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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,279,000 | 2020-06-15 02:11:30 | 4,745,996,322,265 | fraud_Towne, Walker and Borer | grocery_net | 32.73 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | dd143e8635d3338e032fd80c4943e241 | 1,371,262,290 | 42.273321 | -86.439062 | 0 |
1,279,001 | 2020-06-15 02:12:10 | 6,534,628,260,579,800 | fraud_Huels-Hahn | gas_transport | 82.64 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 13b4646bc0a950e928c6d2e273d47ec8 | 1,371,262,330 | 45.225522 | -72.616118 | 0 |
1,279,002 | 2020-06-15 02:13:14 | 3,546,897,637,165,774 | fraud_Little, Gutmann and Lynch | shopping_net | 6.53 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | 6e9d614409215d75b299f1189222bc1a | 1,371,262,394 | 31.281674 | -95.862129 | 0 |
1,279,003 | 2020-06-15 02:13:16 | 6,011,975,266,774,121 | fraud_Cummings LLC | gas_transport | 77.11 | Haley | Wagner | F | 05561 Farrell Crescent | Annapolis | MD | 21,405 | 39.0305 | -76.5515 | 92,106 | Accountant, chartered certified | 1943-05-28 | 7ad1869925e44b90234eb8ba426d11bf | 1,371,262,396 | 39.974526 | -76.187345 | 0 |
1,279,004 | 2020-06-15 02:13:26 | 571,365,235,126 | fraud_Cummings LLC | gas_transport | 61.98 | Barbara | Taylor | F | 0069 Robin Brooks Apt. 695 | Elberta | MI | 49,628 | 44.5995 | -86.2141 | 372 | Exhibitions officer, museum/gallery | 1995-07-12 | 1d35bd765501fe81ed4868fe9111f357 | 1,371,262,406 | 44.559399 | -86.709083 | 0 |
1,279,005 | 2020-06-15 02:13:29 | 374,497,717,543,058 | fraud_Kutch, Hermiston and Farrell | gas_transport | 83.82 | Linda | Hurst | F | 31701 Tucker Square Suite 893 | Wilton | ND | 58,579 | 47.1709 | -100.7944 | 1,190 | Designer, ceramics/pottery | 1948-06-30 | c948653ec8581972c13bbb6d166492ad | 1,371,262,409 | 47.911407 | -101.110924 | 0 |
1,279,006 | 2020-06-15 02:13:59 | 6,011,706,277,606,006 | fraud_Kling Inc | gas_transport | 46.1 | Scott | Sullivan | M | 776 Martin Ridge | Newton | NH | 3,858 | 42.8678 | -71.042 | 4,603 | Therapist, music | 1952-12-07 | d80c08ef2199fdb03dfb6b91c2d60f34 | 1,371,262,439 | 43.052373 | -71.385437 | 0 |
1,279,007 | 2020-06-15 02:14:08 | 2,720,433,095,629,877 | fraud_Berge LLC | gas_transport | 40.75 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 5cf9fc1fca6fbbee7b9ae1d936da0215 | 1,371,262,448 | 43.224461 | -70.35187 | 0 |
1,279,008 | 2020-06-15 02:14:38 | 3,506,592,072,985,012 | fraud_Bahringer-Larson | grocery_net | 51.07 | Randy | Murphy | M | 0356 Sarah Light | Ballwin | MO | 63,021 | 38.577 | -90.5255 | 92,608 | Engineer, communications | 2001-07-26 | 36a67708d557ff572824faa89515a3c1 | 1,371,262,478 | 39.088838 | -91.007844 | 0 |
1,279,009 | 2020-06-15 02:14:58 | 371,284,100,299,909 | fraud_Greenholt, Jacobi and Gleason | gas_transport | 65.3 | Hannah | Thomas | F | 1004 Willis Pass | Hedley | TX | 79,237 | 34.8698 | -100.6806 | 513 | Early years teacher | 1976-05-24 | f480536320a0758fddb536af3ba31266 | 1,371,262,498 | 34.203227 | -101.069813 | 0 |
1,279,010 | 2020-06-15 02:15:08 | 4,981,132,848,794 | fraud_Paucek-Wiza | grocery_net | 60.02 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 738d1e5a2c415f0657ae90699beabde3 | 1,371,262,508 | 40.434901 | -81.347934 | 0 |
1,279,011 | 2020-06-15 02:15:37 | 3,546,897,637,165,774 | fraud_Balistreri-Nader | misc_pos | 4.11 | Kayla | Obrien | F | 7921 Robert Port Suite 343 | Prairie Hill | TX | 76,678 | 31.6591 | -96.8094 | 263 | Barrister | 1956-05-30 | 7b2dd0e7794fbe404766a36d74124889 | 1,371,262,537 | 31.545359 | -97.088892 | 0 |
1,279,012 | 2020-06-15 02:16:19 | 630,484,879,808 | fraud_Schamberger-O'Keefe | grocery_pos | 82.67 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | ec349bcdb40a23ef76933a25083b32a4 | 1,371,262,579 | 36.538418 | -120.022303 | 0 |
1,279,013 | 2020-06-15 02:16:24 | 343,819,048,608,995 | fraud_Botsford Ltd | shopping_pos | 1.58 | Shelby | Cannon | F | 1535 Ryan Burgs Suite 919 | Des Moines | IA | 50,312 | 41.5855 | -93.6719 | 222,785 | Wellsite geologist | 1956-01-24 | 92e35ac5b306e8f94ee3efa8bf206a41 | 1,371,262,584 | 40.613996 | -92.994936 | 0 |
1,279,014 | 2020-06-15 02:17:08 | 4,497,913,965,512,794,000 | fraud_Howe PLC | entertainment | 10.88 | Scott | Edwards | M | 838 Amy Street Suite 107 | Pembroke | NC | 28,372 | 34.6902 | -79.1834 | 14,783 | Hospital doctor | 1955-11-07 | 63417ce9913fc2b5cc030398db3d3ae6 | 1,371,262,628 | 34.158474 | -79.406036 | 0 |
1,279,015 | 2020-06-15 02:17:12 | 3,564,839,259,330,465 | fraud_Cummerata-Jones | gas_transport | 35.53 | 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 | 37e9d4595fff0d28ae4f01646f831a15 | 1,371,262,632 | 38.685884 | -122.580572 | 0 |
1,279,016 | 2020-06-15 02:17:22 | 5,456,776,410,929,288 | fraud_Lemke-Gutmann | shopping_net | 6.61 | Taylor | Khan | F | 658 Diane Glen Apt. 677 | North Washington | PA | 16,048 | 41.0472 | -79.8089 | 139 | Patent attorney | 1954-05-25 | ebdeb318f3933e5515d9262a97f4da0c | 1,371,262,642 | 41.59699 | -78.850667 | 0 |
1,279,017 | 2020-06-15 02:17:41 | 180,011,453,250,192 | fraud_Stracke-Lemke | grocery_pos | 104.83 | Craig | Dunn | M | 721 Jacqueline Brooks | New Boston | IL | 61,272 | 41.2153 | -90.9879 | 1,504 | Manufacturing engineer | 1993-10-05 | 02d5e991f28dfed78cc27644c5376b69 | 1,371,262,661 | 40.989122 | -90.843503 | 0 |
1,279,018 | 2020-06-15 02:17:42 | 3,504,178,999,463,051 | fraud_Pacocha-O'Reilly | grocery_pos | 69.93 | Drew | Garcia | M | 70858 Jasmine Meadows Apt. 135 | Lima | OH | 45,801 | 40.7641 | -84.0973 | 86,954 | Copywriter, advertising | 1992-07-23 | 7d2fa2c8eca072a284aa4034d595df3d | 1,371,262,662 | 40.555196 | -84.283854 | 0 |
1,279,019 | 2020-06-15 02:17:50 | 2,720,433,095,629,877 | fraud_Raynor, Reinger and Hagenes | gas_transport | 76.72 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | f476f1a4cf671e12f400d5c4c842301f | 1,371,262,670 | 43.62578 | -69.950131 | 0 |
1,279,020 | 2020-06-15 02:18:22 | 4,973,530,368,125,489,000 | fraud_Auer-Mosciski | grocery_pos | 98.14 | Mary | Rodriguez | F | 8986 Fitzgerald Plains | Winslow | AR | 72,959 | 35.8312 | -94.1187 | 2,786 | Musician | 1965-09-27 | 4fba6768e051b019687e6b26433ab649 | 1,371,262,702 | 35.329288 | -94.002597 | 0 |
1,279,021 | 2020-06-15 02:18:27 | 4,642,255,475,285,942 | fraud_Mraz-Herzog | gas_transport | 54.93 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | d6e08d49fa126afe5657aa1db9ecb80f | 1,371,262,707 | 39.750764 | -110.357367 | 0 |
1,279,022 | 2020-06-15 02:18:34 | 4,736,845,434,667,908,000 | fraud_Lind-Buckridge | entertainment | 82.27 | Toni | Gomez | F | 062 Carl Dam | Altona | NY | 12,910 | 44.8816 | -73.6408 | 2,148 | Surveyor, land/geomatics | 1953-05-23 | c0f8fc52249aa1e0daf9db4fa405e23b | 1,371,262,714 | 45.724736 | -74.325115 | 0 |
1,279,023 | 2020-06-15 02:18:47 | 30,030,380,240,193 | fraud_Gislason Group | misc_pos | 27.09 | William | Jenkins | M | 50614 Kevin Point | Harper | TX | 78,631 | 30.2816 | -99.241 | 2,395 | Pharmacist, community | 1993-11-17 | c7ddb8c2dad62f86052064a08801834a | 1,371,262,727 | 31.126511 | -99.080811 | 0 |
1,279,024 | 2020-06-15 02:19:04 | 38,859,492,057,661 | fraud_Bogisich Inc | grocery_pos | 102.2 | Edward | Sanchez | M | 594 White Dale Suite 530 | Malad City | ID | 83,252 | 42.1808 | -112.262 | 4,154 | Nature conservation officer | 1962-01-19 | b927e975dcdbb73840df3a6e6f89b8c4 | 1,371,262,744 | 41.238116 | -112.354564 | 0 |
1,279,025 | 2020-06-15 02:19:23 | 3,579,200,383,632,826 | fraud_Stracke-Lemke | grocery_pos | 91.43 | Tyler | Small | M | 047 Kevin Haven | Boyd | WI | 54,726 | 44.9437 | -91.0294 | 1,690 | IT trainer | 1975-12-24 | 227cb5309264ad5b23605fe6f09d5d06 | 1,371,262,763 | 44.34765 | -91.897995 | 0 |
1,279,026 | 2020-06-15 02:19:40 | 180,049,032,966,888 | fraud_Stoltenberg-Beatty | shopping_pos | 125.98 | Michael | Flores | M | 70761 Fitzpatrick Brooks Suite 631 | Saxon | WI | 54,559 | 46.4959 | -90.4383 | 795 | Television/film/video producer | 1986-04-15 | 16aac97d0ae36054595c32428a73a3e1 | 1,371,262,780 | 47.486047 | -90.489281 | 0 |
1,279,027 | 2020-06-15 02:19:50 | 2,719,496,466,799,416 | fraud_Torp-Labadie | gas_transport | 44.39 | Sheila | Baker | F | 8030 Walker Heights | Belle Fourche | SD | 57,717 | 44.6723 | -103.8396 | 8,007 | Hospital pharmacist | 1940-09-17 | 266c27dba2d0032e48fe5455003c391d | 1,371,262,790 | 45.665003 | -104.11789 | 0 |
1,279,028 | 2020-06-15 02:20:29 | 4,462,038,234,743,679,500 | fraud_Huel, Hammes and Witting | grocery_pos | 145.35 | Kimberly | Bush | F | 6027 Scott Meadows Suite 494 | Dell City | TX | 79,837 | 31.924 | -105.2099 | 579 | Hydrogeologist | 1945-11-26 | 54caf22e468056914cc4c0450bd3e8c9 | 1,371,262,829 | 30.927447 | -105.659703 | 0 |
1,279,029 | 2020-06-15 02:20:51 | 180,046,165,512,893 | fraud_Heidenreich PLC | grocery_pos | 121.19 | Erica | Walker | F | 084 Holmes Avenue Suite 206 | Stayton | OR | 97,383 | 44.8021 | -122.7624 | 9,587 | Engineer, biomedical | 1968-03-24 | f0e36f1db668f4b5852883417057d629 | 1,371,262,851 | 44.68142 | -122.188555 | 0 |
1,279,030 | 2020-06-15 02:20:53 | 4,973,530,368,125,489,000 | fraud_Greenholt, Jacobi and Gleason | gas_transport | 75.98 | Mary | Rodriguez | F | 8986 Fitzgerald Plains | Winslow | AR | 72,959 | 35.8312 | -94.1187 | 2,786 | Musician | 1965-09-27 | 50c521d17e8a72f20bfd8c52bc2a867b | 1,371,262,853 | 35.638365 | -94.632453 | 0 |
1,279,031 | 2020-06-15 02:21:14 | 371,985,236,239,474 | fraud_Parisian and Sons | gas_transport | 64.78 | Benjamin | Martin | M | 0495 Baker Manors | Oriskany Falls | NY | 13,425 | 42.9576 | -75.4838 | 1,970 | Programmer, multimedia | 1949-06-09 | b4932745c03c4529eecb5a9d3be3dfb2 | 1,371,262,874 | 43.338875 | -75.453649 | 0 |
1,279,032 | 2020-06-15 02:21:16 | 4,935,858,973,307,492 | fraud_Lehner, Reichert and Mills | misc_pos | 41.48 | Lance | Wagner | M | 6003 Brady Shoal Apt. 449 | Irwinton | GA | 31,042 | 32.8088 | -83.174 | 1,841 | Film/video editor | 1975-06-01 | e674711792c650553cc4827f7fb37d97 | 1,371,262,876 | 32.037741 | -82.68963 | 0 |
1,279,033 | 2020-06-15 02:21:41 | 213,180,742,685,905 | fraud_Beier LLC | entertainment | 70.25 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | ed5e432d73b31e3d535a04978346a4e4 | 1,371,262,901 | 40.66575 | -123.536923 | 0 |
1,279,034 | 2020-06-15 02:21:43 | 4,169,388,510,116 | fraud_Kovacek, Dibbert and Ondricka | grocery_pos | 131.7 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | 20877bbe99005074f82709ed03a4c1c8 | 1,371,262,903 | 42.771679 | -77.425475 | 0 |
1,279,035 | 2020-06-15 02:22:13 | 4,128,730,454,058,057,700 | fraud_Parisian, Schiller and Altenwerth | misc_net | 8.17 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | c67a7c351edab79007ff4b91602baed7 | 1,371,262,933 | 31.748565 | -94.775475 | 0 |
1,279,036 | 2020-06-15 02:22:20 | 30,273,037,698,427 | fraud_Hackett-Lueilwitz | grocery_pos | 57.01 | Andrew | Patterson | M | 06959 Stephen Branch Suite 246 | Thida | AR | 72,165 | 35.5762 | -91.4539 | 111 | Careers information officer | 2000-06-13 | 62e6c9ba3e5fa9731c362876e4d62638 | 1,371,262,940 | 35.160269 | -91.599694 | 0 |
1,279,037 | 2020-06-15 02:23:25 | 3,544,606,805,704,278 | fraud_Rippin, Kub and Mann | misc_net | 9.28 | Carolyn | Thomas | F | 755 Solis Isle Suite 075 | New Memphis | IL | 62,266 | 38.4857 | -89.6816 | 254 | Magazine journalist | 1952-05-07 | e62a9307882bb740dd684f32e8c4f871 | 1,371,263,005 | 37.615963 | -89.689427 | 0 |
1,279,038 | 2020-06-15 02:25:52 | 6,011,860,238,257,910 | fraud_Corwin-Gorczany | misc_net | 236.95 | 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 | 848e314ef9805e864c83da9afe6a18f5 | 1,371,263,152 | 36.395736 | -98.603509 | 0 |
1,279,039 | 2020-06-15 02:26:06 | 3,565,943,051,129,759 | fraud_Dare-Marvin | entertainment | 32.07 | David | Thomas | M | 838 Dan Haven Suite 003 | Webster City | IA | 50,595 | 42.4657 | -93.8262 | 9,165 | Medical secretary | 1963-05-23 | 3e6f346ab6b2489c64bba5618085a72f | 1,371,263,166 | 41.799136 | -93.665329 | 0 |
1,279,040 | 2020-06-15 02:26:47 | 502,012,776,709 | fraud_Huels-Hahn | gas_transport | 61.03 | Sherry | Martinez | F | 144 Yu Locks Apt. 754 | Garrattsville | NY | 13,342 | 42.6315 | -75.1866 | 165 | Naval architect | 1945-09-20 | e0e812f49e4d896e7f5b0a81e8b2569b | 1,371,263,207 | 42.141171 | -74.330206 | 0 |
1,279,041 | 2020-06-15 02:27:01 | 4,247,921,790,666 | fraud_Dibbert and Sons | entertainment | 31.34 | 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 | d830234edc58e957e18caeaee3d0973c | 1,371,263,221 | 39.494316 | -83.966843 | 0 |
1,279,042 | 2020-06-15 02:27:21 | 4,599,285,557,366,057 | fraud_Cummings Group | grocery_net | 6.2 | Mary | Williams | F | 00315 Ashley Valleys | Burrton | KS | 67,020 | 38.0261 | -97.6666 | 1,689 | Gaffer | 1997-11-18 | 9b5bdc85d124d9218716047b349684e7 | 1,371,263,241 | 37.711024 | -98.000866 | 0 |
1,279,043 | 2020-06-15 02:27:38 | 4,488,258,847,705,225,700 | fraud_Flatley Group | misc_pos | 3.15 | Jessica | Shaw | F | 5745 Blair Locks | West Columbia | SC | 29,170 | 33.9568 | -81.1405 | 52,126 | Chemical engineer | 1929-08-23 | 3a49be1717da1f58ac52d2dd569c7bf2 | 1,371,263,258 | 33.086343 | -80.607415 | 0 |
1,279,044 | 2020-06-15 02:27:40 | 377,895,991,033,232 | fraud_Thiel-Thiel | entertainment | 169.28 | Kimberly | Myers | F | 6881 King Isle Suite 228 | Higganum | CT | 6,441 | 41.4682 | -72.5751 | 5,438 | Librarian, academic | 1964-11-17 | c755e048cb66f9c4c7d4be4d1a1395f8 | 1,371,263,260 | 41.315621 | -72.061772 | 0 |
1,279,045 | 2020-06-15 02:27:42 | 345,832,460,465,610 | fraud_Abernathy and Sons | food_dining | 68.21 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | f8cb5fad2f54ce3c418ea6b93bb1353f | 1,371,263,262 | 39.417056 | -77.630696 | 0 |
1,279,046 | 2020-06-15 02:29:14 | 3,513,618,443,244,549 | fraud_Hills-Witting | shopping_net | 2.52 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | 3eab4206d59f728720913585dbac792f | 1,371,263,354 | 44.736297 | -98.520563 | 0 |
1,279,047 | 2020-06-15 02:30:01 | 30,270,432,095,985 | fraud_Schaefer, Maggio and Daugherty | gas_transport | 45.32 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 779b92a462bfbdb069f25293304820c2 | 1,371,263,401 | 41.05092 | -91.529399 | 0 |
1,279,048 | 2020-06-15 02:30:23 | 4,760,122,961,662 | fraud_Marks Inc | gas_transport | 81.19 | Robert | Jordan | M | 4602 Lopez Glens Suite 900 | Arcadia | OH | 44,804 | 41.1116 | -83.502 | 1,202 | Curator | 1933-03-01 | b6340193c4bfec1f887f4043aeec535f | 1,371,263,423 | 40.577802 | -84.302919 | 0 |
1,279,049 | 2020-06-15 02:30:45 | 4,683,638,447,911 | fraud_Bogisich Inc | grocery_pos | 95.08 | Daniel | Boyd | M | 8925 Nicholas Points | Egan | LA | 70,531 | 30.251 | -92.5002 | 1,261 | Broadcast presenter | 1972-07-01 | 322a6668a6354e13f4cd34a46db77bbe | 1,371,263,445 | 31.250712 | -92.267367 | 0 |
1,279,050 | 2020-06-15 02:30:59 | 213,180,742,685,905 | fraud_Heidenreich PLC | grocery_pos | 135.06 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 11e65bf6231ec58124d978a3dc98db62 | 1,371,263,459 | 40.882283 | -123.604529 | 0 |
1,279,051 | 2020-06-15 02:31:02 | 213,199,865,312,311 | fraud_Okuneva, Schneider and Rau | shopping_pos | 6.52 | Christopher | Miller | M | 493 Fitzgerald Fields Suite 454 | Varnell | GA | 30,756 | 34.9298 | -84.9885 | 74 | Pensions consultant | 1944-05-14 | 0f3fe1e1d71b52ed4a46c9666c4e254c | 1,371,263,462 | 33.996552 | -84.11248 | 0 |
1,279,052 | 2020-06-15 02:31:21 | 3,560,336,828,629,935 | fraud_Welch Inc | misc_net | 1.95 | Christopher | White | M | 13613 Hammond Ferry | Clutier | IA | 52,217 | 42.0789 | -92.3763 | 590 | Embryologist, clinical | 1953-03-30 | 06c2e75c9ba00b5a2895f347e0ae4080 | 1,371,263,481 | 41.417483 | -92.988432 | 0 |
1,279,053 | 2020-06-15 02:32:32 | 4,334,230,547,694,630 | fraud_Rodriguez Group | gas_transport | 60.84 | Scott | Martin | M | 7483 Navarro Flats | Freedom | WY | 83,120 | 43.0172 | -111.0292 | 471 | Education officer, museum | 1967-08-02 | 3a91a311517cccba367ef6da4dda75c5 | 1,371,263,552 | 43.238854 | -110.371659 | 0 |
1,279,054 | 2020-06-15 02:32:40 | 377,895,991,033,232 | fraud_Schaefer, McGlynn and Bosco | gas_transport | 83.68 | Kimberly | Myers | F | 6881 King Isle Suite 228 | Higganum | CT | 6,441 | 41.4682 | -72.5751 | 5,438 | Librarian, academic | 1964-11-17 | 082607c00dd795e7a63df26b3af4a184 | 1,371,263,560 | 41.950526 | -73.213491 | 0 |
1,279,055 | 2020-06-15 02:32:59 | 4,364,010,865,167,176 | fraud_Hills-Olson | grocery_net | 30.05 | Gary | Martinez | M | 03512 Jackson Ports | Reno | NV | 89,512 | 39.5483 | -119.7957 | 276,896 | Immunologist | 1997-03-12 | 601174417bf6ed09967957f200b482ef | 1,371,263,579 | 38.894284 | -120.16164 | 0 |
1,279,056 | 2020-06-15 02:33:11 | 2,713,913,904,780,408 | fraud_Buckridge PLC | misc_pos | 179.96 | Jacqueline | Howard | F | 4511 Choi Lock | Delhi | LA | 71,232 | 32.3929 | -91.4714 | 6,581 | Multimedia programmer | 1964-02-13 | e57c0af0c86a879b6ad833d45cb5a843 | 1,371,263,591 | 33.166568 | -91.038881 | 0 |
1,279,057 | 2020-06-15 02:33:18 | 6,011,388,901,471,808 | fraud_Connelly, Reichert and Fritsch | gas_transport | 80.99 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | 3de6df5502f53711a2324d07bfa8950c | 1,371,263,598 | 39.149766 | -79.77045 | 0 |
1,279,058 | 2020-06-15 02:34:00 | 3,564,839,259,330,465 | fraud_Schmeler Inc | misc_pos | 1.65 | 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 | e23d8e0861ebf2c8bcf7ddcd89774bf4 | 1,371,263,640 | 38.570733 | -121.889524 | 0 |
1,279,059 | 2020-06-15 02:34:19 | 4,658,490,815,480,264 | fraud_Boehm, Predovic and Reinger | misc_pos | 10.18 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | af9b72e83adbaddd2773597e103396cb | 1,371,263,659 | 40.83937 | -79.162771 | 0 |
1,279,060 | 2020-06-15 02:35:23 | 180,036,456,789,979 | fraud_Hudson-Ratke | grocery_pos | 105.13 | Mackenzie | Salazar | F | 982 Melissa Lock | Bagley | WI | 53,801 | 42.9207 | -91.0685 | 878 | Risk analyst | 1974-11-20 | d6148be9803e942b7355fc8dc7195c89 | 1,371,263,723 | 42.988294 | -90.716637 | 0 |
1,279,061 | 2020-06-15 02:35:29 | 2,268,221,587,779,419 | fraud_Spinka Inc | grocery_net | 42.02 | Peggy | Berry | F | 517 Vasquez Lodge | Vancouver | WA | 98,665 | 45.6892 | -122.6616 | 299,480 | Teaching laboratory technician | 1985-01-02 | e6e50b2e2d2077108ac6a18530e24de3 | 1,371,263,729 | 46.060513 | -123.032267 | 0 |
1,279,062 | 2020-06-15 02:36:20 | 378,904,938,837,132 | fraud_Robel, Cummerata and Prosacco | gas_transport | 38.92 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | aa7175534ab19ac4b26d29d355340312 | 1,371,263,780 | 35.68406 | -98.316132 | 0 |
1,279,063 | 2020-06-15 02:36:21 | 4,467,456,915,153,312,300 | fraud_Hickle Group | shopping_pos | 4.39 | Rita | Myers | F | 75703 Hernandez Corner Suite 348 | Tampa | FL | 33,620 | 28.06 | -82.4079 | 717,255 | Waste management officer | 1966-09-16 | e4f3bc86785de0c79b4628560fa53184 | 1,371,263,781 | 28.782042 | -81.623529 | 0 |
1,279,064 | 2020-06-15 02:36:30 | 3,560,697,798,177,746 | fraud_Osinski, Ledner and Leuschke | grocery_pos | 71.13 | Matthew | Young | M | 8840 Miller Port Suite 645 | Indian Wells | CA | 92,210 | 33.7163 | -116.3381 | 4,677 | Learning mentor | 1955-05-06 | fa3fae13d74b9e354b27c2566d4eae48 | 1,371,263,790 | 32.738208 | -116.40308 | 0 |
1,279,065 | 2020-06-15 02:36:32 | 4,570,636,521,433,188 | fraud_Tromp, Kerluke and Glover | grocery_net | 52.08 | Christine | Leblanc | F | 5097 Jodi Vista Suite 811 | Deltona | FL | 32,725 | 28.8989 | -81.2473 | 88,735 | Commercial horticulturist | 1988-04-09 | 335d016b09cb64f37d3f6fed0f7f6b45 | 1,371,263,792 | 28.395024 | -82.19077 | 0 |
1,279,066 | 2020-06-15 02:36:41 | 375,082,648,741,747 | fraud_Huels-Nolan | gas_transport | 55.82 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | b2ecc5a04d5c13b4e6cb7145f11d6a5c | 1,371,263,801 | 47.89646 | -97.181628 | 0 |
1,279,067 | 2020-06-15 02:36:42 | 3,565,423,334,076,143 | fraud_Thiel-Thiel | entertainment | 42.42 | Nathan | Thomas | M | 4923 Campbell Pines Suite 717 | Carlisle | IN | 47,838 | 38.9763 | -87.3667 | 4,081 | Energy engineer | 1938-03-15 | bb1dae7e08419c49d3690bfda5f76ab1 | 1,371,263,802 | 38.767105 | -88.337685 | 0 |
1,279,068 | 2020-06-15 02:37:40 | 676,281,772,837 | fraud_Ankunding LLC | shopping_net | 90.38 | Alicia | Bishop | F | 222 Freeman Islands | Whigham | GA | 39,897 | 30.8836 | -84.3246 | 3,430 | Editor, commissioning | 1950-03-25 | 5c9dcda3925b0139ba64247e76f83b3b | 1,371,263,860 | 31.785401 | -85.138955 | 0 |
1,279,069 | 2020-06-15 02:38:03 | 3,513,618,443,244,549 | fraud_Block Group | misc_pos | 33.78 | Amber | Perez | F | 954 Reyes Ways | Fulton | SD | 57,340 | 43.7588 | -97.8712 | 355 | Financial adviser | 1955-06-26 | 609cdb6272947c37a2de2fbaaeba5291 | 1,371,263,883 | 44.481473 | -97.129643 | 0 |
1,279,070 | 2020-06-15 02:38:13 | 3,577,578,023,716,568 | fraud_Bailey-Morar | grocery_pos | 188.1 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 196b4274923a0624427f5fdfe0d6f3d9 | 1,371,263,893 | 40.958371 | -80.723332 | 0 |
1,279,071 | 2020-06-15 02:38:19 | 5,456,712,664,803,820 | fraud_Bins-Rice | gas_transport | 70.8 | Pamela | Matthews | F | 36659 Smith Club Apt. 080 | Llano | NM | 87,543 | 36.1486 | -105.6648 | 247 | Architectural technologist | 1961-10-24 | ae92dc50a08493e66a28eb35ebbc36d4 | 1,371,263,899 | 37.054616 | -106.308956 | 0 |
1,279,072 | 2020-06-15 02:38:49 | 3,581,130,339,108,561 | fraud_Macejkovic-Lesch | shopping_pos | 5.74 | Gregory | Wood | M | 622 Robert Summit | Akron | OH | 44,307 | 41.0695 | -81.5488 | 272,134 | Call centre manager | 1964-03-15 | cb8580fd46316b22cd8295a2c35036ef | 1,371,263,929 | 42.034837 | -81.17385 | 0 |
1,279,073 | 2020-06-15 02:39:17 | 6,011,492,816,282,597 | fraud_Bednar Group | misc_net | 127.06 | Gary | Barnes | M | 2970 Flores Brooks | Smackover | AR | 71,762 | 33.3398 | -92.7442 | 2,501 | Financial adviser | 1986-06-11 | 109e4b742bff916ea4d968cc40827e17 | 1,371,263,957 | 34.198124 | -93.486588 | 0 |
1,279,074 | 2020-06-15 02:40:10 | 4,481,131,401,752 | fraud_Kutch-Hegmann | grocery_net | 52 | Frank | Foster | M | 37910 Ward Lights | Shrewsbury | MA | 1,545 | 42.2848 | -71.7205 | 35,299 | English as a second language teacher | 1975-04-30 | 61961d337ed16ae9e8030d35a46088e7 | 1,371,264,010 | 42.959148 | -70.911176 | 0 |
1,279,075 | 2020-06-15 02:40:22 | 213,174,467,670,432 | fraud_Conroy Ltd | shopping_pos | 139.33 | James | Bishop | M | 7055 Fernandez Estates Apt. 676 | Cecilton | MD | 21,913 | 39.4015 | -75.8654 | 663 | Podiatrist | 1969-01-14 | 4aedbe67c66b03a38c0d534ae44a4983 | 1,371,264,022 | 40.142736 | -76.407328 | 0 |
1,279,076 | 2020-06-15 02:40:48 | 501,882,822,387 | fraud_Pouros-Haag | shopping_pos | 3.95 | Melissa | Phillips | F | 5069 Scott Pass Apt. 654 | Meadville | MS | 39,653 | 31.4285 | -90.8578 | 2,799 | Therapist, horticultural | 1961-01-21 | 4aeaca43cb05e6c2341eab52965531f0 | 1,371,264,048 | 31.964508 | -90.233228 | 0 |
1,279,077 | 2020-06-15 02:41:01 | 372,520,049,757,633 | fraud_Murray Ltd | grocery_net | 1.69 | Lori | Ramirez | F | 4293 Ramirez Squares | Ranier | MN | 56,668 | 48.6031 | -93.2977 | 136 | Ceramics designer | 2000-02-20 | 70373b91d025af9770d05202eb17c2cd | 1,371,264,061 | 48.945294 | -93.540152 | 0 |
1,279,078 | 2020-06-15 02:41:17 | 379,897,244,598,068 | fraud_Abbott-Rogahn | entertainment | 34.28 | Frank | Key | M | 5537 Jessica Plaza | Pewee Valley | KY | 40,056 | 38.3039 | -85.4834 | 3,263 | Stage manager | 1930-02-28 | 55593201f0897be5694d40155d2bfc52 | 1,371,264,077 | 37.83348 | -85.835655 | 0 |
1,279,079 | 2020-06-15 02:41:18 | 2,229,378,226,512,508 | fraud_Pacocha-O'Reilly | grocery_pos | 121.65 | Thomas | Hale | M | 949 Smith Parkway | Cazenovia | WI | 53,924 | 43.4987 | -90.2796 | 1,360 | Occupational hygienist | 1984-11-06 | d44db49f6ae0d57c6f138a87132147ee | 1,371,264,078 | 43.443728 | -90.975475 | 0 |
1,279,080 | 2020-06-15 02:41:26 | 4,952,583,804,639,909 | fraud_Boyer-Reichert | shopping_net | 6.65 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | 30b63d62c5f3cf223de9738980eaed34 | 1,371,264,086 | 40.723631 | -79.896415 | 0 |
1,279,081 | 2020-06-15 02:41:29 | 4,124,536,010,991,657 | fraud_Metz-Boehm | shopping_pos | 1.23 | Sydney | Montoya | F | 265 Christian Summit Suite 231 | Fairhope | AL | 36,532 | 30.5012 | -87.8835 | 27,829 | Presenter, broadcasting | 1954-07-21 | b11d54a9b42da4de2e08d9c82f1636e9 | 1,371,264,089 | 30.883084 | -88.617468 | 0 |
1,279,082 | 2020-06-15 02:41:53 | 213,180,742,685,905 | fraud_Rohan, White and Aufderhar | misc_net | 7.42 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 3cf8c5bddcf6780aa7094a384d7d218f | 1,371,264,113 | 41.37381 | -123.134616 | 0 |
1,279,083 | 2020-06-15 02:42:22 | 4,956,828,990,005,111,000 | fraud_Ledner-Pfannerstill | gas_transport | 53.12 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | c54f52e6e197b232d82ca97f50d08cf9 | 1,371,264,142 | 41.326866 | -73.353305 | 0 |
1,279,084 | 2020-06-15 02:42:48 | 3,585,052,663,373,890 | fraud_Kozey-Boehm | shopping_net | 6.08 | Jeffery | Brown | M | 296 Maria Street | West Eaton | NY | 13,484 | 42.8546 | -75.6605 | 176 | Science writer | 1963-12-28 | fc4d51a0c7f826855ced0c313abf85b8 | 1,371,264,168 | 43.441731 | -75.240543 | 0 |
1,279,085 | 2020-06-15 02:43:26 | 30,290,551,782,700 | fraud_Stehr, Jewess and Schimmel | misc_net | 4.65 | John | Clarke | M | 27909 Peter Motorway | Cadiz | KY | 42,211 | 36.802 | -87.8286 | 13,422 | Commissioning editor | 1961-09-03 | f550d0c77acd3a55c877e5fa5bae4e45 | 1,371,264,206 | 37.727367 | -87.079791 | 0 |
1,279,086 | 2020-06-15 02:43:49 | 4,005,676,619,255,478 | fraud_Schmitt Inc | gas_transport | 77.12 | William | Perry | M | 458 Phillips Island Apt. 768 | Denham Springs | LA | 70,726 | 30.459 | -90.9027 | 71,335 | Herbalist | 1994-05-31 | 88b3db8510da191b34dd3ccb255d7b8c | 1,371,264,229 | 29.767336 | -91.613776 | 0 |
1,279,087 | 2020-06-15 02:43:57 | 372,509,258,176,510 | fraud_Bogisich Inc | grocery_pos | 225.66 | Kristen | Hanson | F | 26544 Andrea Glen | Goodrich | MI | 48,438 | 42.9147 | -83.4845 | 6,951 | Learning disability nurse | 1985-06-18 | 5d9c0c666f202210e156b942103828e2 | 1,371,264,237 | 43.613108 | -84.295553 | 0 |
1,279,088 | 2020-06-15 02:44:00 | 3,558,881,852,140,592 | fraud_Bins-Rice | gas_transport | 71.89 | Christopher | Holt | M | 05597 Michael Spurs | Parks | AZ | 86,018 | 35.2563 | -111.95 | 759 | Geologist, engineering | 1957-03-28 | 312d704a0ca4576e917f438f408b25de | 1,371,264,240 | 34.677908 | -112.206594 | 0 |
1,279,089 | 2020-06-15 02:45:11 | 60,422,928,733 | fraud_Barrows PLC | shopping_pos | 8.85 | Jeffrey | Powers | M | 38352 Parrish Road Apt. 652 | North Augusta | SC | 29,860 | 33.6028 | -81.9748 | 46,944 | Secondary school teacher | 1942-04-02 | bec91419966aaa2f7459f56e6483d4a4 | 1,371,264,311 | 33.650302 | -81.699337 | 0 |
1,279,090 | 2020-06-15 02:45:17 | 581,293,083,266 | fraud_Kuhn LLC | shopping_pos | 150.32 | William | Thomas | M | 39227 Mcpherson Shoals | Lahoma | OK | 73,754 | 36.385 | -98.0727 | 1,078 | Podiatrist | 1989-10-06 | 4e5136a98a64911b2cbc807ca3ea4fac | 1,371,264,317 | 37.058483 | -97.587241 | 0 |
1,279,091 | 2020-06-15 02:45:31 | 4,319,584,480,204,989,000 | fraud_Price Inc | shopping_net | 115.33 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 287f5d6d7f07b788d5fd18b3a79e1bad | 1,371,264,331 | 36.857957 | -81.871607 | 0 |
1,279,092 | 2020-06-15 02:45:43 | 375,767,678,113,375 | fraud_Stanton, Jakubowski and Baumbach | shopping_net | 1.65 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | 8965ab1b9d2a8b319dc6758b4398989a | 1,371,264,343 | 38.64247 | -78.415982 | 0 |
1,279,093 | 2020-06-15 02:45:50 | 3,576,144,910,346,950 | fraud_Erdman-Kertzmann | gas_transport | 40.75 | Thomas | Payne | M | 9455 Kathleen Brook Apt. 651 | Huslia | AK | 99,746 | 65.6899 | -156.292 | 277 | Engineer, civil (consulting) | 1965-11-06 | bc906cdb1c595dde11b11657bfab882b | 1,371,264,350 | 65.684357 | -156.493941 | 0 |
1,279,094 | 2020-06-15 02:46:22 | 342,952,484,382,519 | fraud_Torp-Labadie | gas_transport | 54.82 | Kayla | Jones | F | 6033 Young Track Suite 804 | East Canaan | CT | 6,024 | 42.0158 | -73.2913 | 647 | Comptroller | 1987-09-26 | 04134f5c840b6f30cf66873c855bd18f | 1,371,264,382 | 42.99008 | -73.126585 | 0 |
1,279,095 | 2020-06-15 02:46:40 | 4,670,613,943,676,271 | fraud_Koepp-Parker | grocery_pos | 81.54 | Bianca | Novak | F | 0953 David Skyway | Cuthbert | GA | 39,840 | 31.7706 | -84.7936 | 5,726 | Fitness centre manager | 1947-08-14 | dc592b54c9295c07ac6ba3521acc4334 | 1,371,264,400 | 32.187306 | -84.23338 | 0 |
1,279,096 | 2020-06-15 02:47:36 | 375,767,678,113,375 | fraud_Boehm, Predovic and Reinger | misc_pos | 7.93 | Christopher | Patterson | M | 16744 Campbell Wall Apt. 372 | Timberville | VA | 22,853 | 38.6476 | -78.7717 | 4,367 | Waste management officer | 1962-04-12 | 1491e47d6fb5eec737bca017d3e0ff93 | 1,371,264,456 | 38.461724 | -79.013208 | 0 |
1,279,097 | 2020-06-15 02:47:37 | 4,306,586,894,261,180 | fraud_Conroy Ltd | shopping_pos | 2.05 | Renee | Walls | F | 86542 Jessica Fords Apt. 706 | Veedersburg | IN | 47,987 | 40.1186 | -87.2602 | 4,049 | Development worker, community | 1959-10-19 | ada8e714f26ac20df4fefaeb0c7bb3be | 1,371,264,457 | 40.338501 | -86.906972 | 0 |
1,279,098 | 2020-06-15 02:49:24 | 377,895,991,033,232 | fraud_Welch Inc | misc_net | 6.51 | Kimberly | Myers | F | 6881 King Isle Suite 228 | Higganum | CT | 6,441 | 41.4682 | -72.5751 | 5,438 | Librarian, academic | 1964-11-17 | 07796b2b593ed5ae926946626f479f87 | 1,371,264,564 | 41.810453 | -72.429313 | 0 |
1,279,099 | 2020-06-15 02:49:59 | 345,832,460,465,610 | fraud_Kuhn LLC | misc_net | 1.39 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | 69d7ee24f143c1306369dc1858a4e972 | 1,371,264,599 | 38.24249 | -77.223548 | 0 |
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