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
1,292,100
2020-06-19 17:03:00
180,067,784,565,096
fraud_Little Ltd
kids_pets
11.08
Mary
Juarez
F
35440 Ryan Islands
North Prairie
WI
53,153
42.9385
-88.395
2,328
Applications developer
1942-01-06
6a8a3d899b261434b1da18c681896b1d
1,371,661,380
43.034744
-87.918395
0
1,292,101
2020-06-19 17:03:04
340,103,199,302,564
fraud_Satterfield-Lowe
travel
5.51
Sophia
Dickson
F
9047 Rodriguez Turnpike
Gibsonville
NC
27,249
36.1183
-79.5685
12,486
Arboriculturist
1934-02-09
5636d2031dc7963fb27a0fcd5e2878a4
1,371,661,384
35.575971
-78.643053
0
1,292,102
2020-06-19 17:03:05
4,586,810,168,620,942
fraud_Schroeder, Hauck and Treutel
entertainment
69.05
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
ab01118e67060b1680fdab700c79f00f
1,371,661,385
33.207679
-80.874088
0
1,292,103
2020-06-19 17:03:17
30,029,052,116,970
fraud_Rau-Grant
kids_pets
116.92
Curtis
Young
M
4319 Watson Shoals Suite 658
Falconer
NY
14,733
42.1239
-79.1895
3,833
Metallurgist
1970-10-09
c79f9dcee5909a9ac0e52ae9ac14e34a
1,371,661,397
42.41621
-79.101657
0
1,292,104
2020-06-19 17:04:27
4,587,657,402,165,341,700
fraud_Gottlieb Group
kids_pets
38.3
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
2004-05-08
768c067c50352f9e1fd2f24c3d104395
1,371,661,467
42.008713
-86.690522
0
1,292,105
2020-06-19 17:04:45
4,584,931,703,207,308,300
fraud_Pfeffer and Sons
shopping_pos
3.85
Amanda
Gomez
F
8152 Brittany Centers
Dallas
TX
75,218
32.8463
-96.6972
1,263,321
Designer, ceramics/pottery
1975-04-16
9cf1c994d55861d5744873228e6b234c
1,371,661,485
32.960935
-96.730229
0
1,292,106
2020-06-19 17:05:48
3,534,330,126,107,879
fraud_Gislason Group
travel
497.97
Jeffrey
Smith
M
713 Scott Pike Apt. 712
Bridger
MT
59,014
45.2857
-108.9082
1,446
Chartered loss adjuster
1978-01-15
7ebef3fe49f28a8599ea27e16b4139d6
1,371,661,548
45.691283
-109.896551
0
1,292,107
2020-06-19 17:06:28
30,501,624,614,310
fraud_Cormier LLC
health_fitness
66.45
Amanda
Smith
F
180 Graves Shore
Scotia
SC
29,939
32.6786
-81.2455
302
Magazine features editor
1973-05-04
017024da19546c9b0b0defec7df3647a
1,371,661,588
32.144343
-81.154783
0
1,292,108
2020-06-19 17:06:44
6,011,626,928,491,360
fraud_McLaughlin, Armstrong and Koepp
travel
1.44
Heather
Roberts
F
62934 Maria Cliffs Suite 350
Bethel Springs
TN
38,315
35.2289
-88.644
3,876
Senior tax professional/tax inspector
1960-11-19
dda505256b3d9bce9fa8505407054088
1,371,661,604
35.916481
-88.686592
0
1,292,109
2020-06-19 17:07:34
675,909,898,057
fraud_Gottlieb Group
kids_pets
55
Christopher
Henry
M
1198 Robert Stravenue Apt. 479
Armonk
NY
10,504
41.136
-73.7009
7,987
Television/film/video producer
1964-03-16
30412d20fb43ba36d65b40588eb4d97d
1,371,661,654
40.366901
-73.913632
0
1,292,110
2020-06-19 17:07:39
6,011,652,924,285,713
fraud_Reinger, Weissnat and Strosin
food_dining
1.47
Kathryn
Smith
F
19838 Tonya Prairie Apt. 947
Rocky Mount
MO
65,072
38.2911
-92.7059
1,847
Tax inspector
1988-10-26
82f879d7043809cfe4a0c1959797dbd7
1,371,661,659
39.283214
-93.099706
0
1,292,111
2020-06-19 17:08:54
4,067,137,330,196,900
fraud_Denesik and Sons
shopping_pos
7.53
Christina
Eaton
F
3256 Brooks Field
Eldridge
AL
35,554
33.9315
-87.6194
1,186
Politician's assistant
1986-11-12
a7662fadd51deb18632b1689efbb8901
1,371,661,734
33.224231
-87.480806
0
1,292,112
2020-06-19 17:08:55
180,046,617,132,290
fraud_Lemke and Sons
travel
8.22
Erika
Mason
F
083 Karen Island Apt. 656
Goreville
IL
62,939
37.575
-88.9655
3,119
Teacher, secondary school
1942-04-17
768fa42b11d006e8e000b191578806b8
1,371,661,735
38.066719
-88.503609
0
1,292,113
2020-06-19 17:10:14
6,011,542,681,743,618
fraud_Gaylord-Powlowski
home
5.36
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
4e605a614d8c7875bcb7cfd5bf1125f9
1,371,661,814
38.330624
-79.011609
0
1,292,114
2020-06-19 17:10:42
3,521,417,320,836,166
fraud_Heaney-Marquardt
entertainment
21.06
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
5331044ed99d66bc812e84713ce35217
1,371,661,842
40.289898
-85.471423
0
1,292,115
2020-06-19 17:11:00
2,475,085,306,462,014
fraud_Wilkinson PLC
kids_pets
48.33
John
Miller
M
153 Mccullough Springs Apt. 857
Lamberton
MN
56,152
44.2378
-95.2739
1,507
Land/geomatics surveyor
1993-10-12
a67bc70a303927b0f5c5a60acc90db3c
1,371,661,860
45.07621
-96.138815
0
1,292,116
2020-06-19 17:11:05
4,464,457,352,619
fraud_Gerhold LLC
home
36.66
Breanna
Rodriguez
F
118 Cabrera Springs Apt. 105
Lanark Village
FL
32,323
29.8826
-84.5964
217
Television production assistant
1990-01-24
15a68af03634522104bc0fb4ed3f613a
1,371,661,865
28.95531
-85.192398
0
1,292,117
2020-06-19 17:11:56
30,235,268,718,158
fraud_Witting, Beer and Ernser
home
124.17
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
160355a989a1550583ef7a8dff9631fd
1,371,661,916
41.925077
-74.029565
0
1,292,118
2020-06-19 17:12:20
3,521,417,320,836,166
fraud_Little-Gleichner
travel
3.61
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
67a7d8b937086cbb081ee3598a116b0c
1,371,661,940
40.771289
-85.3767
0
1,292,119
2020-06-19 17:12:50
3,513,618,443,244,549
fraud_Carroll PLC
health_fitness
50.36
Amber
Perez
F
954 Reyes Ways
Fulton
SD
57,340
43.7588
-97.8712
355
Financial adviser
1955-06-26
378f0c093b09d57c1eeccd02f44b1102
1,371,661,970
44.5755
-97.96126
0
1,292,120
2020-06-19 17:12:51
341,283,058,448,499
fraud_Douglas, DuBuque and McKenzie
travel
4.72
Mario
Johns
M
62130 Miller Square Suite 785
Brinson
GA
39,825
30.9788
-84.7373
1,461
Engineer, broadcasting (operations)
1935-09-08
c633a28a38bde3809fede410652b09bb
1,371,661,971
31.908109
-84.911582
0
1,292,121
2020-06-19 17:15:22
4,599,735,407,877,245,000
fraud_Ernser-Feest
home
89.87
Mary
Myers
F
39787 Pamela Fall Suite 639
Tiptonville
TN
38,079
36.3846
-89.4649
5,577
Geochemist
1964-12-30
de1e31c86610d5d95ca0f1524bc6f280
1,371,662,122
37.250887
-89.233513
0
1,292,122
2020-06-19 17:15:34
4,989,847,570,577,635,000
fraud_Baumbach, Strosin and Nicolas
shopping_pos
315.2
Vanessa
Anderson
F
21178 Brittney Locks
Prosperity
SC
29,127
34.1832
-81.5324
8,333
Archaeologist
1994-07-09
0c788c851713831e5fe17056bef6d56e
1,371,662,134
33.288796
-80.659644
0
1,292,123
2020-06-19 17:15:57
3,589,255,887,819,806
fraud_Kutch-Ferry
home
2.45
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
1984-02-14
151c469fecb9d38229adaee50afd84be
1,371,662,157
39.339483
-79.074925
0
1,292,124
2020-06-19 17:16:50
4,003,771,737,807,706
fraud_McDermott, Osinski and Morar
home
149.23
Danielle
Hayden
F
03368 Michelle Trail
Gregory
AR
72,059
35.1791
-91.2594
37
Lecturer, further education
1958-01-01
2a2fb28c4b0898c1f5dc400ea93a66b4
1,371,662,210
36.02607
-90.323808
0
1,292,125
2020-06-19 17:17:11
639,023,984,367
fraud_Wiza LLC
misc_pos
9.15
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
f7a283c616b5bf2ee061b18137d8945a
1,371,662,231
43.905031
-74.71242
0
1,292,126
2020-06-19 17:17:37
213,112,402,583,773
fraud_Kris-Weimann
misc_net
5.62
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
4793944a8c83fbfa8bac683163c6ee65
1,371,662,257
33.919602
-81.929765
0
1,292,127
2020-06-19 17:18:12
6,538,441,737,335,434
fraud_Bahringer, Osinski and Block
food_dining
6.32
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
c304b0eda1db258e1caa8a0bc60ee70d
1,371,662,292
41.187255
-81.039068
0
1,292,128
2020-06-19 17:18:37
676,195,318,214
fraud_Zemlak, Tillman and Cremin
personal_care
33.94
Brandy
Quinn
F
9734 Beard Fields Suite 885
Altair
TX
77,412
29.6047
-96.5249
106
Editor, film/video
1983-07-24
6cfec4bb808bb3b32890f5fda9ac86ae
1,371,662,317
30.372025
-97.380575
0
1,292,129
2020-06-19 17:19:06
3,528,231,451,607,350
fraud_Bins-Howell
personal_care
38.27
Lauren
Moreno
F
83719 Wilson Shore
Heislerville
NJ
8,324
39.224
-74.9942
526
Exercise physiologist
1940-09-06
ec2a825566b8a7e6568578d8e98a18f6
1,371,662,346
38.642846
-75.664986
0
1,292,130
2020-06-19 17:20:18
3,559,160,581,764,413
fraud_Emmerich-Rau
personal_care
73.04
Allen
Bell
M
70147 Amanda Fields
Saint Bonaventure
NY
14,778
42.2701
-78.6847
1,453
Toxicologist
1974-02-15
3d76329c5e3e14f87bbbfceb003e476a
1,371,662,418
42.746643
-77.855818
0
1,292,131
2020-06-19 17:20:27
3,559,723,917,628,303
fraud_Jacobi Inc
health_fitness
78.04
Matthew
Huerta
M
622 Williams Trafficway
Ringwood
IL
60,072
42.4048
-88.3054
928
Outdoor activities/education manager
1985-05-13
82df398d61084ad0e5991e5160994c98
1,371,662,427
41.590331
-88.103211
0
1,292,132
2020-06-19 17:21:11
4,797,297,220,948,469,000
fraud_Goyette, Howell and Collier
shopping_pos
9.04
Erica
Briggs
F
3310 Davidson Spurs Apt. 107
Oolitic
IN
47,451
38.8938
-86.5246
1,228
Counsellor
1991-03-13
2ce42e81fdf8ce9c799e049063dbc6e1
1,371,662,471
38.956481
-86.319805
0
1,292,133
2020-06-19 17:21:13
4,488,941,175,228,467
fraud_Fadel-Hilpert
health_fitness
14.68
Jacqueline
Washington
F
138 Stephen Ridges Apt. 978
Umatilla
FL
32,784
28.9254
-81.6801
11,432
Private music teacher
1986-03-31
affa579c9c9551bb45d0daa5dd7418e9
1,371,662,473
28.452384
-80.946363
0
1,292,134
2020-06-19 17:22:01
4,951,647,200,979,051
fraud_Berge, Kautzer and Harris
personal_care
53.31
Kimberly
Miller
F
75533 Tamara Valleys
Logan
IL
62,856
37.9943
-88.9417
324
Scientist, research (physical sciences)
1976-06-15
bdb4b288f6e44cc5fe55c9bb630a812f
1,371,662,521
38.018953
-88.607894
0
1,292,135
2020-06-19 17:22:13
3,576,431,665,303,017
fraud_Price Inc
shopping_net
63.1
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
92dccbdeed6be878d0cb8eb7acd9ac98
1,371,662,533
33.785727
-111.685981
0
1,292,136
2020-06-19 17:23:22
4,149,635,823,017
fraud_Kessler Group
travel
5.98
Samuel
Farrell
M
428 Michael Tunnel Apt. 377
Cleveland
AL
35,049
33.9778
-86.5598
3,996
Aid worker
1977-06-14
e5bc05307da00489c07cedbfeabc1f65
1,371,662,602
33.115105
-86.495073
0
1,292,137
2020-06-19 17:23:28
6,528,911,529,051,375
fraud_Beer-Jast
kids_pets
70.72
Diane
Smith
F
195 Murray Overpass Apt. 384
Winter
WI
54,896
45.8327
-91.0144
1,478
Neurosurgeon
1965-04-27
28f0f01fa7f528c61722345d31762b44
1,371,662,608
46.399671
-91.355641
0
1,292,138
2020-06-19 17:24:49
4,981,132,848,794
fraud_Lind-Buckridge
entertainment
147
Joseph
Spencer
M
7854 Stephanie Island Suite 788
Holloway
OH
43,985
40.0113
-80.9701
128
Child psychotherapist
1946-04-03
2182c524a17c8fd58aeb8a6457698ec7
1,371,662,689
39.339331
-81.657367
0
1,292,139
2020-06-19 17:25:13
30,131,826,429,364
fraud_Watsica LLC
personal_care
74.69
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
0b8d20ee5b95df1bf29dc43f8b562f8f
1,371,662,713
36.93142
-83.29991
0
1,292,140
2020-06-19 17:25:30
501,899,453,424
fraud_Kirlin and Sons
personal_care
56.83
Jessica
Dominguez
F
06393 Nancy Parkways Suite 855
Gadsden
AL
35,903
33.9845
-85.9077
67,082
Ceramics designer
1970-01-08
9cce497c5f4916ca70b2edd27df9a438
1,371,662,730
33.630473
-85.048519
0
1,292,141
2020-06-19 17:26:31
30,074,693,890,476
fraud_Weimann-Lockman
kids_pets
149.66
Kelsey
Richards
F
889 Sarah Station Suite 624
Holcomb
KS
67,851
37.9931
-100.9893
2,691
Arboriculturist
1993-08-16
ba6ae809e58440b17bde859a63da654d
1,371,662,791
37.098571
-101.0359
0
1,292,142
2020-06-19 17:27:08
213,156,747,557,083
fraud_Douglas-White
entertainment
96.33
Adam
Santos
M
725 Jo Trace Apt. 102
Glendale
CA
91,206
34.1556
-118.2322
172,817
Advertising account planner
1982-07-30
2ea5e34b13de581b4eee70792dcda36f
1,371,662,828
35.088006
-118.357101
0
1,292,143
2020-06-19 17:27:08
6,011,366,578,560,244
fraud_Kuhic LLC
shopping_net
6.54
Adam
Stark
M
0912 Mark Fields Apt. 080
Mc Veytown
PA
17,051
40.5046
-77.7186
4,653
Nutritional therapist
1997-07-01
981c62333212f9769fb71b80f1c8d4d8
1,371,662,828
41.297912
-77.628993
0
1,292,144
2020-06-19 17:27:16
3,559,679,414,981,506
fraud_Heathcote LLC
shopping_net
9.94
Olivia
Stephenson
F
292 Cassidy Oval
Lowville
NY
13,367
43.7893
-75.4156
8,830
Theme park manager
1991-03-29
7a279ed0c03db536b51e9c6711a4b9e7
1,371,662,836
43.250448
-75.422788
0
1,292,145
2020-06-19 17:27:39
2,714,019,737,356,678
fraud_Dooley Inc
shopping_pos
116.22
Christina
Moore
F
542 Finley Ports Apt. 396
West Finley
PA
15,377
39.9914
-80.4408
724
Theme park manager
1995-08-30
8d0330cb66461dfc6dc3959d4e3661d0
1,371,662,859
39.534571
-80.286438
0
1,292,146
2020-06-19 17:27:54
581,293,083,266
fraud_Medhurst Inc
home
88.59
William
Thomas
M
39227 Mcpherson Shoals
Lahoma
OK
73,754
36.385
-98.0727
1,078
Podiatrist
1989-10-06
bd29ea56d76a310181c53df3e45c8f17
1,371,662,874
36.738809
-97.33756
0
1,292,147
2020-06-19 17:28:01
3,523,898,249,167,098
fraud_Baumbach, Feeney and Morar
shopping_net
8.56
Joshua
Carpenter
M
04975 Allison Shoal
Bronx
NY
10,463
40.8798
-73.9067
1,382,480
Therapist, drama
1990-11-09
776908a50578eed6ce1cd8124325e11f
1,371,662,881
40.461301
-73.771309
0
1,292,148
2020-06-19 17:28:15
4,951,647,200,979,051
fraud_Gaylord-Powlowski
home
72.52
Kimberly
Miller
F
75533 Tamara Valleys
Logan
IL
62,856
37.9943
-88.9417
324
Scientist, research (physical sciences)
1976-06-15
bb3a9db50009adcd7e0143a9e75baace
1,371,662,895
38.312244
-89.293919
0
1,292,149
2020-06-19 17:29:12
4,681,601,008,538,160
fraud_Kulas Group
health_fitness
60.81
Tammy
Davis
F
77663 Colleen Freeway
Moundsville
WV
26,041
39.9148
-80.731
16,183
Physiotherapist
1977-08-12
fdd74f3105cde7bf6f51ccd0f67d0720
1,371,662,952
40.393457
-80.421749
0
1,292,150
2020-06-19 17:29:26
4,640,395,708,703
fraud_Monahan-Morar
personal_care
17.6
Melissa
Krause
F
67632 Martin Gateway
Fordoche
LA
70,732
30.6576
-91.6264
1,178
Community education officer
1951-06-13
3aff2a00ca4e56c66320e22bf570f0b4
1,371,662,966
31.500663
-92.305281
0
1,292,151
2020-06-19 17:30:24
3,579,200,383,632,826
fraud_Durgan, Gislason and Spencer
home
76.06
Tyler
Small
M
047 Kevin Haven
Boyd
WI
54,726
44.9437
-91.0294
1,690
IT trainer
1975-12-24
b6d6ed7008a750f2bb8e1d207daad8f8
1,371,663,024
45.703838
-91.739004
0
1,292,152
2020-06-19 17:30:52
4,933,461,930,348,832
fraud_Baumbach, Hodkiewicz and Walsh
shopping_pos
326.89
Richard
Carter
M
5097 Martin Ridges
Minneapolis
MN
55,403
44.9673
-93.2828
1,022,298
Chemical engineer
1976-09-29
e4f12604ca4e7d25be517be51f2a676a
1,371,663,052
44.252317
-93.478892
0
1,292,153
2020-06-19 17:31:44
3,501,509,250,702,469
fraud_Kihn-Fritsch
food_dining
2.63
Frank
Anderson
M
0611 Stafford Valley Suite 504
Naples
FL
34,112
26.1184
-81.7361
276,002
Programme researcher, broadcasting/film/video
1979-01-02
4ef15d8e5651e817e795f009eddf5986
1,371,663,104
26.298351
-81.058507
0
1,292,154
2020-06-19 17:32:55
4,862,293,128,558
fraud_Morissette-Schaefer
personal_care
33.25
Elizabeth
Payne
F
897 Daugherty Mission
Grassflat
PA
16,839
41.0036
-78.1104
489
Pension scheme manager
1956-09-15
5eaa854b342f72c537f8bae05d405ffa
1,371,663,175
41.801509
-78.548231
0
1,292,155
2020-06-19 17:33:28
4,512,828,414,983,802,000
fraud_Lakin, Ferry and Beatty
food_dining
3.94
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
a10c300398aff1f0fb063eef0b3dcb6f
1,371,663,208
40.857355
-79.240248
0
1,292,156
2020-06-19 17:33:40
378,278,619,832,195
fraud_Sporer-Keebler
personal_care
1.74
Mary
Mcintyre
F
77921 Costa Villages
Eugene
OR
97,403
44.0385
-123.0614
191,096
Scientist, physiological
1964-04-06
8b099324813ec62a93eff0576125225b
1,371,663,220
44.236353
-123.146988
0
1,292,157
2020-06-19 17:34:40
503,874,407,318
fraud_Spencer-Runolfsson
misc_pos
23.68
Andrew
Mcgee
M
4130 Tiffany Glen Apt. 562
San Antonio
TX
78,248
29.5894
-98.5201
1,595,797
Exhibition designer
1975-12-28
698bf7bcd87e2bf78fb61cb7db605e32
1,371,663,280
29.933704
-97.65437
0
1,292,158
2020-06-19 17:34:43
6,595,970,453,799,027
fraud_Ernser-Feest
home
33.79
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
802fadd8aea419709256500b4a11ca3a
1,371,663,283
40.945315
-74.433818
0
1,292,159
2020-06-19 17:35:03
180,049,032,966,888
fraud_Bednar PLC
kids_pets
45.47
Michael
Flores
M
70761 Fitzpatrick Brooks Suite 631
Saxon
WI
54,559
46.4959
-90.4383
795
Television/film/video producer
1986-04-15
2514ba6b010a484764abe505373281dc
1,371,663,303
47.380972
-89.608535
0
1,292,160
2020-06-19 17:35:27
36,913,587,729,122
fraud_Schulist Ltd
food_dining
38.62
Ana
Mccormick
F
4503 Patricia Route
Meridian
ID
83,646
43.6498
-116.4306
84,106
Intelligence analyst
1971-02-11
7682ca99e9bae9759ba9e290f601d002
1,371,663,327
44.281188
-115.825701
0
1,292,161
2020-06-19 17:36:10
30,238,755,902,988
fraud_Roob-Okuneva
health_fitness
9.67
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
b3ab32804d48915418b774ed9af1a077
1,371,663,370
31.030574
-96.4917
0
1,292,162
2020-06-19 17:36:42
6,011,109,736,646,996
fraud_Kuphal-Toy
food_dining
68.48
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
944295f9335ea006a92f398fc32f8d2d
1,371,663,402
33.290885
-77.746478
0
1,292,163
2020-06-19 17:37:01
3,598,304,579,370,089
fraud_Kautzer and Sons
personal_care
7.2
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
a04f340ca2080ba2d5254e3914c97dfc
1,371,663,421
37.519974
-96.650923
0
1,292,164
2020-06-19 17:37:02
4,939,976,756,738,216
fraud_Satterfield-Lowe
travel
6.85
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
dbb454dfec88002e4d072acbe69eb85e
1,371,663,422
25.763427
-98.754299
0
1,292,165
2020-06-19 17:37:39
2,264,937,662,466,770
fraud_Huel Ltd
misc_net
54.34
Juan
Sherman
M
5939 Garcia Forges Suite 297
San Antonio
TX
78,214
29.3641
-98.4924
1,595,797
Land
1995-10-17
545a56e63cdb7fceac701a215638d396
1,371,663,459
30.351071
-97.812891
0
1,292,166
2020-06-19 17:37:42
6,011,388,901,471,808
fraud_Wuckert-Goldner
home
69.04
Jacqueline
Marsh
F
950 Sheryl Spurs
Dunlevy
PA
15,432
40.1151
-79.8627
427
Mining engineer
1951-02-05
6bec76c5c765d1a25bfc3e29182d9048
1,371,663,462
39.185099
-79.636485
0
1,292,167
2020-06-19 17:38:09
4,561,546,772,499
fraud_Friesen Inc
shopping_pos
7.24
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
c4b9703b38a5d9e0b26545847011f4a0
1,371,663,489
34.03056
-106.887823
0
1,292,168
2020-06-19 17:38:27
4,514,242,065,619,750
fraud_Roob-Okuneva
health_fitness
125.36
Janet
Carpenter
F
9870 Collins Flat
Laramie
WY
82,072
41.4247
-105.4781
35,371
Pilot, airline
1988-09-02
1d93b36756b648d2c12e12245ae49423
1,371,663,507
41.188829
-105.456312
0
1,292,169
2020-06-19 17:38:41
213,126,662,687,660
fraud_Weber and Sons
food_dining
10.86
Christopher
Luna
M
242 Brian Mountain
Laredo
TX
78,040
27.5155
-99.4986
248,858
Video editor
1971-01-28
10b1908401bfde1df8224dacb7ce7d1e
1,371,663,521
27.959131
-100.131521
0
1,292,170
2020-06-19 17:39:54
3,565,423,334,076,143
fraud_Waelchi-Wolf
kids_pets
22.13
Nathan
Thomas
M
4923 Campbell Pines Suite 717
Carlisle
IN
47,838
38.9763
-87.3667
4,081
Energy engineer
1938-03-15
e9cbda0077170db6eac5f8c083c6f035
1,371,663,594
39.638616
-86.691271
0
1,292,171
2020-06-19 17:40:25
4,989,847,570,577,635,000
fraud_Quitzon-Goyette
home
7.57
Vanessa
Anderson
F
21178 Brittney Locks
Prosperity
SC
29,127
34.1832
-81.5324
8,333
Archaeologist
1994-07-09
17b52bfdf75574f1f295799965422e64
1,371,663,625
33.578534
-82.491511
0
1,292,172
2020-06-19 17:41:20
2,348,245,054,386,329
fraud_Langworth LLC
personal_care
31.32
Justin
Gay
M
268 Hayes Rue Suite 811
Harborcreek
PA
16,421
42.1767
-79.9416
2,518
Event organiser
1946-02-02
7029f960f39e0c6c28373a2785ff6dd8
1,371,663,680
42.281555
-80.47839
0
1,292,173
2020-06-19 17:41:50
4,025,612,008,285,111
fraud_Bahringer Group
health_fitness
84.22
Krystal
Key
F
23142 Montoya Island Apt. 742
Corsica
PA
15,829
41.1762
-79.1976
1,274
Maintenance engineer
1949-03-20
1bc2644066b82711a736661f97da684b
1,371,663,710
41.599394
-78.983078
0
1,292,174
2020-06-19 17:41:58
4,713,464,490,314,802
fraud_Schiller, Blanda and Johnson
home
79.07
Wesley
Parker
M
7452 Browning Port
Mc Intosh
SD
57,641
45.7084
-101.1546
295
Designer, industrial/product
1981-01-26
f5d6ac6954c44724169701e3ae228ab0
1,371,663,718
44.797114
-101.546122
0
1,292,175
2020-06-19 17:42:08
6,597,888,193,422,452
fraud_Erdman-Schaden
personal_care
13.05
Bill
Lane
M
4725 Hurst Curve Apt. 634
Holliday
TX
76,366
33.6751
-98.6576
2,317
Chief Technology Officer
1964-08-23
fabc7007bf3d835e4ad62efe5fc5d906
1,371,663,728
33.132591
-98.703672
0
1,292,176
2020-06-19 17:43:19
4,683,520,018,489,354
fraud_Zulauf LLC
personal_care
1.1
Charles
Carrillo
M
17547 Stephen Turnpike Apt. 846
Hawthorne
CA
90,250
33.9143
-118.3493
93,193
Editor, magazine features
1995-04-19
caaae2c90ae40bd6f50bb2add752995d
1,371,663,799
33.295449
-119.011335
0
1,292,177
2020-06-19 17:43:39
6,011,348,830,550,197
fraud_Bode-Rempel
kids_pets
171.64
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
994d5a4261bd168bfe3612d4bace9b66
1,371,663,819
33.0314
-87.069186
0
1,292,178
2020-06-19 17:43:47
6,538,441,737,335,434
fraud_Turcotte, McKenzie and Koss
entertainment
84.95
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
686ea84199c029e2d361bf58ff7b03d2
1,371,663,827
41.143886
-79.401376
0
1,292,179
2020-06-19 17:43:49
5,154,903,938,030,655
fraud_Heaney-Marquardt
entertainment
96.11
Felicia
Combs
F
825 Martinez Springs Apt. 625
White Sulphur Springs
WV
24,986
37.7827
-80.3129
5,216
Community development worker
1993-10-05
62ff5bd3c2a1bdb8691f6cc4ce24d9ee
1,371,663,829
37.769686
-80.029213
0
1,292,180
2020-06-19 17:44:24
3,537,797,820,923,602
fraud_Barton LLC
kids_pets
6.97
Christie
Mendoza
F
53142 Katrina Roads Suite 889
Monitor
WA
98,836
47.4852
-120.4158
584
Medical technical officer
1969-03-20
9c4bba8071a902215ab49e5f7ac2a798
1,371,663,864
46.534984
-119.417237
0
1,292,181
2020-06-19 17:44:50
4,996,263,498,048,679
fraud_Abshire PLC
entertainment
1.31
Kendra
King
F
154 Hernandez Keys
Smith River
CA
95,567
41.9404
-124.1587
1,930
Web designer
1983-06-13
5c2140c7502a1794ce01c6386fab118f
1,371,663,890
42.835295
-124.660051
0
1,292,182
2020-06-19 17:45:09
3,500,969,075,198,072
fraud_Kihn, Abernathy and Douglas
shopping_net
8.7
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
1999-05-31
18aeff4bd959f0ab7b5063e9fb452598
1,371,663,909
48.132476
-117.143413
0
1,292,183
2020-06-19 17:45:14
3,528,407,217,576,457
fraud_O'Connell-Ullrich
home
21.05
Patricia
Leach
F
71309 Martinez Stravenue
Kingsport
TN
37,663
36.4715
-82.4834
87,124
Warden/ranger
1987-02-14
6f558b8edebdf2584d5704130cf10d35
1,371,663,914
36.953596
-81.639099
0
1,292,184
2020-06-19 17:46:09
6,011,552,879,910,390
fraud_Carroll PLC
health_fitness
71.89
Robert
Long
M
529 Joshua Knoll Apt. 511
Lonetree
WY
82,936
41.0552
-110.1603
49
Research scientist (physical sciences)
1981-07-05
8dae3cb036e8363d4b167dee83a0947c
1,371,663,969
41.516884
-110.060091
0
1,292,185
2020-06-19 17:46:12
6,592,074,504,369,261
fraud_Swaniawski, Lowe and Robel
shopping_pos
423.26
Amanda
Molina
F
8425 Daniel Knolls Suite 288
Philadelphia
PA
19,154
40.0897
-74.9781
1,526,206
Commercial horticulturist
1972-05-23
40adb0b47cabb8c40d0eb14a2beb4a4d
1,371,663,972
40.273454
-74.766466
0
1,292,186
2020-06-19 17:46:36
4,210,078,554,961,359,000
fraud_Schroeder Group
health_fitness
18.76
Valerie
Clark
F
7402 West Ranch
Lowell
OR
97,452
43.921
-122.7806
1,420
Systems analyst
1965-11-11
daa524ed54404391416728723f653995
1,371,663,996
43.339732
-123.412063
0
1,292,187
2020-06-19 17:47:04
213,107,169,859,697
fraud_Champlin and Sons
home
14.96
Megan
Fernandez
F
77127 Paul Station Apt. 495
Woods Cross
UT
84,087
40.8874
-111.9027
13,983
Insurance broker
1979-08-14
1c8b88e84fd6f91dab45dc834ed20885
1,371,664,024
40.671059
-111.1513
0
1,292,188
2020-06-19 17:47:06
376,028,110,684,021
fraud_Marvin-Lind
personal_care
71.73
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
227d23db7a828365a82372b1c2a327d0
1,371,664,026
39.910359
-92.949961
0
1,292,189
2020-06-19 17:47:06
3,506,592,072,985,012
fraud_Stark-Batz
entertainment
33.49
Randy
Murphy
M
0356 Sarah Light
Ballwin
MO
63,021
38.577
-90.5255
92,608
Engineer, communications
2001-07-26
0be15ae40ae2475e6d936d1b539cd898
1,371,664,026
39.435011
-89.998712
0
1,292,190
2020-06-19 17:47:49
373,905,417,449,658
fraud_Bode-Rempel
kids_pets
21.73
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
1970-11-12
e04a8803b965061a6b48ef92636159e4
1,371,664,069
32.638116
-98.579599
0
1,292,191
2020-06-19 17:49:31
2,512,312,531,485,080
fraud_Schuppe-Schuppe
food_dining
19.23
John
Mccormick
M
79414 Clark Lakes Suite 966
Warren
MI
48,088
42.5164
-82.9832
134,056
Producer, radio
1956-10-08
bacc3b9c52e913468572868108f680b4
1,371,664,171
42.513864
-83.45838
0
1,292,192
2020-06-19 17:49:40
213,180,742,685,905
fraud_Wuckert, Wintheiser and Friesen
home
55.55
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
43cfa6099fc0bf2cf4c4b6d00284a1f1
1,371,664,180
39.541193
-123.105543
0
1,292,193
2020-06-19 17:51:02
4,178,097,073,221,156
fraud_Friesen Inc
shopping_pos
126.62
Jill
Flores
F
639 Cruz Islands
Baroda
MI
49,101
41.9488
-86.4913
3,104
Horticulturist, commercial
1981-03-29
2f8b3fb7c105e7eb7dcd370ab7f180c9
1,371,664,262
41.112687
-86.003544
0
1,292,194
2020-06-19 17:51:07
2,712,209,726,293,386
fraud_Schumm PLC
health_fitness
17.76
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
a605778fbb1a0a8b9138e86b70e9c021
1,371,664,267
30.514122
-90.309632
0
1,292,195
2020-06-19 17:51:16
30,230,540,139,182
fraud_Breitenberg LLC
travel
515.64
Hayden
Sanders
M
8465 Reed Green Suite 559
Montandon
PA
17,850
40.9661
-76.8575
645
Orthoptist
1974-05-18
c252f6a54b821560b64a788a1e024e6e
1,371,664,276
40.302603
-76.871724
0
1,292,196
2020-06-19 17:51:25
4,980,323,467,523,544,000
fraud_Dietrich-Fadel
health_fitness
137.03
Patrick
Massey
M
7812 Shane Shoals Apt. 607
North Haverhill
NH
3,774
44.0978
-72.0191
1,966
Structural engineer
1947-10-27
c136bf37ff61695bf3c22d31a9892581
1,371,664,285
43.371997
-72.307219
0
1,292,197
2020-06-19 17:51:49
30,407,675,418,785
fraud_Schaefer Ltd
kids_pets
6.7
Danielle
Evans
F
76752 David Lodge Apt. 064
Breesport
NY
14,816
42.1939
-76.7361
520
Psychotherapist
1991-10-13
9ebae00d38ce8c94fb436e907f67e7b7
1,371,664,309
41.503532
-77.643672
0
1,292,198
2020-06-19 17:52:18
4,452,366,298,769,043
fraud_Goyette Inc
shopping_net
1.91
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
f1950b0135417f1a54b533c6824fbd3c
1,371,664,338
31.71865
-97.492362
0
1,292,199
2020-06-19 17:52:21
213,156,747,557,083
fraud_Kihn-Schuster
food_dining
58.12
Adam
Santos
M
725 Jo Trace Apt. 102
Glendale
CA
91,206
34.1556
-118.2322
172,817
Advertising account planner
1982-07-30
b744f745c6b9602ce0d2ed758db85803
1,371,664,341
33.784465
-118.71606
0