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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,272,500 | 2020-06-12 19:06:29 | 3,523,898,249,167,098 | fraud_Kub-Heaney | health_fitness | 54.65 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 41f4f605f283806a6629ade70a5ce53e | 1,371,063,989 | 40.112565 | -73.826626 | 0 |
1,272,501 | 2020-06-12 19:07:13 | 4,104,312,520,615,374 | fraud_Pollich LLC | home | 76.19 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 464a8d00bc1cf46895d0066c28084044 | 1,371,064,033 | 34.045816 | -117.077725 | 0 |
1,272,502 | 2020-06-12 19:09:23 | 4,102,003,771,126,577,700 | fraud_Streich, Rolfson and Wilderman | kids_pets | 87.84 | William | Fitzgerald | M | 715 Courtney Pike Suite 932 | Keller | TX | 76,248 | 32.9276 | -97.2489 | 95,035 | Probation officer | 1987-06-13 | 0207c8f9b0f3fdfcd9a1458ca8b2f86e | 1,371,064,163 | 33.327691 | -96.437217 | 0 |
1,272,503 | 2020-06-12 19:09:42 | 4,822,367,783,500,458 | fraud_Armstrong, Walter and Gottlieb | food_dining | 4.61 | Christopher | Farrell | M | 97070 Anderson Land | Haines City | FL | 33,844 | 28.0758 | -81.5929 | 33,804 | Exercise physiologist | 1991-01-01 | 8d5be8ba3d699a4551752a04a16bd221 | 1,371,064,182 | 28.294159 | -81.407069 | 0 |
1,272,504 | 2020-06-12 19:09:49 | 3,576,431,665,303,017 | fraud_Erdman-Schaden | personal_care | 136.42 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | 4f484e2412d9ce37ca060b6fea0885cd | 1,371,064,189 | 34.446616 | -112.663587 | 0 |
1,272,505 | 2020-06-12 19:09:50 | 4,060,579,726,528,237 | fraud_Streich, Rolfson and Wilderman | kids_pets | 25.1 | Steven | Sanders | M | 25955 Amy Via | Ozawkie | KS | 66,070 | 39.2136 | -95.4404 | 2,661 | Theatre director | 1948-11-14 | 417204f88edcfc68388d3a3899deb529 | 1,371,064,190 | 38.76725 | -94.631529 | 0 |
1,272,506 | 2020-06-12 19:11:56 | 4,642,894,980,163 | fraud_Bins-Tillman | entertainment | 101.89 | Eddie | Mendez | M | 1831 Faith View Suite 653 | Clarinda | IA | 51,632 | 40.7491 | -95.038 | 7,297 | IT trainer | 1990-07-13 | 92a7a0080721d9e90c41d9936c61cda2 | 1,371,064,316 | 40.723335 | -95.248484 | 0 |
1,272,507 | 2020-06-12 19:13:17 | 3,543,299,015,720,986 | fraud_Pacocha-Bauch | shopping_pos | 41.42 | Angela | White | F | 137 Adam Dale | Lebanon | VA | 24,266 | 36.8809 | -82.0956 | 9,521 | Teacher, English as a foreign language | 1977-10-19 | 165628118e15ec56e42b186205920cd3 | 1,371,064,397 | 36.408008 | -82.916329 | 0 |
1,272,508 | 2020-06-12 19:13:59 | 3,521,417,320,836,166 | fraud_Brown Inc | kids_pets | 64.76 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | 59897bc399273b7b5a42d188dcb991a6 | 1,371,064,439 | 40.092193 | -86.904834 | 0 |
1,272,509 | 2020-06-12 19:14:02 | 6,011,109,736,646,996 | fraud_Witting, Beer and Ernser | home | 13.29 | Rebecca | Erickson | F | 594 Berry Lights Apt. 392 | Wilmington | NC | 28,405 | 34.2651 | -77.867 | 186,140 | English as a second language teacher | 1983-02-08 | de1edf3f070b1dd838c779be906d7d0d | 1,371,064,442 | 34.024645 | -78.377783 | 0 |
1,272,510 | 2020-06-12 19:15:16 | 3,586,008,444,788,268 | fraud_McDermott, Osinski and Morar | home | 13.69 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | 38c49fac4b7883fd444bfb6e9cfbb2b7 | 1,371,064,516 | 47.993958 | -122.965517 | 0 |
1,272,511 | 2020-06-12 19:15:22 | 4,260,128,500,325 | fraud_Reinger, Weissnat and Strosin | food_dining | 1.39 | Whitney | Gallagher | F | 0374 Courtney Islands Apt. 400 | Deane | KY | 41,812 | 37.2409 | -82.7696 | 230 | Conservation officer, historic buildings | 1997-08-04 | 220f64071961662d8ee3bd747764cc6f | 1,371,064,522 | 36.653036 | -83.334234 | 0 |
1,272,512 | 2020-06-12 19:16:09 | 4,755,696,071,492 | fraud_Reinger, Weissnat and Strosin | food_dining | 5.5 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | c389bac801f5fe4955fd5943f877bb10 | 1,371,064,569 | 32.063728 | -97.015014 | 0 |
1,272,513 | 2020-06-12 19:17:05 | 3,568,736,585,751,727 | fraud_Nienow PLC | entertainment | 83.16 | Thomas | Cross | M | 7566 Thompson Creek Apt. 827 | Elkhart | IA | 50,073 | 41.8114 | -93.4855 | 1,195 | Trading standards officer | 1974-03-13 | a4372e030968eb8978a993de109643d2 | 1,371,064,625 | 41.159232 | -93.698621 | 0 |
1,272,514 | 2020-06-12 19:17:06 | 3,557,442,674,264,531 | fraud_Turner, Ruecker and Parisian | misc_pos | 71.21 | Angela | Edwards | F | 486 Wilkins Pines | Lithopolis | OH | 43,136 | 39.8013 | -82.8125 | 460 | Lecturer, higher education | 2004-06-19 | e18fe09074c61b735d5eb64565b73abb | 1,371,064,626 | 40.369078 | -82.307227 | 0 |
1,272,515 | 2020-06-12 19:18:04 | 630,441,765,090 | fraud_Yost, Schamberger and Windler | kids_pets | 97.51 | Susan | Washington | F | 759 Erin Mount Suite 956 | May | TX | 76,857 | 31.9571 | -98.9656 | 1,791 | Corporate investment banker | 1965-07-26 | 21608581152a26f1b7279ce004737e05 | 1,371,064,684 | 32.284527 | -99.018819 | 0 |
1,272,516 | 2020-06-12 19:18:06 | 378,858,024,506,425 | fraud_Moore, Williamson and Emmerich | home | 335.89 | Debra | Eaton | F | 72743 Brian Run | Paradise Valley | AZ | 85,253 | 33.5494 | -111.9565 | 17,047 | Building surveyor | 1935-01-29 | 547f04f83d6598f0bf93c73840052eed | 1,371,064,686 | 33.268232 | -111.094436 | 0 |
1,272,517 | 2020-06-12 19:18:08 | 4,755,696,071,492 | fraud_Marvin-Lind | personal_care | 14 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 6da03a729ac41b1a7f245f26e8f8814f | 1,371,064,688 | 32.777995 | -95.982304 | 0 |
1,272,518 | 2020-06-12 19:20:38 | 4,464,457,352,619 | fraud_Streich Ltd | home | 85.53 | Breanna | Rodriguez | F | 118 Cabrera Springs Apt. 105 | Lanark Village | FL | 32,323 | 29.8826 | -84.5964 | 217 | Television production assistant | 1990-01-24 | a421200b725260238c817343ad735c40 | 1,371,064,838 | 30.585081 | -85.256156 | 0 |
1,272,519 | 2020-06-12 19:20:40 | 3,586,008,444,788,268 | fraud_Streich, Rolfson and Wilderman | kids_pets | 58.31 | Crystal | Fuller | F | 000 Jennifer Mills | Issaquah | WA | 98,027 | 47.4974 | -122.0107 | 50,489 | Osteopath | 1984-02-29 | d69be78c10eda5bc7448f1660b72f6df | 1,371,064,840 | 46.739236 | -122.229392 | 0 |
1,272,520 | 2020-06-12 19:21:00 | 4,328,928,491,302,401 | fraud_Fahey Inc | kids_pets | 165.94 | Margaret | Ray | F | 927 Cummings Manor Suite 318 | Greendale | WI | 53,129 | 42.9373 | -87.9943 | 13,973 | Logistics and distribution manager | 1981-05-06 | c47b9c8859b460b9056e79a9d3581e9e | 1,371,064,860 | 42.347512 | -88.148119 | 0 |
1,272,521 | 2020-06-12 19:21:05 | 30,501,624,614,310 | fraud_Thiel-Thiel | entertainment | 63.04 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | dc270796b0bbd0e9c201713e51292eb4 | 1,371,064,865 | 33.540115 | -81.560808 | 0 |
1,272,522 | 2020-06-12 19:22:13 | 370,818,583,810,103 | fraud_Roberts-Beahan | misc_pos | 7.46 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | 1802662ab9486cb1e4cd19166ef54035 | 1,371,064,933 | 38.967646 | -78.194574 | 0 |
1,272,523 | 2020-06-12 19:22:19 | 4,981,132,848,794 | fraud_Runolfsdottir, Mueller and Hand | entertainment | 172.44 | Joseph | Spencer | M | 7854 Stephanie Island Suite 788 | Holloway | OH | 43,985 | 40.0113 | -80.9701 | 128 | Child psychotherapist | 1946-04-03 | 0588d9996b8dfb3dbbfe8f5f857c6816 | 1,371,064,939 | 40.786469 | -80.218449 | 0 |
1,272,524 | 2020-06-12 19:22:29 | 3,541,160,328,600,277 | fraud_Block-Parisian | misc_net | 169.65 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 8579a70275e2dc19f3efe0566da79f13 | 1,371,064,949 | 40.438948 | -89.357535 | 0 |
1,272,525 | 2020-06-12 19:23:24 | 3,567,527,758,368,741 | fraud_Kling-Ernser | entertainment | 33.21 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 9247308253ecf4dd1ea1a03fe8a28446 | 1,371,065,004 | 31.730268 | -100.652987 | 0 |
1,272,526 | 2020-06-12 19:24:15 | 213,153,151,785,052 | fraud_Graham and Sons | health_fitness | 99.69 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 8b9a1085c6ae479ff645c31dc76396cf | 1,371,065,055 | 45.149331 | -90.519012 | 0 |
1,272,527 | 2020-06-12 19:24:15 | 213,141,712,584,544 | fraud_Bechtelar-Rippin | food_dining | 74.1 | Margaret | Curtis | F | 742 Oneill Shore | Florence | MS | 39,073 | 32.153 | -90.1217 | 19,685 | Fine artist | 1984-12-24 | 511cce507d0a0f7d9dc4a147414a41c5 | 1,371,065,055 | 31.974509 | -91.104827 | 0 |
1,272,528 | 2020-06-12 19:24:36 | 371,034,293,500,716 | fraud_Schroeder Group | health_fitness | 32.12 | Jeremy | Jones | M | 5758 Yates Center | Vinton | CA | 96,135 | 40.0235 | -120.7986 | 128 | Education administrator | 1966-02-21 | 953cdc73c6c8607a8b550b9a47f5e209 | 1,371,065,076 | 40.704993 | -120.382232 | 0 |
1,272,529 | 2020-06-12 19:26:36 | 3,559,679,414,981,506 | fraud_Witting, Beer and Ernser | home | 47.47 | Olivia | Stephenson | F | 292 Cassidy Oval | Lowville | NY | 13,367 | 43.7893 | -75.4156 | 8,830 | Theme park manager | 1991-03-29 | 08b60ae2a5ec05bdee32b9d888c33a3a | 1,371,065,196 | 44.165423 | -74.499637 | 0 |
1,272,530 | 2020-06-12 19:27:17 | 30,234,966,027,947 | fraud_Streich, Rolfson and Wilderman | kids_pets | 78.11 | Matthew | Lambert | M | 7188 Melissa Crest Apt. 151 | New Holstein | WI | 53,061 | 43.9446 | -88.0911 | 5,196 | Child psychotherapist | 1978-01-22 | b17cb3bc517ea6d0a4cd8869db2abfd4 | 1,371,065,237 | 43.008091 | -88.587314 | 0 |
1,272,531 | 2020-06-12 19:27:51 | 6,544,734,391,390,261 | fraud_Mayert Group | shopping_pos | 976.96 | John | Myers | M | 701 Wilson Divide | Highland | IN | 46,322 | 41.55 | -87.4569 | 23,727 | Community arts worker | 1982-02-08 | 5cad82973f24756d24aba94585a3b971 | 1,371,065,271 | 41.920243 | -88.00105 | 0 |
1,272,532 | 2020-06-12 19:28:54 | 2,356,276,337,669,917 | fraud_Zboncak, Rowe and Murazik | shopping_net | 6.06 | Benjamin | Harris | M | 0881 Lori Pines | Chester | MD | 21,619 | 38.9583 | -76.2842 | 5,848 | Paediatric nurse | 1981-02-15 | 96ca5f3d112e6f53b9a274ccc00a925d | 1,371,065,334 | 39.670457 | -75.657655 | 0 |
1,272,533 | 2020-06-12 19:29:05 | 30,235,268,718,158 | fraud_Kihn, Brakus and Goyette | personal_care | 12.94 | Kenneth | Doyle | M | 8614 Reed Glen | West Harrison | NY | 10,604 | 41.0592 | -73.7395 | 11,250 | Lexicographer | 1977-08-16 | 8a31a9c8a7735af7cfa8a744a47d1015 | 1,371,065,345 | 40.249387 | -73.413079 | 0 |
1,272,534 | 2020-06-12 19:29:13 | 4,378,993,458,389,626 | fraud_Osinski Inc | personal_care | 42.94 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 2b2306b9854ea83f7c8aa71f39b98b6d | 1,371,065,353 | 44.883337 | -72.049863 | 0 |
1,272,535 | 2020-06-12 19:29:25 | 4,997,733,566,924,489 | fraud_Kozey-McDermott | travel | 3.99 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | 68e7d4c0467ae03177d1865c7474c34c | 1,371,065,365 | 44.939654 | -93.574413 | 0 |
1,272,536 | 2020-06-12 19:30:06 | 501,899,453,424 | fraud_Ritchie, Oberbrunner and Cremin | travel | 3.12 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 62af9af9357c0b67c47d539fe4fed245 | 1,371,065,406 | 34.109463 | -85.706746 | 0 |
1,272,537 | 2020-06-12 19:30:43 | 3,541,160,328,600,277 | fraud_Sporer-Keebler | personal_care | 143.4 | Jason | Singh | M | 4720 Anna Ways | Murrayville | IL | 62,668 | 39.5723 | -90.2379 | 1,512 | Commercial/residential surveyor | 2003-05-07 | 63baedcfa242ed6ef24060e4f40bd00a | 1,371,065,443 | 40.074329 | -91.122887 | 0 |
1,272,538 | 2020-06-12 19:31:39 | 3,587,960,728,692,500 | fraud_Kris-Padberg | shopping_pos | 176.15 | 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 | b3954d9ea3652121f14a560b111bfcc9 | 1,371,065,499 | 42.502988 | -96.117749 | 0 |
1,272,539 | 2020-06-12 19:31:54 | 3,517,527,805,128,735 | fraud_Pouros-Conroy | shopping_pos | 197.24 | Tracy | Conway | F | 6778 Campos Field | Bonfield | IL | 60,913 | 41.1573 | -88.0619 | 1,617 | Medical secretary | 1990-04-25 | 5173b67f7290c675c10bace6cc26383c | 1,371,065,514 | 41.1206 | -88.50566 | 0 |
1,272,540 | 2020-06-12 19:33:16 | 4,265,776,278,887,457 | fraud_Altenwerth-Kilback | home | 251.75 | Christine | Best | F | 68248 Deanna Land | Enola | AR | 72,047 | 35.2087 | -92.2123 | 969 | Physicist, medical | 1954-01-05 | 436a0f3b90d92dcbc97e3979b4d16186 | 1,371,065,596 | 35.831331 | -92.794985 | 0 |
1,272,541 | 2020-06-12 19:33:33 | 630,423,337,322 | fraud_Lind-Buckridge | entertainment | 43.17 | Stephanie | Gill | F | 43039 Riley Greens Suite 393 | Orient | WA | 99,160 | 48.8878 | -118.2105 | 149 | Special educational needs teacher | 1978-06-21 | 2e2609fcb2d74952918081955b8de718 | 1,371,065,613 | 49.172558 | -117.962514 | 0 |
1,272,542 | 2020-06-12 19:34:51 | 3,587,044,315,915,002 | fraud_Schaefer Ltd | kids_pets | 55.64 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | f0621ef4372559b45258fd27edbfbd4c | 1,371,065,691 | 34.721941 | -89.05153 | 0 |
1,272,543 | 2020-06-12 19:35:10 | 3,589,255,887,819,806 | fraud_Champlin and Sons | home | 35.43 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 0d2f36b4281f43302d25a1e0c32f9aee | 1,371,065,710 | 40.348322 | -78.561851 | 0 |
1,272,544 | 2020-06-12 19:35:38 | 6,526,777,409,109,795 | fraud_Schoen Ltd | kids_pets | 114.21 | Michael | Garner | M | 0157 Samuel Mission Suite 379 | South Richmond Hill | NY | 11,419 | 40.6868 | -73.823 | 47,211 | Site engineer | 1937-02-01 | e146bc412ff98266b0ce270fab9b4125 | 1,371,065,738 | 41.664755 | -74.070758 | 0 |
1,272,545 | 2020-06-12 19:35:48 | 3,523,898,249,167,098 | fraud_O'Reilly, Mohr and Purdy | home | 30.82 | Joshua | Carpenter | M | 04975 Allison Shoal | Bronx | NY | 10,463 | 40.8798 | -73.9067 | 1,382,480 | Therapist, drama | 1990-11-09 | 847b10f9d40757b00da0e47ffd78b419 | 1,371,065,748 | 40.415892 | -73.754571 | 0 |
1,272,546 | 2020-06-12 19:36:25 | 4,997,733,566,924,489 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 4.75 | Stephanie | Taylor | F | 598 Martin Pine Suite 365 | Saint Paul | MN | 55,128 | 44.9913 | -92.9487 | 753,116 | Fisheries officer | 1971-08-06 | a55b2ce74ba102cdc5cbf542a1dc3b60 | 1,371,065,785 | 44.625738 | -92.134155 | 0 |
1,272,547 | 2020-06-12 19:37:05 | 4,044,436,772,018,844,700 | fraud_Erdman-Ebert | personal_care | 7.41 | Amy | Abbott | F | 01505 Amy Stravenue | Dayton | OH | 45,415 | 39.8355 | -84.2613 | 479,994 | Environmental manager | 1970-11-09 | 56592d2fa9182db55ba508f0230c14e9 | 1,371,065,825 | 40.39486 | -83.508209 | 0 |
1,272,548 | 2020-06-12 19:37:26 | 5,104,807,169,438,134 | fraud_Cartwright PLC | kids_pets | 4.45 | Regina | Johnston | F | 641 Steven Mall Apt. 299 | Westhampton Beach | NY | 11,978 | 40.8295 | -72.6473 | 3,255 | Financial trader | 1978-07-08 | 51d39279fcc06766b497d0ffaac35d72 | 1,371,065,846 | 40.682922 | -71.748601 | 0 |
1,272,549 | 2020-06-12 19:37:47 | 2,288,813,824,604,479 | fraud_Gutmann, McLaughlin and Wiza | home | 27.57 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | f24d3e41c118a2c6b13a697513af4957 | 1,371,065,867 | 41.392241 | -73.74339 | 0 |
1,272,550 | 2020-06-12 19:37:49 | 3,583,793,405,872,580 | fraud_Rau-Grant | kids_pets | 52.6 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 7cafcf5a092ad64a5c9f576ba49f9fc5 | 1,371,065,869 | 35.804335 | -99.535163 | 0 |
1,272,551 | 2020-06-12 19:38:39 | 4,587,577,161,160,601 | fraud_Herzog Ltd | misc_pos | 1.67 | Tina | Lawrence | F | 12444 Jacob Pines | Nobleboro | ME | 4,555 | 44.0943 | -69.4828 | 1,643 | Financial trader | 1976-04-12 | c5d672e4c3c2364666f6a377d96b3798 | 1,371,065,919 | 43.200322 | -68.73056 | 0 |
1,272,552 | 2020-06-12 19:39:12 | 4,736,845,434,667,908,000 | fraud_Gleason and Sons | kids_pets | 31.13 | Toni | Gomez | F | 062 Carl Dam | Altona | NY | 12,910 | 44.8816 | -73.6408 | 2,148 | Surveyor, land/geomatics | 1953-05-23 | 210070dade15da55d1ff0c109aa5df16 | 1,371,065,952 | 45.700335 | -74.442796 | 0 |
1,272,553 | 2020-06-12 19:39:30 | 4,992,346,398,065,154,000 | fraud_Gottlieb Group | kids_pets | 1.78 | Benjamin | Kim | M | 920 Patrick Light | Mc Nabb | IL | 61,335 | 41.173 | -89.2187 | 532 | Audiological scientist | 1956-01-09 | 85d4545bfec3787ce0dac83b1a5515b0 | 1,371,065,970 | 41.812761 | -89.508378 | 0 |
1,272,554 | 2020-06-12 19:39:39 | 6,011,366,578,560,244 | fraud_Hermiston, Pacocha and Smith | health_fitness | 92.95 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | c9ffa03b3fa98e1d492ee338932591bb | 1,371,065,979 | 40.653648 | -78.42759 | 0 |
1,272,555 | 2020-06-12 19:40:01 | 4,956,828,990,005,111,000 | fraud_Cremin, Hamill and Reichel | misc_pos | 23.25 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | f8e90c6c4f4a276077246fdcbe54927b | 1,371,066,001 | 40.479364 | -73.442721 | 0 |
1,272,556 | 2020-06-12 19:40:54 | 3,589,255,887,819,806 | fraud_Kutch-Wilderman | home | 103.02 | David | Miller | M | 622 Bradley Knoll Apt. 758 | Hancock | MD | 21,750 | 39.6991 | -78.1762 | 3,766 | Press photographer | 1984-02-14 | 160a58a1f4f464500a39143a43aa98e0 | 1,371,066,054 | 40.433235 | -78.864449 | 0 |
1,272,557 | 2020-06-12 19:42:07 | 6,596,735,789,587,928 | fraud_Brown, Homenick and Lesch | health_fitness | 7.54 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | 68c8dd0f3e2a5f7efd72a6f96fe4f3ed | 1,371,066,127 | 45.252243 | -93.267416 | 0 |
1,272,558 | 2020-06-12 19:42:17 | 4,191,109,180,926,792 | fraud_O'Reilly, Mohr and Purdy | home | 39.91 | Jennifer | Spencer | F | 477 Wheeler Burg | Amanda | OH | 43,102 | 39.6251 | -82.7552 | 4,512 | Farm manager | 1992-10-03 | 25470230abaacf73417104c2b6afeb71 | 1,371,066,137 | 39.046011 | -82.913055 | 0 |
1,272,559 | 2020-06-12 19:42:18 | 4,716,561,796,955,522 | fraud_Kub PLC | personal_care | 1.43 | Lauren | Anderson | F | 11014 Chad Lake Apt. 573 | Heart Butte | MT | 59,448 | 48.2777 | -112.8456 | 743 | Water engineer | 1972-05-04 | b96c8d562647f075c7747a2008863260 | 1,371,066,138 | 47.633025 | -113.360482 | 0 |
1,272,560 | 2020-06-12 19:43:53 | 3,553,629,419,254,918 | fraud_Bins-Howell | personal_care | 6.13 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 05d5b3903c67c3228a7c66e623a233b4 | 1,371,066,233 | 47.758094 | -122.386974 | 0 |
1,272,561 | 2020-06-12 19:44:24 | 213,180,742,685,905 | fraud_Langosh, Wintheiser and Hyatt | food_dining | 92.17 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | 772449f6855b50e1eb4773fb997cc063 | 1,371,066,264 | 41.200765 | -124.1066 | 0 |
1,272,562 | 2020-06-12 19:45:14 | 3,562,679,455,732,797 | fraud_Schmidt-Larkin | home | 93.97 | Amanda | Jones | F | 7320 Jennifer Forges | Queenstown | MD | 21,658 | 39.0026 | -76.1424 | 3,862 | Maintenance engineer | 1962-12-06 | c4a3354ff044ff82570547f01110919a | 1,371,066,314 | 38.951833 | -75.97106 | 0 |
1,272,563 | 2020-06-12 19:45:36 | 4,003,771,737,807,706 | fraud_McDermott, Osinski and Morar | home | 56.86 | Danielle | Hayden | F | 03368 Michelle Trail | Gregory | AR | 72,059 | 35.1791 | -91.2594 | 37 | Lecturer, further education | 1958-01-01 | 301fb35940a7da291b7204c5b644a737 | 1,371,066,336 | 35.891169 | -92.187361 | 0 |
1,272,564 | 2020-06-12 19:46:01 | 6,011,542,681,743,618 | fraud_Bernhard, Grant and Langworth | shopping_pos | 8.7 | Emily | Hall | F | 8851 Reese Neck | Basye | VA | 22,810 | 38.8089 | -78.7776 | 863 | Engineer, mining | 1972-08-09 | e919627355b3bfba670c6741108a008f | 1,371,066,361 | 39.691143 | -79.729329 | 0 |
1,272,565 | 2020-06-12 19:46:05 | 4,003,989,662,068,504 | fraud_Durgan, Gislason and Spencer | home | 126.54 | Chris | White | M | 98897 Bennett Lodge | Bessemer | AL | 35,022 | 33.3224 | -86.9657 | 71,463 | Radio broadcast assistant | 1989-02-08 | 8271a8064a56e863414f60321a8aeca8 | 1,371,066,365 | 34.008154 | -86.331389 | 0 |
1,272,566 | 2020-06-12 19:46:34 | 6,011,305,591,981,276 | fraud_Erdman-Schaden | personal_care | 11.32 | Daniel | Jones | M | 290 Kathryn Fall | Huntsville | AL | 35,803 | 34.6205 | -86.551 | 190,178 | Engineer, automotive | 1959-06-06 | 84584e503dd00abdeeaf4dfb09af880b | 1,371,066,394 | 35.275919 | -86.623886 | 0 |
1,272,567 | 2020-06-12 19:47:20 | 3,560,318,482,131,952 | fraud_Collier LLC | home | 48.04 | William | Skinner | M | 524 Wu Spurs Suite 894 | Mount Hope | AL | 35,651 | 34.4793 | -87.4769 | 1,312 | Librarian, academic | 1955-02-01 | ce9682dff5f8e97e41ca0892d9814f2d | 1,371,066,440 | 33.759862 | -86.829527 | 0 |
1,272,568 | 2020-06-12 19:48:13 | 6,011,693,194,885,790 | fraud_Johns Inc | entertainment | 6.28 | Victoria | Fleming | F | 2807 Parker Station Suite 080 | Stanchfield | MN | 55,080 | 45.6675 | -93.2433 | 2,607 | Lecturer, further education | 1995-12-04 | 003f7e9ca08fceab6905243631c5168b | 1,371,066,493 | 45.299034 | -93.756369 | 0 |
1,272,569 | 2020-06-12 19:48:15 | 4,503,101,193,493,053,000 | fraud_Mante, Luettgen and Hackett | health_fitness | 109.91 | Katherine | Tucker | F | 670 Le Meadows Suite 250 | Lakeland | FL | 33,811 | 27.9865 | -82.0139 | 237,282 | Clothing/textile technologist | 1979-07-03 | 300eed95d01156e0dec63f78a65fb941 | 1,371,066,495 | 28.626303 | -82.539038 | 0 |
1,272,570 | 2020-06-12 19:48:55 | 213,126,662,687,660 | fraud_Cormier, Stracke and Thiel | entertainment | 62.24 | Christopher | Luna | M | 242 Brian Mountain | Laredo | TX | 78,040 | 27.5155 | -99.4986 | 248,858 | Video editor | 1971-01-28 | 37b86a000a0f8c9113bb214aab6ece97 | 1,371,066,535 | 27.281082 | -99.775882 | 0 |
1,272,571 | 2020-06-12 19:49:09 | 38,052,002,992,326 | fraud_Morissette PLC | shopping_pos | 6.31 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | 9239016262c22b46dbe6f9416872adac | 1,371,066,549 | 29.428826 | -94.198151 | 0 |
1,272,572 | 2020-06-12 19:49:21 | 4,951,647,200,979,051 | fraud_Bins-Tillman | entertainment | 70.33 | Kimberly | Miller | F | 75533 Tamara Valleys | Logan | IL | 62,856 | 37.9943 | -88.9417 | 324 | Scientist, research (physical sciences) | 1976-06-15 | 49e49e5210be3ffa7cb455a2825487f8 | 1,371,066,561 | 38.207232 | -89.09245 | 0 |
1,272,573 | 2020-06-12 19:50:45 | 6,011,197,122,270,059 | fraud_Hauck, Dietrich and Funk | kids_pets | 120.96 | Vincent | Ward | M | 06730 Joshua Isle Suite 555 | North Brookfield | MA | 1,535 | 42.2665 | -72.0821 | 4,680 | Field seismologist | 1986-04-03 | e44a6d577bb8277f48c41e591ee14b10 | 1,371,066,645 | 42.665624 | -71.38078 | 0 |
1,272,574 | 2020-06-12 19:51:22 | 213,178,765,398,315 | fraud_Schoen-Quigley | kids_pets | 8.91 | Alan | Colon | M | 748 Bryan Fields Suite 935 | Riverton | WY | 82,501 | 43.0351 | -108.2024 | 19,408 | Lecturer, higher education | 1993-09-11 | c68e3e33e07e242d405069c4c4877877 | 1,371,066,682 | 43.17153 | -108.835634 | 0 |
1,272,575 | 2020-06-12 19:52:36 | 4,223,708,906,367,574,000 | fraud_Kutch-Wilderman | home | 72.43 | Adam | Riddle | M | 27718 Mason Bypass | Mount Saint Joseph | OH | 45,051 | 39.0965 | -84.6431 | 177 | Exhibition designer | 1974-05-30 | fd022b93d015adf21e16a13fd03cf5c3 | 1,371,066,756 | 38.208208 | -84.357421 | 0 |
1,272,576 | 2020-06-12 19:52:58 | 3,553,629,419,254,918 | fraud_Torphy-Goyette | shopping_pos | 1.19 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 03993daca0cf6e7723f34898edd81a3d | 1,371,066,778 | 48.333513 | -122.371741 | 0 |
1,272,577 | 2020-06-12 19:53:28 | 6,011,366,578,560,244 | fraud_Donnelly LLC | entertainment | 16.94 | Adam | Stark | M | 0912 Mark Fields Apt. 080 | Mc Veytown | PA | 17,051 | 40.5046 | -77.7186 | 4,653 | Nutritional therapist | 1997-07-01 | 5f7e8e10a65bdba0afd1079f5005cfbc | 1,371,066,808 | 40.503917 | -77.629052 | 0 |
1,272,578 | 2020-06-12 19:54:22 | 6,534,628,260,579,800 | fraud_Weber, Thiel and Hammes | kids_pets | 8.08 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | cbebee3ac6835586576e6807d7edac73 | 1,371,066,862 | 44.605065 | -73.776268 | 0 |
1,272,579 | 2020-06-12 19:54:52 | 4,099,707,841,315,751 | fraud_Terry, Johns and Bins | misc_pos | 447.87 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | a8430ff0c2d8a2a6057c3a0a1aada7c5 | 1,371,066,892 | 38.611957 | -79.25039 | 0 |
1,272,580 | 2020-06-12 19:55:09 | 4,294,040,533,480,516 | fraud_Jacobi and Sons | shopping_pos | 8.92 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 9e31a7a8ae4872d49141dc4b05c01139 | 1,371,066,909 | 32.613991 | -82.689258 | 0 |
1,272,581 | 2020-06-12 19:55:19 | 3,500,969,075,198,072 | fraud_Haley Group | misc_pos | 69.95 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | e19ebc054f24060159a38f54975bfe2e | 1,371,066,919 | 46.713886 | -116.236548 | 0 |
1,272,582 | 2020-06-12 19:55:27 | 343,819,048,608,995 | fraud_Weber, Thiel and Hammes | kids_pets | 67.81 | Shelby | Cannon | F | 1535 Ryan Burgs Suite 919 | Des Moines | IA | 50,312 | 41.5855 | -93.6719 | 222,785 | Wellsite geologist | 1956-01-24 | f0c2be1fa720a37347edaf865dc54e2a | 1,371,066,927 | 41.719751 | -94.50119 | 0 |
1,272,583 | 2020-06-12 19:55:51 | 4,089,096,483,689,733,600 | fraud_Cole, Hills and Jewess | home | 321.94 | Debra | Stark | F | 686 Linda Rest | Kilgore | TX | 75,662 | 32.3836 | -94.8653 | 24,536 | Multimedia programmer | 1983-10-14 | 6208421185286d0a6bd0a09b1f4b91ef | 1,371,066,951 | 31.524232 | -95.559476 | 0 |
1,272,584 | 2020-06-12 19:56:21 | 4,198,470,814,557 | fraud_Koss, McLaughlin and Mayer | food_dining | 5.6 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | 6b5d3daa7ca6729662afe8f54e2ddb98 | 1,371,066,981 | 42.436469 | -95.084245 | 0 |
1,272,585 | 2020-06-12 19:56:42 | 6,011,399,591,920,186 | fraud_Roob, Conn and Tremblay | shopping_pos | 3.8 | Maria | Roy | F | 58665 Nicholas Ford Suite 348 | Sheffield | MA | 1,257 | 42.1001 | -73.3611 | 2,121 | Radio producer | 1973-10-14 | f91a5e776702d92c694a6b6e979b37f7 | 1,371,067,002 | 42.027407 | -73.384827 | 0 |
1,272,586 | 2020-06-12 19:57:00 | 4,348,786,085,525,522 | fraud_Kutch-Ferry | home | 85.16 | John | Nichols | M | 862 Anderson Highway | Bryant | WI | 54,418 | 45.203 | -88.9983 | 1,080 | Information systems manager | 1979-01-08 | e325e563db627fdefcdbfc2d85509c47 | 1,371,067,020 | 46.155738 | -89.638948 | 0 |
1,272,587 | 2020-06-12 19:57:03 | 213,161,293,389,774 | fraud_Torp, Muller and Borer | health_fitness | 3.93 | Catherine | Weber | F | 74890 Rodriguez Springs Apt. 540 | West Henrietta | NY | 14,586 | 43.0397 | -77.6871 | 10,256 | Teacher, primary school | 1968-06-24 | 170a964587264b6e25041945dd1a49aa | 1,371,067,023 | 42.967134 | -77.050719 | 0 |
1,272,588 | 2020-06-12 19:58:28 | 30,407,675,418,785 | fraud_Torphy-Goyette | shopping_pos | 9.85 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | 242f979029d87a77e3c52ecc014c64ec | 1,371,067,108 | 42.855274 | -76.271824 | 0 |
1,272,589 | 2020-06-12 19:59:06 | 3,559,160,581,764,413 | fraud_Graham, Hegmann and Hammes | food_dining | 58.34 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 78593dcde369c35bf12d849cc4f4ad78 | 1,371,067,146 | 43.139582 | -77.756069 | 0 |
1,272,590 | 2020-06-12 19:59:21 | 3,525,668,150,756,629 | fraud_Ziemann-Waters | health_fitness | 77.38 | Christopher | Choi | M | 04611 Sandra Spring Suite 059 | Rumely | MI | 49,826 | 46.3481 | -87.0436 | 137 | Film/video editor | 1990-08-13 | 0070a58da61913b85fe0bbb8b3fb598a | 1,371,067,161 | 45.581315 | -86.055719 | 0 |
1,272,591 | 2020-06-12 19:59:22 | 4,312,133,045,694,601,000 | fraud_Rau-Grant | kids_pets | 7.88 | Julian | Price | M | 086 Pierce Cove | Pikesville | MD | 21,208 | 39.3764 | -76.729 | 33,917 | Company secretary | 1977-06-12 | 4b4da5f59bde4cadf36ee998545573ea | 1,371,067,162 | 39.310551 | -76.079536 | 0 |
1,272,592 | 2020-06-12 19:59:26 | 4,158,008,602,445 | fraud_Schroeder Group | health_fitness | 73.49 | Alicia | Miller | F | 976 Hubbard Lodge | Randolph | MN | 55,065 | 44.5274 | -93.0196 | 1,201 | Barrister | 1979-12-27 | 126f5f0fa433f0cb0442102e61390f12 | 1,371,067,166 | 43.901867 | -93.607245 | 0 |
1,272,593 | 2020-06-12 20:00:18 | 36,078,114,201,167 | fraud_Kulas Group | health_fitness | 7.62 | Christopher | Horn | M | 956 Sanchez Highway | Mallie | KY | 41,836 | 37.2692 | -82.9161 | 798 | Facilities manager | 1926-06-26 | 4420d551fcc8d88d6ddd2990fc808b08 | 1,371,067,218 | 37.775586 | -82.170063 | 0 |
1,272,594 | 2020-06-12 20:00:26 | 4,710,792,708,725,663 | fraud_Turner, Ziemann and Lehner | food_dining | 9.53 | Justin | Bell | M | 954 Green Wall | Churubusco | IN | 46,723 | 41.229 | -85.3244 | 7,692 | Research officer, trade union | 1986-12-13 | 0bf766b99d02e76e67573348e877b225 | 1,371,067,226 | 41.435352 | -84.68068 | 0 |
1,272,595 | 2020-06-12 20:01:12 | 3,587,044,315,915,002 | fraud_Greenholt Ltd | health_fitness | 75.35 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | 0670b8cc821d2df37ada9fa1ba92fe8f | 1,371,067,272 | 35.410113 | -88.17729 | 0 |
1,272,596 | 2020-06-12 20:02:28 | 30,376,238,035,123 | fraud_Morissette LLC | entertainment | 27.98 | Cynthia | Davis | F | 7177 Steven Forges | Sixes | OR | 97,476 | 42.825 | -124.4409 | 217 | Retail merchandiser | 1928-10-01 | d789e6cac197a2dd14772e4873a5b823 | 1,371,067,348 | 41.96697 | -123.449886 | 0 |
1,272,597 | 2020-06-12 20:02:34 | 630,424,987,505 | fraud_Abbott-Steuber | personal_care | 34.38 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 9dafa6501b7c643021e0cc4a4535dfe3 | 1,371,067,354 | 38.80895 | -80.441171 | 0 |
1,272,598 | 2020-06-12 20:04:26 | 3,583,793,405,872,580 | fraud_Bode-Rempel | kids_pets | 5.4 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | aaee9676f6984c40052aa0ef339bf22a | 1,371,067,466 | 35.046157 | -99.376004 | 0 |
1,272,599 | 2020-06-12 20:06:04 | 377,993,105,397,617 | fraud_Dooley Inc | shopping_pos | 90.5 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | cd109d63928d9e11077ed7e6e7f43948 | 1,371,067,564 | 43.959152 | -87.573066 | 0 |
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