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
1,276,700
2020-06-14 12:12:51
501,831,082,224
fraud_Marvin-Lind
personal_care
13.41
Corey
Jones
M
709 George Underpass Apt. 080
West Decatur
PA
16,878
40.9493
-78.3129
1,762
Armed forces logistics/support/administrative officer
1962-05-04
07776082bdd79d761ca168065842ff3f
1,371,211,971
41.925043
-78.158424
0
1,276,701
2020-06-14 12:12:53
6,544,734,391,390,261
fraud_Morissette LLC
entertainment
6.62
John
Myers
M
701 Wilson Divide
Highland
IN
46,322
41.55
-87.4569
23,727
Community arts worker
1982-02-08
4e0f86eea0e2f594e4eef3d18e8fb379
1,371,211,973
42.342462
-87.203058
0
1,276,702
2020-06-14 12:12:56
6,517,217,825,320,610
fraud_Dietrich-Fadel
health_fitness
170.13
James
Reese
M
26975 Richardson Mills Apt. 402
Sontag
MS
39,665
31.6453
-90.1801
1,196
Librarian, academic
1958-06-11
ebf4c3bb93d069b477d3ef0ab9d53163
1,371,211,976
32.449238
-90.437432
0
1,276,703
2020-06-14 12:13:13
30,428,204,673,351
fraud_Gottlieb Group
kids_pets
54.79
Greg
Villarreal
M
2851 Foster Shoals
Schaefferstown
PA
17,088
40.3087
-76.2963
823
Gaffer
1982-07-02
cc242f4c88c8eab869861c22283be758
1,371,211,993
40.080892
-75.395395
0
1,276,704
2020-06-14 12:13:41
4,681,601,008,538,160
fraud_Berge-Hills
kids_pets
147.04
Tammy
Davis
F
77663 Colleen Freeway
Moundsville
WV
26,041
39.9148
-80.731
16,183
Physiotherapist
1977-08-12
c53fce408314fd08502f4ebd8149f087
1,371,212,021
40.804643
-81.029117
0
1,276,705
2020-06-14 12:14:14
3,521,417,320,836,166
fraud_Stiedemann Ltd
food_dining
158.67
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
9f4672102dbe3872089b23c67036859f
1,371,212,054
39.547
-86.05118
0
1,276,706
2020-06-14 12:14:20
3,519,232,971,341,141
fraud_Howe PLC
entertainment
37.12
Michael
Jones
M
754 Smith Isle
Amsterdam
OH
43,903
40.4731
-80.9596
2,208
Mental health nurse
1961-09-10
506d19faae025094a159cdb729a525b9
1,371,212,060
39.630252
-80.095769
0
1,276,707
2020-06-14 12:14:44
4,294,930,380,592
fraud_Runolfsdottir, Mueller and Hand
entertainment
13.56
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
3564b0c6cbb100faa7dc449877eca055
1,371,212,084
37.898255
-79.32399
0
1,276,708
2020-06-14 12:14:57
346,273,234,529,002
fraud_Morissette PLC
shopping_pos
45.89
Donna
Moreno
F
32301 Albert River Suite 364
Ronceverte
WV
24,970
37.7418
-80.4626
4,575
Statistician
1991-10-22
5a3b8cedeb985c0573837db0c46aa045
1,371,212,097
37.229096
-80.594599
0
1,276,709
2020-06-14 12:15:00
4,777,065,439,639,721
fraud_Kihn-Schuster
food_dining
62.7
Peter
Caldwell
M
08966 Beltran Route Suite 905
Oaks
PA
19,456
40.1334
-75.4536
737
Oceanographer
1987-04-24
a5b9ddd638145cf85ae126f06d1e597a
1,371,212,100
40.238262
-75.296381
0
1,276,710
2020-06-14 12:15:00
60,423,098,130
fraud_Hyatt, Russel and Gleichner
health_fitness
6.54
Jason
Gray
M
875 Amy Point
Amorita
OK
73,719
36.9412
-98.2458
83
Barrister's clerk
1958-07-28
c67aaaddf83e110a5aa5fa3246043a61
1,371,212,100
37.628985
-97.734079
0
1,276,711
2020-06-14 12:15:03
676,195,318,214
fraud_Waelchi Inc
kids_pets
90.12
Brandy
Quinn
F
9734 Beard Fields Suite 885
Altair
TX
77,412
29.6047
-96.5249
106
Editor, film/video
1983-07-24
6e3ab91229b6902f8a578bade71c91dc
1,371,212,103
29.62227
-96.394725
0
1,276,712
2020-06-14 12:15:07
4,610,050,989,831,291
fraud_Medhurst Inc
home
79
James
Lynch
M
5155 Mary Common Apt. 927
Utica
PA
16,362
41.4798
-79.9403
1,102
Garment/textile technologist
1989-07-08
898f05f203ad849e1b2e8f8cf22425bd
1,371,212,107
41.295462
-80.840351
0
1,276,713
2020-06-14 12:15:42
6,011,305,591,981,276
fraud_Lubowitz, Terry and Stracke
personal_care
42.7
Daniel
Jones
M
290 Kathryn Fall
Huntsville
AL
35,803
34.6205
-86.551
190,178
Engineer, automotive
1959-06-06
33a5f177b211cea407a753f3abc6b251
1,371,212,142
35.494229
-86.629064
0
1,276,714
2020-06-14 12:15:51
377,654,590,313,960
fraud_McKenzie-Huels
food_dining
56.73
Lawrence
Davis
M
7421 Serrano Lane Apt. 580
Powell
TN
37,849
36.0435
-84.04
25,459
Teacher, special educational needs
1969-02-22
528373a07489257c9ee0b86accac0e92
1,371,212,151
37.027907
-84.744968
0
1,276,715
2020-06-14 12:16:18
3,552,581,383,553,463
fraud_Waelchi Inc
kids_pets
25.89
Jonathan
Castro
M
200 Christie Mills Apt. 307
Andrews
NC
28,901
35.1959
-83.8228
5,354
Retail buyer
1965-04-13
162dfd6afd7fecd50687c025906a6f26
1,371,212,178
36.119467
-83.142225
0
1,276,716
2020-06-14 12:16:41
3,518,234,918,950,662
fraud_Schuppe LLC
entertainment
136.17
Barbara
Lowe
F
67210 Lori Creek
Sherman
TX
75,092
33.6372
-96.6184
46,563
Systems developer
1970-09-11
f59c35679281067d41f65408a25e293a
1,371,212,201
32.838606
-96.74358
0
1,276,717
2020-06-14 12:16:55
370,877,495,212,014
fraud_Kris-Kertzmann
travel
4.11
Sarah
Clark
F
25961 Beverly Union Apt. 042
North Wilkesboro
NC
28,659
36.2017
-81.1286
21,134
Dispensing optician
1984-03-06
f2e4e8bfaa6b1697164d04b73b94c00d
1,371,212,215
35.425576
-81.557347
0
1,276,718
2020-06-14 12:17:06
4,996,263,498,048,679
fraud_Kihn-Fritsch
food_dining
4.76
Kendra
King
F
154 Hernandez Keys
Smith River
CA
95,567
41.9404
-124.1587
1,930
Web designer
1983-06-13
fc7f629fba005fbd53f40942524bf416
1,371,212,226
42.051757
-123.598188
0
1,276,719
2020-06-14 12:17:23
36,722,699,017,270
fraud_Kessler Group
travel
8.34
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
bd169b97384a1d620d33b2ae847e5e61
1,371,212,243
33.2993
-111.488289
0
1,276,720
2020-06-14 12:17:55
4,550,599,031,376,731
fraud_Lubowitz-Walter
kids_pets
96.26
Angela
West
F
9471 Wong Islands
Mansfield
OH
44,902
40.7559
-82.5123
92,985
Press photographer
1968-05-29
3ce556aca902cd49b733ddcf6e68e7e7
1,371,212,275
41.239846
-82.06507
0
1,276,721
2020-06-14 12:18:47
3,540,075,240,003,197
fraud_Kertzmann LLC
health_fitness
18.42
Christian
Johns
M
892 Solis Neck
Lonsdale
MN
55,046
44.4477
-93.4252
5,211
Chief Strategy Officer
1987-01-27
dcfe6445452b315f88677d04c980cb6d
1,371,212,327
45.082593
-92.936848
0
1,276,722
2020-06-14 12:19:32
5,359,543,825,610,251
fraud_Pouros, Walker and Spencer
kids_pets
2.56
Michael
Francis
M
1833 Jeanette Stravenue
Belgrade
MT
59,714
45.7801
-111.1439
18,182
Engineer, drilling
1975-06-29
e7fe90b2ef3d63efc6c7144953fbd246
1,371,212,372
45.996733
-112.069928
0
1,276,723
2020-06-14 12:20:59
4,826,655,832,045,236
fraud_Padberg-Sauer
home
45.11
Tami
Forbes
F
5204 Robinson Plaza Suite 897
Barnstable
MA
2,630
41.6983
-70.3001
1,850
Counselling psychologist
1963-12-29
2a19cd1ae18f738430a9e0ab3e870a29
1,371,212,459
41.406704
-70.430399
0
1,276,724
2020-06-14 12:21:50
4,839,043,708,100,390
fraud_Cruickshank-Mills
entertainment
92.81
Meredith
Campbell
F
043 Hanson Turnpike
Hedrick
IA
52,563
41.1826
-92.3097
1,583
Geochemist
1999-06-28
f9834576228ea959662fd07f1214628a
1,371,212,510
41.480695
-92.844782
0
1,276,725
2020-06-14 12:22:15
3,502,088,871,723,054
fraud_Denesik and Sons
shopping_pos
6.47
Scott
Martin
M
31472 Cody Place Suite 740
Kensington
MD
20,895
39.0298
-77.0793
19,054
Operations geologist
1976-09-08
70631f16d0486108ed34b11ae2725b61
1,371,212,535
38.632744
-77.080863
0
1,276,726
2020-06-14 12:22:26
30,175,986,190,993
fraud_Berge-Ullrich
home
87.61
Rebecca
Butler
F
0665 Lisa Alley
Winger
MN
56,592
47.5375
-95.9941
516
Applications developer
1966-06-07
11585016feb4c8be60a691254cbf90b9
1,371,212,546
46.78345
-96.744971
0
1,276,727
2020-06-14 12:22:26
6,011,367,958,204,270
fraud_O'Reilly, Mohr and Purdy
home
27.91
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
4ab7a4dc0f3069fbb4b0dbaa746499ed
1,371,212,546
40.350024
-82.09456
0
1,276,728
2020-06-14 12:22:40
30,074,693,890,476
fraud_Quitzon, Green and Bashirian
shopping_pos
47.27
Kelsey
Richards
F
889 Sarah Station Suite 624
Holcomb
KS
67,851
37.9931
-100.9893
2,691
Arboriculturist
1993-08-16
05874ccf12dfd0337cb40df0cb0fc708
1,371,212,560
38.147096
-100.439434
0
1,276,729
2020-06-14 12:22:45
4,450,831,335,606,294
fraud_Jakubowski Inc
home
126.99
Donna
Davis
F
6760 Donovan Lakes
Clayton
OK
74,536
34.5906
-95.38
1,760
Occupational psychologist
1972-01-20
608011efc5a18f78f9fc9bae26be5a1b
1,371,212,565
34.750212
-96.123089
0
1,276,730
2020-06-14 12:23:01
30,266,994,494,236
fraud_Bernhard-Lesch
food_dining
34.49
Sarah
Foster
F
77872 Andrea Glen Apt. 543
Ford
VA
23,850
37.1349
-77.7364
1,051
Chief Operating Officer
1976-11-21
3448393466cf2eed14381bb021739b86
1,371,212,581
38.06524
-76.757972
0
1,276,731
2020-06-14 12:23:20
4,839,615,922,685,395
fraud_Friesen-Ortiz
personal_care
30.58
Phillip
Robertson
M
85344 Smith Gateway Apt. 280
Harrodsburg
IN
47,434
39.013
-86.5457
76
Social researcher
1955-05-06
8f53ce103f854b842de4f3191ebd7d9e
1,371,212,600
39.801207
-85.662239
0
1,276,732
2020-06-14 12:23:54
4,451,438,912,406,400
fraud_Rippin-VonRueden
health_fitness
63.68
Cheryl
Morgan
F
7535 Amanda Manors Suite 293
Norman
AR
71,960
34.4596
-93.6743
1,383
Manufacturing engineer
1999-09-11
3d9700669bdc6b10b5dba920a9b966f3
1,371,212,634
35.222302
-93.594635
0
1,276,733
2020-06-14 12:24:17
377,113,842,678,100
fraud_Welch, Rath and Koepp
entertainment
22.3
Billy
Gallagher
M
673 Delgado Burg
Greenwich
NJ
8,323
39.4055
-75.3209
804
Insurance risk surveyor
1965-03-25
4af25af863d08b4f9e31d9130b4a7474
1,371,212,657
39.953158
-74.324944
0
1,276,734
2020-06-14 12:24:32
30,238,755,902,988
fraud_Erdman-Durgan
health_fitness
37.29
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
f425540f85bef9d994834965cf84a23f
1,371,212,672
30.910247
-96.346303
0
1,276,735
2020-06-14 12:24:36
213,126,662,687,660
fraud_Bradtke, Torp and Bahringer
personal_care
62.29
Christopher
Luna
M
242 Brian Mountain
Laredo
TX
78,040
27.5155
-99.4986
248,858
Video editor
1971-01-28
8b6d2f7d5821e571fa2f5d9d6a3a026e
1,371,212,676
26.582585
-100.184061
0
1,276,736
2020-06-14 12:24:59
3,590,736,522,064,285
fraud_Bednar PLC
kids_pets
81.91
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
1975-12-20
cf50c957071bed8ec737f14c34610e0c
1,371,212,699
34.815264
-91.961582
0
1,276,737
2020-06-14 12:25:11
373,905,417,449,658
fraud_O'Hara-Wilderman
food_dining
70.01
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
1970-11-12
887dcd660c7e8bb1b6963eb024af2ce6
1,371,212,711
31.938451
-97.355921
0
1,276,738
2020-06-14 12:25:44
2,254,917,871,818,484
fraud_Ritchie, Oberbrunner and Cremin
travel
3.59
Margaret
Gibson
F
382 Williams Stream Suite 197
Scotland
MD
20,687
38.0828
-76.3477
313
Insurance underwriter
1976-03-26
c871d098f24c390a71bc683c9244b049
1,371,212,744
37.691092
-76.907641
0
1,276,739
2020-06-14 12:26:09
4,586,810,168,620,942
fraud_McGlynn-Jaskolski
misc_pos
101.18
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
349117ab8acd6b88cb707344957da8f1
1,371,212,769
33.500706
-79.575102
0
1,276,740
2020-06-14 12:26:28
6,534,628,260,579,800
fraud_Nolan-Williamson
kids_pets
180.78
Christine
Harris
F
29606 Martinez Views Suite 653
Hinesburg
VT
5,461
44.3346
-73.098
4,542
Claims inspector/assessor
1998-03-19
fa976097b3aa1c054a25cbf5ac3fbcfa
1,371,212,788
43.719772
-72.584383
0
1,276,741
2020-06-14 12:26:49
377,026,671,291,680
fraud_O'Connell, Botsford and Hand
home
37.68
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
e8108e09b5cd396ada54465fc0d2055b
1,371,212,809
36.885821
-90.198342
0
1,276,742
2020-06-14 12:27:32
180,084,695,172,649
fraud_Durgan, Gislason and Spencer
home
2.24
Holly
Mann
F
7644 Joseph Fields
Nokomis
IL
62,075
39.3036
-89.2853
3,458
Building surveyor
1985-12-08
7abe81592bce426d54f348ea59a31381
1,371,212,852
39.843168
-88.639168
0
1,276,743
2020-06-14 12:27:55
6,596,735,789,587,928
fraud_Schiller Ltd
personal_care
31.53
Spencer
Williams
M
1145 Tony Drive Suite 080
Watertown
MN
55,388
44.9595
-93.8482
5,619
Licensed conveyancer
1959-01-15
1a979bc40fddb023de95ffe65bbed1e9
1,371,212,875
44.570459
-93.735125
0
1,276,744
2020-06-14 12:27:59
3,589,289,942,931,264
fraud_Herman Inc
misc_pos
2.58
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
b9794dad4b038db444a4d51067ce52b3
1,371,212,879
43.643742
-96.949349
0
1,276,745
2020-06-14 12:29:30
38,797,410,705,641
fraud_Emmerich-Rau
personal_care
78.49
Andrew
Tucker
M
583 Gray Creek
Oak Hill
NY
12,460
42.4069
-74.1528
277
Glass blower/designer
1971-12-12
8c52e00247db07d9420b4ad979fc5b42
1,371,212,970
41.928375
-74.648608
0
1,276,746
2020-06-14 12:29:39
6,011,693,194,885,790
fraud_Herman Inc
misc_pos
5.29
Victoria
Fleming
F
2807 Parker Station Suite 080
Stanchfield
MN
55,080
45.6675
-93.2433
2,607
Lecturer, further education
1995-12-04
a662e8b51ba129d1fb555504a34891de
1,371,212,979
46.430699
-93.055407
0
1,276,747
2020-06-14 12:29:49
38,588,538,868,506
fraud_Powlowski-Weimann
food_dining
1.17
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
d23e001e80a3dc44c71b332cd5210ec0
1,371,212,989
31.020443
-102.814347
0
1,276,748
2020-06-14 12:29:51
3,524,574,586,339,330
fraud_Hammes-Beatty
kids_pets
37.12
Ashley
Cabrera
F
94225 Smith Springs Apt. 617
Vero Beach
FL
32,960
27.633
-80.4031
105,638
Librarian, public
1986-05-07
55124b093fe235f639fdf7da3c45ea44
1,371,212,991
27.544859
-79.699626
0
1,276,749
2020-06-14 12:31:01
6,011,399,591,920,186
fraud_Halvorson Group
misc_pos
5.85
Maria
Roy
F
58665 Nicholas Ford Suite 348
Sheffield
MA
1,257
42.1001
-73.3611
2,121
Radio producer
1973-10-14
afb6c6339f44965751ed932b41ab9a36
1,371,213,061
41.328097
-73.528924
0
1,276,750
2020-06-14 12:31:20
573,283,817,795
fraud_Moore, Williamson and Emmerich
home
29.31
Amy
Flynn
F
46095 Tara Fords
Jaffrey
NH
3,452
42.8178
-72.0275
5,457
Surveyor, hydrographic
1950-04-17
1ddd90b4f67f32c46fc2b0c55d5d7ea3
1,371,213,080
42.682494
-71.785907
0
1,276,751
2020-06-14 12:31:40
38,588,538,868,506
fraud_Metz-Boehm
shopping_pos
5.64
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
22c3f64924a0eff38ac3b662cc8b476a
1,371,213,100
29.670245
-102.656637
0
1,276,752
2020-06-14 12:32:20
4,792,627,764,422,478,000
fraud_Roberts, Ryan and Smith
personal_care
3.99
Margaret
Mendez
F
7952 Karen Pike
De Soto
KS
66,018
38.9462
-94.9714
5,760
Chief Executive Officer
1978-10-01
4aa7621d747ca65b041c43e5225d90ae
1,371,213,140
38.977259
-94.158771
0
1,276,753
2020-06-14 12:32:42
676,102,124,465
fraud_Botsford Ltd
shopping_pos
7.88
Natasha
Mclaughlin
F
8699 Lindsay Ford Apt. 486
Napa
CA
94,558
38.4549
-122.2564
94,014
Airline pilot
1985-08-21
20a717d391ef3fd7a3817a3f71205e1b
1,371,213,162
39.131946
-121.990362
0
1,276,754
2020-06-14 12:32:45
4,755,696,071,492
fraud_Jakubowski Inc
home
7.57
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
10a375686f93114508c58f607cb60f23
1,371,213,165
32.914261
-97.385096
0
1,276,755
2020-06-14 12:32:56
4,992,346,398,065,154,000
fraud_Bode-Schuster
kids_pets
139.33
Benjamin
Kim
M
920 Patrick Light
Mc Nabb
IL
61,335
41.173
-89.2187
532
Audiological scientist
1956-01-09
25945b830b81d6d49d23db56316aa477
1,371,213,176
41.859356
-88.83649
0
1,276,756
2020-06-14 12:33:45
4,926,376,199,189,801
fraud_Hettinger, McCullough and Fay
home
5.26
Claire
Davis
F
83685 Matthew Center Suite 870
Cherokee Village
AR
72,529
36.3011
-91.5281
4,726
Pharmacologist
1977-06-07
90212fee172a9ded39d37c3417953c6f
1,371,213,225
37.262711
-91.741085
0
1,276,757
2020-06-14 12:34:07
4,239,552,724,014,407
fraud_Will Ltd
food_dining
57.46
Carl
Hernandez
M
9134 Darryl Flat Suite 916
Paulding
OH
45,879
41.141
-84.5722
6,284
Secondary school teacher
1936-03-27
a3021a857d7bacde5e961d505cf30e04
1,371,213,247
41.034262
-84.645529
0
1,276,758
2020-06-14 12:34:21
213,112,402,583,773
fraud_Fadel Inc
health_fitness
86.63
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
b12098af19953e33cd6ac88af571a2f8
1,371,213,261
33.737382
-81.506209
0
1,276,759
2020-06-14 12:34:34
4,900,628,639,996
fraud_Lynch Ltd
shopping_pos
3.58
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
2664c04ec40a3e3e4dfa98c467d7ff03
1,371,213,274
33.405517
-118.617832
0
1,276,760
2020-06-14 12:34:58
3,519,607,465,576,254
fraud_Medhurst Inc
home
20.16
Audrey
Gonzalez
F
34180 Lopez Plaza
Fields Landing
CA
95,537
40.7268
-124.2174
276
Scientist, audiological
1929-05-06
4edabca3b9d829a211d63fa20149cfc7
1,371,213,298
40.382228
-124.191908
0
1,276,761
2020-06-14 12:35:09
344,709,867,813,900
fraud_Welch, Rath and Koepp
entertainment
258.37
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
ae160b1c831eac6aadad7242a1dc65dd
1,371,213,309
28.20423
-81.470861
0
1,276,762
2020-06-14 12:35:47
3,583,793,405,872,580
fraud_Hudson-Grady
shopping_pos
8.26
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
1970-09-27
b94c84602a4206b22a87d729a0dbe95d
1,371,213,347
34.930708
-98.192982
0
1,276,763
2020-06-14 12:36:06
30,551,643,947,183
fraud_Gibson-Deckow
entertainment
46.86
Morgan
Smith
F
1441 Bradley Place
Grover
NC
28,073
35.1836
-81.4552
5,621
Toxicologist
1973-11-14
803427e3a2a92a9480f7d163fd9e30fc
1,371,213,366
35.049873
-81.296375
0
1,276,764
2020-06-14 12:36:08
639,030,014,711
fraud_Schaefer Ltd
kids_pets
43.44
Stephen
Lopez
M
696 Matthew Ford Suite 157
Olmsted
IL
62,970
37.1935
-89.0933
639
Mechanical engineer
1982-08-01
e28214066b314350d779e651180ee849
1,371,213,368
36.406329
-89.055934
0
1,276,765
2020-06-14 12:36:15
213,161,231,269,724
fraud_Yost, Schamberger and Windler
kids_pets
66.88
Alyssa
Morgan
F
622 Robin Run Suite 764
Gadsden
AL
35,901
34.048
-85.9246
67,082
Physiological scientist
1963-02-09
4fb858563aed2246dda8eefce6315aae
1,371,213,375
34.870323
-86.315554
0
1,276,766
2020-06-14 12:36:16
4,939,976,756,738,216
fraud_Heathcote, Yost and Kertzmann
shopping_net
227.68
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
0393b35070cf05804b85b553e694bd67
1,371,213,376
27.033673
-98.962124
0
1,276,767
2020-06-14 12:36:45
3,534,330,126,107,879
fraud_Padberg-Sauer
home
90.08
Jeffrey
Smith
M
713 Scott Pike Apt. 712
Bridger
MT
59,014
45.2857
-108.9082
1,446
Chartered loss adjuster
1978-01-15
38399a23b07702b90d9a75315267af99
1,371,213,405
45.193051
-108.095273
0
1,276,768
2020-06-14 12:36:53
4,223,708,906,367,574,000
fraud_Weimann-Lockman
kids_pets
49.81
Adam
Riddle
M
27718 Mason Bypass
Mount Saint Joseph
OH
45,051
39.0965
-84.6431
177
Exhibition designer
1974-05-30
93b1abb73318701fd48ba187918168ff
1,371,213,413
38.713367
-84.746782
0
1,276,769
2020-06-14 12:37:03
4,423,489,490,781,412
fraud_Cormier, Stracke and Thiel
entertainment
50.46
Christopher
Ortega
M
5045 Emily Wall
Princeton
IA
52,768
41.6858
-90.3706
1,426
Agricultural consultant
1957-03-06
7c6a269cc4477036eaf4b48216c20c7a
1,371,213,423
40.775277
-89.372506
0
1,276,770
2020-06-14 12:37:16
2,266,735,643,685,262
fraud_Terry, Johns and Bins
misc_pos
34.86
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
1972-07-25
11f27cb970ec111c27549ee3abec739d
1,371,213,436
35.234746
-85.586524
0
1,276,771
2020-06-14 12:37:30
639,030,014,711
fraud_Windler LLC
kids_pets
52.87
Stephen
Lopez
M
696 Matthew Ford Suite 157
Olmsted
IL
62,970
37.1935
-89.0933
639
Mechanical engineer
1982-08-01
b39dad4323376071d7157054e784321f
1,371,213,450
38.143929
-88.852323
0
1,276,772
2020-06-14 12:37:59
30,235,268,718,158
fraud_Kutch-Ferry
home
118.41
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
86a7dd44f4bcd5a4278454131d45064d
1,371,213,479
40.078963
-74.630031
0
1,276,773
2020-06-14 12:38:15
4,469,777,115,158,235,000
fraud_Romaguera, Cruickshank and Greenholt
shopping_net
295.77
Gregory
Graham
M
4005 Dana Glens
Methuen
MA
1,844
42.728
-71.181
47,249
Market researcher
1980-11-22
888bdf80121e457ce0bfa95f993b7642
1,371,213,495
43.68258
-70.949777
0
1,276,774
2020-06-14 12:38:24
30,501,624,614,310
fraud_Dare-Marvin
entertainment
26.33
Amanda
Smith
F
180 Graves Shore
Scotia
SC
29,939
32.6786
-81.2455
302
Magazine features editor
1973-05-04
f8aa84c7dadd8159b356886ac9114555
1,371,213,504
33.458949
-80.607331
0
1,276,775
2020-06-14 12:38:45
6,011,388,901,471,808
fraud_Roob-Okuneva
health_fitness
161.39
Jacqueline
Marsh
F
950 Sheryl Spurs
Dunlevy
PA
15,432
40.1151
-79.8627
427
Mining engineer
1951-02-05
843de61e6fac8cd9e3830e7d6a8b3432
1,371,213,525
39.197511
-79.063815
0
1,276,776
2020-06-14 12:38:51
2,229,824,890,647,120
fraud_McKenzie-Huels
food_dining
55.78
Walter
Blair
M
44951 Williams Brooks
Pearlington
MS
39,572
30.2508
-89.6011
1,414
Therapist, occupational
1958-02-17
465817faf69e8c32334a9ec4cc70efe5
1,371,213,531
30.564177
-90.334347
0
1,276,777
2020-06-14 12:39:06
4,169,759,661,243,568
fraud_Nicolas, Hills and McGlynn
entertainment
9.74
Jamie
Carr
F
55363 Aaron Circle Suite 450
Lawn
PA
17,041
40.2236
-76.538
213
Special educational needs teacher
1972-02-15
6529001072a0c749a67e12c1c8805b76
1,371,213,546
40.271992
-77.033937
0
1,276,778
2020-06-14 12:39:09
180,048,185,037,117
fraud_Pouros-Conroy
shopping_pos
105.27
Mary
Wall
F
2481 Mills Lock
Plainfield
NJ
7,060
40.6152
-74.415
71,485
Leisure centre manager
1974-07-19
4791428f754f7729913ad608b25864ee
1,371,213,549
40.627601
-74.535258
0
1,276,779
2020-06-14 12:39:17
4,629,451,965,224,809
fraud_Ullrich Ltd
kids_pets
14.65
Karen
Warren
F
4900 Curtis Gardens Suite 952
Hahira
GA
31,632
30.9416
-83.3574
10,295
Teacher, special educational needs
1997-12-26
65c4cfbe99d969e28c773c73ce63ad35
1,371,213,557
31.323051
-84.030195
0
1,276,780
2020-06-14 12:39:48
4,979,422,371,139,333
fraud_Cole, Hills and Jewess
home
38.23
Kelly
Zimmerman
F
1893 Katie Tunnel
Westerville
NE
68,881
41.4193
-99.3844
73
Product designer
1935-02-10
f3371b02358702ada0a2a6648dbe7d04
1,371,213,588
42.265847
-100.020601
0
1,276,781
2020-06-14 12:40:13
3,577,794,103,155,425
fraud_Lakin, Ferry and Beatty
food_dining
9.58
Mary
Humphrey
F
9853 Flynn Hollow Apt. 602
Reynolds
ND
58,275
47.7068
-97.2092
733
Visual merchandiser
1994-11-12
9cacd5215a7066129e3ab088f91d6370
1,371,213,613
47.081546
-97.011986
0
1,276,782
2020-06-14 12:40:31
2,713,913,904,780,408
fraud_Goyette-Gerhold
kids_pets
77.56
Jacqueline
Howard
F
4511 Choi Lock
Delhi
LA
71,232
32.3929
-91.4714
6,581
Multimedia programmer
1964-02-13
4c6373410740882ee76068ca95210a57
1,371,213,631
32.494552
-90.747392
0
1,276,783
2020-06-14 12:40:38
4,308,156,300,921,054
fraud_Skiles LLC
home
74.19
William
Marshall
M
454 Sawyer Forks Apt. 231
Collegeville
MN
56,321
45.5783
-94.4199
1,536
Farm manager
1981-02-18
7baa224dfaf101de271af63ea5fe7601
1,371,213,638
44.806695
-94.737735
0
1,276,784
2020-06-14 12:40:38
3,575,789,281,659,026
fraud_Gerhold LLC
home
13.42
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
11cd25dd2073b022eaed547604d83dca
1,371,213,638
38.409436
-93.584726
0
1,276,785
2020-06-14 12:41:03
4,181,833,256,558,614,000
fraud_Botsford PLC
home
137.45
Jessica
Potter
F
7600 Stephen Course Suite 031
Red River
NM
87,558
36.6659
-105.4694
606
Surveyor, land/geomatics
1988-09-06
e35ab61bda3b072fcc94213743c6b649
1,371,213,663
36.020771
-106.334034
0
1,276,786
2020-06-14 12:41:17
502,012,776,709
fraud_Nader-Maggio
personal_care
31.79
Sherry
Martinez
F
144 Yu Locks Apt. 754
Garrattsville
NY
13,342
42.6315
-75.1866
165
Naval architect
1945-09-20
60de5303375ccbf99925db93a8e77f3b
1,371,213,677
43.018422
-74.806418
0
1,276,787
2020-06-14 12:41:19
4,104,312,520,615,374
fraud_Ferry, Lynch and Kautzer
misc_net
66.33
Brooke
Rodriguez
F
901 Todd Gardens Apt. 466
Mountain Center
CA
92,561
33.6401
-116.5567
1,661
Therapist, music
1988-09-19
a940fad6157a80b2ccd2db4277d72f65
1,371,213,679
33.056363
-115.937308
0
1,276,788
2020-06-14 12:41:29
571,365,235,126
fraud_Larkin Ltd
kids_pets
23.74
Barbara
Taylor
F
0069 Robin Brooks Apt. 695
Elberta
MI
49,628
44.5995
-86.2141
372
Exhibitions officer, museum/gallery
1995-07-12
60e9675195ade519d8a7088670b3843e
1,371,213,689
43.990087
-87.058282
0
1,276,789
2020-06-14 12:42:31
4,586,810,168,620,942
fraud_Ziemann-Waters
health_fitness
34.71
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
db5c635f2bf279aff2f8c853cd9c8450
1,371,213,751
32.533657
-80.059777
0
1,276,790
2020-06-14 12:42:45
3,583,793,405,872,580
fraud_Torphy-Goyette
shopping_pos
517.34
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
1970-09-27
75cebe9fd43900129a36288901f2080c
1,371,213,765
35.446964
-99.542847
0
1,276,791
2020-06-14 12:42:46
30,234,966,027,947
fraud_Kutch, Steuber and Gerhold
food_dining
182.18
Matthew
Lambert
M
7188 Melissa Crest Apt. 151
New Holstein
WI
53,061
43.9446
-88.0911
5,196
Child psychotherapist
1978-01-22
a454fd684d6537a7a575c6a9be5c8915
1,371,213,766
43.373158
-88.130741
0
1,276,792
2020-06-14 12:42:48
348,789,608,637,806
fraud_Kutch-Wilderman
home
5.37
Megan
Murphy
F
53696 Laura Radial
Holstein
NE
68,950
40.4542
-98.6538
331
Telecommunications researcher
1950-08-19
7e85d73bd26c9984af110510fcd96057
1,371,213,768
41.197495
-99.046722
0
1,276,793
2020-06-14 12:43:31
38,797,410,705,641
fraud_Padberg-Sauer
home
87.48
Andrew
Tucker
M
583 Gray Creek
Oak Hill
NY
12,460
42.4069
-74.1528
277
Glass blower/designer
1971-12-12
a80967e1c5c194747c845850e2465b0b
1,371,213,811
42.013226
-73.546845
0
1,276,794
2020-06-14 12:44:12
4,836,998,673,805,450
fraud_Jast Ltd
shopping_net
5.19
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
54c9b39b1bba53a75a64a0efc0a2b58c
1,371,213,852
46.855917
-85.374189
0
1,276,795
2020-06-14 12:44:25
2,254,799,658,404,120
fraud_Gleason and Sons
kids_pets
59.41
Barbara
Nelson
F
7337 Browning Falls Suite 027
Valdosta
GA
31,605
30.946
-83.2474
94,325
Educational psychologist
1987-09-08
0a329efe623614de4fa7d5aa70a4a716
1,371,213,865
31.095154
-83.25539
0
1,276,796
2020-06-14 12:44:49
4,798,937,978,667,560,000
fraud_Botsford PLC
home
80.15
Robert
Williams
M
09419 Lewis Rapids
Bay City
MI
48,706
43.6088
-83.953
67,858
Water quality scientist
1995-03-13
a100691b64ecf43eda341225abe9dd2c
1,371,213,889
43.043782
-84.352754
0
1,276,797
2020-06-14 12:45:13
5,596,347,693,144,598
fraud_Hilpert-Conroy
kids_pets
126.38
Joseph
Moody
M
5901 Foster Pine
Kenner
LA
70,062
29.9912
-90.2479
68,211
Engineer, petroleum
1941-04-23
19222ec5dff963735e90074c4d6fc9f4
1,371,213,913
30.205118
-90.577059
0
1,276,798
2020-06-14 12:45:20
4,906,628,655,840,914,000
fraud_Waters-Cruickshank
health_fitness
169.29
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
1e4d8169082d90836ff8940d35b2160f
1,371,213,920
25.337708
-80.987684
0
1,276,799
2020-06-14 12:45:39
4,635,330,563,105,903
fraud_Reilly and Sons
health_fitness
88.85
Christina
Rose
F
1984 Taylor Island Suite 836
Falls Church
VA
22,046
38.8856
-77.1802
116,155
Chartered accountant
1983-07-10
4a5bd165b535689f7e38b867fe544ecb
1,371,213,939
39.250717
-76.419571
0