Unnamed: 0
int64
0
1.05M
trans_date_trans_time
stringlengths
11
14
cc_num
float64
60.4B
4,992,350,000B
merchant
stringclasses
693 values
category
stringclasses
14 values
amt
float64
1
28.9k
first
stringclasses
348 values
last
stringclasses
479 values
gender
stringclasses
2 values
street
stringclasses
965 values
city
stringclasses
879 values
state
stringclasses
51 values
zip
int64
1.26k
99.8k
lat
float64
20
66.7
long
float64
-165.67
-67.95
city_pop
int64
23
2.91M
job
stringclasses
493 values
dob
stringclasses
950 values
trans_num
stringlengths
11
32
unix_time
int64
1.33B
1.36B
merch_lat
float64
19
67.5
merch_long
float64
-166.67
-66.95
is_fraud
int64
0
1
Unnamed: 23
float64
6006
float64
1,048,000
3/10/20 12:40
180,043,000,000,000
fraud_Jerde-Hermann
travel
2.71
Charles
Robles
M
3337 Lisa Divide
Saint Petersburg
FL
33,710
27.7898
-82.7243
341,043
Engineer, land
2/28/89
5912657e2d6ec2caca419f096d427cf4
1,362,919,213
27.64849
-83.417932
0
null
null
1,048,001
3/10/20 12:40
6,011,580,000,000,000
fraud_Schmeler-Howe
personal_care
122.89
Jerry
Perkins
M
3867 Susan Corners Apt. 883
Brashear
MO
63,533
40.1959
-92.4333
805
Private music teacher
6/27/70
0a8376824894d818375eb7f8d1c14db4
1,362,919,222
40.85507
-93.35249
0
null
null
1,048,002
3/10/20 12:40
4,908,850,000,000,000
fraud_Weimann, Kuhic and Beahan
shopping_pos
619.64
Lauren
Torres
F
03030 White Lakes
Grandview
TX
76,050
32.2779
-97.2351
5,875
Radiographer, therapeutic
7/24/92
4582f6111770b9655202feb795aa2c56
1,362,919,258
32.187185
-98.014193
0
null
null
1,048,003
3/10/20 12:41
4,279,160,000,000
fraud_Hartmann, Rowe and Hermann
travel
6.57
Lisa
Hendrix
F
35737 Kirby Fall Suite 409
Vanderbilt
PA
15,486
40.0246
-79.6955
2,303
Physiotherapist
8/16/87
5856c01580a576405040a040830ab795
1,362,919,260
39.638069
-79.596503
0
null
null
1,048,004
3/10/20 12:41
4,908,850,000,000,000
fraud_Bahringer, Bergnaum and Quitzon
home
33.49
Lauren
Torres
F
03030 White Lakes
Grandview
TX
76,050
32.2779
-97.2351
5,875
Radiographer, therapeutic
7/24/92
97efd689a3f356bac72b19db337f0fbb
1,362,919,309
32.584396
-96.241869
0
null
null
1,048,005
3/10/20 12:41
180,031,000,000,000
fraud_Dare-Gibson
health_fitness
83.16
Becky
Mckinney
F
250 Benjamin Hill Apt. 026
Mobile
AL
36,617
30.7145
-88.0918
270,712
Surveyor, land/geomatics
1/5/72
0802fc21e890fea5eebc09c30f4f9bf1
1,362,919,314
30.289364
-88.099997
0
null
null
1,048,006
3/10/20 12:41
4,809,700,000,000
fraud_Gleason-Macejkovic
shopping_net
89.1
Sabrina
Nolan
F
312 Eric Expressway Apt. 014
Phenix City
AL
36,869
32.4204
-85.0796
59,744
Chemical engineer
2/7/84
85969c96e929f205dc1966c19d42570a
1,362,919,316
31.859993
-85.919334
0
null
null
1,048,007
3/10/20 12:42
30,407,700,000,000
fraud_Ratke and Sons
health_fitness
10.7
Danielle
Evans
F
76752 David Lodge Apt. 064
Breesport
NY
14,816
42.1939
-76.7361
520
Psychotherapist
10/13/91
104c4c8b02ec0d5ccfaaec89b197c92b
1,362,919,333
42.006024
-77.049973
0
null
null
1,048,008
3/10/20 12:42
6,011,860,000,000,000
fraud_Schoen, Nienow and Bauch
personal_care
31.44
Lisa
Mendez
F
44259 Beth Station Suite 215
Lahoma
OK
73,754
36.385
-98.0727
1,078
Programme researcher, broadcasting/film/video
7/6/52
4bd66cc5bf9141158f0cd083b65fa57e
1,362,919,361
37.037719
-97.386945
0
null
null
1,048,009
3/10/20 12:43
3,534,720,000,000,000
fraud_Kutch, Steuber and Gerhold
food_dining
3.32
Lisa
Lopez
F
32343 Saunders Course
Dongola
IL
62,926
37.3712
-89.1349
2,263
Scientific laboratory technician
9/13/84
c7c8c384b160f3d65309d90a56bbf10f
1,362,919,410
37.498034
-88.904889
0
null
null
1,048,010
3/10/20 12:43
4,998,110,000,000,000
fraud_Medhurst, Cartwright and Ebert
personal_care
18.26
Mary
Pruitt
F
2819 Luke Greens Suite 563
Kansas City
MO
64,114
38.9621
-94.5959
545,147
Counsellor
11/18/87
69601b76d730759543529e03c81085a0
1,362,919,416
38.197957
-95.398719
0
null
null
1,048,011
3/10/20 12:43
3,552,580,000,000,000
fraud_Champlin and Sons
home
47.67
Jonathan
Castro
M
200 Christie Mills Apt. 307
Andrews
NC
28,901
35.1959
-83.8228
5,354
Retail buyer
4/13/65
4eb03a637ca23f150f6592cdaf8fe0db
1,362,919,431
34.356783
-83.890026
0
null
null
1,048,012
3/10/20 12:44
3,524,570,000,000,000
fraud_Gaylord-Powlowski
home
173.12
Ashley
Cabrera
F
94225 Smith Springs Apt. 617
Vero Beach
FL
32,960
27.633
-80.4031
105,638
Librarian, public
5/7/86
69e84350fcc370c0558e4e181ed727d5
1,362,919,448
26.986165
-80.532531
0
null
null
1,048,013
3/10/20 12:44
3,538,520,000,000,000
fraud_Treutel-King
travel
3.59
Cassandra
Nunez
F
9572 Austin Forge Suite 612
Clay Center
OH
43,408
41.5686
-83.3632
269
Insurance underwriter
9/15/65
3d166b442cc5b81942d7589e8665c152
1,362,919,465
42.327918
-83.386447
0
null
null
1,048,014
3/10/20 12:44
2,264,940,000,000,000
fraud_Gutmann, McLaughlin and Wiza
home
28.09
Juan
Sherman
M
5939 Garcia Forges Suite 297
San Antonio
TX
78,214
29.3641
-98.4924
1,595,797
Land
10/17/95
9384c9e4dfdd1fc5a4b04b533c526c10
1,362,919,467
28.717897
-99.469393
0
null
null
1,048,015
3/10/20 12:44
2,286,240,000,000,000
fraud_Stiedemann Ltd
food_dining
113.82
Morgan
Murray
F
2788 Brittney Island
Blairstown
MO
64,726
38.5319
-93.9221
467
Agricultural consultant
5/27/50
7f9221cf79896d82de29ec326a0ddb89
1,362,919,488
38.154707
-93.31032
0
null
null
1,048,016
3/10/20 12:45
213,181,000,000,000
fraud_Conroy, Balistreri and Gorczany
health_fitness
23.19
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1/15/51
a34408850ad76fe708c5f10e3a1ac6ff
1,362,919,533
40.981744
-123.488674
0
null
null
1,048,017
3/10/20 12:46
213,125,000,000,000
fraud_Morissette LLC
entertainment
81.87
Steven
Arnold
M
079 Chelsea Rest
Belfast
NY
14,711
42.32
-78.0943
1,766
Mechanical engineer
6/4/62
fe3dfb6f299da298bc8ed43c60f957b7
1,362,919,561
41.344581
-78.684174
0
null
null
1,048,018
3/10/20 12:46
4,169,760,000,000,000
fraud_Renner Ltd
home
44.55
Jamie
Carr
F
55363 Aaron Circle Suite 450
Lawn
PA
17,041
40.2236
-76.538
213
Special educational needs teacher
2/15/72
917a59d09cfa7a158b26c8c3d7b03473
1,362,919,597
40.605208
-75.888306
0
null
null
1,048,019
3/10/20 12:46
4,792,630,000,000,000,000
fraud_Walter, Hettinger and Kessler
personal_care
10.88
Margaret
Mendez
F
7952 Karen Pike
De Soto
KS
66,018
38.9462
-94.9714
5,760
Chief Executive Officer
10/1/78
ba96cfd0d48437593f1252c527297374
1,362,919,604
38.462239
-95.299747
0
null
null
1,048,020
3/10/20 12:46
5,540,640,000,000,000
fraud_Reynolds-Schinner
misc_pos
453.68
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
4/4/85
0ce4456116153cb39dd7b50045b5c801
1,362,919,616
41.946808
-71.070783
0
null
null
1,048,021
3/10/20 12:47
4,988,300,000,000
fraud_Kuhn Group
food_dining
7.13
William
Thompson
M
977 Rita Grove Apt. 000
Rock Tavern
NY
12,575
41.4575
-74.1659
2,258
Building surveyor
3/17/37
cbc0dc6db7d13b89b68c4f2de83f2c6d
1,362,919,630
41.142364
-74.027325
0
null
null
1,048,022
3/10/20 12:47
30,235,000,000,000
fraud_Medhurst Inc
home
82.9
Matthew
Lambert
M
7188 Melissa Crest Apt. 151
New Holstein
WI
53,061
43.9446
-88.0911
5,196
Child psychotherapist
1/22/78
e0b9fdf414ccc5d0f516448a91ec4a05
1,362,919,666
44.236645
-88.483638
0
null
null
1,048,023
3/10/20 12:49
30,153,500,000,000
fraud_Hammes-Beatty
kids_pets
57.05
Robin
Smith
F
0537 Margaret Common Suite 526
Coleman
TX
76,834
31.8287
-99.427
5,908
Radio producer
4/5/62
29a304e3212b7ed6fab581e182e69529
1,362,919,759
32.038764
-99.279552
0
null
null
1,048,024
3/10/20 12:49
4,067,140,000,000,000
fraud_Rempel Inc
shopping_net
1.04
Christina
Eaton
F
3256 Brooks Field
Eldridge
AL
35,554
33.9315
-87.6194
1,186
Politician's assistant
11/12/86
26bbcd717dd918ab5d4b7344c7767c18
1,362,919,763
34.211937
-88.523539
0
null
null
1,048,025
3/10/20 12:50
4,449,530,000,000,000
fraud_Gottlieb-Hansen
personal_care
21.15
Felicia
Mckee
F
84079 Thomas Burgs
Tomales
CA
94,971
38.2427
-122.9145
337
Occupational psychologist
7/5/54
38b90ce3f225ce8f9be4f54706d7f025
1,362,919,807
38.585764
-123.750807
0
null
null
1,048,026
3/10/20 12:50
5,152,050,000,000,000
fraud_Rippin-VonRueden
health_fitness
72.43
Jim
Johnson
M
868 Brady Mill Apt. 837
Gretna
LA
70,056
29.8872
-90.0331
55,581
Biomedical scientist
9/12/72
4051b6fb2094ca0558bfeaadde6b2a5c
1,362,919,837
30.800184
-89.074567
0
null
null
1,048,027
3/10/20 12:50
2,264,940,000,000,000
fraud_Mohr-Bayer
shopping_net
9.67
Juan
Sherman
M
5939 Garcia Forges Suite 297
San Antonio
TX
78,214
29.3641
-98.4924
1,595,797
Land
10/17/95
cf8516f55616cb686c522d3ceb89c992
1,362,919,848
30.064744
-97.549764
0
null
null
1,048,028
3/10/20 12:50
30,093,000,000,000
fraud_Champlin and Sons
home
107.06
Jessica
Terry
F
6412 Elizabeth Gardens Suite 633
Maysville
KY
41,056
38.6207
-83.8067
14,228
Advertising account executive
3/26/71
658508a58cb4943747750450bff7a43f
1,362,919,859
38.062355
-83.228789
0
null
null
1,048,029
3/10/20 12:51
3,502,380,000,000,000
fraud_Mosciski Group
travel
3.03
Kathleen
Martin
F
659 Nicole Cove Suite 560
New Waverly
TX
77,358
30.5354
-95.4532
4,993
Scientist, biomedical
11/30/48
a745443d8d12b92470f90ff48e80cb26
1,362,919,877
30.627858
-95.723588
0
null
null
1,048,030
3/10/20 12:51
376,445,000,000,000
fraud_Welch, Rath and Koepp
entertainment
264.5
Rachel
Lowe
F
372 Jeffrey Course
Sutherland
NE
69,165
41.1558
-101.136
1,789
Insurance broker
2/11/82
67994690a30ad970d318c20a9a77f05d
1,362,919,897
41.19818
-101.390155
0
null
null
1,048,031
3/10/20 12:51
3,554,850,000,000,000
fraud_Corwin-Romaguera
travel
3.32
John
Hudson
M
886 Nicole Key
Stillwater
OK
74,074
36.1043
-97.0609
55,345
Cabin crew
5/1/48
fe679da53ef4670bb9e402200e295046
1,362,919,907
35.482839
-96.882339
0
null
null
1,048,032
3/10/20 12:52
30,197,400,000,000
fraud_Berge, Kautzer and Harris
personal_care
85.67
April
Johnson
F
9727 Deleon Mountain
Creedmoor
NC
27,522
36.1124
-78.6476
12,335
Chief Strategy Officer
9/19/87
d2a3d0e45a01b8cecbeb3fd6071ea080
1,362,919,946
36.977139
-79.084628
0
null
null
1,048,033
3/10/20 12:52
30,030,400,000,000
fraud_Ullrich Ltd
kids_pets
47.84
William
Jenkins
M
50614 Kevin Point
Harper
TX
78,631
30.2816
-99.241
2,395
Pharmacist, community
11/17/93
855b373b375b842abcbd8d3bb7bc0bb0
1,362,919,954
30.96577
-99.237521
0
null
null
1,048,034
3/10/20 12:52
3,500,970,000,000,000
fraud_Kulas Group
health_fitness
5.91
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
5/31/99
11264dcb92534cde44a1eedff900abea
1,362,919,973
47.993146
-116.867953
0
null
null
1,048,035
3/10/20 12:53
180,059,000,000,000
fraud_Klocko, Runolfsdottir and Breitenberg
health_fitness
21.59
Richard
Barnes
M
1339 Johnson Landing Suite 007
De Lancey
NY
13,752
42.189
-74.9229
782
Chartered accountant
8/28/00
ab256df2e24d4196105164f930d4263a
1,362,920,004
42.986512
-75.016655
0
null
null
1,048,036
3/10/20 12:53
30,561,200,000,000
fraud_Schmidt and Sons
shopping_net
3.3
Gina
Morrison
F
41851 Victor Drives Suite 219
Allentown
PA
18,103
40.5891
-75.4645
166,081
Scientist, research (maths)
10/1/98
edfc2a8bfe1f47d3f40a07f074a53b88
1,362,920,013
39.685232
-75.030203
0
null
null
1,048,037
3/10/20 12:53
374,498,000,000,000
fraud_Langosh, Wintheiser and Hyatt
food_dining
106.24
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
6/30/48
cdd1f268493be03d376a38496e2fa8e3
1,362,920,036
46.901856
-100.859242
0
null
null
1,048,038
3/10/20 12:53
30,551,600,000,000
fraud_Yost-Rogahn
personal_care
143.86
Morgan
Smith
F
1441 Bradley Place
Grover
NC
28,073
35.1836
-81.4552
5,621
Toxicologist
11/14/73
537d9df7dda64f6a7f0f171c695a8ab9
1,362,920,038
35.348672
-81.180784
0
null
null
1,048,039
3/10/20 12:54
180,011,000,000,000
fraud_Kassulke Inc
entertainment
70.29
Craig
Dunn
M
721 Jacqueline Brooks
New Boston
IL
61,272
41.2153
-90.9879
1,504
Manufacturing engineer
10/5/93
577012fb68e5c342a4b17383731fd40e
1,362,920,049
42.13186
-90.883867
0
null
null
1,048,040
3/10/20 12:54
36,913,600,000,000
fraud_Swaniawski, Lowe and Robel
shopping_pos
218.95
Ana
Mccormick
F
4503 Patricia Route
Meridian
ID
83,646
43.6498
-116.4306
84,106
Intelligence analyst
2/11/71
72a0b4e111eb1409a90ec6856bcd11fe
1,362,920,071
43.225307
-116.844336
0
null
null
1,048,041
3/10/20 12:54
3,556,610,000,000,000
fraud_Lubowitz-Walter
kids_pets
3.95
Jose
Vasquez
M
572 Davis Mountains
Lake Jackson
TX
77,566
29.0393
-95.4401
28,739
Futures trader
12/27/99
ee9acc1b874ce66764a42ebb2ead82d5
1,362,920,083
28.538681
-94.917612
0
null
null
1,048,042
3/10/20 12:55
2,266,740,000,000,000
fraud_Hills, Hegmann and Schaefer
health_fitness
13.18
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
7/25/72
a356be718cf7c455c326cdcade156c02
1,362,920,135
34.616455
-87.158602
0
null
null
1,048,043
3/10/20 12:56
4,623,560,000,000
fraud_Conroy, Balistreri and Gorczany
health_fitness
123.26
Vincent
Waller
M
9379 Vanessa Run Apt. 400
Lohrville
IA
51,453
42.2619
-94.5566
695
Administrator
7/15/54
6a814dcab92abfcf515e29b26a63e990
1,362,920,165
41.299075
-94.077486
0
null
null
1,048,044
3/10/20 12:56
30,235,000,000,000
fraud_Yost, Schamberger and Windler
kids_pets
28.62
Matthew
Lambert
M
7188 Melissa Crest Apt. 151
New Holstein
WI
53,061
43.9446
-88.0911
5,196
Child psychotherapist
1/22/78
3c47fbb3120442a6270b1062f91e738d
1,362,920,176
44.122637
-88.890997
0
null
null
1,048,045
3/10/20 12:56
3,589,260,000,000,000
fraud_Haley, Jewess and Bechtelar
shopping_pos
8.77
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
2/14/84
3b245062fc90f76c34ae852644b02008
1,362,920,219
40.634419
-78.725757
0
null
null
1,048,046
3/10/20 12:57
180,048,000,000,000
fraud_Terry-Huel
shopping_net
38.8
Mary
Wall
F
2481 Mills Lock
Plainfield
NJ
7,060
40.6152
-74.415
71,485
Leisure centre manager
7/19/74
a492105f65e14c533a042f974419af8d
1,362,920,254
41.074796
-74.327157
0
null
null
1,048,047
3/10/20 12:57
3,598,220,000,000,000
fraud_Terry-Huel
shopping_net
179.63
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
10/21/70
b9948ff2247610e470fca280fd8e4671
1,362,920,279
40.162012
-73.166349
0
null
null
1,048,048
3/10/20 12:58
4,906,630,000,000,000,000
fraud_Roob, Conn and Tremblay
shopping_pos
2.18
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
2/13/87
ab10fbf592bfbaf3de09e51a4a2ba812
1,362,920,308
24.343169
-81.321697
0
null
null
1,048,049
3/10/20 12:58
30,404,300,000,000
fraud_Homenick LLC
personal_care
116.63
Savannah
Lewis
F
537 Walker Freeway
North Tonawanda
NY
14,120
43.0498
-78.851
45,100
Ambulance person
10/25/93
ecf8fc8a8784a147d81bba24288a4da7
1,362,920,321
42.893447
-78.239027
0
null
null
1,048,050
3/10/20 13:00
4,956,830,000,000,000,000
fraud_Turner and Sons
shopping_pos
7.19
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
12/21/80
d59c37a079351b55e80e554d8633cce2
1,362,920,429
41.104632
-75.178882
0
null
null
1,048,051
3/10/20 13:00
6,011,680,000,000,000
fraud_Moore, Williamson and Emmerich
home
20.74
Kaitlyn
Newman
F
098 Stewart Hill
Slayden
TN
37,165
36.2835
-87.4581
70
Prison officer
6/22/56
03f73d6e6faf0acbc61de0ba091b6c93
1,362,920,444
37.225443
-88.197796
0
null
null
1,048,052
3/10/20 13:00
6,592,240,000,000,000
fraud_Stiedemann Ltd
food_dining
4.23
Philip
Hart
M
97405 Vazquez Plains
Montgomery
AL
36,111
32.3374
-86.2715
214,703
Chemist, analytical
10/7/94
6e59d7e4b6af9da105f6905da35227d7
1,362,920,455
32.256627
-85.809225
0
null
null
1,048,053
3/10/20 13:01
377,993,000,000,000
fraud_Hagenes, Hermann and Stroman
travel
5.43
Nathan
Martinez
M
586 Thomas Cliffs
Oconto Falls
WI
54,154
44.8755
-88.1555
5,548
Mining engineer
9/11/75
9eb1235ce4319416228d94ec761c329b
1,362,920,470
45.829983
-88.518096
0
null
null
1,048,054
3/10/20 13:01
3,598,220,000,000,000
fraud_Dare, Fritsch and Zboncak
health_fitness
39.58
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
10/21/70
49efd5e7684a7d03c35b6e449ccaf521
1,362,920,511
40.786207
-72.694354
0
null
null
1,048,055
3/10/20 13:01
4,210,080,000,000,000,000
fraud_Spencer PLC
entertainment
71.54
Valerie
Clark
F
7402 West Ranch
Lowell
OR
97,452
43.921
-122.7806
1,420
Systems analyst
11/11/65
561c8552d5315c962db09340f4f47be0
1,362,920,512
44.647733
-122.423072
0
null
null
1,048,056
3/10/20 13:02
6,011,310,000,000,000
fraud_Homenick LLC
personal_care
2.28
Daniel
Jones
M
290 Kathryn Fall
Huntsville
AL
35,803
34.6205
-86.551
190,178
Engineer, automotive
6/6/59
634a4cd18760c7ccd0dbd34b8b13dfce
1,362,920,562
35.134041
-87.167548
0
null
null
1,048,057
3/10/20 13:02
4,457,730,000,000,000,000
fraud_Ullrich Ltd
kids_pets
48.2
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
5/19/87
d57dc818b883eceb33b510b60ae1aaf4
1,362,920,563
38.518756
-121.027608
0
null
null
1,048,058
3/10/20 13:03
4,809,700,000,000
fraud_Heathcote LLC
shopping_net
32.26
Sabrina
Nolan
F
312 Eric Expressway Apt. 014
Phenix City
AL
36,869
32.4204
-85.0796
59,744
Chemical engineer
2/7/84
4e3e93813124cd738304c710c4faa059
1,362,920,591
33.105143
-85.207788
0
null
null
1,048,059
3/10/20 13:03
4,464,460,000,000
fraud_Gerhold LLC
home
179.12
Breanna
Rodriguez
F
118 Cabrera Springs Apt. 105
Lanark Village
FL
32,323
29.8826
-84.5964
217
Television production assistant
1/24/90
471489311445e6b83df8fe460b6fcf11
1,362,920,630
30.086755
-84.240204
0
null
null
1,048,060
3/10/20 13:03
3,583,790,000,000,000
fraud_Reynolds-Schinner
misc_pos
179.75
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
9/27/70
4714f6f43eeb524e81c1f7566d6398c9
1,362,920,632
34.903834
-99.586787
0
null
null
1,048,061
3/10/20 13:04
3,518,230,000,000,000
fraud_Dietrich-Fadel
health_fitness
50
Barbara
Lowe
F
67210 Lori Creek
Sherman
TX
75,092
33.6372
-96.6184
46,563
Systems developer
9/11/70
a122fbcb19c00ab7159a3cee66f2c068
1,362,920,648
33.870883
-96.682667
0
null
null
1,048,062
3/10/20 13:04
30,238,800,000,000
fraud_Gibson-Deckow
entertainment
5.31
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1/2/76
7f8ecc3a6f6f287d2c2c4a5883c3d072
1,362,920,653
31.007199
-96.981493
0
null
null
1,048,063
3/10/20 13:04
584,674,000,000
fraud_Daugherty LLC
kids_pets
56.38
Jessica
Jordan
F
071 Wise Trace
Coleharbor
ND
58,531
47.5196
-101.2332
307
Make
8/13/30
0a162517d756486c5366d78c5c651fff
1,362,920,674
47.030483
-100.97654
0
null
null
1,048,064
3/10/20 13:05
6,011,720,000,000,000
fraud_Lubowitz, Terry and Stracke
personal_care
8.17
Ann
Lawson
F
144 Evans Islands Apt. 683
Burbank
WA
99,323
46.1966
-118.9017
3,684
Musician
11/29/81
44a9ce28728eab8a9522707b5024e757
1,362,920,730
46.226219
-119.078165
0
null
null
1,048,065
3/10/20 13:05
4,599,740,000,000,000,000
fraud_Homenick LLC
personal_care
23.43
Mary
Myers
F
39787 Pamela Fall Suite 639
Tiptonville
TN
38,079
36.3846
-89.4649
5,577
Geochemist
12/30/64
fa91edf149c3e3c0a8ec3019e73f6457
1,362,920,743
35.940894
-89.482759
0
null
null
1,048,066
3/10/20 13:05
4,956,830,000,000,000,000
fraud_Feil-Morar
health_fitness
66.57
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
12/21/80
a854c8a824c36d844808a9556c5f7d5f
1,362,920,746
40.854009
-73.766447
0
null
null
1,048,067
3/10/20 13:06
3,573,030,000,000,000
fraud_Turner and Sons
shopping_pos
9.24
Joanne
Williams
F
3638 Marsh Union
Altonah
UT
84,002
40.3207
-110.436
302
Sales professional, IT
1/17/90
4cb72bb77aa71e92b02d4c8ace5dc106
1,362,920,763
39.998115
-110.644092
0
null
null
1,048,068
3/10/20 13:06
4,170,690,000,000,000
fraud_Lesch Ltd
shopping_pos
1.51
Samuel
Frey
M
830 Myers Plaza Apt. 384
Edmond
OK
73,034
35.6665
-97.4798
116,001
Media buyer
5/10/93
089a7b65af15fb93514c2e89f8595f6c
1,362,920,763
35.084613
-98.096332
0
null
null
1,048,069
3/10/20 13:06
3,568,740,000,000,000
fraud_Windler LLC
kids_pets
40.25
Thomas
Cross
M
7566 Thompson Creek Apt. 827
Elkhart
IA
50,073
41.8114
-93.4855
1,195
Trading standards officer
3/13/74
bc93a9c01924934522277473d0134045
1,362,920,773
40.923699
-93.016697
0
null
null
1,048,070
3/10/20 13:06
4,623,560,000,000
fraud_Gaylord-Powlowski
home
14.31
Vincent
Waller
M
9379 Vanessa Run Apt. 400
Lohrville
IA
51,453
42.2619
-94.5566
695
Administrator
7/15/54
a6fe60219abb8534d761c4fd081b5af4
1,362,920,814
41.666287
-95.443733
0
null
null
1,048,071
3/10/20 13:06
6,011,370,000,000,000
fraud_Tromp Group
travel
6.23
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
9/15/88
b9961f96dce6db2dff1d14644743e441
1,362,920,819
40.475181
-82.185454
0
null
null
1,048,072
3/10/20 13:07
4,292,740,000,000,000,000
fraud_Larson-Moen
entertainment
2.86
Michael
Williams
M
35822 Clayton Street Apt. 679
Great Mills
MD
20,634
38.2674
-76.4954
5,927
Art therapist
6/9/73
d1aa7cc1273b71fe1f09ee96b0f06390
1,362,920,843
37.460948
-76.689991
0
null
null
1,048,073
3/10/20 13:07
343,669,000,000,000
fraud_Romaguera, Wehner and Tromp
kids_pets
81.11
Sally
Moore
F
835 Reese Views Suite 884
Hopkins
SC
29,061
33.9349
-80.8449
13,717
Chiropodist
11/16/49
7012ea9831951cfe81de918eaed98273
1,362,920,852
33.328669
-80.444341
0
null
null
1,048,074
3/10/20 13:07
180,047,000,000,000
fraud_Walter, Hettinger and Kessler
personal_care
12.86
Jared
Camacho
M
4257 Perez Mall
Canton
OH
44,702
40.8027
-81.3739
192,805
Building control surveyor
6/30/63
16138df8533bc2f588497442e79efef7
1,362,920,871
41.150693
-80.454234
0
null
null
1,048,075
3/10/20 13:10
501,899,000,000
fraud_Dare, Casper and Bartoletti
kids_pets
57.65
Jessica
Dominguez
F
06393 Nancy Parkways Suite 855
Gadsden
AL
35,903
33.9845
-85.9077
67,082
Ceramics designer
1/8/70
a8df17ef5882c53cffafffd02d84e58e
1,362,921,001
34.060222
-84.992597
0
null
null
1,048,076
3/10/20 13:10
2,305,340,000,000,000
fraud_Cummerata-Hilpert
entertainment
31.56
Jeffrey
Rice
M
21447 Powell Circle
Moulton
IA
52,572
40.6866
-92.6833
1,132
Probation officer
2/14/61
cc5ba6144cdde8f7ab51e225d993f683
1,362,921,015
39.973995
-93.027607
0
null
null
1,048,077
3/10/20 13:10
4,482,430,000,000,000
fraud_Monahan-Morar
personal_care
3.48
Leslie
Ford
F
4938 Hatfield Course
Henderson
WV
25,106
38.8265
-82.1364
642
Building services engineer
8/30/46
f57292ee40ca51eedb6f837e4d3672eb
1,362,921,017
39.721017
-82.750481
0
null
null
1,048,078
3/10/20 13:11
4,010,000,000,000,000
fraud_Lynch-Wisozk
home
36.85
Jennifer
Bishop
F
589 Matthew Brooks
Houston
TX
77,026
29.7972
-95.3288
2,906,700
Animator
8/24/83
d24e05a07d743f55462da4d2dfb24780
1,362,921,060
29.168414
-95.029282
0
null
null
1,048,079
3/10/20 13:11
374,930,000,000,000
fraud_Schoen Ltd
kids_pets
62.53
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
11/5/71
a9b1636e361cc26f6fd6cc46ebae699a
1,362,921,072
41.356197
-83.493476
0
null
null
1,048,080
3/10/20 13:11
340,954,000,000,000
fraud_Altenwerth-Kilback
home
7.76
Tyler
Wright
M
615 Clarke Spring Apt. 172
Warren
MI
48,088
42.5164
-82.9832
134,056
Doctor, hospital
5/18/80
c3cba8ba930e4f7c824c7e87b38ff4f9
1,362,921,092
43.345775
-83.369825
0
null
null
1,048,081
3/10/20 13:11
4,634,960,000,000,000
fraud_Block Group
misc_pos
7.33
Mackenzie
Smith
F
7178 Willis Drive
Hooper
NE
68,031
41.6414
-96.5232
1,745
Engineer, automotive
12/26/73
6d71bd52e4d18521805f01ca3bdde655
1,362,921,093
41.424596
-96.304469
0
null
null
1,048,082
3/10/20 13:12
180,094,000,000,000
fraud_Nitzsche, Kessler and Wolff
shopping_pos
10.38
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
9/22/72
859686d6d8118a8155a4ec45cf65d63e
1,362,921,122
33.968415
-118.156033
0
null
null
1,048,083
3/10/20 13:12
4,951,650,000,000,000
fraud_Ruecker-Mayert
kids_pets
72.68
Kimberly
Miller
F
75533 Tamara Valleys
Logan
IL
62,856
37.9943
-88.9417
324
Scientist, research (physical sciences)
6/15/76
29cc6b773b004e8fe42688611fe251c3
1,362,921,176
37.298249
-88.928326
0
null
null
1,048,084
3/10/20 13:13
2,254,920,000,000,000
fraud_McGlynn-Heathcote
misc_net
8.32
Margaret
Gibson
F
382 Williams Stream Suite 197
Scotland
MD
20,687
38.0828
-76.3477
313
Insurance underwriter
3/26/76
cc3d11c863ecff74e9fd150eae30881c
1,362,921,234
37.874831
-75.373518
0
null
null
1,048,085
3/10/20 13:13
180,036,000,000,000
fraud_Kozey-Boehm
shopping_net
8.78
Mackenzie
Salazar
F
982 Melissa Lock
Bagley
WI
53,801
42.9207
-91.0685
878
Risk analyst
11/20/74
0ad93444826956a78f801079b8af1cfc
1,362,921,234
43.919022
-91.029495
0
null
null
1,048,086
3/10/20 13:14
3,526,830,000,000,000
fraud_Wilkinson PLC
kids_pets
36.99
Nathan
Massey
M
5783 Evan Roads Apt. 465
Falmouth
MI
49,632
44.2529
-85.017
1,126
Furniture designer
7/6/55
ec1ccde4cc07fdb9f04a907ac0aca6fb
1,362,921,281
44.632493
-85.43179
0
null
null
1,048,087
3/10/20 13:15
4,646,850,000,000,000,000
fraud_Dare-Gibson
health_fitness
14.38
Julia
Bell
F
576 House Crossroad
West Sayville
NY
11,796
40.732
-73.1
4,056
Film/video editor
6/25/90
a149ea915b1c962eedff140985711d37
1,362,921,314
40.593694
-72.20854
0
null
null
1,048,088
3/10/20 13:15
6,550,400,000,000,000
fraud_Abbott-Steuber
personal_care
9.43
Harry
Mckee
M
95351 Sullivan Viaduct Apt. 239
Port Charlotte
FL
33,981
26.9379
-82.2388
79,008
Quantity surveyor
8/31/84
7051fca7e1bf2b7c06aad6b016537632
1,362,921,356
26.334495
-82.002923
0
null
null
1,048,089
3/10/20 13:16
3,512,370,000,000,000
fraud_Windler LLC
kids_pets
70.76
Francisco
Kemp
M
9554 Flores Drive
Arnold
MO
63,010
38.4305
-90.387
35,439
Land/geomatics surveyor
3/31/85
63eccfdad43cd33ba530f62e5840da63
1,362,921,380
38.758324
-90.46618
0
null
null
1,048,090
3/10/20 13:16
571,465,000,000
fraud_Conroy, Balistreri and Gorczany
health_fitness
71.72
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
2/26/76
b2889d936db33150f40adec2f799c9f3
1,362,921,391
43.099665
-109.213361
0
null
null
1,048,091
3/10/20 13:17
3,513,620,000,000,000
fraud_Gibson-Deckow
entertainment
6.3
Amber
Perez
F
954 Reyes Ways
Fulton
SD
57,340
43.7588
-97.8712
355
Financial adviser
6/26/55
656a7154538f961ae09bc24152616b9d
1,362,921,456
44.625045
-98.642606
0
null
null
1,048,092
3/10/20 13:18
374,930,000,000,000
fraud_Roob, Conn and Tremblay
shopping_pos
4.73
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
11/5/71
8bd2869b1d86e6a18cff5655b9a01473
1,362,921,489
42.850976
-82.670339
0
null
null
1,048,093
3/10/20 13:18
30,176,000,000,000
fraud_Hammes-Beatty
kids_pets
10.05
Rebecca
Butler
F
0665 Lisa Alley
Winger
MN
56,592
47.5375
-95.9941
516
Applications developer
6/7/66
0a182f3c2d738adad1491e59a9a9fda9
1,362,921,535
47.952706
-95.39141
0
null
null
1,048,094
3/10/20 13:19
4,452,370,000,000,000
fraud_Streich, Rolfson and Wilderman
kids_pets
39.5
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
3/4/78
9d99ed3f206cbc1c0515b4a89af1c23a
1,362,921,547
31.276342
-96.323881
0
null
null
1,048,095
3/10/20 13:19
4,658,120,000,000
fraud_Kris-Padberg
shopping_pos
9.44
Dwayne
Martinez
M
490 Baldwin Alley Apt. 468
Crownpoint
NM
87,313
35.7206
-108.0271
5,662
IT consultant
4/8/89
c7991f355ad38f70abb002153137230f
1,362,921,553
35.920581
-108.966727
0
null
null
1,048,096
3/10/20 13:19
4,457,730,000,000,000,000
fraud_Turner, Ziemann and Lehner
food_dining
61.24
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
5/19/87
efee128122be5b4630625308c223c7d8
1,362,921,562
38.786695
-120.714177
0
null
null
1,048,097
3/10/20 13:19
4,170,690,000,000,000
fraud_Cronin, Kshlerin and Weber
health_fitness
50.85
Samuel
Frey
M
830 Myers Plaza Apt. 384
Edmond
OK
73,034
35.6665
-97.4798
116,001
Media buyer
5/10/93
3847553620dbfdc601158d6992e3e12f
1,362,921,572
36.572783
-96.646912
0
null
null
1,048,098
3/10/20 13:19
213,142,000,000,000
fraud_Kub PLC
personal_care
1.42
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
12/24/84
966e7b74914923f9b8e08b8479e2249b
1,362,921,584
32.910742
-90.67017
0
null
null
1,048,099
3/10/20 13:19
373,905,000,000,000
fraud_Ruecker-Mayert
kids_pets
46.21
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
11/12/70
e6693e86248718c05432e99944750484
1,362,921,589
31.550753
-97.311209
0
null
null