | f59dc8ae5e0c2d041d9343cf2e0a2f68 | 1,371,667,037 | 41.068524 | -91.684271 | 0 |
1,292,295 | 2020-06-19 18:37:27 | 3,564,839,259,330,465 | fraud_Brown Inc | kids_pets | 14.65 | Robert | Ashley | M | 1250 Christopher Prairie Suite 016 | Port Costa | CA | 94,569 | 38.046 | -122.1866 | 198 | Armed forces training and education officer | 1959-03-31 | 7df35cd57192b6862d842a3b994f6e45 | 1,371,667,047 | 37.643593 | -121.540061 | 0 |
1,292,296 | 2020-06-19 18:37:29 | 5,540,636,818,935,089 | fraud_Larson-Moen | entertainment | 7.08 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 4918d0af10c2aa88fc47467c57982d31 | 1,371,667,049 | 42.490488 | -71.562784 | 0 |
1,292,297 | 2020-06-19 18:37:34 | 3,582,402,971,899,057 | fraud_Barton LLC | kids_pets | 151.98 | Michele | Patrick | F | 557 Lynn Garden Suite 907 | Spirit Lake | ID | 83,869 | 47.9657 | -116.868 | 4,161 | Production manager | 1957-06-12 | 692aa97fa4884311e4b7ddac71c26399 | 1,371,667,054 | 47.768698 | -115.887727 | 0 |
1,292,298 | 2020-06-19 18:38:28 | 4,666,314,527,820,883,000 | fraud_Kertzmann LLC | health_fitness | 76.66 | Guy | Thompson | M | 5812 Ramos Oval Suite 598 | Ravenna | NE | 68,869 | 41.0233 | -98.9041 | 2,202 | Solicitor, Scotland | 1974-06-21 | 8e56a0e086e882154e5b5c41cb587e6f | 1,371,667,108 | 41.808814 | -99.053827 | 0 |
1,292,299 | 2020-06-19 18:39:35 | 2,235,613,922,823,698 | fraud_Dooley Inc | shopping_pos | 7.49 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | ea25321ee72d2d9ec3150cfdd0cba89d | 1,371,667,175 | 42.69494 | -104.780598 | 0 |
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