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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11,300 | 2020-06-24 17:59:45 | 3,530,503,964,418,806 | fraud_Bahringer-Streich | food_dining | 109.9 | David | Nichols | M | 0638 Fred Ramp Suite 086 | Palmdale | CA | 93,552 | 34.5715 | -118.0231 | 171,170 | Chemical engineer | 1963-06-04 | 16b81f399938ffb85eaeda5c887a9168 | 1,372,096,785 | 34.701383 | -117.128914 | 0 |
11,301 | 2020-06-24 18:00:11 | 676,326,610,042 | fraud_Lakin, Ferry and Beatty | food_dining | 47.17 | Jacqueline | Caldwell | F | 54220 April Union Suite 403 | Riverview | MI | 48,193 | 42.1782 | -83.2461 | 15,623 | Writer | 1993-11-02 | e86274f6b4587eeb4dccc362f7c8f9ac | 1,372,096,811 | 43.151569 | -83.628698 | 0 |
11,302 | 2020-06-24 18:01:07 | 4,451,438,912,406,400 | fraud_Jast-McDermott | shopping_pos | 158.67 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | 54f034162521bd0f6c4aa06788368f92 | 1,372,096,867 | 34.043357 | -93.871688 | 0 |
11,303 | 2020-06-24 18:01:23 | 213,157,767,990,030 | fraud_Windler, Goodwin and Kovacek | home | 47.98 | Tara | Campbell | F | 05050 Rogers Well Apt. 439 | Rock Springs | WY | 82,901 | 41.606 | -109.23 | 27,971 | Music therapist | 1984-08-01 | b18f8c9ceccff92a8b2b82072e23259e | 1,372,096,883 | 41.467321 | -108.57814 | 0 |
11,304 | 2020-06-24 18:01:47 | 30,150,717,898,388 | fraud_Breitenberg LLC | travel | 5.4 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | ef1dd212e6aa7ee6dcb32669a623ac17 | 1,372,096,907 | 35.33089 | -85.696049 | 0 |
11,305 | 2020-06-24 18:02:55 | 377,113,842,678,100 | fraud_Schiller Ltd | personal_care | 17.38 | Billy | Gallagher | M | 673 Delgado Burg | Greenwich | NJ | 8,323 | 39.4055 | -75.3209 | 804 | Insurance risk surveyor | 1965-03-25 | 80bf12ee0a85565e881bc635ed9de351 | 1,372,096,975 | 38.961443 | -74.719107 | 0 |
11,306 | 2020-06-24 18:03:38 | 4,973,530,368,125,489,000 | fraud_Lowe, Dietrich and Erdman | kids_pets | 8.82 | Mary | Rodriguez | F | 8986 Fitzgerald Plains | Winslow | AR | 72,959 | 35.8312 | -94.1187 | 2,786 | Musician | 1965-09-27 | aa739e2803e12dcf91fa8738b4885651 | 1,372,097,018 | 36.826377 | -94.347459 | 0 |
11,307 | 2020-06-24 18:03:48 | 2,356,276,337,669,917 | fraud_Pouros-Haag | shopping_pos | 22.25 | Benjamin | Harris | M | 0881 Lori Pines | Chester | MD | 21,619 | 38.9583 | -76.2842 | 5,848 | Paediatric nurse | 1981-02-15 | 7ffa04710f6ccef28a160712097b5558 | 1,372,097,028 | 38.009279 | -77.212934 | 0 |
11,308 | 2020-06-24 18:05:40 | 3,500,969,075,198,072 | fraud_Botsford and Sons | home | 121.27 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 818e8899fbe048e9429b1c0a7146eb9f | 1,372,097,140 | 46.929344 | -116.664483 | 0 |
11,309 | 2020-06-24 18:05:49 | 2,266,735,643,685,262 | fraud_Eichmann-Kilback | home | 9.53 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | f56bffebb701d0fc5afc10ccf8eed992 | 1,372,097,149 | 34.372134 | -86.747073 | 0 |
11,310 | 2020-06-24 18:06:38 | 345,933,964,507,467 | fraud_Kub PLC | personal_care | 43.78 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | bc0110ac76a3ba6543aec1e4bf24bc7b | 1,372,097,198 | 39.288456 | -75.240079 | 0 |
11,311 | 2020-06-24 18:06:44 | 3,540,075,240,003,197 | fraud_Hirthe-Beier | health_fitness | 8.04 | Christian | Johns | M | 892 Solis Neck | Lonsdale | MN | 55,046 | 44.4477 | -93.4252 | 5,211 | Chief Strategy Officer | 1987-01-27 | 4d29e32fb11e17722a233a724f809e50 | 1,372,097,204 | 43.60139 | -92.754241 | 0 |
11,312 | 2020-06-24 18:06:54 | 4,958,589,671,582,727,000 | fraud_Beer-Jast | kids_pets | 61.82 | Aaron | Pena | M | 793 Hooper Tunnel Suite 154 | Burke | VA | 22,015 | 38.7894 | -77.2818 | 43,102 | Health visitor | 1950-11-27 | df00f0a0c8f36aa770972f4db6ebefd1 | 1,372,097,214 | 38.416791 | -77.849589 | 0 |
11,313 | 2020-06-24 18:09:20 | 4,658,490,815,480,264 | fraud_Pacocha-Weissnat | kids_pets | 18.96 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | f4c5de3ee17f370841b3007380e1d671 | 1,372,097,360 | 39.582684 | -80.598475 | 0 |
11,314 | 2020-06-24 18:09:24 | 6,538,891,242,532,018 | fraud_Parker, Nolan and Trantow | entertainment | 9.81 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | fbbbcae62eaf2356f8fb36f726d9b6be | 1,372,097,364 | 35.198733 | -91.063602 | 0 |
11,315 | 2020-06-24 18:10:20 | 4,451,952,084,362,894 | fraud_Wuckert-Goldner | home | 83.95 | Joseph | Davis | M | 941 Adam Stravenue | Nazareth | TX | 79,063 | 34.5444 | -102.1069 | 686 | Petroleum engineer | 1980-07-30 | a55e17f40c1c685001becaeeb73ac0e0 | 1,372,097,420 | 34.758574 | -102.566303 | 0 |
11,316 | 2020-06-24 18:11:41 | 3,589,289,942,931,264 | fraud_Daugherty LLC | kids_pets | 23.59 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | f76b2d846c9efa4a9f94aee6c2515239 | 1,372,097,501 | 44.613719 | -97.414304 | 0 |
11,317 | 2020-06-24 18:12:20 | 6,011,477,612,335,392 | fraud_Klein Group | entertainment | 13.84 | Anthony | Roberts | M | 95488 Cabrera Well | Maria Stein | OH | 45,860 | 40.4062 | -84.5076 | 2,274 | Designer, television/film set | 1943-12-17 | f8c5c284fa5210596deb26c7ebe10862 | 1,372,097,540 | 40.822785 | -84.793419 | 0 |
11,318 | 2020-06-24 18:12:33 | 3,501,942,333,500,073 | fraud_Hamill-D'Amore | health_fitness | 29.73 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | 6856589ad52663b8c828282455854be1 | 1,372,097,553 | 34.062791 | -112.112365 | 0 |
11,319 | 2020-06-24 18:12:46 | 630,424,987,505 | fraud_Jewess LLC | shopping_pos | 7.26 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 6e52b7eb98f69a8c6b9e7b932c62f066 | 1,372,097,566 | 39.001678 | -78.625083 | 0 |
11,320 | 2020-06-24 18:13:13 | 676,281,772,837 | fraud_Kihn, Brakus and Goyette | personal_care | 44.39 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | 50186a3adfaf0545fe8a0e70fb351575 | 1,372,097,593 | 31.793564 | -84.475283 | 0 |
11,321 | 2020-06-24 18:13:41 | 581,686,439,828 | fraud_Reichel, Bradtke and Blanda | travel | 3.53 | Larry | House | M | 911 Sabrina Trafficway | Cochranton | PA | 16,314 | 41.5205 | -80.0573 | 5,507 | Retail merchandiser | 1973-07-28 | 95d14082c4edffffa1b684718a531617 | 1,372,097,621 | 41.59311 | -79.586422 | 0 |
11,322 | 2020-06-24 18:13:43 | 5,540,636,818,935,089 | fraud_Morissette PLC | shopping_pos | 8.33 | Kenneth | Foster | M | 329 Michael Extension | Lawrence | MA | 1,843 | 42.6911 | -71.1605 | 76,383 | Geoscientist | 1985-04-04 | 0b5eea14dbfada9cb44ed07cb7fa8bdc | 1,372,097,623 | 43.525185 | -70.456868 | 0 |
11,323 | 2020-06-24 18:13:48 | 4,500,002,361,389 | fraud_Hintz, Bauch and Smith | health_fitness | 104.13 | Joseph | Nixon | M | 86882 Desiree Camp Suite 047 | Tyaskin | MD | 21,865 | 38.2833 | -75.8465 | 470 | Music tutor | 1965-04-07 | c6924d43a9a620ad5878252202096a7f | 1,372,097,628 | 37.666276 | -75.850067 | 0 |
11,324 | 2020-06-24 18:14:44 | 3,546,674,063,249,004 | fraud_Lubowitz-Walter | kids_pets | 120.19 | Jordan | May | M | 1626 Susan Course | Aledo | TX | 76,008 | 32.7004 | -97.6039 | 13,602 | Optometrist | 1984-07-05 | de0062befea8bcc7c8771145df40db3a | 1,372,097,684 | 31.765339 | -97.595216 | 0 |
11,325 | 2020-06-24 18:15:11 | 4,512,828,414,983,802,000 | fraud_Brown, Homenick and Lesch | health_fitness | 23.74 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 5a88f7ad0b1aeb9455f5049a92f9910a | 1,372,097,711 | 40.769707 | -80.003181 | 0 |
11,326 | 2020-06-24 18:15:23 | 375,904,527,651,269 | fraud_Zemlak, Tillman and Cremin | personal_care | 26.79 | Ryan | Cook | M | 75952 Wilson Course | Roseland | NE | 68,973 | 40.4591 | -98.5551 | 463 | Nurse, mental health | 1948-05-31 | aa747d6116283ffe6f96bd8a221b5538 | 1,372,097,723 | 41.275369 | -97.678787 | 0 |
11,327 | 2020-06-24 18:16:06 | 213,173,753,804,333 | fraud_Dietrich-Fadel | health_fitness | 14.95 | Joseph | Wagner | M | 822 Austin Spur | North Judson | IN | 46,366 | 41.2244 | -86.6966 | 5,791 | Doctor, general practice | 1959-10-07 | bcf4bc639652cf961721c10de1b65372 | 1,372,097,766 | 41.068208 | -87.214236 | 0 |
11,328 | 2020-06-24 18:16:15 | 639,077,309,909 | fraud_Hilpert-Conroy | kids_pets | 96.7 | Justin | Carter | M | 853 Miller Bypass Suite 802 | Broomfield | CO | 80,021 | 39.8854 | -105.1139 | 92,337 | Engineer, electronics | 1967-10-18 | 561b946671adfba69c4b6b8bff48f4db | 1,372,097,775 | 38.967306 | -105.793913 | 0 |
11,329 | 2020-06-24 18:16:22 | 2,242,542,703,101,233 | fraud_Hirthe-Beier | health_fitness | 47.73 | Samuel | Jenkins | M | 43235 Mckenzie Views Apt. 837 | Westport | KY | 40,077 | 38.4921 | -85.4524 | 564 | Pensions consultant | 1996-04-10 | 72218d3cb67e01bddc655fbd82c3797a | 1,372,097,782 | 37.985455 | -85.810921 | 0 |
11,330 | 2020-06-24 18:16:31 | 342,952,484,382,519 | fraud_Stiedemann Inc | misc_pos | 6.05 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 8e5d5d24fb2995cd82f5553c6015c4b5 | 1,372,097,791 | 42.081119 | -73.079305 | 0 |
11,331 | 2020-06-24 18:17:30 | 4,449,530,933,957,323 | fraud_Rau-Robel | kids_pets | 38.02 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | bf231d2fcc35a0453657ebe783ddac7d | 1,372,097,850 | 37.892644 | -123.191025 | 0 |
11,332 | 2020-06-24 18:17:33 | 4,904,681,492,230,012 | fraud_Abshire PLC | entertainment | 29.62 | Lisa | Lowe | F | 574 David Locks Suite 207 | Cottekill | NY | 12,419 | 41.8467 | -74.1038 | 722 | Comptroller | 1990-10-19 | b87c4ff0a35765b76fc807306346f780 | 1,372,097,853 | 40.98543 | -74.578286 | 0 |
11,333 | 2020-06-24 18:17:56 | 30,551,643,947,183 | fraud_Botsford and Sons | home | 36.81 | Morgan | Smith | F | 1441 Bradley Place | Grover | NC | 28,073 | 35.1836 | -81.4552 | 5,621 | Toxicologist | 1973-11-14 | eac644f5a76377102cad60f620a527db | 1,372,097,876 | 35.443889 | -81.919955 | 0 |
11,334 | 2020-06-24 18:18:35 | 4,764,202,053,279,782 | fraud_Hills-Boyer | personal_care | 97.94 | Derek | Jones | M | 198 Candace Plaza | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Air cabin crew | 1981-01-06 | 2e093891011f6306d69eb3630a54658a | 1,372,097,915 | 41.29571 | -81.493848 | 0 |
11,335 | 2020-06-24 18:18:48 | 4,198,470,814,557 | fraud_Kihn, Abernathy and Douglas | shopping_net | 7.85 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | fe7c110b6ed610a3be56e60576211256 | 1,372,097,928 | 41.149549 | -95.913498 | 0 |
11,336 | 2020-06-24 18:18:56 | 3,511,058,278,399,773 | fraud_Johns-Hoeger | entertainment | 194.52 | Briana | Santos | F | 702 Tabitha Drive | New Goshen | IN | 47,863 | 39.5803 | -87.4616 | 205 | Engineer, mining | 1960-01-06 | e02e51490878a362c233d1c8bb2bdd0d | 1,372,097,936 | 39.989794 | -87.846265 | 0 |
11,337 | 2020-06-24 18:19:09 | 3,506,042,666,828,517 | fraud_Medhurst Inc | home | 72.52 | Christine | Burns | F | 343 Hannah Parkway | Comfort | WV | 25,049 | 38.1372 | -81.5962 | 630 | Fine artist | 1959-07-30 | f72850adf5184b11b27777667b307917 | 1,372,097,949 | 38.725295 | -81.815464 | 0 |
11,338 | 2020-06-24 18:20:23 | 4,839,043,708,100,390 | fraud_Veum-Koelpin | travel | 1.5 | Meredith | Campbell | F | 043 Hanson Turnpike | Hedrick | IA | 52,563 | 41.1826 | -92.3097 | 1,583 | Geochemist | 1999-06-28 | 913a5399175127f3b5506bd50e678b9e | 1,372,098,023 | 41.04212 | -92.499913 | 0 |
11,339 | 2020-06-24 18:20:48 | 4,861,310,130,652,567,000 | fraud_O'Reilly, Mohr and Purdy | home | 56.62 | 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 | 60a5d50bfbe91e3fe768ea69a5a38450 | 1,372,098,048 | 30.219898 | -91.763449 | 0 |
11,340 | 2020-06-24 18:21:40 | 30,230,540,139,182 | fraud_Weber, Thiel and Hammes | kids_pets | 51.03 | Hayden | Sanders | M | 8465 Reed Green Suite 559 | Montandon | PA | 17,850 | 40.9661 | -76.8575 | 645 | Orthoptist | 1974-05-18 | e31b2045a008cb6fcfec1c3e603fc2df | 1,372,098,100 | 40.801226 | -76.549746 | 0 |
11,341 | 2020-06-24 18:21:48 | 38,580,485,618,059 | fraud_Beer-Jast | kids_pets | 79.2 | Teresa | Clark | F | 1323 Derek Mission | Noonan | ND | 58,765 | 48.8856 | -103.0098 | 248 | Industrial/product designer | 1968-05-13 | 4b6e7bb9efe0c6d5454f4cf257ce6943 | 1,372,098,108 | 48.593238 | -103.895115 | 0 |
11,342 | 2020-06-24 18:22:00 | 372,509,258,176,510 | fraud_Nolan-Williamson | kids_pets | 91.15 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 94a4b83774788374239bcedf48bb1ffe | 1,372,098,120 | 42.108602 | -83.401625 | 0 |
11,343 | 2020-06-24 18:22:58 | 2,274,911,989,136,158 | fraud_Gerhold LLC | home | 71.93 | Robert | Velazquez | M | 3136 Silva Stream | Parker | CO | 80,138 | 39.5102 | -104.7216 | 84,861 | Materials engineer | 1932-03-10 | 9a2aa3c979d0cc70b2c237815fb0cfa4 | 1,372,098,178 | 38.91905 | -104.185582 | 0 |
11,344 | 2020-06-24 18:23:43 | 2,227,671,554,547,514 | fraud_Durgan, Gislason and Spencer | home | 74.14 | Angie | Jones | F | 6970 Blake Trail | Clearwater | FL | 33,760 | 27.9004 | -82.7152 | 172,247 | Geneticist, molecular | 1979-10-22 | ccd087ebf36e426853b62be028bd6dfc | 1,372,098,223 | 27.223795 | -82.427408 | 0 |
11,345 | 2020-06-24 18:23:57 | 346,243,940,647,414 | fraud_Lubowitz-Walter | kids_pets | 85.21 | Sean | Miller | M | 6340 Jeffrey Dale | Thornville | OH | 43,076 | 39.8974 | -82.4071 | 9,051 | Audiological scientist | 1983-01-08 | f25b02c800ca8152798bf32a699553d6 | 1,372,098,237 | 40.850411 | -82.4346 | 0 |
11,346 | 2020-06-24 18:23:57 | 2,254,917,871,818,484 | fraud_Brown-Greenholt | entertainment | 30.01 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 9b0f17874d9b64ed57feb4af33590ec7 | 1,372,098,237 | 38.666726 | -76.415953 | 0 |
11,347 | 2020-06-24 18:24:52 | 30,248,898,834,493 | fraud_Weber, Thiel and Hammes | kids_pets | 161.13 | Michael | Rodriguez | M | 172 Paula Inlet Apt. 650 | Cross Plains | TX | 76,443 | 32.1482 | -99.1872 | 1,897 | Chief Operating Officer | 1953-04-19 | 0c238d64e11063aa8a47253d290aff93 | 1,372,098,292 | 33.095149 | -98.977832 | 0 |
11,348 | 2020-06-24 18:25:23 | 3,553,629,419,254,918 | fraud_Daugherty-Thompson | food_dining | 1.56 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 0cc988b860bba4a7db880d5441ad66cc | 1,372,098,323 | 48.272682 | -122.329045 | 0 |
11,349 | 2020-06-24 18:25:26 | 4,378,993,458,389,626 | fraud_Stehr, Jewess and Schimmel | misc_net | 5.49 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 2173604124981448d8d503c151899f16 | 1,372,098,326 | 44.848473 | -72.112493 | 0 |
11,350 | 2020-06-24 18:25:43 | 2,254,917,871,818,484 | fraud_Nienow PLC | entertainment | 3.68 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | b1c66f299c00f35765977b3b5699f8aa | 1,372,098,343 | 37.737207 | -76.844759 | 0 |
11,351 | 2020-06-24 18:26:17 | 4,900,628,639,996 | fraud_Wintheiser, Dietrich and Schimmel | misc_pos | 9.74 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | a89a8d945523c1a15fd83725a558910c | 1,372,098,377 | 34.433631 | -118.857877 | 0 |
11,352 | 2020-06-24 18:26:18 | 4,476,840,372,112 | fraud_Reilly LLC | home | 21.64 | Steven | Walters | M | 3206 Hall Divide Suite 282 | Woodville | AL | 35,776 | 34.6689 | -86.2296 | 3,395 | Editor, commissioning | 1979-01-21 | 2387821079ff95c9a82dc5b452da41ff | 1,372,098,378 | 35.521236 | -85.290851 | 0 |
11,353 | 2020-06-24 18:26:25 | 3,587,960,728,692,500 | fraud_Kerluke, Considine and Macejkovic | misc_net | 65.15 | 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 | d81bd73fdec0676472f73cf9ce0d6396 | 1,372,098,385 | 42.986967 | -95.412313 | 0 |
11,354 | 2020-06-24 18:27:04 | 4,279,161,831,637 | fraud_Hammes-Beatty | kids_pets | 5.55 | Lisa | Hendrix | F | 35737 Kirby Fall Suite 409 | Vanderbilt | PA | 15,486 | 40.0246 | -79.6955 | 2,303 | Physiotherapist | 1987-08-16 | 0f406cb19e70443bd85443a9eb7b4188 | 1,372,098,424 | 40.003661 | -80.456401 | 0 |
11,355 | 2020-06-24 18:27:47 | 60,416,207,185 | fraud_O'Reilly, Mohr and Purdy | home | 42.55 | Mary | Diaz | F | 9886 Anita Drive | Fort Washakie | WY | 82,514 | 43.0048 | -108.8964 | 1,645 | Information systems manager | 1986-02-17 | b43993f23bfc35a4a42b17606f1ffa46 | 1,372,098,467 | 43.387992 | -108.038397 | 0 |
11,356 | 2020-06-24 18:27:48 | 213,102,873,001,603 | fraud_Parker, Nolan and Trantow | entertainment | 99.36 | Joanne | Padilla | F | 477 Alejandro Knolls Suite 828 | Gardiner | OR | 97,441 | 43.7857 | -124.1437 | 260 | Engineer, maintenance | 1956-09-01 | 6e0d541352651823a8a627b62233910c | 1,372,098,468 | 44.5502 | -124.588416 | 0 |
11,357 | 2020-06-24 18:27:53 | 6,596,735,789,587,928 | fraud_Hagenes, Hermann and Stroman | travel | 5.43 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | bf22332d8526f3b53a6890a83591a832 | 1,372,098,473 | 45.043909 | -93.318975 | 0 |
11,358 | 2020-06-24 18:28:07 | 4,989,847,570,577,635,000 | fraud_Stamm-Witting | shopping_net | 23.2 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | 1553f81a12f163577167f4c78c0cd669 | 1,372,098,487 | 33.51479 | -82.521068 | 0 |
11,359 | 2020-06-24 18:30:12 | 6,506,116,513,503,136 | fraud_Zemlak, Tillman and Cremin | personal_care | 12.3 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | f33866d1bc856787fdc795750155f8eb | 1,372,098,612 | 32.040874 | -95.062657 | 0 |
11,360 | 2020-06-24 18:30:23 | 501,802,953,619 | fraud_Kutch-Wilderman | home | 37.67 | Robert | Flores | M | 3277 Fields Meadows Apt. 790 | Greenview | CA | 96,037 | 41.5403 | -122.9366 | 308 | Call centre manager | 1958-09-20 | 4639d5aa5c79050c65dcbaea1fb424bf | 1,372,098,623 | 42.483911 | -122.340685 | 0 |
11,361 | 2020-06-24 18:30:51 | 584,673,555,952 | fraud_Kovacek Ltd | travel | 5.13 | Jessica | Jordan | F | 071 Wise Trace | Coleharbor | ND | 58,531 | 47.5196 | -101.2332 | 307 | Make | 1930-08-13 | 511b0ed26502e906805324c31b5e2cc1 | 1,372,098,651 | 47.799375 | -102.174031 | 0 |
11,362 | 2020-06-24 18:31:01 | 5,289,285,402,893,489 | fraud_Kilback Group | food_dining | 21.72 | Amanda | Adams | F | 08580 Jeremy Falls | Bay City | OR | 97,107 | 45.5197 | -123.8761 | 1,530 | Colour technologist | 1986-11-24 | d16f7645dfb6e2c011809372a558e599 | 1,372,098,661 | 44.75923 | -124.71518 | 0 |
11,363 | 2020-06-24 18:32:57 | 3,556,613,125,071,656 | fraud_Howe Ltd | misc_pos | 49.66 | Jose | Vasquez | M | 572 Davis Mountains | Lake Jackson | TX | 77,566 | 29.0393 | -95.4401 | 28,739 | Futures trader | 1999-12-27 | bdfd1cc046440971f1c480f2a0f79017 | 1,372,098,777 | 28.552349 | -96.2252 | 0 |
11,364 | 2020-06-24 18:34:33 | 3,596,357,274,378,601 | fraud_Terry-Huel | shopping_net | 212.07 | David | Everett | M | 4138 David Fall | Morrisdale | PA | 16,858 | 41.0001 | -78.2357 | 3,688 | Advice worker | 1973-05-27 | d180baa0f34bb22e4cc3566605d9eb10 | 1,372,098,873 | 40.51102 | -77.397953 | 0 |
11,365 | 2020-06-24 18:35:11 | 4,906,628,655,840,914,000 | fraud_Schuppe-Schuppe | food_dining | 15.04 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | 0a0373f05fee1d61269133c50eaf00bb | 1,372,098,911 | 24.150689 | -81.851218 | 0 |
11,366 | 2020-06-24 18:35:22 | 630,424,987,505 | fraud_Baumbach, Feeney and Morar | shopping_net | 7.74 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 37cab7d9064962c5f7e342ffaffa25bd | 1,372,098,922 | 38.270186 | -80.244402 | 0 |
11,367 | 2020-06-24 18:35:30 | 4,742,883,543,039,288,000 | fraud_Reichel Inc | entertainment | 21.6 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | 3de6e73e1e0a5a49447b17d734618335 | 1,372,098,930 | 20.819528 | -155.162961 | 0 |
11,368 | 2020-06-24 18:38:26 | 4,809,701,904,914 | fraud_Zboncak Ltd | food_dining | 58.3 | Sabrina | Nolan | F | 312 Eric Expressway Apt. 014 | Phenix City | AL | 36,869 | 32.4204 | -85.0796 | 59,744 | Chemical engineer | 1984-02-07 | 677d23ae1d168026ef381419986d8488 | 1,372,099,106 | 32.562171 | -85.358151 | 0 |
11,369 | 2020-06-24 18:40:53 | 6,511,349,151,405,438 | fraud_Schoen, Nienow and Bauch | personal_care | 91.99 | Robert | Nguyen | M | 74835 Garner Point | Ruth | NV | 89,319 | 39.3426 | -114.8859 | 450 | Interpreter | 1946-08-24 | f8eeaeb66adf74d10552c839dfe79a3e | 1,372,099,253 | 39.284038 | -114.223216 | 0 |
11,370 | 2020-06-24 18:42:51 | 213,161,231,269,724 | fraud_Boyer-Haley | travel | 15.04 | Alyssa | Morgan | F | 622 Robin Run Suite 764 | Gadsden | AL | 35,901 | 34.048 | -85.9246 | 67,082 | Physiological scientist | 1963-02-09 | af0ba165ccee6828c6c21413f4570881 | 1,372,099,371 | 33.404157 | -85.096983 | 0 |
11,371 | 2020-06-24 18:45:32 | 2,285,066,385,084,291 | fraud_Ullrich Ltd | kids_pets | 44.49 | Richard | Brown | M | 17819 Jose Mount Suite 657 | Heidelberg | MS | 39,439 | 31.882 | -88.9981 | 4,573 | Exhibitions officer, museum/gallery | 1988-02-15 | 34eec6fb67f78139462422855603bd88 | 1,372,099,532 | 32.710535 | -88.255954 | 0 |
11,372 | 2020-06-24 18:48:17 | 4,005,676,619,255,478 | fraud_Schneider, Hayes and Nikolaus | food_dining | 14.27 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 4f251dbdcdafba46962d13bc4e2e368c | 1,372,099,697 | 31.280275 | -91.249562 | 0 |
11,373 | 2020-06-24 18:50:24 | 4,653,178,848,915,023,000 | fraud_Lynch Ltd | shopping_pos | 69.7 | Robert | Hall | M | 371 Anthony Trail Suite 354 | Glade Spring | VA | 24,340 | 36.7779 | -81.7676 | 5,657 | Clinical psychologist | 1987-04-29 | 7fd7df99c6ac581bb2a9eaa3a429b1ea | 1,372,099,824 | 35.909615 | -82.600508 | 0 |
11,374 | 2020-06-24 18:50:31 | 3,567,879,740,649,740 | fraud_Osinski Inc | personal_care | 8.5 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | 2bd460445a98c8dd56ea0927405c5a78 | 1,372,099,831 | 44.277979 | -76.42005 | 0 |
11,375 | 2020-06-24 18:51:06 | 3,529,597,810,116,815 | fraud_Kerluke PLC | misc_net | 2.33 | Pamela | Curtis | F | 8969 Fuentes Station Apt. 291 | Mill Creek | PA | 17,060 | 40.4679 | -77.8967 | 1,334 | Archaeologist | 1986-12-17 | b038ace7da613d84e2757b97ac076b4b | 1,372,099,866 | 39.516077 | -78.404472 | 0 |
11,376 | 2020-06-24 18:51:20 | 4,859,525,594,182,537 | fraud_Gaylord-Powlowski | home | 116.23 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | b1b745ceacefd9e8c08f1069694278ee | 1,372,099,880 | 42.979467 | -74.904124 | 0 |
11,377 | 2020-06-24 18:51:25 | 30,408,301,059,761 | fraud_Maggio-Fahey | misc_pos | 298.73 | Brandon | Pittman | M | 2881 Frey Village | Cross | SC | 29,436 | 33.3364 | -80.1859 | 4,471 | Occupational hygienist | 1973-10-09 | 873ec968516009b55784dbf2a3fdb3f3 | 1,372,099,885 | 32.627125 | -79.767194 | 0 |
11,378 | 2020-06-24 18:51:55 | 3,553,629,419,254,918 | fraud_Schuppe-Schuppe | food_dining | 25.07 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 6b9b9da0f62795c6090dba4046f71272 | 1,372,099,915 | 47.752058 | -122.142532 | 0 |
11,379 | 2020-06-24 18:52:01 | 2,266,735,643,685,262 | fraud_Reichert-Weissnat | travel | 6.91 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 522d969cf8ee4b0c94d317d05d9baab6 | 1,372,099,921 | 35.321947 | -85.919133 | 0 |
11,380 | 2020-06-24 18:52:15 | 377,550,167,323,848 | fraud_Stark-Koss | home | 114.61 | Kevin | Walters | M | 87227 Tapia Burgs | Auburn | ME | 4,210 | 44.0948 | -70.239 | 23,045 | Tourist information centre manager | 1958-09-02 | e707ed018244ff735f504c2146187522 | 1,372,099,935 | 44.727228 | -70.807547 | 0 |
11,381 | 2020-06-24 18:54:50 | 4,301,028,321,766,222,300 | fraud_Hermiston, Pacocha and Smith | health_fitness | 74.3 | Joe | Howard | M | 109 Brian Lights Apt. 504 | Shippingport | PA | 15,077 | 40.6025 | -80.3863 | 198 | Secretary/administrator | 1978-10-26 | 4a90a40f05ec2178af25a3ea38e3fb10 | 1,372,100,090 | 40.550273 | -80.371475 | 0 |
11,382 | 2020-06-24 18:55:07 | 3,557,442,674,264,531 | fraud_Smith-Stokes | misc_pos | 15.14 | Angela | Edwards | F | 486 Wilkins Pines | Lithopolis | OH | 43,136 | 39.8013 | -82.8125 | 460 | Lecturer, higher education | 2004-06-19 | 4a3dc6066df872577f7183e50185cd69 | 1,372,100,107 | 40.771697 | -82.561063 | 0 |
11,383 | 2020-06-24 18:55:33 | 4,900,628,639,996 | fraud_Swaniawski, Lowe and Robel | shopping_pos | 1.59 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 0c4d3b2bd43e239d7e67e538c14f4774 | 1,372,100,133 | 33.184975 | -118.778226 | 0 |
11,384 | 2020-06-24 18:56:22 | 372,509,258,176,510 | fraud_Schaefer, Fay and Hilll | entertainment | 226.64 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | fd1fcd0c7d0d05d519d3fd3fc2c27512 | 1,372,100,182 | 43.381814 | -83.676692 | 0 |
11,385 | 2020-06-24 18:56:46 | 3,585,740,823,295,298 | fraud_Yost, Block and Koepp | misc_pos | 44.1 | James | Greene | M | 082 Hernandez Bypass Apt. 886 | Quanah | TX | 79,252 | 34.2956 | -99.7494 | 3,202 | Librarian, public | 1998-03-18 | d7e0a6e7d800122c01a867256b9e6936 | 1,372,100,206 | 35.166695 | -100.463266 | 0 |
11,386 | 2020-06-24 18:58:43 | 4,449,530,933,957,323 | fraud_Effertz LLC | entertainment | 33.8 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | 71d3e157553124bdedb5fa8bf41c464a | 1,372,100,323 | 38.383686 | -123.317935 | 0 |
11,387 | 2020-06-24 19:00:17 | 4,698,163,635,895,795 | fraud_Simonis-Prohaska | misc_pos | 8.25 | Sharon | Powell | F | 101 Carla Loop | Wendel | CA | 96,136 | 40.3406 | -120.2824 | 104 | Teacher, adult education | 1989-08-16 | 15fd858552a5068e1eb1835bf620d6e8 | 1,372,100,417 | 40.007275 | -119.355802 | 0 |
11,388 | 2020-06-24 19:00:30 | 3,531,129,874,770,000 | fraud_Schiller Ltd | personal_care | 137.6 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | f746b4756b9a6c174a57f7ad12fea503 | 1,372,100,430 | 43.366269 | -72.169301 | 0 |
11,389 | 2020-06-24 19:00:44 | 213,191,402,330,021 | fraud_Jakubowski Inc | home | 89.48 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | 571840c6f7aa24202d8a3e218a1c9573 | 1,372,100,444 | 43.410786 | -88.246769 | 0 |
11,390 | 2020-06-24 19:00:44 | 4,089,096,483,689,733,600 | fraud_Kulas Group | health_fitness | 22.78 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | db46bd358bb191a5fffada3c37064d34 | 1,372,100,444 | 33.211005 | -94.313853 | 0 |
11,391 | 2020-06-24 19:02:16 | 30,238,755,902,988 | fraud_Balistreri-Nader | misc_pos | 186.13 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | f2e05ff594e9c8a29f09fbd707ba2c88 | 1,372,100,536 | 31.00565 | -97.500296 | 0 |
11,392 | 2020-06-24 19:02:23 | 3,531,129,874,770,000 | fraud_Kilback Group | food_dining | 55.32 | Shelby | Mitchell | F | 974 Cindy Stream | Brandon | VT | 5,733 | 43.8065 | -73.0882 | 5,895 | Scientist, marine | 1975-07-13 | 090cce6bfc5b80cf69943b742db9b9c4 | 1,372,100,543 | 43.260051 | -72.451104 | 0 |
11,393 | 2020-06-24 19:03:17 | 373,905,417,449,658 | fraud_Gottlieb Group | kids_pets | 12.94 | Sarah | Bishop | F | 554 Mcdonald Valley Apt. 539 | Meridian | TX | 76,665 | 31.929 | -97.6443 | 2,526 | Phytotherapist | 1970-11-12 | 075b1656786fab82f6a147ebd08d0b28 | 1,372,100,597 | 31.97937 | -97.330461 | 0 |
11,394 | 2020-06-24 19:03:40 | 6,593,250,708,747,804 | fraud_Koss, Hansen and Lueilwitz | home | 29.41 | Melissa | Meza | F | 244 Abbott Parkway | Loxahatchee | FL | 33,470 | 26.7383 | -80.276 | 26,551 | Paramedic | 1977-01-04 | b6fdfaa8beb926e057632338e5c65530 | 1,372,100,620 | 27.703077 | -81.046584 | 0 |
11,395 | 2020-06-24 19:05:11 | 2,576,709,887,791,552 | fraud_Ritchie, Oberbrunner and Cremin | travel | 5.41 | Joseph | Morgan | M | 126 Underwood Drive | San Diego | CA | 92,128 | 33.0067 | -117.069 | 1,241,364 | Chartered public finance accountant | 1959-08-05 | e611659eab66fbdb8067a1afdea2dd8c | 1,372,100,711 | 33.470184 | -117.688507 | 0 |
11,396 | 2020-06-24 19:07:17 | 6,011,348,830,550,197 | fraud_Kerluke, Kertzmann and Wiza | misc_net | 1.73 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | 1d581274cfbbe3aa23f42cb145cccb55 | 1,372,100,837 | 32.537869 | -86.145359 | 0 |
11,397 | 2020-06-24 19:07:59 | 341,542,810,616,333 | fraud_Mueller, Gerhold and Mueller | health_fitness | 62.65 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | f343f61593ac7bf7d73ec310f33991b8 | 1,372,100,879 | 38.411154 | -94.429328 | 0 |
11,398 | 2020-06-24 19:09:47 | 4,989,847,570,577,635,000 | fraud_Predovic Inc | shopping_net | 11.5 | Vanessa | Anderson | F | 21178 Brittney Locks | Prosperity | SC | 29,127 | 34.1832 | -81.5324 | 8,333 | Archaeologist | 1994-07-09 | 827e42912901a77d7543656a0c121537 | 1,372,100,987 | 34.707016 | -80.749266 | 0 |
11,399 | 2020-06-24 19:10:36 | 3,529,597,930,342,630 | fraud_Schumm PLC | health_fitness | 1.9 | Melissa | Rodriguez | F | 81708 Christopher Plaza | Jordanville | NY | 13,361 | 42.8948 | -74.8209 | 824 | Travel agency manager | 1985-09-01 | 3614f93a7e454f7470c701b4ba9483bf | 1,372,101,036 | 43.706255 | -75.469466 | 0 |
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