Unnamed: 0 int64 | trans_date_trans_time string | cc_num int64 | merchant string | category string | amt float64 | first string | last string | gender string | street string | city string | state string | zip int64 | lat float64 | long float64 | city_pop int64 | job string | dob string | trans_num string | unix_time int64 | merch_lat float64 | merch_long float64 | is_fraud int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,273,300 | 2020-06-13 03:02:39 | 3,554,818,239,968,984 | fraud_Lemke-Gutmann | shopping_net | 105.02 | Cory | Thomas | M | 6458 Roberson Alley | Williamsburg | MO | 63,388 | 38.8874 | -91.7689 | 710 | Glass blower/designer | 1970-09-27 | 05a6474e1e6b1778e07bbee67d5adf8c | 1,371,092,559 | 38.52257 | -91.970733 | 0 |
1,273,301 | 2020-06-13 03:02:45 | 6,524,376,634,971,418 | fraud_Friesen-D'Amore | gas_transport | 116.77 | Jasmine | Foster | F | 954 White Alley Apt. 251 | Phil Campbell | AL | 35,581 | 34.347 | -87.7154 | 5,778 | Engineer, aeronautical | 1952-12-05 | 62c382f6f999e40b3b965cba7e60d8cb | 1,371,092,565 | 33.639858 | -87.589019 | 0 |
1,273,302 | 2020-06-13 03:03:42 | 3,525,668,150,756,629 | fraud_Gerlach Inc | shopping_net | 92.17 | Christopher | Choi | M | 04611 Sandra Spring Suite 059 | Rumely | MI | 49,826 | 46.3481 | -87.0436 | 137 | Film/video editor | 1990-08-13 | 1114b2c2a330c6cb534dd937ce751194 | 1,371,092,622 | 46.885023 | -86.839602 | 0 |
1,273,303 | 2020-06-13 03:04:44 | 4,509,922,033,272,157 | fraud_Bernhard Inc | gas_transport | 51.33 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | cb61ecb2a1db52bddd3eaf0b7d8593b2 | 1,371,092,684 | 43.315276 | -98.088936 | 0 |
1,273,304 | 2020-06-13 03:06:54 | 180,017,442,990,269 | fraud_Olson, Becker and Koch | gas_transport | 60.25 | Michelle | Anderson | F | 28311 Dennis Trace | Albany | NY | 12,222 | 42.6853 | -73.8253 | 151,022 | Designer, textile | 1939-06-01 | 64fd25f33d7ce62104a95d9adb13645a | 1,371,092,814 | 42.390987 | -74.266094 | 0 |
1,273,305 | 2020-06-13 03:07:06 | 4,998,109,455,173,950 | fraud_DuBuque LLC | grocery_pos | 201.46 | Mary | Pruitt | F | 2819 Luke Greens Suite 563 | Kansas City | MO | 64,114 | 38.9621 | -94.5959 | 545,147 | Counsellor | 1987-11-18 | b394999896dc7d0c88544deb0d3c6b8f | 1,371,092,826 | 39.672792 | -95.188745 | 0 |
1,273,306 | 2020-06-13 03:07:44 | 180,064,817,343,047 | fraud_Cole PLC | grocery_pos | 120.49 | Patricia | Gonzalez | F | 8973 Mark Drive | Stephensport | KY | 40,170 | 37.9048 | -86.524 | 344 | Chartered public finance accountant | 1967-03-30 | b7dbbeee4ed2172870136a166f9aa097 | 1,371,092,864 | 37.619183 | -86.568689 | 0 |
1,273,307 | 2020-06-13 03:07:53 | 3,518,758,680,062,249 | fraud_Vandervort-Funk | grocery_pos | 58.7 | Antonio | Koch | M | 8738 Richard Brooks | Moab | UT | 84,532 | 38.5677 | -109.5271 | 9,772 | Location manager | 1989-11-24 | 98ff87012b0530a94f55bc2156b2b3fd | 1,371,092,873 | 39.270074 | -110.169477 | 0 |
1,273,308 | 2020-06-13 03:10:12 | 676,173,792,455 | fraud_Kilback and Sons | entertainment | 49.49 | Brittany | Cox | F | 07177 William Dale Apt. 547 | Santa Monica | CA | 90,403 | 34.0287 | -118.4924 | 92,043 | Civil engineer, contracting | 1961-04-25 | 81a4e2f4ebcdfaf36aa7922a96eed086 | 1,371,093,012 | 33.802085 | -118.076996 | 0 |
1,273,309 | 2020-06-13 03:11:47 | 502,038,091,380 | fraud_Kohler, Lindgren and Koelpin | grocery_net | 46.84 | Kurt | Peters | M | 7290 Ashlee Keys | Kissee Mills | MO | 65,680 | 36.6704 | -93.0377 | 1,201 | Engineer, agricultural | 1980-03-18 | aa6b0276ff1a100db0a218f51df19b65 | 1,371,093,107 | 36.467136 | -93.917406 | 0 |
1,273,310 | 2020-06-13 03:12:09 | 213,161,293,389,774 | fraud_Parisian and Sons | gas_transport | 82.93 | 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 | c832582e208ea7e9c4862cf8a6107476 | 1,371,093,129 | 42.165958 | -78.121734 | 0 |
1,273,311 | 2020-06-13 03:12:49 | 4,979,422,371,139,333 | fraud_Eichmann-Russel | misc_pos | 1.64 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | fe553fc25f99493d14067728449fb14a | 1,371,093,169 | 40.851305 | -99.303744 | 0 |
1,273,312 | 2020-06-13 03:13:07 | 4,657,269,323,674,365 | fraud_Cummerata-Hilpert | entertainment | 52.95 | Alicia | Mitchell | F | 125 Kristen Dale | Grand Ridge | FL | 32,442 | 30.7148 | -85.021 | 3,699 | Art gallery manager | 1948-09-07 | 8044ff094f355cf85e6b0dbb4088bbc8 | 1,371,093,187 | 29.876126 | -85.922677 | 0 |
1,273,313 | 2020-06-13 03:13:38 | 6,554,245,334,757,802 | fraud_Ledner-Pfannerstill | gas_transport | 62.2 | Monique | Robinson | F | 07712 Marcus Divide Apt. 831 | Laguna Hills | CA | 92,637 | 33.615 | -117.7114 | 45,303 | Sales executive | 1969-12-22 | 9741b454fb2a8846947cc65f20d59219 | 1,371,093,218 | 32.859836 | -118.44332 | 0 |
1,273,314 | 2020-06-13 03:13:48 | 4,425,161,475,596,168 | fraud_Roob, Conn and Tremblay | shopping_pos | 8.02 | Brooke | Fisher | F | 815 Heather Divide Apt. 965 | San Angelo | TX | 76,905 | 31.4647 | -100.39 | 103,927 | Drilling engineer | 1962-06-27 | 4f507916bd286c1ad89f054e833ff7f9 | 1,371,093,228 | 32.303904 | -99.436459 | 0 |
1,273,315 | 2020-06-13 03:13:52 | 6,592,861,994,408,652 | fraud_Rutherford-Mertz | grocery_pos | 102.42 | Ashley | Whitehead | F | 58188 Madison Meadow Apt. 949 | Cowlesville | NY | 14,037 | 42.8112 | -78.4481 | 1,166 | Colour technologist | 1983-06-12 | f22fd4057df28c284df3cfa2cd4b635b | 1,371,093,232 | 43.058753 | -78.560995 | 0 |
1,273,316 | 2020-06-13 03:15:01 | 4,155,021,259,183,870 | fraud_Kilback LLC | grocery_pos | 105.53 | Renee | Parrish | F | 174 Jennifer Meadow Apt. 467 | Mountain Park | OK | 73,559 | 34.7032 | -98.9591 | 540 | Research scientist (life sciences) | 1983-10-12 | c67f21998a056be50a7d56a69f800d3c | 1,371,093,301 | 35.234552 | -98.901328 | 0 |
1,273,317 | 2020-06-13 03:15:57 | 3,534,718,226,968,689 | fraud_Jenkins, Hauck and Friesen | gas_transport | 35.18 | Lisa | Lopez | F | 32343 Saunders Course | Dongola | IL | 62,926 | 37.3712 | -89.1349 | 2,263 | Scientific laboratory technician | 1984-09-13 | 3e3ba4f7a718f7903304e34d7330348b | 1,371,093,357 | 37.479897 | -88.385856 | 0 |
1,273,318 | 2020-06-13 03:17:26 | 4,859,525,594,182,537 | fraud_Bogisich Inc | grocery_pos | 75.2 | Rebecca | Farley | F | 383 Long Islands | Downsville | NY | 13,755 | 42.0716 | -75.0152 | 1,228 | Psychotherapist, child | 1990-02-25 | 347e53acccfd5062b8f9966cd9db1cef | 1,371,093,446 | 42.509115 | -74.225503 | 0 |
1,273,319 | 2020-06-13 03:18:58 | 6,534,628,260,579,800 | fraud_Greenholt, Jacobi and Gleason | gas_transport | 85.81 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 726aeda5bbbe6348158a0a037d586f5c | 1,371,093,538 | 44.786187 | -73.243136 | 0 |
1,273,320 | 2020-06-13 03:20:27 | 4,890,424,426,862,857,000 | fraud_Kling Inc | gas_transport | 82.74 | Jeremy | Whitney | M | 0371 Aimee Neck Suite 856 | Sacramento | CA | 95,827 | 38.5662 | -121.3286 | 757,530 | Magazine features editor | 1979-04-30 | 3806e88ec6f4c6ccd48ce9dd33669c48 | 1,371,093,627 | 38.340041 | -120.505566 | 0 |
1,273,321 | 2020-06-13 03:21:18 | 340,953,839,692,349 | fraud_Kutch Group | grocery_net | 48.54 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | a7d465d99248d149b4cfb0b81818958f | 1,371,093,678 | 42.940704 | -82.114644 | 0 |
1,273,322 | 2020-06-13 03:21:31 | 6,538,441,737,335,434 | fraud_Rowe, Batz and Goodwin | grocery_pos | 41.54 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | dbcba78c6996346ebf69941cc76a0731 | 1,371,093,691 | 41.942503 | -81.018702 | 0 |
1,273,323 | 2020-06-13 03:21:32 | 4,956,828,990,005,111,000 | fraud_Lockman Ltd | grocery_pos | 46.84 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | 19d5247c02f7aee3187e5b66ef8d8802 | 1,371,093,692 | 40.008693 | -73.84483 | 0 |
1,273,324 | 2020-06-13 03:21:54 | 6,595,970,453,799,027 | fraud_Jast Ltd | shopping_net | 23.1 | Gina | Gomez | F | 72030 Shelton Crossing Apt. 742 | Stirling | NJ | 7,980 | 40.6774 | -74.4968 | 2,307 | Science writer | 1969-09-11 | 723f9e8a7fd37ee1ba07860627f05baa | 1,371,093,714 | 40.496368 | -75.437833 | 0 |
1,273,325 | 2020-06-13 03:22:11 | 38,199,021,865,320 | fraud_Heller, Gutmann and Zieme | grocery_pos | 101.22 | Jesse | Roberts | M | 8415 Vaughn Squares Apt. 788 | Acworth | NH | 3,601 | 43.196 | -72.3001 | 477 | Naval architect | 1988-04-15 | 4c4517bbf06c6699b25f8a1b2a69f963 | 1,371,093,731 | 43.901943 | -72.912207 | 0 |
1,273,326 | 2020-06-13 03:22:33 | 2,291,163,933,867,244 | fraud_Stroman, Hudson and Erdman | gas_transport | 77.35 | Jeff | Elliott | M | 351 Darlene Green | Columbia | SC | 29,209 | 33.9659 | -80.9355 | 333,497 | Mechanical engineer | 1968-03-19 | e1018f869b82a75adb9f37f4d74d83e6 | 1,371,093,753 | 33.017257 | -81.373173 | 0 |
1,273,327 | 2020-06-13 03:22:37 | 2,305,336,922,781,618 | fraud_Jast Ltd | shopping_net | 87.4 | Jeffrey | Rice | M | 21447 Powell Circle | Moulton | IA | 52,572 | 40.6866 | -92.6833 | 1,132 | Probation officer | 1961-02-14 | c374f91f6afb24551ba3471e4b1baa00 | 1,371,093,757 | 40.610279 | -93.439883 | 0 |
1,273,328 | 2020-06-13 03:22:44 | 6,554,245,334,757,802 | fraud_Howe PLC | entertainment | 39.37 | Monique | Robinson | F | 07712 Marcus Divide Apt. 831 | Laguna Hills | CA | 92,637 | 33.615 | -117.7114 | 45,303 | Sales executive | 1969-12-22 | 4e17c0ce1a894196eca9ec2505358aa5 | 1,371,093,764 | 34.470497 | -117.079113 | 0 |
1,273,329 | 2020-06-13 03:22:59 | 4,689,147,265,057,949,000 | fraud_Friesen-D'Amore | gas_transport | 60.93 | Steven | Brooks | M | 2622 Reynolds Isle | Manley | NE | 68,403 | 40.9207 | -96.168 | 206 | Human resources officer | 1967-10-04 | 497a8bb262fa1086c3e3fca68fcf1aa7 | 1,371,093,779 | 40.581937 | -95.275543 | 0 |
1,273,330 | 2020-06-13 03:23:36 | 3,565,423,334,076,143 | fraud_Lind, Huel and McClure | gas_transport | 65.39 | Nathan | Thomas | M | 4923 Campbell Pines Suite 717 | Carlisle | IN | 47,838 | 38.9763 | -87.3667 | 4,081 | Energy engineer | 1938-03-15 | 213bc4decce48ec6f006dc428bccdef9 | 1,371,093,816 | 38.073139 | -88.231592 | 0 |
1,273,331 | 2020-06-13 03:23:55 | 213,155,997,615,567 | fraud_Kutch and Sons | grocery_pos | 81.19 | James | Yoder | M | 83359 Lopez Point | Clune | PA | 15,727 | 40.5503 | -79.3237 | 168 | Race relations officer | 1978-10-04 | 3ec9bebafd4f586384785cd9b183e6ca | 1,371,093,835 | 40.300481 | -79.73567 | 0 |
1,273,332 | 2020-06-13 03:23:55 | 343,819,048,608,995 | fraud_Kutch and Sons | grocery_pos | 78.13 | Shelby | Cannon | F | 1535 Ryan Burgs Suite 919 | Des Moines | IA | 50,312 | 41.5855 | -93.6719 | 222,785 | Wellsite geologist | 1956-01-24 | aa63850e5d946b5183078b94e46c7fa6 | 1,371,093,835 | 40.883863 | -94.574932 | 0 |
1,273,333 | 2020-06-13 03:24:06 | 4,755,696,071,492 | fraud_Schultz, Simonis and Little | grocery_pos | 49.62 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | f9fb03e2d56ae0b2206c3d8847c17287 | 1,371,093,846 | 32.244079 | -96.233811 | 0 |
1,273,334 | 2020-06-13 03:24:18 | 4,501,449,508,569,485 | fraud_Emard Inc | gas_transport | 68.5 | Paul | Wade | M | 2306 Clark Ranch Suite 515 | Ferney | SD | 57,439 | 45.329 | -98.0837 | 52 | Bookseller | 1990-05-22 | c7d43737d6fdc968f81a5b040b48e6a3 | 1,371,093,858 | 45.815624 | -98.018055 | 0 |
1,273,335 | 2020-06-13 03:24:25 | 4,800,395,067,176,717 | fraud_Lynch Ltd | shopping_pos | 9.93 | Daniel | Owens | M | 88794 Mandy Lodge Apt. 874 | Howells | NE | 68,641 | 41.6964 | -96.9858 | 1,063 | Research scientist (maths) | 1928-04-02 | 943a8d007bfa49515fec867c30631358 | 1,371,093,865 | 41.759609 | -97.806888 | 0 |
1,273,336 | 2020-06-13 03:25:49 | 4,471,568,287,204 | fraud_Jakubowski Group | food_dining | 56.28 | Dakota | Maldonado | M | 369 Cochran Radial | Pelham | NC | 27,311 | 36.4899 | -79.4736 | 3,402 | Insurance underwriter | 1927-10-24 | 614003004d3c92545d12f08873436c4b | 1,371,093,949 | 36.086202 | -79.689296 | 0 |
1,273,337 | 2020-06-13 03:26:14 | 4,026,222,041,577 | fraud_Casper, Hand and Zulauf | grocery_pos | 170.05 | Debbie | Payne | F | 204 Ashley Neck Apt. 169 | Preston | CT | 6,365 | 41.5224 | -71.9934 | 4,720 | Broadcast presenter | 1977-05-18 | 3c5e47dca51d34642eb69f34d552c647 | 1,371,093,974 | 40.669128 | -72.72372 | 0 |
1,273,338 | 2020-06-13 03:27:02 | 4,169,388,510,116 | fraud_Marks Inc | gas_transport | 77.59 | Marcia | Molina | F | 6744 Jimmy Extensions | Port Gibson | NY | 14,537 | 43.033 | -77.1575 | 207 | Database administrator | 1962-09-27 | cd41905ba8b9eb6787f15e78862b1641 | 1,371,094,022 | 42.65569 | -77.812468 | 0 |
1,273,339 | 2020-06-13 03:28:38 | 30,131,826,429,364 | fraud_Kiehn Inc | grocery_pos | 182.98 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 81dd029ab5dc86cd10f9950136579418 | 1,371,094,118 | 35.140718 | -84.679459 | 0 |
1,273,340 | 2020-06-13 03:29:34 | 501,899,453,424 | fraud_Streich, Hansen and Veum | gas_transport | 53.08 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 33b11010d36d4b9bb67ad1efdd5d3446 | 1,371,094,174 | 34.712976 | -86.396156 | 0 |
1,273,341 | 2020-06-13 03:29:47 | 30,143,535,920,989 | fraud_Huels-Hahn | gas_transport | 44.3 | Lisa | Collins | F | 44197 Jeffrey Port Suite 050 | Bridgeport | NJ | 8,014 | 39.8016 | -75.3478 | 504 | Engineer, control and instrumentation | 1980-08-17 | e98a8c9a7d9923a0a2d589f853e1c56e | 1,371,094,187 | 39.772597 | -75.732368 | 0 |
1,273,342 | 2020-06-13 03:30:10 | 3,567,879,740,649,740 | fraud_Reichert, Shanahan and Hayes | shopping_net | 12.03 | Tanya | Williams | F | 566 Megan Well | Brownville | NY | 13,615 | 44.0577 | -76.0196 | 1,271 | Producer, radio | 1958-08-14 | 06abeeb9f3fd448b428726497f23abe3 | 1,371,094,210 | 44.369083 | -75.16187 | 0 |
1,273,343 | 2020-06-13 03:31:23 | 30,263,540,414,123 | fraud_Terry-Huel | shopping_net | 1.83 | Erik | Patterson | M | 162 Jessica Row Apt. 072 | Hatch | UT | 84,735 | 37.7175 | -112.4777 | 258 | Geoscientist | 1961-11-24 | 14f8a326cf62c55f49844564b23f8a17 | 1,371,094,283 | 38.285338 | -112.893577 | 0 |
1,273,344 | 2020-06-13 03:32:14 | 4,099,707,841,315,751 | fraud_Cummings LLC | gas_transport | 73.13 | James | Stephens | M | 1166 Castillo Mountains | Ruckersville | VA | 22,968 | 38.2586 | -78.4074 | 9,815 | Designer, ceramics/pottery | 1975-07-07 | b22ae1213a78c8ac593a58607c1d8118 | 1,371,094,334 | 38.714498 | -79.110081 | 0 |
1,273,345 | 2020-06-13 03:32:56 | 4,311,368,326,621,416,000 | fraud_Huel, Hammes and Witting | grocery_pos | 126.49 | Phillip | Delacruz | M | 26678 Lisa Locks Apt. 904 | Iliff | CO | 80,736 | 40.7692 | -103.0968 | 648 | Community arts worker | 1969-09-21 | 4a82484967252230207dae1eb731faa1 | 1,371,094,376 | 41.461506 | -103.885371 | 0 |
1,273,346 | 2020-06-13 03:34:16 | 213,113,028,819,344 | fraud_Morissette PLC | shopping_pos | 77.67 | Melanie | Jimenez | F | 77944 Daniels Valley Suite 921 | Camden | NY | 13,316 | 43.3392 | -75.7543 | 6,460 | Building control surveyor | 1959-09-27 | c4f80d17035c5b36167a4083cdc6a689 | 1,371,094,456 | 42.476524 | -76.630254 | 0 |
1,273,347 | 2020-06-13 03:34:18 | 375,237,305,371,366 | fraud_Maggio-Fahey | misc_pos | 13.7 | David | Erickson | M | 616 Jimenez Meadow Apt. 701 | East Rochester | NY | 14,445 | 43.1128 | -77.4906 | 8,019 | Retail buyer | 1928-06-26 | 8684ee774be71080a50923932be6f96d | 1,371,094,458 | 43.299259 | -78.012193 | 0 |
1,273,348 | 2020-06-13 03:34:52 | 3,595,192,916,105,588 | fraud_Prohaska-Murray | gas_transport | 73.16 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 67b15f9f3fb6f102f2d04416a26bee83 | 1,371,094,492 | 35.717884 | -79.648351 | 0 |
1,273,349 | 2020-06-13 03:39:08 | 4,952,583,804,639,909 | fraud_Okuneva, Schneider and Rau | shopping_pos | 5.04 | Patricia | Rodriguez | F | 386 Randolph Throughway | Warren | OH | 44,483 | 41.2639 | -80.8164 | 75,903 | Magazine features editor | 1957-04-05 | 188aa2969bc49652b9be2b9953d1b640 | 1,371,094,748 | 41.414769 | -81.099709 | 0 |
1,273,350 | 2020-06-13 03:39:49 | 4,512,828,414,983,802,000 | fraud_Bauch-Raynor | grocery_pos | 121.53 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 563194a81b270f1ef1636dadd8581bf9 | 1,371,094,789 | 39.849464 | -78.959877 | 0 |
1,273,351 | 2020-06-13 03:40:17 | 3,547,574,373,318,979 | fraud_Block Group | misc_pos | 3.52 | Jacob | Patel | M | 54822 Hill Forks | Dieterich | IL | 62,424 | 39.0319 | -88.4074 | 2,092 | Psychologist, clinical | 1962-04-30 | 606437f100f68c4532fb937834ed525d | 1,371,094,817 | 38.081057 | -88.947823 | 0 |
1,273,352 | 2020-06-13 03:40:17 | 38,052,002,992,326 | fraud_Schultz, Simonis and Little | grocery_pos | 121.03 | Anna | Logan | F | 3522 Park Wells Suite 528 | Cleveland | TX | 77,327 | 30.33 | -95.0202 | 34,153 | Building surveyor | 1995-09-11 | a37d1fde52bfa33a3f6f17c3f5a338f3 | 1,371,094,817 | 30.687581 | -95.909316 | 0 |
1,273,353 | 2020-06-13 03:40:56 | 30,270,432,095,985 | fraud_Kris-Weimann | misc_net | 1.92 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | cdb2c0e2e83a0fe4546659706f1231f9 | 1,371,094,856 | 41.074922 | -90.564996 | 0 |
1,273,354 | 2020-06-13 03:42:01 | 4,319,584,480,204,989,000 | fraud_Sporer Inc | gas_transport | 89.76 | Kathleen | Nash | F | 010 Salazar Walk | Cromona | KY | 41,810 | 37.1788 | -82.695 | 502 | Chief Financial Officer | 1960-02-01 | 0c43de5968e5c1b1b6436be29a8a0fce | 1,371,094,921 | 37.699408 | -83.211335 | 0 |
1,273,355 | 2020-06-13 03:42:41 | 345,933,964,507,467 | fraud_Hudson-Ratke | grocery_pos | 119.73 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 64b94535abc1e34d0a5d10ef424bf2b4 | 1,371,094,961 | 38.267131 | -75.62922 | 0 |
1,273,356 | 2020-06-13 03:42:48 | 3,598,215,285,024,754 | fraud_Schaefer, McGlynn and Bosco | gas_transport | 70.34 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 978ce1232f76c845e5acd6fa37a6e39e | 1,371,094,968 | 40.298292 | -73.110391 | 0 |
1,273,357 | 2020-06-13 03:42:49 | 2,356,276,337,669,917 | fraud_Hackett-Lueilwitz | grocery_pos | 54.7 | Benjamin | Harris | M | 0881 Lori Pines | Chester | MD | 21,619 | 38.9583 | -76.2842 | 5,848 | Paediatric nurse | 1981-02-15 | fee25bf222defeb2579431e26c0749fb | 1,371,094,969 | 39.069889 | -76.489781 | 0 |
1,273,358 | 2020-06-13 03:43:41 | 38,014,427,445,058 | fraud_O'Keefe-Wisoky | food_dining | 105.75 | Sonya | Jensen | F | 4470 Jillian Courts | Adams | WI | 53,910 | 43.8967 | -89.8219 | 3,508 | Sport and exercise psychologist | 1946-08-11 | 9a996599b9c517a6f3d1e975abaf4b84 | 1,371,095,021 | 44.377142 | -90.390311 | 0 |
1,273,359 | 2020-06-13 03:44:15 | 180,014,262,259,255 | fraud_Towne LLC | misc_pos | 3.48 | Brianna | Page | F | 0043 Henry Plaza | Brantley | AL | 36,009 | 31.571 | -86.2743 | 2,566 | Exercise physiologist | 1958-06-26 | ec9504a919e02f95e8befbe622577e2e | 1,371,095,055 | 31.291031 | -87.245421 | 0 |
1,273,360 | 2020-06-13 03:44:20 | 5,596,347,693,144,598 | fraud_Heidenreich PLC | grocery_pos | 101.35 | Joseph | Moody | M | 5901 Foster Pine | Kenner | LA | 70,062 | 29.9912 | -90.2479 | 68,211 | Engineer, petroleum | 1941-04-23 | 921024eb80a6c80047c11ddcad87dd76 | 1,371,095,060 | 29.796062 | -90.810847 | 0 |
1,273,361 | 2020-06-13 03:44:38 | 4,906,628,655,840,914,000 | fraud_Koepp-Parker | grocery_pos | 73.07 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | fb3e7d976e32a4e7fff5ec3d0c93bc3c | 1,371,095,078 | 24.509105 | -81.012517 | 0 |
1,273,362 | 2020-06-13 03:46:14 | 3,593,118,134,380,341 | fraud_Heller-Langosh | gas_transport | 84.24 | Laura | Casey | F | 6114 Moran Way | Steuben | ME | 4,680 | 44.4971 | -67.9503 | 1,131 | Make | 1959-05-10 | 2a57a1f3780744d9438552cba6087ecf | 1,371,095,174 | 45.074479 | -67.236001 | 0 |
1,273,363 | 2020-06-13 03:46:52 | 4,220,345,354,880 | fraud_Koss and Sons | gas_transport | 83.4 | Patrick | Torres | M | 27386 Snyder Station | Oxford | MI | 48,371 | 42.8223 | -83.2829 | 24,840 | Agricultural consultant | 1960-01-20 | 5563a80a410980e6f4ef162cb0828a88 | 1,371,095,212 | 42.597405 | -83.510985 | 0 |
1,273,364 | 2020-06-13 03:47:15 | 4,119,762,878,330,989 | fraud_Huel, Hammes and Witting | grocery_pos | 114.56 | Melinda | Gutierrez | F | 1497 West Gateway | Eureka | IL | 61,530 | 40.7152 | -89.2706 | 6,713 | Archivist | 1945-08-19 | d46ce139ec6b6ab5cc2c5844bd0f6b15 | 1,371,095,235 | 41.061332 | -89.412758 | 0 |
1,273,365 | 2020-06-13 03:47:45 | 6,593,250,708,747,804 | fraud_Huel, Hammes and Witting | grocery_pos | 237.36 | Melissa | Meza | F | 244 Abbott Parkway | Loxahatchee | FL | 33,470 | 26.7383 | -80.276 | 26,551 | Paramedic | 1977-01-04 | afda33599f0b9405cdad3fdcab369524 | 1,371,095,265 | 26.168317 | -80.816924 | 0 |
1,273,366 | 2020-06-13 03:49:42 | 6,011,388,901,471,808 | fraud_Raynor, Reinger and Hagenes | gas_transport | 51.9 | Jacqueline | Marsh | F | 950 Sheryl Spurs | Dunlevy | PA | 15,432 | 40.1151 | -79.8627 | 427 | Mining engineer | 1951-02-05 | de9f1340aa135ccd721beeb3682b2922 | 1,371,095,382 | 40.538225 | -79.558812 | 0 |
1,273,367 | 2020-06-13 03:50:17 | 639,023,984,367 | fraud_Cummings LLC | gas_transport | 41.33 | Destiny | Lowe | F | 79472 Stevens Trace Apt. 120 | Hannawa Falls | NY | 13,647 | 44.6087 | -74.9732 | 69 | Chief Executive Officer | 1991-06-05 | 9eb039ec1cb102844a5b0f295bf25259 | 1,371,095,417 | 43.769456 | -74.369989 | 0 |
1,273,368 | 2020-06-13 03:53:20 | 30,131,826,429,364 | fraud_Morar Inc | grocery_net | 50.34 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 3726bd58d52b3fbcd34c32fd2e2866f1 | 1,371,095,600 | 36.10505 | -84.989652 | 0 |
1,273,369 | 2020-06-13 03:53:49 | 4,384,910,379,661,778 | fraud_Heller, Gutmann and Zieme | grocery_pos | 80.01 | Michelle | Russell | F | 55505 Christy Via | Hawley | MN | 56,549 | 46.9777 | -96.4092 | 4,508 | Naval architect | 1949-04-24 | 6e97ead203c643174ee4e1ed44474bb5 | 1,371,095,629 | 46.211009 | -95.424991 | 0 |
1,273,370 | 2020-06-13 03:54:04 | 2,280,870,154,157,385 | fraud_Hermann-Gaylord | misc_pos | 559.43 | Katherine | Cooper | F | 3854 Lauren Springs Suite 648 | Oakford | IL | 62,673 | 40.0994 | -89.9601 | 530 | Transport planner | 1967-09-23 | dbc1c4e106c6b725295d7fb7f4b6b4ee | 1,371,095,644 | 40.778523 | -89.416265 | 0 |
1,273,371 | 2020-06-13 03:54:33 | 3,511,058,278,399,773 | fraud_Deckow-O'Conner | grocery_pos | 141.43 | Briana | Santos | F | 702 Tabitha Drive | New Goshen | IN | 47,863 | 39.5803 | -87.4616 | 205 | Engineer, mining | 1960-01-06 | 3044e12ce6a0852cf9ed4f5b0a015731 | 1,371,095,673 | 38.795001 | -87.566411 | 0 |
1,273,372 | 2020-06-13 03:54:45 | 4,128,730,454,058,057,700 | fraud_Fisher-Schowalter | shopping_net | 91.24 | Monique | Martin | F | 68276 Matthew Springs | Ratcliff | TX | 75,858 | 31.3833 | -95.0619 | 43 | Engineer, production | 1949-10-04 | d6163e13fcb1d28746979e07e43c0e31 | 1,371,095,685 | 32.149793 | -95.65619 | 0 |
1,273,373 | 2020-06-13 03:55:53 | 4,066,595,222,529 | fraud_Friesen-Stamm | gas_transport | 33.94 | Jamie | Olson | F | 3423 Michael Canyon Suite 276 | River | KY | 41,254 | 37.8795 | -82.7251 | 571 | Quarry manager | 1931-03-07 | 4b984c0a49c28065d054cba8096347d8 | 1,371,095,753 | 38.706933 | -83.348877 | 0 |
1,273,374 | 2020-06-13 04:00:46 | 4,383,521,454,815 | fraud_Flatley-Durgan | misc_net | 4.52 | John | Robertson | M | 209 Austin Stream Apt. 231 | Indianapolis | IN | 46,290 | 39.9347 | -86.1633 | 910,148 | Academic librarian | 1987-09-22 | 773e2751d4607c7406b92446bbcd4593 | 1,371,096,046 | 40.739678 | -85.462192 | 0 |
1,273,375 | 2020-06-13 04:01:19 | 3,577,794,103,155,425 | fraud_Bradtke PLC | grocery_pos | 102.94 | Mary | Humphrey | F | 9853 Flynn Hollow Apt. 602 | Reynolds | ND | 58,275 | 47.7068 | -97.2092 | 733 | Visual merchandiser | 1994-11-12 | 367dea5cd8a9be3ed0b28c4b78007fbc | 1,371,096,079 | 48.576206 | -96.632557 | 0 |
1,273,376 | 2020-06-13 04:01:36 | 4,423,489,490,781,412 | fraud_Casper, Hand and Zulauf | grocery_pos | 103.07 | Christopher | Ortega | M | 5045 Emily Wall | Princeton | IA | 52,768 | 41.6858 | -90.3706 | 1,426 | Agricultural consultant | 1957-03-06 | 7991751f01b8119615bd801b86a26d37 | 1,371,096,096 | 40.919935 | -91.234842 | 0 |
1,273,377 | 2020-06-13 04:03:18 | 4,810,839,835,482,794,000 | fraud_Lockman Ltd | grocery_pos | 80.83 | Carolyn | Perez | F | 433 Blake Roads Suite 967 | Wheaton | MO | 64,874 | 36.7651 | -94.0492 | 760 | Production manager | 1985-08-31 | 3ade62052822e383531c35879ce5b081 | 1,371,096,198 | 36.904986 | -94.694207 | 0 |
1,273,378 | 2020-06-13 04:05:00 | 675,990,301,623 | fraud_Vandervort-Funk | grocery_pos | 84.29 | Amanda | Spencer | F | 6682 Green Forks | Ogdensburg | NJ | 7,439 | 41.0767 | -74.5982 | 2,456 | Senior tax professional/tax inspector | 1994-03-13 | 7306c41914c7cd9af9dbac9efd859c62 | 1,371,096,300 | 40.773815 | -75.452039 | 0 |
1,273,379 | 2020-06-13 04:06:58 | 4,294,930,380,592 | fraud_Harber Inc | gas_transport | 30.13 | Misty | Rivera | F | 1980 Vasquez Manors Apt. 574 | Catawba | VA | 24,070 | 37.3696 | -80.1284 | 1,363 | Equality and diversity officer | 1940-08-23 | 2cad4258a4c393c6bc5e46a96983e440 | 1,371,096,418 | 37.155613 | -79.426422 | 0 |
1,273,380 | 2020-06-13 04:07:44 | 30,150,717,898,388 | fraud_Koepp-Witting | grocery_pos | 133.31 | Raymond | Lloyd | M | 5930 Rebecca Bridge Apt. 444 | Paint Rock | AL | 35,764 | 34.7031 | -86.3068 | 653 | Paediatric nurse | 1966-06-19 | 6571f83c0de0a6532470381123b54f59 | 1,371,096,464 | 35.126513 | -86.491817 | 0 |
1,273,381 | 2020-06-13 04:10:15 | 4,178,097,073,221,156 | fraud_Schaefer, McGlynn and Bosco | gas_transport | 74.76 | Jill | Flores | F | 639 Cruz Islands | Baroda | MI | 49,101 | 41.9488 | -86.4913 | 3,104 | Horticulturist, commercial | 1981-03-29 | bc519810091803cac3b8b19e0bea1434 | 1,371,096,615 | 42.902104 | -86.15914 | 0 |
1,273,382 | 2020-06-13 04:10:51 | 3,564,182,536,169,293 | fraud_Hills-Witting | shopping_net | 5.95 | Brenda | Johnson | F | 56160 Nicholas Isle | Norwich | OH | 43,767 | 39.9934 | -81.8024 | 1,443 | Research scientist (medical) | 1962-03-04 | 0ca3edcef6a99cf30f4dc05bc455db7e | 1,371,096,651 | 39.342833 | -81.075139 | 0 |
1,273,383 | 2020-06-13 04:11:35 | 4,497,451,418,073,897,000 | fraud_Kiehn Inc | grocery_pos | 191.02 | Elizabeth | Glover | F | 246 Stewart Green Suite 149 | West Monroe | LA | 71,291 | 32.5317 | -92.176 | 54,185 | Radiographer, diagnostic | 1992-11-20 | ffb169f84543de3a06872ace0d002e5b | 1,371,096,695 | 32.599846 | -91.907767 | 0 |
1,273,384 | 2020-06-13 04:12:13 | 4,452,366,298,769,043 | fraud_Rutherford-Mertz | grocery_pos | 141.44 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | 6f9119541db753b09f03bfacc6066038 | 1,371,096,733 | 31.47477 | -96.447399 | 0 |
1,273,385 | 2020-06-13 04:12:46 | 4,587,657,402,165,341,700 | fraud_Raynor, Feest and Miller | gas_transport | 92.58 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 97603eaa6c809b3efe4d0ee4093eb324 | 1,371,096,766 | 40.233547 | -87.553321 | 0 |
1,273,386 | 2020-06-13 04:13:15 | 4,355,790,796,238,265,000 | fraud_Goyette Inc | shopping_net | 196.7 | Tanner | Davis | M | 2632 Stevens Light Apt. 213 | Payson | IL | 62,360 | 39.8153 | -91.2627 | 1,656 | Exhibition designer | 1969-08-04 | 931e33187391a3eb8fa82911ba4e0e94 | 1,371,096,795 | 39.965062 | -90.404898 | 0 |
1,273,387 | 2020-06-13 04:14:05 | 213,114,122,496,591 | fraud_Jaskolski-Dibbert | grocery_net | 119.42 | Jeremy | Perry | M | 797 Jennifer Loop Suite 634 | Minnesota Lake | MN | 56,068 | 43.8295 | -93.8282 | 1,087 | Music tutor | 1963-07-14 | 46d25f8c31af830600ae89473df6985f | 1,371,096,845 | 43.393204 | -93.261023 | 0 |
1,273,388 | 2020-06-13 04:14:09 | 3,560,246,577,314,524 | fraud_Kerluke-Abshire | shopping_net | 4.86 | Sarah | Scott | F | 03090 Fisher Forges Apt. 200 | Wichita | KS | 67,216 | 37.6223 | -97.3136 | 409,656 | Textile designer | 1930-10-21 | 2bcc6ad10e29b63786f5abc7a33e605f | 1,371,096,849 | 36.909201 | -97.194559 | 0 |
1,273,389 | 2020-06-13 04:14:54 | 3,597,337,756,918,966 | fraud_Klein Group | entertainment | 39.1 | Linda | Gonzalez | F | 17667 Price Spur Apt. 366 | Glen Rock | PA | 17,327 | 39.7813 | -76.7477 | 7,565 | Insurance claims handler | 1952-03-08 | 3d173da5601119484c1dcecf6bd0ee0c | 1,371,096,894 | 40.362347 | -76.839053 | 0 |
1,273,390 | 2020-06-13 04:14:54 | 3,526,826,139,003,047 | fraud_Cummerata-Jones | gas_transport | 47.81 | Nathan | Massey | M | 5783 Evan Roads Apt. 465 | Falmouth | MI | 49,632 | 44.2529 | -85.017 | 1,126 | Furniture designer | 1955-07-06 | 5872fd86f865eec1d7b5cccfeaf8f460 | 1,371,096,894 | 43.303611 | -85.70089 | 0 |
1,273,391 | 2020-06-13 04:15:05 | 30,248,898,834,493 | fraud_Simonis-Prohaska | misc_pos | 5.99 | 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 | dcce325d51322d768d8a569205c07a42 | 1,371,096,905 | 31.627637 | -100.012167 | 0 |
1,273,392 | 2020-06-13 04:16:02 | 6,011,681,934,117,244 | fraud_Koepp-Witting | grocery_pos | 127.39 | Kaitlyn | Newman | F | 098 Stewart Hill | Slayden | TN | 37,165 | 36.2835 | -87.4581 | 70 | Prison officer | 1956-06-22 | b42922ddbc3f4c0e84eef3fa41bba4b2 | 1,371,096,962 | 35.978655 | -86.579198 | 0 |
1,273,393 | 2020-06-13 04:16:10 | 5,152,054,598,359,927 | fraud_Smitham-Schiller | grocery_net | 75.88 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 8da8c0be695cb42b2ef45cd149e47693 | 1,371,096,970 | 29.684872 | -89.795393 | 0 |
1,273,394 | 2020-06-13 04:16:37 | 4,633,065,159,406,313 | fraud_Harber Inc | gas_transport | 63.1 | Jasmine | Wade | F | 90662 Lewis Avenue | Providence | RI | 2,908 | 41.8383 | -71.4377 | 203,571 | Nurse, children's | 1995-11-29 | 0133d5de609cb827f7ca77678b58ef31 | 1,371,096,997 | 41.736289 | -70.440677 | 0 |
1,273,395 | 2020-06-13 04:16:51 | 213,175,487,106,448 | fraud_Hudson-Ratke | grocery_pos | 126.23 | Diane | Jackson | F | 682 Mills Way Apt. 814 | Rule | TX | 79,548 | 33.0771 | -99.959 | 932 | Physicist, medical | 1954-12-10 | 171fa08261c998932b0c147a34e770b5 | 1,371,097,011 | 34.058163 | -99.217537 | 0 |
1,273,396 | 2020-06-13 04:17:51 | 180,048,185,037,117 | fraud_Rutherford-Mertz | grocery_pos | 235.12 | Mary | Wall | F | 2481 Mills Lock | Plainfield | NJ | 7,060 | 40.6152 | -74.415 | 71,485 | Leisure centre manager | 1974-07-19 | 7e17d4dcd62018801ba3bd91cfd770ff | 1,371,097,071 | 40.203017 | -74.195858 | 0 |
1,273,397 | 2020-06-13 04:18:37 | 3,575,789,281,659,026 | fraud_Parisian and Sons | gas_transport | 46.62 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 1832ced0eaceaed363e0cafead4fa470 | 1,371,097,117 | 37.949311 | -93.943957 | 0 |
1,273,398 | 2020-06-13 04:18:51 | 213,112,402,583,773 | fraud_Schmitt Inc | gas_transport | 44.83 | Ana | Howell | F | 4664 Sanchez Common Suite 930 | Bradley | SC | 29,819 | 34.0326 | -82.2027 | 1,523 | Research scientist (physical sciences) | 1984-06-03 | e9a24372ffacfcdc8ee9f3fd3e641432 | 1,371,097,131 | 33.97826 | -82.622116 | 0 |
1,273,399 | 2020-06-13 04:18:58 | 378,904,938,837,132 | fraud_Kuvalis Ltd | gas_transport | 56.05 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | 22ce55100abe31d61beabecb643fa4d8 | 1,371,097,138 | 35.298589 | -98.641286 | 0 |
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