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
4,600
2019-01-03 21:30:30
676,372,984,911
fraud_Monahan-Morar
personal_care
24.9
Vicki
Mendoza
F
3645 Atkins Island Apt. 238
Esbon
KS
66,941
39.7562
-98.4462
242
Tourism officer
1987-07-18
db034cb4e51a5634646c32fd1a3b982d
1,325,626,230
40.399415
-98.550705
0
4,601
2019-01-03 21:31:55
4,170,689,372,027,579
fraud_Reilly LLC
home
13.22
Samuel
Frey
M
830 Myers Plaza Apt. 384
Edmond
OK
73,034
35.6665
-97.4798
116,001
Media buyer
1993-05-10
09d629bc38797d8eaca050a7a76c3c74
1,325,626,315
36.275306
-97.369021
0
4,602
2019-01-03 21:32:26
6,011,104,316,292,105
fraud_Champlin-Casper
home
113.64
Valerie
Davis
F
3861 Anderson Ramp Apt. 536
Drakes Branch
VA
23,937
36.9688
-78.5615
1,970
Energy engineer
1985-09-02
e608749abe10113d7e1116c081955afb
1,325,626,346
37.687158
-78.115561
0
4,603
2019-01-03 21:32:37
4,956,828,990,005,111,000
fraud_Weber and Sons
food_dining
3.34
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
1980-12-21
5f963b62027fecb49bf60694494a3dd8
1,325,626,357
40.135501
-74.945484
0
4,604
2019-01-03 21:32:37
3,560,725,013,359,375
fraud_Bahringer, Bergnaum and Quitzon
home
110.3
Brooke
Smith
F
63542 Luna Brook Apt. 012
Notrees
TX
79,759
31.8599
-102.7413
23
Cytogeneticist
1969-09-15
1dfd4e31f3ce9e9bade14cc27c1c622f
1,325,626,357
31.289619
-102.803092
0
4,605
2019-01-03 21:33:26
676,195,318,214
fraud_Effertz LLC
entertainment
103.38
Brandy
Quinn
F
9734 Beard Fields Suite 885
Altair
TX
77,412
29.6047
-96.5249
106
Editor, film/video
1983-07-24
3a91071877baae35f1915ccb1c84d6c6
1,325,626,406
29.337508
-97.317492
0
4,606
2019-01-03 21:33:32
4,651,007,077,623,147
fraud_Schaefer Ltd
kids_pets
42.13
Andrea
Lewis
F
43075 Cohen Shoals
Ashford
WA
98,304
46.7531
-121.9898
759
Video editor
1956-09-14
e9ba8caf3d4184f639cfa5402d7a3009
1,325,626,412
45.818447
-121.927533
0
4,607
2019-01-03 21:35:00
6,011,388,901,471,808
fraud_Schneider, Hayes and Nikolaus
food_dining
45.57
Jacqueline
Marsh
F
950 Sheryl Spurs
Dunlevy
PA
15,432
40.1151
-79.8627
427
Mining engineer
1951-02-05
f5fb2fafd5afe65819fe1bd5328777f7
1,325,626,500
39.223786
-79.237665
0
4,608
2019-01-03 21:35:19
4,302,480,582,202,074
fraud_Dare-Marvin
entertainment
34.13
David
Rodriguez
M
821 Solis Points
Muskegon
MI
49,440
43.2326
-86.2492
128,715
Historic buildings inspector/conservation officer
1995-05-25
2a64b832b1fd107f9b63f8c4aa2bdeb8
1,325,626,519
43.587771
-85.956416
0
4,609
2019-01-03 21:35:54
4,279,161,831,637
fraud_Will Ltd
food_dining
39.58
Lisa
Hendrix
F
35737 Kirby Fall Suite 409
Vanderbilt
PA
15,486
40.0246
-79.6955
2,303
Physiotherapist
1987-08-16
e0bf412cfd997dafe6c3fc218daf1b23
1,325,626,554
39.706614
-80.536215
0
4,610
2019-01-03 21:38:00
4,342,532,437,704,183
fraud_Torphy-Goyette
shopping_pos
2.69
Kevin
Elliott
M
1852 Vincent Isle Suite 328
Newark Valley
NY
13,811
42.2281
-76.1625
4,354
Further education lecturer
1994-02-16
3e369b2f415c5063cbc03f968d050e74
1,325,626,680
42.737148
-75.931394
0
4,611
2019-01-03 21:40:27
4,681,699,462,969
fraud_Boyer-Reichert
shopping_net
400
Joseph
Gonzalez
M
319 Wendy Fort Suite 179
Murfreesboro
TN
37,132
35.8596
-86.421
158,701
Journalist, newspaper
1978-03-06
2c9b8449b1f3b6bdbd9cd6c857dd10d1
1,325,626,827
35.385839
-87.146957
0
4,612
2019-01-03 21:40:28
30,199,621,383,748
fraud_Rippin-VonRueden
health_fitness
18.05
Theresa
Powell
F
117 Natasha Vista Suite 936
Leonard
TX
75,452
33.4044
-96.2238
4,090
Sub
1977-03-23
5cf3e6975a8cb46c79cf127becde5114
1,325,626,828
34.386146
-96.586781
0
4,613
2019-01-03 21:41:23
4,689,147,265,057,949,000
fraud_Sporer-Keebler
personal_care
16.79
Steven
Brooks
M
2622 Reynolds Isle
Manley
NE
68,403
40.9207
-96.168
206
Human resources officer
1967-10-04
e3ad23672d2ff5cf29e2a2d5fadc78c0
1,325,626,883
40.449648
-96.226761
0
4,614
2019-01-03 21:42:58
2,242,542,703,101,233
fraud_Schuppe, Nolan and Hoeger
shopping_pos
101.82
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
ae5ca8b276e10f0d58b61b569f0ce1ec
1,325,626,978
38.898414
-84.709587
0
4,615
2019-01-03 21:43:13
30,235,438,713,303
fraud_Bechtelar-Rippin
food_dining
9.25
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
6d936498bc0a96accb086cf2a2d61b22
1,325,626,993
37.767574
-82.744134
0
4,616
2019-01-03 21:43:44
4,661,996,144,291,812,000
fraud_Lind-Buckridge
entertainment
140.87
Linda
Park
F
24607 Charles Mountains
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Operations geologist
1963-08-04
659f2ef1a75788a44386cd7bce7925d4
1,325,627,024
41.762564
-79.251954
0
4,617
2019-01-03 21:44:10
4,789,911,625,179,723
fraud_Mayert Group
shopping_pos
193.1
Dorothy
Zuniga
F
77321 Ford Via
Moriches
NY
11,955
40.8095
-72.8229
3,285
Research officer, trade union
1988-04-27
b89dc1a326943e60fd1f0bca4687056f
1,325,627,050
41.429383
-72.482821
0
4,618
2019-01-03 21:45:24
30,175,986,190,993
fraud_Brown, Homenick and Lesch
health_fitness
89.95
Rebecca
Butler
F
0665 Lisa Alley
Winger
MN
56,592
47.5375
-95.9941
516
Applications developer
1966-06-07
98cc8c2213df261e1546888c791bd86d
1,325,627,124
47.773717
-96.345276
0
4,619
2019-01-03 21:47:20
3,564,839,259,330,465
fraud_Reilly LLC
home
33.39
Robert
Ashley
M
1250 Christopher Prairie Suite 016
Port Costa
CA
94,569
38.046
-122.1866
198
Armed forces training and education officer
1959-03-31
ade7e91bd8bf86087645562ebbb47338
1,325,627,240
38.404824
-122.0504
0
4,620
2019-01-03 21:48:05
30,404,291,151,692
fraud_Reichel LLC
personal_care
6.62
Savannah
Lewis
F
537 Walker Freeway
North Tonawanda
NY
14,120
43.0498
-78.851
45,100
Ambulance person
1993-10-25
fb40f7c4369400dc4763f55e383db0ec
1,325,627,285
42.68288
-79.780229
0
4,621
2019-01-03 21:50:31
3,598,215,285,024,754
fraud_Pacocha-Weissnat
kids_pets
15.22
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
1970-10-21
689cced4d4ce566bef12cdc01f879d5a
1,325,627,431
40.961352
-73.167018
0
4,622
2019-01-03 21:51:10
2,296,006,538,441,789
fraud_Kling, Howe and Schneider
home
44.29
Judy
Hogan
F
4970 Michelle Burgs
Brooklyn
NY
11,217
40.6816
-73.9798
2,504,700
Medical sales representative
1999-09-01
ba254cf758a53acfb7d8108c674733ff
1,325,627,470
41.096365
-74.468743
0
4,623
2019-01-03 21:52:56
4,560,395,181,594,436,000
fraud_White and Sons
home
34.81
Angela
Taylor
F
6343 Ramirez Skyway Apt. 518
Lakeport
CA
95,453
39.047
-122.9328
11,256
Podiatrist
1972-10-18
b9c52417e2f7247dc85b4491f1ee88f7
1,325,627,576
38.952357
-122.163084
0
4,624
2019-01-03 21:53:30
4,457,732,997,086,323,700
fraud_Durgan, Gislason and Spencer
home
76.19
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
1987-05-19
4f30a1dbf5cdb8cc592072d34022f544
1,325,627,610
38.139068
-120.935981
0
4,625
2019-01-03 21:56:17
4,874,006,077,381,178
fraud_Kassulke Inc
entertainment
49.21
Patricia
Russell
F
89297 Wilson Green Suite 601
Moscow
IA
52,760
41.5646
-91.0859
533
Chief Technology Officer
1990-01-13
b4f8012f88174d99be9b4fb053229d89
1,325,627,777
41.532648
-90.115113
0
4,626
2019-01-03 21:56:47
377,234,009,633,447
fraud_Heaney-Marquardt
entertainment
65.87
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
2a3c8196242297523defdf4aaf255c48
1,325,627,807
40.17406
-77.605994
0
4,627
2019-01-03 21:57:41
3,547,560,454,237,873
fraud_Lakin, Ferry and Beatty
food_dining
87.8
Jerry
Robinson
M
212 Mary Stream
Arcadia
MI
49,613
44.5232
-86.2061
680
Designer, jewellery
1966-12-21
6800b2706b58a4fae69f4d01747e893e
1,325,627,861
44.967862
-85.295355
0
4,628
2019-01-03 21:58:53
6,011,367,958,204,270
fraud_Kilback and Sons
entertainment
130.77
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
73cc77c03a9a3713554bafa855b8f8df
1,325,627,933
41.34836
-82.118507
0
4,629
2019-01-03 21:58:53
4,992,346,398,065,154,000
fraud_Lind-Buckridge
entertainment
78.2
Benjamin
Kim
M
920 Patrick Light
Mc Nabb
IL
61,335
41.173
-89.2187
532
Audiological scientist
1956-01-09
c53bdb79508cce986b54e11b236fa0ad
1,325,627,933
40.672116
-89.646768
0
4,630
2019-01-03 21:58:54
3,597,926,034,019,603
fraud_Streich, Dietrich and Barton
shopping_net
6.79
Derrick
Flores
M
83690 Nicholas Ports Apt. 846
Oakland
TN
38,060
35.2229
-89.5518
9,496
Furniture conservator/restorer
1993-03-23
b63424fcdb05ca0992eb8e34aaac8a21
1,325,627,934
34.793533
-89.251461
0
4,631
2019-01-03 21:59:10
4,798,937,978,667,560,000
fraud_Wisozk and Sons
misc_pos
1.28
Robert
Williams
M
09419 Lewis Rapids
Bay City
MI
48,706
43.6088
-83.953
67,858
Water quality scientist
1995-03-13
55d776b7f2af841fb88d16512d4a70b9
1,325,627,950
43.920943
-83.767947
0
4,632
2019-01-03 21:59:16
4,939,976,756,738,216
fraud_Lang, Towne and Schuppe
kids_pets
38.12
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
c66c6940a405d11caf44c9f4fe3fa1b5
1,325,627,956
26.662093
-98.803562
0
4,633
2019-01-03 21:59:26
3,595,192,916,105,588
fraud_Lehner, Mosciski and King
misc_net
4.3
Dustin
Roberts
M
3283 James Station
Fayetteville
NC
28,314
35.0583
-79.008
238,602
Scientist, research (maths)
1993-05-14
70034283525e386f5d61b399fddbf989
1,325,627,966
34.631588
-79.87092
0
4,634
2019-01-03 22:00:07
3,541,687,240,161,491
fraud_Hammes-Beatty
kids_pets
54.1
Mark
Nguyen
M
62631 Ashley Ramp Apt. 965
Sea Island
GA
31,561
31.1989
-81.3322
298
Engineer, structural
1963-04-22
c155d2fb985fdaddd73e4ab15e94c912
1,325,628,007
30.513136
-81.171402
0
4,635
2019-01-03 22:00:26
3,559,160,581,764,413
fraud_Turcotte, Batz and Buckridge
health_fitness
79.18
Allen
Bell
M
70147 Amanda Fields
Saint Bonaventure
NY
14,778
42.2701
-78.6847
1,453
Toxicologist
1974-02-15
74887534d5a28de4f001b6d73946850b
1,325,628,026
41.426821
-78.921107
0
4,636
2019-01-03 22:00:45
4,045,036,286,570,100,700
fraud_Eichmann, Hayes and Treutel
travel
7.02
Bianca
Scott
F
9588 Cox Rapid Apt. 257
Atglen
PA
19,310
39.9458
-75.9703
3,066
Product manager
1928-07-15
e1be259c498abe2f3667a539616b86b6
1,325,628,045
39.568806
-75.824028
0
4,637
2019-01-03 22:00:54
377,234,009,633,447
fraud_Rippin-VonRueden
health_fitness
89.33
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
586fed90c4e5546a216bd8b4c60aa2d5
1,325,628,054
38.704183
-77.444384
0
4,638
2019-01-03 22:01:08
4,839,043,708,100,390
fraud_Schumm PLC
health_fitness
2.37
Meredith
Campbell
F
043 Hanson Turnpike
Hedrick
IA
52,563
41.1826
-92.3097
1,583
Geochemist
1999-06-28
62c9c169909ee3bf3b52980bdc3a2d2e
1,325,628,068
40.69009
-93.057798
0
4,639
2019-01-03 22:02:07
4,855,488,158,131,690,000
fraud_Bernhard-Lesch
food_dining
56.55
Jeremy
Roberson
M
25887 Martin Inlet
Graniteville
VT
5,654
44.1554
-72.4847
970
Agricultural consultant
1993-09-29
4b554c07ae7b54594a418388a19ccb83
1,325,628,127
44.57524
-72.054452
0
4,640
2019-01-03 22:05:46
3,566,373,869,538,620
fraud_Lynch-Wisozk
home
29.89
Steven
Castaneda
M
46809 Toni Flat Suite 216
Lamy
NM
87,540
35.4311
-105.9409
923
Public relations account executive
1964-06-22
acbd9d545df96fc50ec3c4f6c2ae7fdf
1,325,628,346
35.047407
-106.355443
0
4,641
2019-01-03 22:06:04
4,223,708,906,367,574,000
fraud_Beer-Jast
kids_pets
46.12
Adam
Riddle
M
27718 Mason Bypass
Mount Saint Joseph
OH
45,051
39.0965
-84.6431
177
Exhibition designer
1974-05-30
472314cf23507a08fa14a6dd9d1046c8
1,325,628,364
39.866079
-85.552824
0
4,642
2019-01-03 22:06:21
3,546,674,063,249,004
fraud_Lemke-Gutmann
shopping_net
2.51
Jordan
May
M
1626 Susan Course
Aledo
TX
76,008
32.7004
-97.6039
13,602
Optometrist
1984-07-05
c9ddccd172af0250cc5adc6e35f3f7cb
1,325,628,381
31.771555
-97.012908
0
4,643
2019-01-03 22:07:25
573,860,193,545
fraud_Denesik, Powlowski and Pouros
home
78.43
Cristian
Jones
M
0423 Kirby Field Suite 623
Wilmette
IL
60,091
42.0765
-87.7246
27,020
Trade mark attorney
1986-07-23
b4ad37bc5db14c4096a8085e1beec8ae
1,325,628,445
41.199742
-87.022533
0
4,644
2019-01-03 22:09:00
4,922,710,831,011,201
fraud_Johnson, Runolfsdottir and Mayer
misc_net
707.5
Heather
Chase
F
6888 Hicks Stream Suite 954
Manor
PA
15,665
40.3359
-79.6607
1,472
Public affairs consultant
1941-03-07
e366fd492cb7dfca302daba1f62ba9f4
1,325,628,540
40.601968
-78.768636
1
4,645
2019-01-03 22:09:08
4,426,075,337,087,318,500
fraud_Conroy, Balistreri and Gorczany
health_fitness
83.95
Kyle
James
M
621 Smith Hollow Apt. 738
Topeka
KS
66,616
39.0645
-95.6413
163,415
Clinical cytogeneticist
1975-06-25
29f1f37c0308b4acb7124476f96b46e9
1,325,628,548
39.172996
-95.262193
0
4,646
2019-01-03 22:09:23
370,818,583,810,103
fraud_Howe Ltd
misc_pos
1.63
John
Davis
M
9670 Monroe Junctions
Rockwood
PA
15,557
39.9373
-79.1865
3,684
General practice doctor
1976-01-10
c7a5e0cc7ac710c1035ffde4f4c76d06
1,325,628,563
40.827439
-79.249664
0
4,647
2019-01-03 22:10:04
639,023,984,367
fraud_Sporer-Keebler
personal_care
63.48
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
fed4259ff4843d484ad055f675446c3f
1,325,628,604
45.079669
-75.809098
0
4,648
2019-01-03 22:13:23
3,519,607,465,576,254
fraud_Dare, Fritsch and Zboncak
health_fitness
6.5
Audrey
Gonzalez
F
34180 Lopez Plaza
Fields Landing
CA
95,537
40.7268
-124.2174
276
Scientist, audiological
1929-05-06
55a57daeccae3ad784d10317537bdff8
1,325,628,803
39.975817
-125.185621
0
4,649
2019-01-03 22:17:32
4,364,010,865,167,176
fraud_Huel Ltd
misc_net
7.73
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
cf9816c226fd98e59f2987cba6750fbd
1,325,629,052
38.633562
-120.199515
0
4,650
2019-01-03 22:18:48
4,972,228,199,573,984
fraud_Schulist Ltd
food_dining
58.56
Brian
Hogan
M
3316 Cindy Land
Lane
OK
74,555
34.2691
-95.9685
861
Quantity surveyor
1960-04-08
2b6996e9d08481766fdfc098ab1d0ded
1,325,629,128
35.181125
-95.898567
0
4,651
2019-01-03 22:18:59
3,517,814,635,263,522
fraud_Padberg-Rogahn
entertainment
105.61
William
Cannon
M
43809 Kenneth Circles Suite 152
Union
WV
24,983
37.5802
-80.5248
2,443
Chartered public finance accountant
1941-10-16
2fa5ecc19a17ccfa24dc01fea554729b
1,325,629,139
36.997283
-80.327611
0
4,652
2019-01-03 22:19:40
3,563,837,241,599,446
fraud_Bahringer-Streich
food_dining
4.27
Timothy
Simmons
M
1049 John Ports Suite 057
Newberg
OR
97,132
45.3099
-122.9685
28,278
Research scientist (physical sciences)
1977-07-17
b922ec06552b49debe9e0b3e709458ae
1,325,629,180
44.735876
-122.972868
0
4,653
2019-01-03 22:21:14
374,656,033,243,756
fraud_Bednar Inc
travel
9.27
David
Lewis
M
1499 Michael Rue
Arlington
VA
22,213
38.8954
-77.1633
207,410
Mudlogger
1984-07-03
80ff91139bb90b4d3b0dc76c5a525c8a
1,325,629,274
38.097699
-77.752495
0
4,654
2019-01-03 22:21:15
4,613,314,721,966
fraud_Fisher Inc
shopping_net
942.62
Jason
Murphy
M
542 Steve Curve Suite 011
Collettsville
NC
28,611
35.9946
-81.7266
885
Soil scientist
1988-09-15
41b9e040c87e3ec6928ea9f86c571774
1,325,629,275
35.76589
-81.951839
1
4,655
2019-01-03 22:22:19
4,025,612,008,285,111
fraud_Berge-Hills
kids_pets
55.02
Krystal
Key
F
23142 Montoya Island Apt. 742
Corsica
PA
15,829
41.1762
-79.1976
1,274
Maintenance engineer
1949-03-20
68503b926e607bbbe882c88bd2c3b9d3
1,325,629,339
41.019409
-78.517947
0
4,656
2019-01-03 22:24:29
4,792,627,764,422,478,000
fraud_Jacobi Inc
health_fitness
33.13
Margaret
Mendez
F
7952 Karen Pike
De Soto
KS
66,018
38.9462
-94.9714
5,760
Chief Executive Officer
1978-10-01
61c6c762be5fff5d5b3a3a42619d10c4
1,325,629,469
38.457827
-94.159609
0
4,657
2019-01-03 22:27:08
3,533,800,906,065,217
fraud_Kuphal-Toy
food_dining
43.95
Amber
Thornton
F
840 Werner Lock Apt. 852
Campbell
NE
68,932
40.2967
-98.737
493
Surveyor, minerals
1940-09-13
93c36c4be5cf06b56fcff82c045e0ab2
1,325,629,628
40.822091
-99.26686
0
4,658
2019-01-03 22:27:13
4,477,156,602,511,939,600
fraud_Roberts, Ryan and Smith
personal_care
39.56
Angela
Ross
F
0107 Clements Point
American Fork
UT
84,003
40.3928
-111.7941
42,384
Futures trader
1992-12-29
a744dc62fba5ce1281d9f8730ba65bf8
1,325,629,633
39.908199
-110.960438
0
4,659
2019-01-03 22:29:36
2,712,209,726,293,386
fraud_Kihn-Schuster
food_dining
76.8
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
c34298fc1eacba29c9095ed89e689e54
1,325,629,776
30.512382
-91.477937
0
4,660
2019-01-03 22:29:38
4,099,707,841,315,751
fraud_Larkin Ltd
kids_pets
5.3
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
07af67d4dbc79b182fb7893bc40e4c25
1,325,629,778
38.295471
-78.338943
0
4,661
2019-01-03 22:29:46
30,442,439,074,871
fraud_Connelly PLC
food_dining
24.59
Linda
Sanchez
F
6574 William Hill Apt. 375
Jermyn
PA
18,433
41.5744
-75.5881
6,508
Training and development officer
1981-06-22
d25017d43f255aa3a561fc7f11307bad
1,325,629,786
40.977673
-74.945208
0
4,662
2019-01-03 22:31:09
4,364,010,865,167,176
fraud_Boyer PLC
shopping_net
1.32
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
f1c203a5c9451a031870debf8b11146a
1,325,629,869
38.590425
-119.365907
0
4,663
2019-01-03 22:31:49
503,848,303,379
fraud_Hills, Hegmann and Schaefer
health_fitness
127.57
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
28643d4011b9af8baa75bdd1b7a7f795
1,325,629,909
26.246944
-81.324431
0
4,664
2019-01-03 22:31:57
501,802,953,619
fraud_Nienow, Barrows and Romaguera
personal_care
8.87
Robert
Flores
M
3277 Fields Meadows Apt. 790
Greenview
CA
96,037
41.5403
-122.9366
308
Call centre manager
1958-09-20
e6360079092291d1d26fc7b27bfdab99
1,325,629,917
42.049686
-122.097644
0
4,665
2019-01-03 22:32:51
6,011,542,681,743,618
fraud_Bashirian Group
shopping_net
1.16
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
149456487efb5c008017b9b22acb96a7
1,325,629,971
39.463984
-79.517799
0
4,666
2019-01-03 22:32:53
2,720,830,304,681,674
fraud_Labadie, Treutel and Bode
shopping_net
3.99
Melissa
Aguilar
F
21326 Taylor Squares Suite 708
Clarksville
TN
37,040
36.522
-87.349
151,785
Pathologist
1974-03-28
eb2873d181796d1a1b1a8b8c72b36cc1
1,325,629,973
35.828667
-88.301481
0
4,667
2019-01-03 22:34:00
30,263,540,414,123
fraud_Berge-Hills
kids_pets
78.03
Erik
Patterson
M
162 Jessica Row Apt. 072
Hatch
UT
84,735
37.7175
-112.4777
258
Geoscientist
1961-11-24
374c6ac6a55c3118302790d11621e1de
1,325,630,040
37.20005
-112.275205
0
4,668
2019-01-03 22:34:51
371,226,440,126,102
fraud_Ebert-Daugherty
travel
2.14
Stacy
Lambert
F
85430 Julie Trafficway Suite 792
Mulberry Grove
IL
62,262
38.9311
-89.2463
1,810
Race relations officer
1974-12-24
51bdfb83f0dc22d1856e0913a1562338
1,325,630,091
38.353904
-88.745013
0
4,669
2019-01-03 22:35:10
4,783,226,709,001
fraud_Romaguera Ltd
health_fitness
57.6
Jessica
Garcia
F
13108 Jennifer Passage
Mc Cracken
KS
67,556
38.5957
-99.554
320
Film/video editor
1961-04-22
fe4aa527c19dba08d9e6a1f1e8a9f148
1,325,630,110
39.223412
-100.449906
0
4,670
2019-01-03 22:37:50
3,572,976,568,630,035
fraud_Thiel-Thiel
entertainment
57.8
William
Lopez
M
785 Kevin Walk Suite 237
Brainard
NE
68,626
41.1832
-96.9882
614
Associate Professor
1967-06-20
f2cb1b222d3bfba35dca4e43697ff819
1,325,630,270
41.938997
-96.543802
0
4,671
2019-01-03 22:38:03
577,588,686,219
fraud_Kutch-Ferry
home
5.24
James
Strickland
M
25454 Leonard Lake
Spring Church
PA
15,686
40.6153
-79.4545
972
Public relations account executive
1997-10-23
f2ea03b0d2cbfed665ed22b3bf72a25c
1,325,630,283
41.359777
-78.961979
0
4,672
2019-01-03 22:38:41
213,193,596,103,206
fraud_Block-Hauck
travel
450.6
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
bd4337ab2ca4a4e1898976d9bf0fb4f4
1,325,630,321
45.485564
-84.12874
0
4,673
2019-01-03 22:38:45
180,036,456,789,979
fraud_Champlin and Sons
home
83.92
Mackenzie
Salazar
F
982 Melissa Lock
Bagley
WI
53,801
42.9207
-91.0685
878
Risk analyst
1974-11-20
4b797d4b34fcad9257494808775651fb
1,325,630,325
42.915316
-91.617371
0
4,674
2019-01-03 22:39:07
36,722,699,017,270
fraud_Kunze, Larkin and Mayert
travel
4.08
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
208529bcd3289826ab581242af2b734f
1,325,630,347
34.011444
-111.524041
0
4,675
2019-01-03 22:40:18
2,450,829,271,795,901
fraud_Jakubowski Group
food_dining
31.54
Timothy
Kirby
M
7309 Sophia Causeway Suite 702
Sauk Rapids
MN
56,379
45.604
-94.1591
16,163
Hydrographic surveyor
1987-02-22
b4ea2138b266ab966e49aa6db8a9c499
1,325,630,418
44.716312
-93.375483
0
4,676
2019-01-03 22:41:03
345,389,171,551,808
fraud_Botsford PLC
home
15.6
Justin
Fowler
M
5569 Phillips Neck Apt. 003
Coffeeville
MS
38,922
33.9215
-89.6782
3,451
Financial trader
1984-05-19
79487e61dee15792b0d7b204567ea023
1,325,630,463
33.953047
-90.430067
0
4,677
2019-01-03 22:42:15
30,487,648,872,433
fraud_Volkman PLC
food_dining
61.29
Stephanie
Crane
F
144 Martinez Curve
Central
IN
47,110
38.097
-86.1723
350
Counsellor
1955-01-05
546fca98a7050ff717ae174278c1ed6a
1,325,630,535
38.507422
-85.43427
0
4,678
2019-01-03 22:42:38
4,067,137,330,196,900
fraud_Reichel, Bradtke and Blanda
travel
9.72
Christina
Eaton
F
3256 Brooks Field
Eldridge
AL
35,554
33.9315
-87.6194
1,186
Politician's assistant
1986-11-12
d06006b4083259ae82a9103a6462f15b
1,325,630,558
33.428594
-87.632339
0
4,679
2019-01-03 22:43:12
6,538,891,242,532,018
fraud_Haley, Jewess and Bechtelar
shopping_pos
5.98
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
2d1b05ce87a847aa23713128cd9950ff
1,325,630,592
35.661995
-91.915502
0
4,680
2019-01-03 22:43:46
3,542,162,746,848,552
fraud_Donnelly LLC
entertainment
51.5
Bradley
Anderson
M
3896 Gilmore Mill
Emmons
MN
56,029
43.5089
-93.4824
744
Communications engineer
1968-01-28
f71942da7477a950444b8da2e0cf3ee1
1,325,630,626
43.014776
-92.724289
0
4,681
2019-01-03 22:44:27
2,712,209,726,293,386
fraud_Runte-Mohr
food_dining
52.93
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
859ce5fa52da4915c1d524d36587efa8
1,325,630,667
29.552242
-91.595124
0
4,682
2019-01-03 22:45:04
4,874,006,077,381,178
fraud_Weimann, Kuhic and Beahan
shopping_pos
8.3
Patricia
Russell
F
89297 Wilson Green Suite 601
Moscow
IA
52,760
41.5646
-91.0859
533
Chief Technology Officer
1990-01-13
ce9ff2256b78f1e01757ac39c0405b3b
1,325,630,704
42.114651
-90.532912
0
4,683
2019-01-03 22:45:05
4,900,628,639,996
fraud_Streich Ltd
home
74.14
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
ecfd13d5fa0a727d002e4dbf0fa50f08
1,325,630,705
33.644455
-118.579515
0
4,684
2019-01-03 22:46:31
3,585,740,823,295,298
fraud_Altenwerth, Cartwright and Koss
shopping_net
4.7
James
Greene
M
082 Hernandez Bypass Apt. 886
Quanah
TX
79,252
34.2956
-99.7494
3,202
Librarian, public
1998-03-18
9fb8e3cc0417bf12e8f8c22229018375
1,325,630,791
33.983141
-99.44282
0
4,685
2019-01-03 22:48:14
3,576,281,490,078,437
fraud_Runte, Green and Emard
health_fitness
73.93
Chris
Dixon
M
919 Miller Isle
Williams
IN
47,470
38.7735
-86.6285
1,735
Financial adviser
1990-06-13
f7242c815d759bcf823e83dc74553da4
1,325,630,894
38.643765
-87.620934
0
4,686
2019-01-03 22:48:19
2,720,433,095,629,877
fraud_Cormier LLC
shopping_net
7.3
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
01c9b1b85b66836f3808c70e37c1afce
1,325,630,899
44.063583
-69.322852
0
4,687
2019-01-03 22:49:26
345,060,451,158,891
fraud_Feil, Hilpert and Koss
food_dining
22.14
Brian
Perez
M
78652 Scott Ports
Ashfield
MA
1,330
42.5232
-72.811
1,506
Production assistant, radio
1960-04-03
0e9668c781fa5a376b3eb5b68f5672c0
1,325,630,966
43.158503
-73.42177
0
4,688
2019-01-03 22:50:41
342,035,762,534,413
fraud_Erdman-Durgan
health_fitness
34.68
Jennifer
Carrillo
F
334 Adam Mountains Apt. 868
Manquin
VA
23,106
37.7184
-77.186
976
Engineer, automotive
1999-06-19
b5f0d53ebe097f9b08e2572a49910233
1,325,631,041
38.442753
-76.28151
0
4,689
2019-01-03 22:54:33
6,592,243,974,328,236
fraud_Erdman-Ebert
personal_care
4.01
Philip
Hart
M
97405 Vazquez Plains
Montgomery
AL
36,111
32.3374
-86.2715
214,703
Chemist, analytical
1994-10-07
280ac0379d79008b0e64ec9696628745
1,325,631,273
33.040413
-86.131901
0
4,690
2019-01-03 22:54:37
213,161,293,389,774
fraud_Thompson-Gleason
health_fitness
41.43
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
4c0d5f6dca8f1f7b41e26805e9a0372b
1,325,631,277
44.001256
-78.434615
0
4,691
2019-01-03 22:57:37
30,029,052,116,970
fraud_Eichmann-Russel
misc_pos
4.21
Curtis
Young
M
4319 Watson Shoals Suite 658
Falconer
NY
14,733
42.1239
-79.1895
3,833
Metallurgist
1970-10-09
17e8edb33aa6492abfcfb7327c03a914
1,325,631,457
42.659853
-80.084137
0
4,692
2019-01-03 22:57:53
38,530,489,946,071
fraud_Dibbert and Sons
entertainment
116.28
Laura
Johns
F
95835 Garcia Rue
Arcadia
SC
29,320
34.9572
-81.9916
530
Animal technologist
1989-05-14
01d593a2b35db2a67050ce01b85fe6d5
1,325,631,473
35.65967
-82.889106
0
4,693
2019-01-03 22:58:44
4,922,710,831,011,201
fraud_Mosciski Group
travel
4.5
Heather
Chase
F
6888 Hicks Stream Suite 954
Manor
PA
15,665
40.3359
-79.6607
1,472
Public affairs consultant
1941-03-07
2751eef2242b86fba1c3e6c1bb6a7022
1,325,631,524
39.492341
-78.859114
1
4,694
2019-01-03 22:59:04
4,822,367,783,500,458
fraud_Kihn-Fritsch
food_dining
58.69
Christopher
Farrell
M
97070 Anderson Land
Haines City
FL
33,844
28.0758
-81.5929
33,804
Exercise physiologist
1991-01-01
951f52439228b0fe58e4abd1d78bcb6a
1,325,631,544
27.832716
-82.027862
0
4,695
2019-01-03 22:59:18
4,642,255,475,285,942
fraud_Reichert, Shanahan and Hayes
shopping_net
1.61
Sabrina
Johnson
F
320 Nicholson Orchard
Thompson
UT
84,540
38.9999
-109.615
46
Surveyor, minerals
1987-04-23
559cce0a594c44da4064916131e14da0
1,325,631,558
39.800479
-110.266205
0
4,696
2019-01-03 23:00:32
676,102,124,465
fraud_Padberg-Sauer
home
11.86
Natasha
Mclaughlin
F
8699 Lindsay Ford Apt. 486
Napa
CA
94,558
38.4549
-122.2564
94,014
Airline pilot
1985-08-21
a81f663d65edfc75289c1b89f79a2ac1
1,325,631,632
39.056509
-121.997757
0
4,697
2019-01-03 23:01:34
3,511,378,610,369,890
fraud_Keeling-Crist
misc_pos
4.42
James
Cooper
M
663 Ramirez Trace Apt. 951
Huntsville
AL
35,811
34.7789
-86.5438
190,178
Television production assistant
1973-04-01
14a02936948e4064b9823483d42d97ef
1,325,631,694
34.04225
-85.727747
0
4,698
2019-01-03 23:03:09
377,026,671,291,680
fraud_Langworth LLC
personal_care
157.78
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
25f16e8a58198df5229ff1eba73d3514
1,325,631,789
38.170106
-91.623716
0
4,699
2019-01-03 23:03:35
2,348,245,054,386,329
fraud_Pouros, Walker and Spencer
kids_pets
61.9
Justin
Gay
M
268 Hayes Rue Suite 811
Harborcreek
PA
16,421
42.1767
-79.9416
2,518
Event organiser
1946-02-02
de751630ac0e62779b05f98a6047716b
1,325,631,815
42.900489
-80.274169
0