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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1,274,500 | 2020-06-13 16:15:04 | 3,541,687,240,161,491 | fraud_Wuckert-Goldner | home | 4.5 | Mark | Nguyen | M | 62631 Ashley Ramp Apt. 965 | Sea Island | GA | 31,561 | 31.1989 | -81.3322 | 298 | Engineer, structural | 1963-04-22 | 48311209a0802fa5c2da46b9add74827 | 1,371,140,104 | 31.934601 | -81.574841 | 0 |
1,274,501 | 2020-06-13 16:15:32 | 4,509,922,033,272,157 | fraud_Bernhard-Lesch | food_dining | 5.26 | Monica | West | F | 22084 Smith Roads Suite 776 | Hurley | SD | 57,036 | 43.2893 | -97.1904 | 811 | Neurosurgeon | 1972-03-28 | 328aedfab669cbb231f8a5baf8a36d7a | 1,371,140,132 | 44.113636 | -96.50472 | 0 |
1,274,502 | 2020-06-13 16:16:31 | 2,285,066,385,084,291 | fraud_Abbott-Rogahn | entertainment | 44.93 | Richard | Brown | M | 17819 Jose Mount Suite 657 | Heidelberg | MS | 39,439 | 31.882 | -88.9981 | 4,573 | Exhibitions officer, museum/gallery | 1988-02-15 | 745941139bf1323ab2b739134f972d85 | 1,371,140,191 | 32.384411 | -89.502308 | 0 |
1,274,503 | 2020-06-13 16:16:34 | 4,497,451,418,073,897,000 | fraud_Conroy Ltd | shopping_pos | 3.28 | Elizabeth | Glover | F | 246 Stewart Green Suite 149 | West Monroe | LA | 71,291 | 32.5317 | -92.176 | 54,185 | Radiographer, diagnostic | 1992-11-20 | d1eb3f44b71d6363fc7f8f2b94440301 | 1,371,140,194 | 31.727688 | -91.367865 | 0 |
1,274,504 | 2020-06-13 16:16:45 | 6,596,735,789,587,928 | fraud_Kozey-Kuhlman | personal_care | 48.45 | Spencer | Williams | M | 1145 Tony Drive Suite 080 | Watertown | MN | 55,388 | 44.9595 | -93.8482 | 5,619 | Licensed conveyancer | 1959-01-15 | b9ad6aea6a1851f16937534f92a4b0d9 | 1,371,140,205 | 44.047124 | -94.079885 | 0 |
1,274,505 | 2020-06-13 16:16:58 | 4,658,490,815,480,264 | fraud_Weimann-Lockman | kids_pets | 30.83 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | ccda2885f55f40137ea4fe0666f82926 | 1,371,140,218 | 39.961811 | -79.267791 | 0 |
1,274,506 | 2020-06-13 16:17:42 | 344,342,339,068,828 | fraud_Hills, Hegmann and Schaefer | health_fitness | 37.69 | Ruth | Fuller | F | 37732 Joe Courts Apt. 752 | Darien | GA | 31,305 | 31.3826 | -81.4312 | 5,989 | Tax adviser | 1967-05-05 | dada14358c6efc1296a97c16b6eecb38 | 1,371,140,262 | 31.218035 | -81.253851 | 0 |
1,274,507 | 2020-06-13 16:17:57 | 630,412,733,309 | fraud_Renner Ltd | home | 55.78 | Heather | Stanton | F | 445 Jerry Lights Apt. 081 | Republic | MI | 49,879 | 46.368 | -87.9938 | 1,038 | Armed forces training and education officer | 1964-04-22 | c5ff0dc17fdd7c1392111239bc8012c7 | 1,371,140,277 | 45.37678 | -87.848835 | 0 |
1,274,508 | 2020-06-13 16:18:50 | 2,512,312,531,485,080 | fraud_Fadel Inc | health_fitness | 11.03 | John | Mccormick | M | 79414 Clark Lakes Suite 966 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Producer, radio | 1956-10-08 | bdc8f014ac9ecab259baa53e4d2e03aa | 1,371,140,330 | 42.64073 | -82.83561 | 0 |
1,274,509 | 2020-06-13 16:20:10 | 4,497,913,965,512,794,000 | fraud_Gleason and Sons | kids_pets | 69.77 | Scott | Edwards | M | 838 Amy Street Suite 107 | Pembroke | NC | 28,372 | 34.6902 | -79.1834 | 14,783 | Hospital doctor | 1955-11-07 | ecd8420095da40b275c444a8a6c73421 | 1,371,140,410 | 34.086674 | -79.828243 | 0 |
1,274,510 | 2020-06-13 16:20:29 | 3,577,578,023,716,568 | fraud_Homenick LLC | personal_care | 40.65 | Debbie | Hughes | F | 0182 Owens Burgs Suite 480 | Diamond | OH | 44,412 | 41.0935 | -81.0425 | 2,644 | Engineer, biomedical | 1983-08-25 | 5be615d8cb46c26241b3db3b615aba56 | 1,371,140,429 | 41.189596 | -80.847143 | 0 |
1,274,511 | 2020-06-13 16:22:02 | 343,746,486,082,492 | fraud_Block Group | misc_pos | 6.65 | Jeffrey | Munoz | M | 836 Stephanie Union | Cedar | MI | 49,621 | 44.8605 | -85.8138 | 3,096 | Social research officer, government | 1975-10-11 | 3052232649dd792f20ea6c5764a4330a | 1,371,140,522 | 43.873674 | -86.041703 | 0 |
1,274,512 | 2020-06-13 16:22:34 | 3,554,849,923,339,851 | fraud_Veum-Koelpin | travel | 4.87 | John | Hudson | M | 886 Nicole Key | Stillwater | OK | 74,074 | 36.1043 | -97.0609 | 55,345 | Cabin crew | 1948-05-01 | 7b786614e46e2674cf7e337d8b873506 | 1,371,140,554 | 35.908683 | -97.226167 | 0 |
1,274,513 | 2020-06-13 16:22:40 | 4,181,833,256,558,614,000 | fraud_Bins, Balistreri and Beatty | shopping_pos | 6.16 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 3babe15b9bbac229a1cdd12a74b645e4 | 1,371,140,560 | 37.250849 | -104.803259 | 0 |
1,274,514 | 2020-06-13 16:23:42 | 630,484,879,808 | fraud_Volkman PLC | food_dining | 64.96 | Ian | Patton | M | 8088 Sherman Radial Suite 689 | Helm | CA | 93,627 | 36.4992 | -120.0936 | 123 | Early years teacher | 1973-02-07 | 6b2cfff2a101f5302fafcedd36932886 | 1,371,140,622 | 36.657473 | -121.080782 | 0 |
1,274,515 | 2020-06-13 16:24:14 | 4,294,040,533,480,516 | fraud_Marvin-Lind | personal_care | 4.41 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | b3bc98d8c40f692554af5d4b87ffdc6a | 1,371,140,654 | 34.251129 | -82.421736 | 0 |
1,274,516 | 2020-06-13 16:25:24 | 676,292,294,938 | fraud_Ledner, Hartmann and Feest | health_fitness | 43.89 | Lisa | Fitzpatrick | F | 58761 Brewer Rapids | Skytop | PA | 18,357 | 41.2336 | -75.2389 | 104 | Financial trader | 1927-08-25 | 26d6d6d9e35d74552be1c69c016d2ff5 | 1,371,140,724 | 41.572777 | -75.571171 | 0 |
1,274,517 | 2020-06-13 16:25:35 | 6,540,981,358,631,302 | fraud_Reilly LLC | home | 103.17 | Bryan | Torres | M | 152 James Centers Apt. 768 | Detroit | MI | 48,221 | 42.426 | -83.15 | 673,342 | Retail manager | 1967-06-19 | b18850af4d1d7bc6d83087cb2d55ec05 | 1,371,140,735 | 43.188369 | -82.659875 | 0 |
1,274,518 | 2020-06-13 16:25:48 | 2,233,882,705,243,596 | fraud_O'Reilly, Mohr and Purdy | home | 16.68 | Jamie | Robinson | F | 67089 Caitlin Meadow Apt. 905 | Sturgis | MS | 39,769 | 33.357 | -89.0473 | 1,923 | Medical physicist | 1960-01-16 | c1e611cc22ed73f665575fe7cf7a1c82 | 1,371,140,748 | 32.835801 | -88.085927 | 0 |
1,274,519 | 2020-06-13 16:26:16 | 3,559,160,581,764,413 | fraud_Runte-Mohr | food_dining | 65.38 | Allen | Bell | M | 70147 Amanda Fields | Saint Bonaventure | NY | 14,778 | 42.2701 | -78.6847 | 1,453 | Toxicologist | 1974-02-15 | 7ae546ba1f105cf1b2b699f448a242a9 | 1,371,140,776 | 42.867728 | -79.316088 | 0 |
1,274,520 | 2020-06-13 16:26:27 | 3,501,942,333,500,073 | fraud_Schoen-Quigley | kids_pets | 44.86 | Lori | Bishop | F | 08056 Alvarado Club Suite 699 | Phoenix | AZ | 85,086 | 33.8155 | -112.1202 | 1,312,922 | Counselling psychologist | 1999-11-30 | 4b75d706e2c7261a4e67e823077b6a12 | 1,371,140,787 | 33.999364 | -111.497758 | 0 |
1,274,521 | 2020-06-13 16:27:03 | 567,868,110,212 | fraud_Hyatt, Russel and Gleichner | health_fitness | 19.29 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 7ef81e259a12ad0569497182cc9188b8 | 1,371,140,823 | 29.802796 | -95.268715 | 0 |
1,274,522 | 2020-06-13 16:27:05 | 4,979,422,371,139,333 | fraud_Daugherty LLC | kids_pets | 43.94 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | ebcdc8e6b4fe526cd30513e5837f5413 | 1,371,140,825 | 40.877392 | -99.012077 | 0 |
1,274,523 | 2020-06-13 16:27:30 | 6,534,628,260,579,800 | fraud_Reynolds-Schinner | misc_pos | 2.5 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | 12eb363b33a1d37c62c98f9be2bb50b6 | 1,371,140,850 | 44.826492 | -73.777167 | 0 |
1,274,524 | 2020-06-13 16:27:42 | 2,720,894,374,956,739 | fraud_Schroeder Group | health_fitness | 5.74 | Audrey | Hickman | F | 3325 Gregory Square | Mount Clemens | MI | 48,043 | 42.5978 | -82.8823 | 16,305 | Psychologist, sport and exercise | 1927-05-25 | 440aa1c358198bf569d6c2f495443d72 | 1,371,140,862 | 42.591141 | -83.606247 | 0 |
1,274,525 | 2020-06-13 16:27:55 | 3,576,021,480,694,169 | fraud_Bins-Howell | personal_care | 3.86 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | 502ed1c9f5641aa112bd5690d6da8070 | 1,371,140,875 | 38.426653 | -95.369193 | 0 |
1,274,526 | 2020-06-13 16:27:58 | 630,451,534,402 | fraud_Simonis-Prohaska | misc_pos | 7.94 | Rachel | Daniels | F | 561 Little Plain Apt. 738 | Wetmore | MI | 49,895 | 46.3535 | -86.6345 | 765 | Immunologist | 1972-06-12 | 75127d2cf3c2b5566718c53d03f3420e | 1,371,140,878 | 46.736434 | -85.95155 | 0 |
1,274,527 | 2020-06-13 16:27:58 | 213,153,151,785,052 | fraud_Rau-Robel | kids_pets | 24.12 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 1e201e254e293f0e890e2e5a294cce63 | 1,371,140,878 | 46.185082 | -88.743195 | 0 |
1,274,528 | 2020-06-13 16:28:36 | 344,709,867,813,900 | fraud_Towne, Greenholt and Koepp | shopping_net | 132.49 | Joanna | Hudson | F | 2924 Bobby Trafficway | Sebring | FL | 33,872 | 27.4703 | -81.4872 | 50,835 | Environmental consultant | 1986-01-30 | 86f31a8d47ea2c57e719c32a68d7d6eb | 1,371,140,916 | 27.419064 | -80.778338 | 0 |
1,274,529 | 2020-06-13 16:28:46 | 4,990,494,243,023 | fraud_Adams-Barrows | health_fitness | 42.42 | Martin | Ford | M | 56812 Francis Courts | Corriganville | MD | 21,524 | 39.6967 | -78.8031 | 626 | Energy engineer | 1960-12-13 | 5d66f553af542dab9f1ebe603ada2795 | 1,371,140,926 | 39.490225 | -78.878644 | 0 |
1,274,530 | 2020-06-13 16:28:47 | 567,868,110,212 | fraud_Metz, Russel and Metz | kids_pets | 87.84 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 82a68f36acd2f568b506e3a34c96bd3b | 1,371,140,927 | 29.435163 | -94.673054 | 0 |
1,274,531 | 2020-06-13 16:29:18 | 342,351,256,941,125 | fraud_Denesik and Sons | shopping_pos | 107.71 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | 92b6c27a3ba926b3d37378619a0f56a6 | 1,371,140,958 | 34.025186 | -84.565377 | 0 |
1,274,532 | 2020-06-13 16:30:36 | 4,683,520,018,489,354 | fraud_Torphy-Goyette | shopping_pos | 7.32 | Charles | Carrillo | M | 17547 Stephen Turnpike Apt. 846 | Hawthorne | CA | 90,250 | 33.9143 | -118.3493 | 93,193 | Editor, magazine features | 1995-04-19 | ec2a99be99dbb9d19d3d3763bd7104bb | 1,371,141,036 | 33.54264 | -118.511287 | 0 |
1,274,533 | 2020-06-13 16:31:16 | 6,506,982,560,413,523 | fraud_Jast Ltd | shopping_net | 236.42 | Alice | Kemp | F | 057 Martinez Radial | Texarkana | AR | 71,854 | 33.431 | -93.8765 | 36,438 | Surgeon | 1985-04-15 | 535d54da6e1ff1ecfd8921a13deddc77 | 1,371,141,076 | 33.35325 | -93.131769 | 0 |
1,274,534 | 2020-06-13 16:31:17 | 6,506,116,513,503,136 | fraud_O'Reilly, Mohr and Purdy | home | 21.38 | Kimberly | Rice | F | 63991 Destiny Rue Apt. 651 | Tyler | TX | 75,703 | 32.2768 | -95.3031 | 144,160 | Sports development officer | 1984-05-04 | fe742369ac97e80d420b6e8d56f136f0 | 1,371,141,077 | 32.456215 | -95.83132 | 0 |
1,274,535 | 2020-06-13 16:31:39 | 375,082,648,741,747 | fraud_McDermott, Osinski and Morar | home | 153.84 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 9249349b03b69671a25577a84f425bec | 1,371,141,099 | 46.263637 | -97.207547 | 0 |
1,274,536 | 2020-06-13 16:31:46 | 36,913,587,729,122 | fraud_Ziemann-Waters | health_fitness | 36.6 | Ana | Mccormick | F | 4503 Patricia Route | Meridian | ID | 83,646 | 43.6498 | -116.4306 | 84,106 | Intelligence analyst | 1971-02-11 | e204d5fb392c8f82cc362421bbe4264f | 1,371,141,106 | 43.097437 | -115.79518 | 0 |
1,274,537 | 2020-06-13 16:31:57 | 3,583,635,130,604,947 | fraud_Turcotte, McKenzie and Koss | entertainment | 140.96 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | baba5cefd6fad50831965005b3bb0b75 | 1,371,141,117 | 39.040807 | -75.235593 | 0 |
1,274,538 | 2020-06-13 16:32:18 | 3,543,591,270,174,051 | fraud_Berge-Ullrich | home | 95.7 | Margaret | Lam | F | 6911 Nicholas Keys Apt. 237 | Armagh | PA | 15,920 | 40.4603 | -79.0097 | 922 | Early years teacher | 1972-10-04 | df6ee9b4400a3f7d6cebd5924e20a6d3 | 1,371,141,138 | 40.421361 | -79.013482 | 0 |
1,274,539 | 2020-06-13 16:32:33 | 346,243,940,647,414 | fraud_Turcotte, Batz and Buckridge | health_fitness | 36.13 | Sean | Miller | M | 6340 Jeffrey Dale | Thornville | OH | 43,076 | 39.8974 | -82.4071 | 9,051 | Audiological scientist | 1983-01-08 | d1dd6db64b4b5ee4e52b292950a93a49 | 1,371,141,153 | 40.558805 | -83.394273 | 0 |
1,274,540 | 2020-06-13 16:34:13 | 213,112,402,583,773 | fraud_Roberts, Daniel and Macejkovic | kids_pets | 18.51 | 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 | 7549b1e19c8abd376946302750ea0751 | 1,371,141,253 | 34.4869 | -81.521514 | 0 |
1,274,541 | 2020-06-13 16:34:21 | 3,595,192,916,105,588 | fraud_Spencer PLC | entertainment | 69.81 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | b547ce07c21fef6ee13dd915871a571a | 1,371,141,261 | 34.189131 | -78.992235 | 0 |
1,274,542 | 2020-06-13 16:34:35 | 4,512,828,414,983,802,000 | fraud_Hudson-Grady | shopping_pos | 4.22 | Monica | Cohen | F | 864 Reynolds Plains | Uledi | PA | 15,484 | 39.8936 | -79.7856 | 328 | Tree surgeon | 1983-07-25 | 5a5192da133a3a20d0b95ea53d5fa95f | 1,371,141,275 | 39.696325 | -79.269493 | 0 |
1,274,543 | 2020-06-13 16:35:05 | 180,084,576,295,055 | fraud_Kautzer and Sons | personal_care | 76.37 | David | Kirby | M | 133 Alyssa Plains | Lolita | TX | 77,971 | 28.7724 | -96.4793 | 911 | Archaeologist | 1970-01-18 | f293c460fbb44105d53156b3284935ea | 1,371,141,305 | 28.678424 | -96.017539 | 0 |
1,274,544 | 2020-06-13 16:35:12 | 4,124,536,010,991,657 | fraud_Carroll PLC | health_fitness | 95.9 | Sydney | Montoya | F | 265 Christian Summit Suite 231 | Fairhope | AL | 36,532 | 30.5012 | -87.8835 | 27,829 | Presenter, broadcasting | 1954-07-21 | 4e18795a7da1d22824d438484c47004c | 1,371,141,312 | 30.83106 | -87.304215 | 0 |
1,274,545 | 2020-06-13 16:35:20 | 3,573,030,041,201,292 | fraud_Schuppe-Schuppe | food_dining | 2.44 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 24c0e6b5b54064704d58f979b5a68a54 | 1,371,141,320 | 39.487389 | -110.645223 | 0 |
1,274,546 | 2020-06-13 16:36:26 | 4,378,993,458,389,626 | fraud_Becker, Harris and Harvey | personal_care | 28.02 | Travis | Hayes | M | 1561 Chase Grove | Conway | NH | 3,818 | 43.9742 | -71.1503 | 3,807 | Surgeon | 1999-10-25 | 8acc3fd30906a5356f3ee62a3db67580 | 1,371,141,386 | 44.370971 | -70.852435 | 0 |
1,274,547 | 2020-06-13 16:36:31 | 3,590,736,522,064,285 | fraud_Kassulke Inc | entertainment | 67.96 | Kimberly | Gonzalez | F | 72966 Shannon Pass Apt. 391 | Bauxite | AR | 72,011 | 34.5091 | -92.4828 | 4,074 | Scientist, audiological | 1975-12-20 | c6365253b921b0c981b24ccc8cf6e424 | 1,371,141,391 | 34.399558 | -93.019739 | 0 |
1,274,548 | 2020-06-13 16:36:48 | 4,255,397,449,664,186,000 | fraud_Hagenes, Hermann and Stroman | travel | 5.89 | George | Smith | M | 7377 Walton Extensions Apt. 979 | Dallas | TX | 75,236 | 32.69 | -96.9177 | 1,263,321 | Designer, interior/spatial | 1952-09-27 | 98f8b01cd1bb7bdc757cf1dfb0e0bb2b | 1,371,141,408 | 32.959217 | -96.291868 | 0 |
1,274,549 | 2020-06-13 16:38:18 | 30,270,432,095,985 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 21.62 | Lisa | Lin | F | 908 Brooks Brook | Lomax | IL | 61,454 | 40.6761 | -91.0391 | 725 | Environmental consultant | 1972-11-28 | 341dba137ba02b6ef32fb7c3786b0330 | 1,371,141,498 | 41.497323 | -91.402891 | 0 |
1,274,550 | 2020-06-13 16:38:32 | 3,540,210,836,308,425 | fraud_Crona and Sons | kids_pets | 51.32 | Steven | Yoder | M | 94975 David Mews Apt. 316 | Summerfield | TX | 79,085 | 34.7437 | -102.5064 | 53 | Fisheries officer | 1992-06-19 | 05cfcb15bc3c4bfb11c293a675591e09 | 1,371,141,512 | 33.817265 | -102.56491 | 0 |
1,274,551 | 2020-06-13 16:38:56 | 4,509,142,395,811,241 | fraud_Labadie LLC | personal_care | 20.66 | Margaret | Williams | F | 165 Jerry Meadows Suite 460 | Surrency | GA | 31,563 | 31.6489 | -82.1982 | 1,324 | Engineer, technical sales | 1926-07-12 | e1e2926397e0d1c647cde90491fb4065 | 1,371,141,536 | 31.535629 | -82.631822 | 0 |
1,274,552 | 2020-06-13 16:39:49 | 4,769,426,683,924,059,000 | fraud_Eichmann, Hayes and Treutel | travel | 16.49 | Andrea | Cruz | F | 26572 Hodge Villages Suite 512 | Mifflin | PA | 17,058 | 40.5553 | -77.4001 | 1,909 | Mining engineer | 1954-08-22 | 7d0b36fed50867670f79e489531b228c | 1,371,141,589 | 39.705647 | -76.568394 | 0 |
1,274,553 | 2020-06-13 16:40:38 | 345,832,460,465,610 | fraud_Gaylord-Powlowski | home | 55.81 | Jason | Mcmahon | M | 6385 Donald Square Suite 429 | Springfield | VA | 22,151 | 38.8029 | -77.2116 | 104,396 | Production engineer | 1950-11-20 | 5ed4639c5fadb1043793e8339e4c8b2a | 1,371,141,638 | 37.810384 | -77.458959 | 0 |
1,274,554 | 2020-06-13 16:40:39 | 30,131,826,429,364 | fraud_Friesen Inc | shopping_pos | 2,592.35 | Brianna | Foley | F | 57256 Raymond Ports | Knoxville | TN | 37,932 | 35.9335 | -84.1481 | 391,389 | Designer, industrial/product | 1994-04-22 | 42f7faa00d4992b504ad9f57b0b8f81f | 1,371,141,639 | 36.404612 | -84.19494 | 0 |
1,274,555 | 2020-06-13 16:40:45 | 3,527,536,963,490,470 | fraud_Schneider, Hayes and Nikolaus | food_dining | 55.67 | Teresa | Stein | F | 2838 White Fields Apt. 473 | Brunson | SC | 29,911 | 32.9413 | -81.1807 | 1,725 | Social researcher | 1974-12-05 | 74415929b825f9ec8af12267d643e01d | 1,371,141,645 | 32.938863 | -81.971559 | 0 |
1,274,556 | 2020-06-13 16:40:51 | 4,979,422,371,139,333 | fraud_Metz, Russel and Metz | kids_pets | 101.66 | Kelly | Zimmerman | F | 1893 Katie Tunnel | Westerville | NE | 68,881 | 41.4193 | -99.3844 | 73 | Product designer | 1935-02-10 | ecba7746fe2cf72c0fdcef5581e055b7 | 1,371,141,651 | 41.316652 | -100.239759 | 0 |
1,274,557 | 2020-06-13 16:40:54 | 38,530,489,946,071 | fraud_Fadel-Hilpert | health_fitness | 26.36 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | 8178ff1ba38ba75ef15005a10372ef65 | 1,371,141,654 | 35.657129 | -82.451866 | 0 |
1,274,558 | 2020-06-13 16:41:18 | 3,586,955,669,388,457 | fraud_Kling, Howe and Schneider | home | 82.64 | Benjamin | Rogers | M | 24191 Elizabeth Mill | Bolivar | PA | 15,923 | 40.3673 | -79.1605 | 1,770 | Administrator, local government | 1994-12-08 | 03d107451459e18d36905b9a73767b6c | 1,371,141,678 | 41.295308 | -78.708309 | 0 |
1,274,559 | 2020-06-13 16:42:11 | 3,575,789,281,659,026 | fraud_Greenfelder, Bartoletti and Davis | misc_net | 3.11 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 12d351bcd1e33607e1bdac1642de859e | 1,371,141,731 | 37.993911 | -93.789078 | 0 |
1,274,560 | 2020-06-13 16:42:58 | 3,583,793,405,872,580 | fraud_Frami Group | entertainment | 25.06 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 37d0db53fc1908446df530c456c929c1 | 1,371,141,778 | 34.869758 | -98.864406 | 0 |
1,274,561 | 2020-06-13 16:44:52 | 676,248,282,243 | fraud_Hills-Boyer | personal_care | 102.88 | Amanda | Wheeler | F | 329 Emily Cape | Cape Coral | FL | 33,909 | 26.6939 | -81.9452 | 156,391 | Higher education careers adviser | 1968-02-09 | c249b48fafd866fb3b309518fa56247e | 1,371,141,892 | 26.417065 | -81.3216 | 0 |
1,274,562 | 2020-06-13 16:44:59 | 180,018,375,329,178 | fraud_Volkman PLC | food_dining | 53.4 | Michelle | Woods | F | 952 Joseph Throughway | Munith | MI | 49,259 | 42.3703 | -84.2485 | 2,523 | Geophysicist/field seismologist | 1988-03-21 | 5c85988e56f78f03c7ab62042953b1f8 | 1,371,141,899 | 42.330875 | -85.04519 | 0 |
1,274,563 | 2020-06-13 16:45:05 | 3,576,431,665,303,017 | fraud_Predovic Inc | shopping_net | 457.92 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | a7f383663dc982ec5f5fcb1db28d0450 | 1,371,141,905 | 33.313251 | -113.041235 | 0 |
1,274,564 | 2020-06-13 16:45:08 | 30,118,423,745,458 | fraud_Towne LLC | misc_pos | 20.65 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 5fa06c358795f0bd7926dd1c92c07409 | 1,371,141,908 | 40.467378 | -74.326962 | 0 |
1,274,565 | 2020-06-13 16:46:28 | 180,094,419,304,907 | fraud_Hyatt-Blick | travel | 2.35 | Sharon | Smith | F | 17666 David Valleys | Sun City | CA | 92,585 | 33.7467 | -117.1721 | 54,287 | Designer, exhibition/display | 1972-09-22 | 5c4581213216d0a2eac8bff4298d98cf | 1,371,141,988 | 32.868472 | -116.276638 | 0 |
1,274,566 | 2020-06-13 16:47:27 | 4,745,996,322,265 | fraud_Parker-Kunde | personal_care | 2.26 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | f1e2561de3a31de7244a6088fba3c4f7 | 1,371,142,047 | 41.345747 | -86.990969 | 0 |
1,274,567 | 2020-06-13 16:47:32 | 6,011,348,830,550,197 | fraud_Deckow-Dare | food_dining | 54.25 | Samuel | Johnston | M | 16285 Jessica Lights | Birmingham | AL | 35,229 | 33.4629 | -86.7904 | 493,806 | Musician | 1980-07-12 | b8f928b8950df744e607372992b5870a | 1,371,142,052 | 32.545469 | -87.316825 | 0 |
1,274,568 | 2020-06-13 16:47:39 | 2,254,917,871,818,484 | fraud_Pouros-Haag | shopping_pos | 1.88 | Margaret | Gibson | F | 382 Williams Stream Suite 197 | Scotland | MD | 20,687 | 38.0828 | -76.3477 | 313 | Insurance underwriter | 1976-03-26 | 85ad213abef75b9848df778d37e46913 | 1,371,142,059 | 37.256899 | -76.227129 | 0 |
1,274,569 | 2020-06-13 16:48:06 | 345,933,964,507,467 | fraud_Hamill-D'Amore | health_fitness | 28.25 | Carol | Dillon | F | 27479 Reeves Dale | Whaleyville | MD | 21,872 | 38.4121 | -75.2811 | 718 | Regulatory affairs officer | 1985-03-19 | 4638fb4c4d06bb458f703faab8bd07f3 | 1,371,142,086 | 38.394757 | -74.927412 | 0 |
1,274,570 | 2020-06-13 16:48:56 | 6,535,328,428,560,433 | fraud_Botsford PLC | home | 139.82 | Michelle | Beck | F | 2887 Olson Road Suite 439 | Minneapolis | MN | 55,428 | 45.0632 | -93.3811 | 1,022,298 | Analytical chemist | 1967-10-28 | 3846b60b8ce00c22abcbbd018f578694 | 1,371,142,136 | 44.553724 | -93.499798 | 0 |
1,274,571 | 2020-06-13 16:49:02 | 2,266,735,643,685,262 | fraud_Hintz, Bauch and Smith | health_fitness | 15.42 | Carlos | Chung | M | 8957 Russell Key | Grant | AL | 35,747 | 34.4959 | -86.259 | 5,901 | Curator | 1972-07-25 | 9eda85b7bcf3c4463dc121a7e9f0fbf7 | 1,371,142,142 | 34.367776 | -86.580379 | 0 |
1,274,572 | 2020-06-13 16:49:23 | 4,755,696,071,492 | fraud_Heathcote LLC | shopping_net | 2.25 | Robert | Evans | M | 01892 Patricia Vista Apt. 828 | Sachse | TX | 75,048 | 32.9643 | -96.6012 | 20,328 | Site engineer | 1985-06-20 | 56315959b63ac9e7e1a0c2a389abcc2b | 1,371,142,163 | 33.742684 | -96.037113 | 0 |
1,274,573 | 2020-06-13 16:49:26 | 4,742,883,543,039,288,000 | fraud_Block-Hauck | travel | 4.41 | Cassandra | Sanders | F | 78117 George Mountains | Paauilo | HI | 96,776 | 20.0271 | -155.3697 | 1,490 | Scientist, research (maths) | 1991-04-13 | 50b439c836f99abe949be2881c665407 | 1,371,142,166 | 19.482199 | -156.367341 | 0 |
1,274,574 | 2020-06-13 16:49:42 | 5,456,712,664,803,820 | fraud_Mosciski Group | travel | 15.3 | Pamela | Matthews | F | 36659 Smith Club Apt. 080 | Llano | NM | 87,543 | 36.1486 | -105.6648 | 247 | Architectural technologist | 1961-10-24 | a056378562903d2ddb6e0ff04d013eac | 1,371,142,182 | 36.679532 | -105.170205 | 0 |
1,274,575 | 2020-06-13 16:50:53 | 2,235,613,922,823,698 | fraud_Renner Ltd | home | 2.26 | Melissa | Mcclure | F | 2027 Snyder Track | Manville | WY | 82,227 | 42.73 | -104.7024 | 241 | Educational psychologist | 1980-12-16 | 060ab3e15b1697fba6469efcd58d6ca5 | 1,371,142,253 | 43.124342 | -105.063424 | 0 |
1,274,576 | 2020-06-13 16:54:01 | 4,906,628,655,840,914,000 | fraud_Heathcote, Yost and Kertzmann | shopping_net | 3.22 | Charles | Moreno | M | 838 Franklin Prairie Apt. 902 | Key West | FL | 33,040 | 24.6557 | -81.3824 | 32,891 | Town planner | 1987-02-13 | b7c6315de9100da571892a1eb9b15ca2 | 1,371,142,441 | 24.611802 | -81.850888 | 0 |
1,274,577 | 2020-06-13 16:54:07 | 3,589,289,942,931,264 | fraud_Bednar PLC | kids_pets | 14.69 | Paula | Estrada | F | 350 Stacy Glens | Spencer | SD | 57,374 | 43.7557 | -97.5936 | 343 | Development worker, international aid | 1972-03-05 | 2f851f849f3b927c67d45124a5306498 | 1,371,142,447 | 43.332018 | -98.172604 | 0 |
1,274,578 | 2020-06-13 16:54:40 | 6,538,441,737,335,434 | fraud_Herman, Treutel and Dickens | misc_net | 101.27 | Gina | Grimes | F | 444 Robert Mews | Clarks Mills | PA | 16,114 | 41.3851 | -80.1752 | 606 | Energy manager | 1997-09-22 | ce7de96c4251ba7a5dfd783e7ce82b0d | 1,371,142,480 | 40.803005 | -81.004114 | 0 |
1,274,579 | 2020-06-13 16:54:40 | 3,583,793,405,872,580 | fraud_Kuphal-Bartoletti | misc_net | 3.51 | Beth | Lambert | F | 6447 Johnson Estates Apt. 986 | Roosevelt | OK | 73,564 | 34.847 | -98.9836 | 551 | Amenity horticulturist | 1970-09-27 | 882c9718a1e4a9a3f3461043158250b8 | 1,371,142,480 | 34.827388 | -99.021356 | 0 |
1,274,580 | 2020-06-13 16:54:56 | 4,761,403,817,546,679,000 | fraud_Gibson-Deckow | entertainment | 23.99 | Diana | Jacobs | F | 69608 Perez Mountain Apt. 006 | Viola | AR | 72,583 | 36.3924 | -91.9932 | 1,679 | Psychiatric nurse | 1986-05-02 | fa62fd7c617b2416432f5a2fd49721cb | 1,371,142,496 | 35.670109 | -91.988758 | 0 |
1,274,581 | 2020-06-13 16:55:32 | 213,191,402,330,021 | fraud_Osinski Inc | personal_care | 42.93 | Thomas | Sullivan | M | 464 Newman Crossroad | Milwaukee | WI | 53,228 | 42.9676 | -88.0434 | 817,312 | Accountant, chartered public finance | 2004-03-18 | 39dac5462e2daee80659ff226b16a7e2 | 1,371,142,532 | 42.678056 | -87.134768 | 0 |
1,274,582 | 2020-06-13 16:56:44 | 4,457,732,997,086,323,700 | fraud_Dibbert-Green | entertainment | 79.33 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | 3cf452f7eb668932f38a5a6fe947123d | 1,371,142,604 | 38.508486 | -119.740264 | 0 |
1,274,583 | 2020-06-13 16:56:59 | 2,348,245,054,386,329 | fraud_Lubowitz, Terry and Stracke | personal_care | 34.79 | Justin | Gay | M | 268 Hayes Rue Suite 811 | Harborcreek | PA | 16,421 | 42.1767 | -79.9416 | 2,518 | Event organiser | 1946-02-02 | 8d737c4973ecf7413ff223658accac18 | 1,371,142,619 | 42.241468 | -80.017251 | 0 |
1,274,584 | 2020-06-13 16:57:00 | 3,576,431,665,303,017 | fraud_Bahringer, Osinski and Block | food_dining | 86.65 | Jessica | Ward | F | 72269 Elizabeth Field Apt. 132 | Phoenix | AZ | 85,020 | 33.5623 | -112.0559 | 1,312,922 | Contractor | 1981-10-24 | a80434500ab99911bf048a10cfaeeca9 | 1,371,142,620 | 33.725941 | -112.532667 | 0 |
1,274,585 | 2020-06-13 16:58:07 | 4,874,017,206,859,125 | fraud_Thiel-Thiel | entertainment | 125.88 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | 16121bcc3dc5382aa76b5131586b821f | 1,371,142,687 | 44.742005 | -121.88456 | 0 |
1,274,586 | 2020-06-13 16:58:27 | 503,848,303,379 | fraud_Terry, Johns and Bins | misc_pos | 169.58 | Gregory | Wallace | M | 27203 Darrell Landing | Saint James City | FL | 33,956 | 26.529 | -82.0916 | 3,776 | Sport and exercise psychologist | 1976-09-12 | 46c4b00409f4a5988b5e4cc197c65973 | 1,371,142,707 | 27.381766 | -83.052452 | 0 |
1,274,587 | 2020-06-13 16:58:40 | 180,067,151,859,700 | fraud_Hammes-Beatty | kids_pets | 39.91 | Karen | Ryan | F | 82468 Michelle Village Suite 556 | Joliet | IL | 60,432 | 41.5378 | -88.0572 | 128,354 | Teacher, secondary school | 1992-01-20 | 0212cf14dfca63e3be95029f4638146a | 1,371,142,720 | 41.977282 | -87.280017 | 0 |
1,274,588 | 2020-06-13 16:59:45 | 371,683,116,218,417 | fraud_Marvin-Lind | personal_care | 2.95 | Debra | Becker | F | 384 Jonathan Hills | Iselin | NJ | 8,830 | 40.5716 | -74.3167 | 18,459 | Emergency planning/management officer | 1929-03-19 | 6f77538c582c912023206d14ade95c5b | 1,371,142,785 | 41.216827 | -73.653166 | 0 |
1,274,589 | 2020-06-13 16:59:48 | 377,993,105,397,617 | fraud_Turner and Sons | shopping_pos | 9.57 | Nathan | Martinez | M | 586 Thomas Cliffs | Oconto Falls | WI | 54,154 | 44.8755 | -88.1555 | 5,548 | Mining engineer | 1975-09-11 | 01cae932cd6d4773a30de4c32ff1a453 | 1,371,142,788 | 44.842958 | -87.847752 | 0 |
1,274,590 | 2020-06-13 16:59:59 | 4,681,699,462,969 | fraud_Quitzon, Green and Bashirian | shopping_pos | 2.82 | Joseph | Gonzalez | M | 319 Wendy Fort Suite 179 | Murfreesboro | TN | 37,132 | 35.8596 | -86.421 | 158,701 | Journalist, newspaper | 1978-03-06 | 8e64600fc4ade0aecdc68b622134609e | 1,371,142,799 | 34.966746 | -85.85416 | 0 |
1,274,591 | 2020-06-13 17:00:36 | 676,298,633,337 | fraud_Brown Inc | kids_pets | 3.08 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | eae505e0278d0c59c4923e1668fff388 | 1,371,142,836 | 39.534568 | -79.988165 | 0 |
1,274,592 | 2020-06-13 17:01:57 | 3,553,629,419,254,918 | fraud_Gibson-Deckow | entertainment | 25.62 | Sharon | Johnson | F | 7202 Jeffrey Mills | Conway | WA | 98,238 | 48.34 | -122.3456 | 85 | Research officer, political party | 1984-09-01 | 422ebcd904ec0139ec0bff7ecd11b841 | 1,371,142,917 | 48.846441 | -121.627642 | 0 |
1,274,593 | 2020-06-13 17:02:09 | 4,501,449,508,569,485 | fraud_Jakubowski Inc | home | 75.41 | Paul | Wade | M | 2306 Clark Ranch Suite 515 | Ferney | SD | 57,439 | 45.329 | -98.0837 | 52 | Bookseller | 1990-05-22 | 635d65d940c6207322a4ffe900a3f449 | 1,371,142,929 | 44.62722 | -97.448542 | 0 |
1,274,594 | 2020-06-13 17:02:37 | 6,538,891,242,532,018 | fraud_Beer-Jast | kids_pets | 38.05 | Jodi | Rodriguez | F | 5796 Lee Coves Apt. 286 | Walnut Ridge | AR | 72,476 | 36.0244 | -90.9288 | 7,155 | Engineer, control and instrumentation | 1977-03-23 | 5ee0e1eb1ccbc03c3b3915c861f5ea3b | 1,371,142,957 | 36.242316 | -91.707797 | 0 |
1,274,595 | 2020-06-13 17:03:11 | 3,576,021,480,694,169 | fraud_Conroy, Balistreri and Gorczany | health_fitness | 50.34 | Dawn | Gray | F | 9486 Joel Common Suite 554 | Topeka | KS | 66,618 | 39.1329 | -95.7023 | 163,415 | Secondary school teacher | 2004-12-30 | a634e25f4e6af5a1bc094058b5b52470 | 1,371,142,991 | 38.807804 | -96.613298 | 0 |
1,274,596 | 2020-06-13 17:03:28 | 4,653,879,239,169,997 | fraud_Lemke-Gutmann | shopping_net | 8.03 | Monica | Tucker | F | 302 Christina Islands | Smiths Grove | KY | 42,171 | 37.0581 | -86.1938 | 6,841 | Therapist, sports | 1999-06-06 | d3780b5f3b504b16a56d09a9171b8e58 | 1,371,143,008 | 37.966009 | -85.214387 | 0 |
1,274,597 | 2020-06-13 17:03:46 | 3,598,215,285,024,754 | fraud_Ankunding LLC | shopping_net | 34.98 | Ashley | Lopez | F | 9333 Valentine Point | Bellmore | NY | 11,710 | 40.6729 | -73.5365 | 34,496 | Librarian, public | 1970-10-21 | 335aa6ad8d46ed4a16ada9820692ebf4 | 1,371,143,026 | 41.542135 | -73.171304 | 0 |
1,274,598 | 2020-06-13 17:05:46 | 38,530,489,946,071 | fraud_Douglas, Schneider and Turner | shopping_pos | 746.26 | Laura | Johns | F | 95835 Garcia Rue | Arcadia | SC | 29,320 | 34.9572 | -81.9916 | 530 | Animal technologist | 1989-05-14 | 6ad9271540d3471c21473f1b8686c78e | 1,371,143,146 | 35.406163 | -81.708383 | 0 |
1,274,599 | 2020-06-13 17:06:19 | 30,560,609,640,617 | fraud_Runte, Green and Emard | health_fitness | 35.58 | Michael | Olson | M | 558 Michael Estates | Luray | MO | 63,453 | 40.4931 | -91.8912 | 519 | Town planner | 1966-02-13 | 9064adcd05534c125d946d81b7c3e6a6 | 1,371,143,179 | 40.687702 | -92.191284 | 0 |
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