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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10,700 | 2020-06-24 11:36:05 | 373,043,435,942,726 | fraud_Barton Inc | grocery_pos | 106.87 | Vincent | Richards | M | 2064 Tyler Fork | Beasley | TX | 77,417 | 29.479 | -95.9681 | 2,457 | Trading standards officer | 1981-03-04 | 42a4d10c7df06b938255d536d80634db | 1,372,073,765 | 29.927795 | -95.305251 | 0 |
10,701 | 2020-06-24 11:37:58 | 4,841,313,716,651,064 | fraud_Dickinson-Rempel | misc_pos | 44.34 | Omar | Gay | M | 2161 Blankenship Freeway | West Hartford | VT | 5,084 | 43.7185 | -72.4439 | 140 | Development worker, community | 1989-10-28 | 79d12f42ed07f6d3659ba8b68e84af25 | 1,372,073,878 | 44.186898 | -71.809655 | 0 |
10,702 | 2020-06-24 11:38:04 | 3,523,843,138,706,408 | fraud_Bartoletti-Wunsch | gas_transport | 57.64 | Grace | Williams | F | 28812 Charles Mill Apt. 628 | Plantersville | AL | 36,758 | 32.6176 | -86.9475 | 1,412 | Drilling engineer | 1970-11-20 | 024ad40472172a99cf72515a5dcc56b6 | 1,372,073,884 | 32.933814 | -87.675481 | 0 |
10,703 | 2020-06-24 11:38:28 | 4,365,382,885,912,355 | fraud_Huels-Nolan | gas_transport | 72.43 | Robert | Goodman | M | 956 Paul Fields Suite 108 | Orr | MN | 55,771 | 48.1439 | -92.8561 | 1,680 | Horticultural therapist | 1976-12-10 | b1e9bba65b155fa88d373078d59f7007 | 1,372,073,908 | 47.881469 | -93.017755 | 0 |
10,704 | 2020-06-24 11:39:05 | 4,792,627,764,422,478,000 | fraud_Shields Inc | grocery_net | 91.07 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 5518161ac9df1ece513afd13ec289ad1 | 1,372,073,945 | 39.485794 | -95.170401 | 0 |
10,705 | 2020-06-24 11:40:04 | 30,026,790,933,302 | fraud_Rowe, Batz and Goodwin | grocery_pos | 87.76 | John | Peters | M | 555 Michael Burgs | Mayersville | MS | 39,113 | 32.9013 | -91.0286 | 595 | Technical brewer | 1979-09-03 | a8eff021dea60c4b11154d8208d2e456 | 1,372,074,004 | 33.295194 | -90.586195 | 0 |
10,706 | 2020-06-24 11:41:05 | 501,899,453,424 | fraud_Haag-Blanda | food_dining | 46.04 | Jessica | Dominguez | F | 06393 Nancy Parkways Suite 855 | Gadsden | AL | 35,903 | 33.9845 | -85.9077 | 67,082 | Ceramics designer | 1970-01-08 | 1762ee01cb8f2c3af4676f9f89f41df4 | 1,372,074,065 | 34.469568 | -86.068452 | 0 |
10,707 | 2020-06-24 11:43:13 | 340,953,839,692,349 | fraud_Kling Inc | gas_transport | 46.25 | Tyler | Wright | M | 615 Clarke Spring Apt. 172 | Warren | MI | 48,088 | 42.5164 | -82.9832 | 134,056 | Doctor, hospital | 1980-05-18 | 73911a255c8b3a86e8c29a9177d3b5be | 1,372,074,193 | 43.394307 | -82.977911 | 0 |
10,708 | 2020-06-24 11:43:57 | 4,670,613,943,676,271 | fraud_Cartwright-Harris | grocery_pos | 83.37 | Bianca | Novak | F | 0953 David Skyway | Cuthbert | GA | 39,840 | 31.7706 | -84.7936 | 5,726 | Fitness centre manager | 1947-08-14 | dac3797d9072376ac34c38aad5b8d938 | 1,372,074,237 | 32.173806 | -84.320911 | 0 |
10,709 | 2020-06-24 11:45:06 | 371,284,424,780,634 | fraud_McDermott-Rice | misc_pos | 1.66 | Jeremy | Moore | M | 574 Patricia Extensions | Lubbock | TX | 79,413 | 33.5466 | -101.8871 | 254,282 | Doctor, general practice | 1952-01-29 | 20c2d4c8a4819c1b804dace50bd0c1cb | 1,372,074,306 | 33.504505 | -101.959914 | 0 |
10,710 | 2020-06-24 11:45:24 | 3,564,182,536,169,293 | fraud_Schaefer, Maggio and Daugherty | gas_transport | 53.06 | Brenda | Johnson | F | 56160 Nicholas Isle | Norwich | OH | 43,767 | 39.9934 | -81.8024 | 1,443 | Research scientist (medical) | 1962-03-04 | d03c48aa6dc3468aa94842ed658816b6 | 1,372,074,324 | 39.411146 | -82.717884 | 0 |
10,711 | 2020-06-24 11:45:59 | 3,521,417,320,836,166 | fraud_Huel-Langworth | misc_net | 3.62 | Angela | Hodges | F | 08236 Kim Hill | Indianapolis | IN | 46,254 | 39.849 | -86.272 | 910,148 | Firefighter | 1975-11-30 | e24edd72109df652efe2fdf549a6bb36 | 1,372,074,359 | 39.787939 | -86.880725 | 0 |
10,712 | 2020-06-24 11:48:58 | 4,792,627,764,422,478,000 | fraud_Morissette, Weber and Wiegand | grocery_net | 68.82 | Margaret | Mendez | F | 7952 Karen Pike | De Soto | KS | 66,018 | 38.9462 | -94.9714 | 5,760 | Chief Executive Officer | 1978-10-01 | 528f8ce7002c1aa371a6034c56fc2c10 | 1,372,074,538 | 38.005998 | -94.815153 | 0 |
10,713 | 2020-06-24 11:50:27 | 6,534,628,260,579,800 | fraud_Prohaska-Murray | gas_transport | 47.56 | Christine | Harris | F | 29606 Martinez Views Suite 653 | Hinesburg | VT | 5,461 | 44.3346 | -73.098 | 4,542 | Claims inspector/assessor | 1998-03-19 | b5785e66d029cbd4f6ed272493126e95 | 1,372,074,627 | 43.855901 | -72.898467 | 0 |
10,714 | 2020-06-24 11:51:21 | 5,359,543,825,610,251 | fraud_Prohaska-Murray | gas_transport | 67.03 | Michael | Francis | M | 1833 Jeanette Stravenue | Belgrade | MT | 59,714 | 45.7801 | -111.1439 | 18,182 | Engineer, drilling | 1975-06-29 | 946dc01c89ddbda707132d17463fa893 | 1,372,074,681 | 45.590586 | -110.656915 | 0 |
10,715 | 2020-06-24 11:54:01 | 3,587,044,315,915,002 | fraud_Funk Group | grocery_net | 48.56 | Christian | Roman | M | 495 Fisher Throughway | Grand Junction | TN | 38,039 | 35.0659 | -89.1534 | 1,804 | Clothing/textile technologist | 1974-10-15 | 314272682eff5ad79adb5f0db1e1a2f0 | 1,372,074,841 | 34.159503 | -88.673509 | 0 |
10,716 | 2020-06-24 11:56:45 | 3,596,217,206,093,829 | fraud_Reilly, Heaney and Cole | gas_transport | 50.51 | Sara | Ramirez | F | 23843 Scott Island | Birmingham | IA | 52,535 | 40.8626 | -91.9534 | 888 | Camera operator | 1988-03-25 | 3114294ade149d6396ddd05eba8dfdfc | 1,372,075,005 | 41.691305 | -92.123774 | 0 |
10,717 | 2020-06-24 11:59:06 | 3,558,652,751,678,952 | fraud_Bauch-Raynor | grocery_pos | 96.11 | Teresa | Blankenship | F | 6638 Lucero Mill Suite 952 | Karnack | TX | 75,661 | 32.6205 | -94.2 | 2,807 | Chiropodist | 1931-01-26 | ba817f220eeffb8d8f1100d3b4102a1b | 1,372,075,146 | 31.909467 | -93.481841 | 0 |
10,718 | 2020-06-24 11:59:26 | 6,011,329,966,782,895 | fraud_Block Group | misc_pos | 97.11 | Lauren | Butler | F | 030 Seth Divide Suite 355 | Tulsa | OK | 74,131 | 36.0557 | -96.0602 | 413,574 | Teacher, special educational needs | 1971-09-01 | 9b45ac0a5c910a2f309b753c512db7c1 | 1,372,075,166 | 36.155808 | -95.848219 | 0 |
10,719 | 2020-06-24 12:00:06 | 346,243,940,647,414 | fraud_Bernier and Sons | kids_pets | 293.79 | Sean | Miller | M | 6340 Jeffrey Dale | Thornville | OH | 43,076 | 39.8974 | -82.4071 | 9,051 | Audiological scientist | 1983-01-08 | 4d997627fc40e32e57e71a0543e9693f | 1,372,075,206 | 38.950825 | -83.341638 | 0 |
10,720 | 2020-06-24 12:00:28 | 4,874,017,206,859,125 | fraud_Lang, Towne and Schuppe | kids_pets | 9.08 | Lauren | Williams | F | 065 Jones Stravenue | Lake Oswego | OR | 97,034 | 45.4093 | -122.6847 | 42,817 | Planning and development surveyor | 1982-05-28 | ed5f03902fdfae24a4ea4de0f241006f | 1,372,075,228 | 44.583562 | -123.198403 | 0 |
10,721 | 2020-06-24 12:00:32 | 4,956,828,990,005,111,000 | fraud_Runte, Green and Emard | health_fitness | 37.79 | Kenneth | Robinson | M | 269 Sanchez Rapids | Elizabeth | NJ | 7,208 | 40.6747 | -74.2239 | 124,967 | Operational researcher | 1980-12-21 | ed8e2d36d96477905ca663f4578271a3 | 1,372,075,232 | 41.555881 | -73.754172 | 0 |
10,722 | 2020-06-24 12:04:19 | 378,904,938,837,132 | fraud_Connelly-Carter | home | 6.3 | Tina | Zimmerman | F | 3595 Susan Island Suite 063 | Thomas | OK | 73,669 | 35.7382 | -98.7388 | 1,675 | Barrister | 1986-05-01 | 24b20b4d101e2dd58164c8af3e383886 | 1,372,075,459 | 34.942809 | -99.547084 | 0 |
10,723 | 2020-06-24 12:05:22 | 213,180,742,685,905 | fraud_Mante, Luettgen and Hackett | health_fitness | 17.93 | Kayla | Sutton | F | 010 Weaver Land | Carlotta | CA | 95,528 | 40.507 | -123.9743 | 1,139 | Therapist, occupational | 1951-01-15 | b2d1312b025753bb66ea9c8e7011edc4 | 1,372,075,522 | 40.831051 | -124.11536 | 0 |
10,724 | 2020-06-24 12:05:38 | 376,656,886,990,758 | fraud_Barrows PLC | shopping_pos | 3.38 | Richard | Vance | M | 169 Shelia Knoll Suite 753 | Zavalla | TX | 75,980 | 31.1569 | -94.3871 | 2,836 | Designer, jewellery | 1985-12-03 | 3c83bd2c5fe0d84b4a633a3cab50b2ab | 1,372,075,538 | 30.60218 | -93.848545 | 0 |
10,725 | 2020-06-24 12:05:55 | 3,583,635,130,604,947 | fraud_Kautzer and Sons | personal_care | 5.14 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | d692c2916ebaa06a19637245eefc283f | 1,372,075,555 | 39.701633 | -74.790576 | 0 |
10,726 | 2020-06-24 12:08:05 | 4,104,312,520,615,374 | fraud_Reichel LLC | personal_care | 41.57 | Brooke | Rodriguez | F | 901 Todd Gardens Apt. 466 | Mountain Center | CA | 92,561 | 33.6401 | -116.5567 | 1,661 | Therapist, music | 1988-09-19 | 224a7463d7a22cfe1a4ff27584c125b6 | 1,372,075,685 | 32.778714 | -115.615191 | 0 |
10,727 | 2020-06-24 12:09:02 | 4,198,470,814,557 | fraud_Wilkinson PLC | kids_pets | 48.1 | Christie | Williamson | F | 519 Jerry Views | Avoca | IA | 51,521 | 41.4768 | -95.3509 | 2,036 | Engineering geologist | 1971-08-20 | bad1e1ad764696329f23eda741d3328f | 1,372,075,742 | 42.457596 | -96.275104 | 0 |
10,728 | 2020-06-24 12:09:03 | 4,294,040,533,480,516 | fraud_Bernhard-Lesch | food_dining | 2.17 | Gail | Weaver | F | 979 Stewart Lake | New Ellenton | SC | 29,809 | 33.413 | -81.69 | 2,206 | Biomedical scientist | 1986-12-31 | 8fe54f32bd1eb205905e2abdb2d1a5cd | 1,372,075,743 | 32.726316 | -82.073651 | 0 |
10,729 | 2020-06-24 12:09:14 | 2,703,186,189,652,095 | fraud_Medhurst Inc | home | 25.81 | Jennifer | Banks | F | 561 Perry Cove | Moravian Falls | NC | 28,654 | 36.0788 | -81.1781 | 3,495 | Psychologist, counselling | 1988-03-09 | da4f7a963742567ca9e48c67d8d9a3d6 | 1,372,075,754 | 36.526424 | -80.228849 | 0 |
10,730 | 2020-06-24 12:09:43 | 4,745,996,322,265 | fraud_Larkin, Stracke and Greenfelder | entertainment | 65.71 | Carrie | Washington | F | 6114 Adams Harbor Suite 096 | Kingsford Heights | IN | 46,346 | 41.4802 | -86.6919 | 1,423 | Psychologist, forensic | 1998-10-07 | 74524d8a724fc97be8cb603983ce3cf8 | 1,372,075,783 | 42.372787 | -85.709959 | 0 |
10,731 | 2020-06-24 12:10:40 | 4,599,735,407,877,245,000 | fraud_Goyette-Herzog | travel | 5.12 | Mary | Myers | F | 39787 Pamela Fall Suite 639 | Tiptonville | TN | 38,079 | 36.3846 | -89.4649 | 5,577 | Geochemist | 1964-12-30 | ca6900221a270b3c916f17c31a82aa3a | 1,372,075,840 | 36.597407 | -89.425067 | 0 |
10,732 | 2020-06-24 12:10:58 | 213,195,754,007,681 | fraud_Schulist Ltd | food_dining | 74.3 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | cf590d52248ce3b8ceb882d4d9e67072 | 1,372,075,858 | 40.902733 | -91.476755 | 0 |
10,733 | 2020-06-24 12:11:09 | 676,369,110,710 | fraud_Towne LLC | misc_pos | 1.48 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 00e02f10fc44ce4f27c23ea5b2d2bdee | 1,372,075,869 | 42.896615 | -82.7398 | 0 |
10,734 | 2020-06-24 12:11:21 | 6,011,109,736,646,996 | fraud_Reichel, Bradtke and Blanda | travel | 8.98 | 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 | 780cb1eb0aa308fc0dffa4a267e97ca5 | 1,372,075,881 | 33.765875 | -77.868865 | 0 |
10,735 | 2020-06-24 12:11:57 | 38,588,538,868,506 | fraud_Champlin and Sons | home | 45.65 | Jacqueline | Curry | F | 3047 Jeff Place | Marathon | TX | 79,842 | 30.1886 | -103.2214 | 498 | Lexicographer | 1990-11-23 | d99fa47b603d437ef5333631902b5ce8 | 1,372,075,917 | 30.903483 | -102.397239 | 0 |
10,736 | 2020-06-24 12:12:31 | 676,298,633,337 | fraud_Witting, Beer and Ernser | home | 42.3 | Jessica | Werner | F | 4529 Cannon Alley | Center Point | WV | 26,339 | 39.4125 | -80.6352 | 255 | Chief Executive Officer | 1971-12-10 | d3564891d23df508473eee9bd1aee8a2 | 1,372,075,951 | 39.096786 | -80.31262 | 0 |
10,737 | 2020-06-24 12:12:32 | 4,788,103,653,396 | fraud_Schumm PLC | health_fitness | 109.68 | Kristin | Williams | F | 36366 Smith Road | Miamisburg | OH | 45,342 | 39.6321 | -84.2675 | 36,784 | Investment banker, corporate | 1941-07-31 | 3496c4f97e6b2b9fb3d53de92a70bdc7 | 1,372,075,952 | 38.840955 | -83.424774 | 0 |
10,738 | 2020-06-24 12:12:45 | 4,379,260,813,815,979,500 | fraud_Morissette-Schaefer | personal_care | 31.21 | Thomas | Jenkins | M | 93914 Gregory Via | Oakland | CA | 94,619 | 37.7878 | -122.1884 | 381,459 | Barista | 1974-01-03 | 7d8dfe165a28eb4743fdc2a396a04f8b | 1,372,075,965 | 36.792426 | -123.111114 | 0 |
10,739 | 2020-06-24 12:13:08 | 4,587,657,402,165,341,700 | fraud_Kutch, Steuber and Gerhold | food_dining | 8.35 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | 82f6ccbb587125deb3550c2f23275f19 | 1,372,075,988 | 40.255784 | -87.431951 | 0 |
10,740 | 2020-06-24 12:13:15 | 567,868,110,212 | fraud_Hintz, Bauch and Smith | health_fitness | 76.99 | Dawn | Tucker | F | 789 Herring Manors | Houston | TX | 77,007 | 29.7736 | -95.4034 | 2,906,700 | Copywriter, advertising | 1984-12-16 | 45499c28331e1c076a28e29997c543b2 | 1,372,075,995 | 28.832488 | -95.601201 | 0 |
10,741 | 2020-06-24 12:13:35 | 6,517,217,825,320,610 | fraud_Bode-Rempel | kids_pets | 33.85 | James | Reese | M | 26975 Richardson Mills Apt. 402 | Sontag | MS | 39,665 | 31.6453 | -90.1801 | 1,196 | Librarian, academic | 1958-06-11 | bf88d27c9325c9630fa0bf053a8da9af | 1,372,076,015 | 31.133996 | -90.708291 | 0 |
10,742 | 2020-06-24 12:14:13 | 6,011,504,998,544,485 | fraud_Osinski Inc | personal_care | 17.74 | Ashley | Whitney | F | 4038 Smith Avenue | Jones | AL | 36,749 | 32.5104 | -86.8138 | 1,089 | Materials engineer | 1971-11-02 | 5ad25b559dfe04879fb76703d024db09 | 1,372,076,053 | 32.404846 | -87.515502 | 0 |
10,743 | 2020-06-24 12:14:24 | 4,658,490,815,480,264 | fraud_Bahringer-Streich | food_dining | 61.32 | Tara | Richards | F | 4879 Cristina Station | Keisterville | PA | 15,449 | 39.9636 | -79.7853 | 184 | Systems developer | 1945-11-04 | 6d5258e4657e3ee65e902f600c68b392 | 1,372,076,064 | 40.117402 | -78.967326 | 0 |
10,744 | 2020-06-24 12:15:09 | 375,082,648,741,747 | fraud_Hermiston, Pacocha and Smith | health_fitness | 23.99 | Shannon | Bell | F | 2918 David Spurs | Georgetown | MN | 56,546 | 47.0999 | -96.727 | 346 | Research officer, trade union | 1976-12-14 | 98e52577ec388c182fcf6288ae13ba74 | 1,372,076,109 | 46.246217 | -97.540109 | 0 |
10,745 | 2020-06-24 12:16:24 | 30,238,755,902,988 | fraud_Brown, Homenick and Lesch | health_fitness | 10.62 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 2e5d08977c974cab5bf27dec2e63616a | 1,372,076,184 | 30.663628 | -96.629496 | 0 |
10,746 | 2020-06-24 12:16:59 | 30,491,348,102,802 | fraud_Quitzon-Goyette | home | 14.76 | Tommy | Dixon | M | 8829 Steele Station | Dresden | KS | 67,635 | 39.6094 | -100.4112 | 169 | Librarian, public | 1953-07-30 | 571cc0dcdcd09843d48ff820a5f6335b | 1,372,076,219 | 38.880227 | -101.321237 | 0 |
10,747 | 2020-06-24 12:17:22 | 4,642,255,475,285,942 | fraud_Schoen Ltd | kids_pets | 16.19 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | bcda46a40c74952d5867be76d1726994 | 1,372,076,242 | 39.291757 | -108.900216 | 0 |
10,748 | 2020-06-24 12:18:04 | 341,542,810,616,333 | fraud_Bode-Schuster | kids_pets | 10.37 | Billy | Mcdonald | M | 304 Ryan Port Suite 335 | Camden | MO | 64,017 | 39.2048 | -94.0259 | 464 | Colour technologist | 1959-05-28 | f3379d5d48f352d27d512eef2e2860e5 | 1,372,076,284 | 39.913473 | -94.777898 | 0 |
10,749 | 2020-06-24 12:18:16 | 30,238,755,902,988 | fraud_Yost-Rogahn | personal_care | 13.87 | Danielle | Yu | F | 5395 Colon Burgs Suite 037 | Thrall | TX | 76,578 | 30.592 | -97.2893 | 1,766 | Press sub | 1976-01-02 | 54a95de0be9a27456d7600ab782580d2 | 1,372,076,296 | 30.388182 | -96.711757 | 0 |
10,750 | 2020-06-24 12:18:45 | 3,500,969,075,198,072 | fraud_Berge, Kautzer and Harris | personal_care | 3.11 | Kenneth | Sanchez | M | 0110 Ashley Forest | Tekoa | WA | 99,033 | 47.2271 | -117.0819 | 895 | Clothing/textile technologist | 1999-05-31 | 3cb56d0388eded1c9f6000b0af83468c | 1,372,076,325 | 46.649914 | -116.573281 | 0 |
10,751 | 2020-06-24 12:18:46 | 4,452,366,298,769,043 | fraud_Weimann-Lockman | kids_pets | 10.31 | Linda | Davis | F | 6602 Ortiz Pine Apt. 179 | Blooming Grove | TX | 76,626 | 32.0758 | -96.701 | 1,563 | Financial adviser | 1978-03-04 | 1cc55a900cfc1dce0aaa236904298f8c | 1,372,076,326 | 31.995186 | -96.078861 | 0 |
10,752 | 2020-06-24 12:18:58 | 4,518,350,514,020,532 | fraud_Bernier and Sons | kids_pets | 2.92 | Christopher | Gregory | M | 9579 Porter Tunnel | Wauchula | FL | 33,873 | 27.5517 | -81.8074 | 14,742 | Teaching laboratory technician | 1993-02-26 | b1a7fe16162893a4c5882987ce2617be | 1,372,076,338 | 27.088955 | -81.648163 | 0 |
10,753 | 2020-06-24 12:19:05 | 4,279,161,831,637 | fraud_Schmidt-Larkin | home | 1.31 | Lisa | Hendrix | F | 35737 Kirby Fall Suite 409 | Vanderbilt | PA | 15,486 | 40.0246 | -79.6955 | 2,303 | Physiotherapist | 1987-08-16 | 5901f85b02295e1f6784215a1ad26347 | 1,372,076,345 | 39.836628 | -80.658878 | 0 |
10,754 | 2020-06-24 12:20:01 | 4,060,579,726,528,237 | fraud_Schimmel-Olson | kids_pets | 12.41 | Steven | Sanders | M | 25955 Amy Via | Ozawkie | KS | 66,070 | 39.2136 | -95.4404 | 2,661 | Theatre director | 1948-11-14 | f649a91fe8578420bba7428d4077e369 | 1,372,076,401 | 38.748602 | -96.132683 | 0 |
10,755 | 2020-06-24 12:20:24 | 3,567,527,758,368,741 | fraud_Daugherty-Thompson | food_dining | 52.39 | Amanda | Vance | F | 14601 Downs Skyway Apt. 440 | Sterling City | TX | 76,951 | 31.8351 | -101.0017 | 1,143 | Scientist, biomedical | 1962-03-19 | 0381d2c191ecfeff9adc2c5f7311eee6 | 1,372,076,424 | 32.302906 | -100.795518 | 0 |
10,756 | 2020-06-24 12:21:16 | 4,797,297,220,948,469,000 | fraud_Johns-Hoeger | entertainment | 12.77 | Erica | Briggs | F | 3310 Davidson Spurs Apt. 107 | Oolitic | IN | 47,451 | 38.8938 | -86.5246 | 1,228 | Counsellor | 1991-03-13 | 3af4e2ab6915b28a4d58ae32007122f6 | 1,372,076,476 | 39.269305 | -85.824124 | 0 |
10,757 | 2020-06-24 12:21:23 | 4,424,338,559,877,976 | fraud_Schaefer Ltd | kids_pets | 29.52 | Denise | Barnett | F | 23220 Eaton Harbors | Kirby | OH | 43,330 | 40.813 | -83.4196 | 118 | Private music teacher | 1957-11-12 | f6fbdb6cd4a62767ef48bf498a977007 | 1,372,076,483 | 40.037008 | -83.284526 | 0 |
10,758 | 2020-06-24 12:22:04 | 2,720,433,095,629,877 | fraud_Effertz, Welch and Schowalter | entertainment | 20.2 | Mark | Wood | M | 854 Walker Dale Suite 488 | Bowdoin | ME | 4,287 | 44.0575 | -69.9656 | 3,224 | Engineer, electronics | 1997-08-22 | 6f9a0d7cf0c85ac918a5120a186ab76a | 1,372,076,524 | 43.77481 | -69.834396 | 0 |
10,759 | 2020-06-24 12:22:06 | 30,118,423,745,458 | fraud_Kulas Group | health_fitness | 67.3 | Jared | Velazquez | M | 01479 Murray Circle | Matawan | NJ | 7,747 | 40.4109 | -74.238 | 30,770 | Drilling engineer | 1993-04-29 | 094fc513e415d3e351ffd229b2abcc0b | 1,372,076,526 | 39.599064 | -75.217428 | 0 |
10,760 | 2020-06-24 12:22:22 | 4,181,833,256,558,614,000 | fraud_Kutch, Steuber and Gerhold | food_dining | 6.85 | Jessica | Potter | F | 7600 Stephen Course Suite 031 | Red River | NM | 87,558 | 36.6659 | -105.4694 | 606 | Surveyor, land/geomatics | 1988-09-06 | 7a37d68f05866bfaff87673c12be331a | 1,372,076,542 | 36.230891 | -104.571597 | 0 |
10,761 | 2020-06-24 12:22:24 | 30,501,624,614,310 | fraud_Little-Gleichner | travel | 1.1 | Amanda | Smith | F | 180 Graves Shore | Scotia | SC | 29,939 | 32.6786 | -81.2455 | 302 | Magazine features editor | 1973-05-04 | 3d3d7417b84f5e431f113c850ac8811a | 1,372,076,544 | 32.160809 | -80.392457 | 0 |
10,762 | 2020-06-24 12:22:39 | 2,288,813,824,604,479 | fraud_Veum-Koelpin | travel | 7.97 | Barbara | Norman | F | 6278 Stephanie Unions | New York City | NY | 10,039 | 40.8265 | -73.9383 | 1,577,385 | Herbalist | 1981-08-29 | 9f5d5b67cd7b162812a703a40c77fd61 | 1,372,076,559 | 40.629985 | -74.793296 | 0 |
10,763 | 2020-06-24 12:23:07 | 4,900,628,639,996 | fraud_Ankunding-Carroll | travel | 5.87 | Michael | Johnson | M | 094 Owens Underpass | Norwalk | CA | 90,650 | 33.9056 | -118.0818 | 105,549 | Firefighter | 1973-09-22 | 81f44c3bc8b289956adf242410fe5348 | 1,372,076,587 | 33.761978 | -118.650265 | 0 |
10,764 | 2020-06-24 12:23:27 | 378,278,619,832,195 | fraud_Kozey-McDermott | travel | 3.16 | Mary | Mcintyre | F | 77921 Costa Villages | Eugene | OR | 97,403 | 44.0385 | -123.0614 | 191,096 | Scientist, physiological | 1964-04-06 | 3cc7be5553c745c5aa5ad3589e3ee404 | 1,372,076,607 | 43.146552 | -123.610134 | 0 |
10,765 | 2020-06-24 12:24:14 | 3,573,030,041,201,292 | fraud_Nader-Maggio | personal_care | 5.39 | Joanne | Williams | F | 3638 Marsh Union | Altonah | UT | 84,002 | 40.3207 | -110.436 | 302 | Sales professional, IT | 1990-01-17 | 711c23d0b4a2799e72291888392c1196 | 1,372,076,654 | 40.27737 | -111.037845 | 0 |
10,766 | 2020-06-24 12:24:15 | 342,351,256,941,125 | fraud_Gottlieb-Hansen | personal_care | 38.98 | Rebecca | Obrien | F | 5619 Mendoza Inlet | Juliette | GA | 31,046 | 33.1194 | -83.8235 | 3,343 | Theatre manager | 1990-06-08 | f399f940232cca2f7ccae76e8d8b2352 | 1,372,076,655 | 33.777349 | -84.492531 | 0 |
10,767 | 2020-06-24 12:24:31 | 630,424,987,505 | fraud_Goyette-Herzog | travel | 6.75 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | f442801d76ff5c1d7095f223988b5b6a | 1,372,076,671 | 38.883668 | -79.860243 | 0 |
10,768 | 2020-06-24 12:24:42 | 4,128,027,264,554,082 | fraud_Crooks and Sons | personal_care | 6.13 | Kyle | Park | M | 7507 Larry Passage Suite 859 | Mount Perry | OH | 43,760 | 39.8788 | -82.188 | 1,831 | Barrister's clerk | 1953-10-18 | 331d2a5e488a4d240fc3a460b3f313a3 | 1,372,076,682 | 38.970283 | -81.476349 | 0 |
10,769 | 2020-06-24 12:24:42 | 4,048,508,450,704,760 | fraud_Hammes-Beatty | kids_pets | 40.61 | Cheryl | Melton | F | 5053 Bell Crescent Apt. 255 | Fullerton | NE | 68,638 | 41.366 | -98.0054 | 1,749 | Surveyor, mining | 1973-05-07 | f9721c0fbabc5a3e7b37aef0040da5f9 | 1,372,076,682 | 42.029796 | -98.155341 | 0 |
10,770 | 2020-06-24 12:24:48 | 5,152,054,598,359,927 | fraud_Lesch, D'Amore and Brown | food_dining | 17.03 | Jim | Johnson | M | 868 Brady Mill Apt. 837 | Gretna | LA | 70,056 | 29.8872 | -90.0331 | 55,581 | Biomedical scientist | 1972-09-12 | 1bef3407ca59083aae852d8f3dce1374 | 1,372,076,688 | 30.627 | -90.771438 | 0 |
10,771 | 2020-06-24 12:25:10 | 213,153,151,785,052 | fraud_Gaylord-Powlowski | home | 11.54 | Rebecca | Conley | F | 181 Moreno Light Apt. 215 | Tomahawk | WI | 54,487 | 45.4963 | -89.7273 | 9,594 | Seismic interpreter | 1997-11-23 | 93fbbc706c8c5e5a4cdc306f3fc4b5ab | 1,372,076,710 | 44.525336 | -88.859067 | 0 |
10,772 | 2020-06-24 12:25:31 | 4,642,255,475,285,942 | fraud_Flatley-Durgan | misc_net | 4.6 | Sabrina | Johnson | F | 320 Nicholson Orchard | Thompson | UT | 84,540 | 38.9999 | -109.615 | 46 | Surveyor, minerals | 1987-04-23 | 9921b8ba0547bc11fded6764bf9f5d48 | 1,372,076,731 | 39.777498 | -109.23135 | 0 |
10,773 | 2020-06-24 12:25:53 | 3,595,192,916,105,588 | fraud_Jast-McDermott | shopping_pos | 4.47 | Dustin | Roberts | M | 3283 James Station | Fayetteville | NC | 28,314 | 35.0583 | -79.008 | 238,602 | Scientist, research (maths) | 1993-05-14 | 2507821071b3f25cdd717e3e6d32b563 | 1,372,076,753 | 35.126134 | -79.930562 | 0 |
10,774 | 2020-06-24 12:26:13 | 4,451,438,912,406,400 | fraud_Gerlach Inc | shopping_net | 49.94 | Cheryl | Morgan | F | 7535 Amanda Manors Suite 293 | Norman | AR | 71,960 | 34.4596 | -93.6743 | 1,383 | Manufacturing engineer | 1999-09-11 | a7ead989c86e3697a6708d8cb3d0ba32 | 1,372,076,773 | 33.977378 | -93.220002 | 0 |
10,775 | 2020-06-24 12:26:21 | 370,818,583,810,103 | fraud_Abshire PLC | entertainment | 19.51 | John | Davis | M | 9670 Monroe Junctions | Rockwood | PA | 15,557 | 39.9373 | -79.1865 | 3,684 | General practice doctor | 1976-01-10 | 289a4cc870c53fcae41255b54c88e56f | 1,372,076,781 | 39.380453 | -78.499003 | 0 |
10,776 | 2020-06-24 12:26:25 | 3,575,789,281,659,026 | fraud_Hahn, Bahringer and McLaughlin | personal_care | 32.74 | Lindsay | Wilson | F | 7618 Gonzales Mission | Centerview | MO | 64,019 | 38.7897 | -93.8702 | 2,368 | Electronics engineer | 1989-07-17 | 9dd6e417e5cf51da00c69292927001b8 | 1,372,076,785 | 39.004716 | -93.953429 | 0 |
10,777 | 2020-06-24 12:26:48 | 343,464,013,864,032 | fraud_Schuppe-Schuppe | food_dining | 31.92 | Jodi | Foster | F | 551 Zachary Freeway | Bailey | NC | 27,807 | 35.8072 | -78.0892 | 6,629 | Call centre manager | 1962-08-13 | 07de30336fa9a496650059869533b428 | 1,372,076,808 | 36.616426 | -78.182982 | 0 |
10,778 | 2020-06-24 12:27:34 | 630,424,987,505 | fraud_Beier LLC | entertainment | 2.71 | Jennifer | Black | F | 2870 Bean Terrace Apt. 756 | Thomas | WV | 26,292 | 39.1505 | -79.503 | 836 | Forensic psychologist | 1981-08-29 | 05bde5e88dba2fb69d172e0d29506f15 | 1,372,076,854 | 38.838879 | -79.230299 | 0 |
10,779 | 2020-06-24 12:28:04 | 676,245,600,876 | fraud_Pouros, Walker and Spencer | kids_pets | 55.15 | Ashley | Blanchard | F | 292 Lowe Dam Suite 858 | West Palm Beach | FL | 33,417 | 26.7197 | -80.1248 | 459,921 | Historic buildings inspector/conservation officer | 1960-06-14 | 26c57cea69f7d8d66f77ef5488b928ed | 1,372,076,884 | 27.489573 | -79.827199 | 0 |
10,780 | 2020-06-24 12:28:07 | 213,195,754,007,681 | fraud_Hilpert-Conroy | kids_pets | 162 | Zachary | Allen | M | 69252 Oconnor Alley Apt. 153 | Ollie | IA | 52,576 | 41.2001 | -92.1354 | 568 | Commercial horticulturist | 1969-07-24 | 163c9a65f2f11d12fb18a365a1d494d5 | 1,372,076,887 | 40.543131 | -91.908538 | 0 |
10,781 | 2020-06-24 12:28:25 | 4,427,805,710,168 | fraud_Gottlieb, Considine and Schultz | shopping_net | 7.05 | Michelle | Rodriguez | F | 1742 Brandon Squares Apt. 461 | Ruidoso | NM | 88,355 | 33.3305 | -105.6933 | 8,874 | Licensed conveyancer | 2000-08-16 | 00b0eabc9267fe301aecebeb397e1a94 | 1,372,076,905 | 33.476998 | -105.164058 | 0 |
10,782 | 2020-06-24 12:28:31 | 3,583,635,130,604,947 | fraud_Bahringer, Schoen and Corkery | shopping_pos | 4.93 | Crystal | Gamble | F | 899 Michele View Suite 960 | Philadelphia | PA | 19,149 | 40.0369 | -75.0664 | 1,526,206 | Structural engineer | 1985-01-01 | 82f01bf51583c4cbbb93369529040724 | 1,372,076,911 | 39.154985 | -75.92856 | 0 |
10,783 | 2020-06-24 12:28:56 | 30,044,330,818,990 | fraud_Thiel Ltd | travel | 8.63 | Allison | Ayala | F | 87665 Karen Mill Apt. 586 | Fort Myers | FL | 33,967 | 26.4722 | -81.8122 | 224,256 | Paramedic | 1985-08-29 | cb5884ae623c952c8d7826aa05223ff8 | 1,372,076,936 | 26.080427 | -82.690343 | 0 |
10,784 | 2020-06-24 12:29:12 | 3,587,960,728,692,500 | fraud_Hammes-Beatty | kids_pets | 54.64 | 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 | 46e9dae323e4af334530a9e2062467ea | 1,372,076,952 | 42.173123 | -95.415319 | 0 |
10,785 | 2020-06-24 12:29:18 | 340,951,438,290,556 | fraud_Weimann-Lockman | kids_pets | 204.91 | Maria | Garcia | F | 865 Thomas Village | Orangeburg | NY | 10,962 | 41.0442 | -73.9609 | 5,950 | Records manager | 1971-07-02 | 42dc5f2eb787c2075163f2d3a19545aa | 1,372,076,958 | 41.293024 | -73.184512 | 0 |
10,786 | 2020-06-24 12:29:42 | 676,173,792,455 | fraud_Adams-Barrows | health_fitness | 28.91 | 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 | 92908b956a5ca96e6712db967d654f20 | 1,372,076,982 | 34.343779 | -119.419139 | 0 |
10,787 | 2020-06-24 12:29:56 | 30,235,438,713,303 | fraud_Volkman-Predovic | shopping_net | 7.42 | James | Baldwin | M | 3603 Mitchell Court | Winfield | WV | 25,213 | 38.5072 | -81.89 | 5,512 | Exhibition designer | 1980-03-24 | 0035d4cb5ae9ef8185e6091112e623dc | 1,372,076,996 | 38.287039 | -82.863885 | 0 |
10,788 | 2020-06-24 12:34:19 | 676,369,110,710 | fraud_Maggio-Fahey | misc_pos | 7.53 | David | Wolfe | M | 81261 Garcia Underpass Suite 741 | Southfield | MI | 48,034 | 42.4969 | -83.2911 | 75,830 | Engineer, automotive | 1974-12-28 | 82efa713aa2be3dd6eb6b75e5ce422f7 | 1,372,077,259 | 42.471274 | -82.521242 | 0 |
10,789 | 2020-06-24 12:35:03 | 4,990,494,243,023 | fraud_Hoppe-Parisian | kids_pets | 12.49 | Martin | Ford | M | 56812 Francis Courts | Corriganville | MD | 21,524 | 39.6967 | -78.8031 | 626 | Energy engineer | 1960-12-13 | 9143e1cc1267796df91553d83a9278d7 | 1,372,077,303 | 39.079001 | -77.975181 | 0 |
10,790 | 2020-06-24 12:35:12 | 4,294,930,380,592 | fraud_Monahan-Morar | personal_care | 59.89 | 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 | a9597123c998ce06944114a6c5fed8e1 | 1,372,077,312 | 37.219424 | -79.287347 | 0 |
10,791 | 2020-06-24 12:36:36 | 3,568,255,211,412,877 | fraud_Wuckert-Goldner | home | 9.69 | Timothy | Gomez | M | 707 Anthony Causeway | Leo | IN | 46,765 | 41.2249 | -85.0301 | 5,341 | Biomedical engineer | 1994-11-24 | 224c48ca0f67675b2dcdf4009ca22c67 | 1,372,077,396 | 40.720696 | -84.348766 | 0 |
10,792 | 2020-06-24 12:36:40 | 4,220,345,354,880 | fraud_Fritsch LLC | travel | 4.99 | Patrick | Torres | M | 27386 Snyder Station | Oxford | MI | 48,371 | 42.8223 | -83.2829 | 24,840 | Agricultural consultant | 1960-01-20 | 3b6a0db2c01ec1118bf85b2c4dd928bf | 1,372,077,400 | 42.018817 | -83.804993 | 0 |
10,793 | 2020-06-24 12:38:18 | 374,125,201,044,065 | fraud_Tillman LLC | travel | 7.14 | Christopher | Gilbert | M | 20937 Reed Lakes Apt. 271 | Washington | DC | 20,012 | 38.9757 | -77.0282 | 601,723 | Optician, dispensing | 1970-07-20 | e0cc56f05346eb21197ebf7a65fe8b62 | 1,372,077,498 | 39.821649 | -77.070458 | 0 |
10,794 | 2020-06-24 12:39:00 | 30,407,675,418,785 | fraud_Homenick LLC | personal_care | 30.81 | Danielle | Evans | F | 76752 David Lodge Apt. 064 | Breesport | NY | 14,816 | 42.1939 | -76.7361 | 520 | Psychotherapist | 1991-10-13 | 8747b5cbb226f87cee125eddeb4457a6 | 1,372,077,540 | 43.133074 | -76.534882 | 0 |
10,795 | 2020-06-24 12:39:03 | 4,457,732,997,086,323,700 | fraud_Baumbach, Strosin and Nicolas | shopping_pos | 132.08 | Stanley | Mayo | M | 3433 Jones Branch | Fiddletown | CA | 95,629 | 38.5234 | -120.6763 | 832 | Immigration officer | 1987-05-19 | a2c118bc78b62f5add50af1364c674df | 1,372,077,543 | 37.885683 | -120.815579 | 0 |
10,796 | 2020-06-24 12:39:16 | 4,587,657,402,165,341,700 | fraud_Jakubowski Group | food_dining | 4.45 | Amber | Lewis | F | 6296 John Keys Suite 858 | Pembroke Township | IL | 60,958 | 41.0646 | -87.5917 | 2,135 | Psychotherapist, child | 2004-05-08 | ac6234bf1defe88af8a45d09b1d11341 | 1,372,077,556 | 40.507164 | -88.010776 | 0 |
10,797 | 2020-06-24 12:40:20 | 4,092,452,671,396,169,700 | fraud_Jerde-Hermann | travel | 9.56 | Jeffrey | Vargas | M | 478 Alexandria Mount | Bolton | NC | 28,423 | 34.3091 | -78.3372 | 2,290 | Engineer, biomedical | 1945-12-07 | 7cd045063ea0d2f3912f88cbac5a7268 | 1,372,077,620 | 34.49328 | -77.808053 | 0 |
10,798 | 2020-06-24 12:42:56 | 30,266,994,494,236 | fraud_Kihn Inc | shopping_pos | 8.25 | Sarah | Foster | F | 77872 Andrea Glen Apt. 543 | Ford | VA | 23,850 | 37.1349 | -77.7364 | 1,051 | Chief Operating Officer | 1976-11-21 | 77a52600e72732fb94d1b4a6f2c865a1 | 1,372,077,776 | 38.066865 | -77.445194 | 0 |
10,799 | 2020-06-24 12:43:59 | 4,449,530,933,957,323 | fraud_Thompson-Gleason | health_fitness | 7.22 | Felicia | Mckee | F | 84079 Thomas Burgs | Tomales | CA | 94,971 | 38.2427 | -122.9145 | 337 | Occupational psychologist | 1954-07-05 | f5d1fc0a08b8cbc79122b3cc9580a3e6 | 1,372,077,839 | 38.456458 | -123.772673 | 0 |
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