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
12,700
1/8/19 7:56
30,082,000,000,000
fraud_Dooley-Thompson
misc_net
59.88
Kathleen
Thompson
F
199 Patterson Fords Apt. 132
Naples
FL
34,112
26.1184
-81.7361
276,002
Pilot, airline
6/23/34
859e1ec34857427c3a29fd6f2dad6f1f
1,326,009,392
26.239672
-82.25269
0
null
null
12,701
1/8/19 7:57
6,523,180,000,000,000
fraud_Kilback and Sons
entertainment
20.25
Alan
Taylor
M
560 Molina Path
Oakdale
NY
11,769
40.7382
-73.1297
9,506
Biochemist, clinical
4/13/53
90e6d572bd8e3d23bff8d67228274248
1,326,009,449
41.437541
-74.052786
0
null
null
12,702
1/8/19 7:58
180,036,000,000,000
fraud_Vandervort-Funk
grocery_pos
116.48
Mackenzie
Salazar
F
982 Melissa Lock
Bagley
WI
53,801
42.9207
-91.0685
878
Risk analyst
11/20/74
dfb4711bfa48324a72e5a40cb841cda6
1,326,009,529
43.670246
-90.340211
0
null
null
12,703
1/8/19 7:59
5,559,860,000,000,000
fraud_Donnelly PLC
misc_net
6.53
Jack
Hill
M
5916 Susan Bridge Apt. 939
Grenada
CA
96,038
41.6125
-122.5258
589
Systems analyst
12/21/45
45cb58f733a8201bf89a1c9126bd011f
1,326,009,581
41.97108
-123.218353
0
null
null
12,704
1/8/19 7:59
571,365,000,000
fraud_Goldner, Kovacek and Abbott
grocery_pos
101.49
Barbara
Taylor
F
0069 Robin Brooks Apt. 695
Elberta
MI
49,628
44.5995
-86.2141
372
Exhibitions officer, museum/gallery
7/12/95
98794be8b81b8ddb6418d30da6e6057a
1,326,009,585
44.005291
-85.809853
0
null
null
12,705
1/8/19 8:01
4,060,580,000,000,000
fraud_Deckow-O'Conner
grocery_pos
48.81
Steven
Sanders
M
25955 Amy Via
Ozawkie
KS
66,070
39.2136
-95.4404
2,661
Theatre director
11/14/48
44a1789a050955724016bb03c1e0b7ba
1,326,009,666
39.92159
-95.887488
0
null
null
12,706
1/8/19 8:01
4,586,810,000,000,000
fraud_Bernhard Inc
gas_transport
51.35
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
7/5/97
73d99d28f48b1e337ca972a1c94aa124
1,326,009,677
33.427052
-79.761031
0
null
null
12,707
1/8/19 8:01
2,248,740,000,000,000
fraud_Buckridge PLC
misc_pos
8.19
Jacob
Weber
M
29156 Mark Park Apt. 108
Utica
KS
67,584
38.6411
-100.138
269
Product/process development scientist
11/11/62
f14d3376f8b912b77c5cdd47029891f3
1,326,009,693
37.67878
-100.902836
0
null
null
12,708
1/8/19 8:03
4,797,300,000,000,000,000
fraud_Schaefer, Maggio and Daugherty
gas_transport
66.72
Erica
Briggs
F
3310 Davidson Spurs Apt. 107
Oolitic
IN
47,451
38.8938
-86.5246
1,228
Counsellor
3/13/91
3c6dae06e2e2e81e3bd8a8b47caf90be
1,326,009,798
39.823154
-86.605291
0
null
null
12,709
1/8/19 8:03
4,025,610,000,000,000
fraud_Kuhn LLC
shopping_pos
1.52
Krystal
Key
F
23142 Montoya Island Apt. 742
Corsica
PA
15,829
41.1762
-79.1976
1,274
Maintenance engineer
3/20/49
8f2852a29fc1108850a787b323ee6a73
1,326,009,805
42.168852
-78.230131
0
null
null
12,710
1/8/19 8:03
6,597,890,000,000,000
fraud_Little, Gutmann and Lynch
shopping_net
125.08
Bill
Lane
M
4725 Hurst Curve Apt. 634
Holliday
TX
76,366
33.6751
-98.6576
2,317
Chief Technology Officer
8/23/64
aabde13ebe08947947f2cf349e3d913f
1,326,009,836
34.643268
-99.371561
0
null
null
12,711
1/8/19 8:04
2,712,210,000,000,000
fraud_Kerluke Inc
misc_net
5.49
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
2/22/77
844b7830431e4aed1f3e981ee24ccb0f
1,326,009,870
30.828301
-91.415991
0
null
null
12,712
1/8/19 8:04
4,306,590,000,000,000
fraud_Dooley Inc
shopping_pos
3.08
Renee
Walls
F
86542 Jessica Fords Apt. 706
Veedersburg
IN
47,987
40.1186
-87.2602
4,049
Development worker, community
10/19/59
7d63210178a817921c3c6327a045cd7f
1,326,009,873
39.6883
-87.029528
0
null
null
12,713
1/8/19 8:05
2,254,800,000,000,000
fraud_Kunze Inc
grocery_pos
180.19
Barbara
Nelson
F
7337 Browning Falls Suite 027
Valdosta
GA
31,605
30.946
-83.2474
94,325
Educational psychologist
9/8/87
2b6b69d984c657f33b569029f9ea627b
1,326,009,919
31.63827
-84.060054
0
null
null
12,714
1/8/19 8:05
60,416,207,185
fraud_Conroy-Cruickshank
gas_transport
64.31
Mary
Diaz
F
9886 Anita Drive
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Information systems manager
2/17/86
a87bd17ca004f10060a2856ea41c702f
1,326,009,923
43.44851
-109.760437
0
null
null
12,715
1/8/19 8:05
5,501,080,000,000,000
fraud_Brekke and Sons
gas_transport
79.21
Wayne
Payne
M
587 Bradley Inlet Suite 281
Cuyahoga Falls
OH
44,223
41.1464
-81.5107
47,772
Equities trader
1/4/66
629382bc861d6e327d057186d29d731c
1,326,009,926
41.516294
-82.063428
0
null
null
12,716
1/8/19 8:05
571,365,000,000
fraud_Huel-Langworth
misc_net
324.23
Barbara
Taylor
F
0069 Robin Brooks Apt. 695
Elberta
MI
49,628
44.5995
-86.2141
372
Exhibitions officer, museum/gallery
7/12/95
70eb50dbd7380658317ee1ea985f18cf
1,326,009,955
45.490258
-86.517265
0
null
null
12,717
1/8/19 8:06
3,534,330,000,000,000
fraud_Hermann-Gaylord
misc_pos
35.7
Jeffrey
Smith
M
713 Scott Pike Apt. 712
Bridger
MT
59,014
45.2857
-108.9082
1,446
Chartered loss adjuster
1/15/78
61bd8da30034925575af83e3cdb52324
1,326,010,001
46.092555
-108.951093
0
null
null
12,718
1/8/19 8:06
2,256,230,000,000,000
fraud_Predovic Inc
shopping_net
75.2
Christopher
Grimes
M
39631 Dunn Radial
Grantham
NH
3,753
43.5103
-72.1334
2,971
Charity fundraiser
4/11/48
ad1b232a5d3670181f9ca12e9cbfbc85
1,326,010,010
43.846293
-72.925565
0
null
null
12,719
1/8/19 8:07
180,068,000,000,000
fraud_McDermott-Weimann
grocery_pos
171.24
Mary
Juarez
F
35440 Ryan Islands
North Prairie
WI
53,153
42.9385
-88.395
2,328
Applications developer
1/6/42
ae022b14ca3db82fa9f4c3602dd2ba7a
1,326,010,051
43.599269
-88.277276
0
null
null
12,720
1/8/19 8:08
4,410,580,000,000,000,000
fraud_Ernser-Lynch
food_dining
61.63
David
Cole
M
7955 Allen Orchard Apt. 336
Springfield
GA
31,329
32.3697
-81.3618
9,034
Therapist, occupational
3/2/69
1890b9cef7ddb920ad9145ee967f0bbe
1,326,010,119
32.86963
-81.37827
0
null
null
12,721
1/8/19 8:09
371,284,000,000,000
fraud_Pouros-Conroy
shopping_pos
2.33
Jeremy
Moore
M
574 Patricia Extensions
Lubbock
TX
79,413
33.5466
-101.8871
254,282
Doctor, general practice
1/29/52
ae685d4d82cc31aa51621be2d4991b67
1,326,010,166
32.6447
-101.66574
0
null
null
12,722
1/8/19 8:11
567,868,000,000
fraud_Kutch-Hegmann
grocery_net
38.75
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
12/16/84
827171acf1f9720de9815a8bd0dda9fe
1,326,010,279
30.57262
-95.189021
0
null
null
12,723
1/8/19 8:11
4,186,530,000,000
fraud_Berge LLC
gas_transport
39.57
Casey
Howell
F
374 Christopher Ramp Suite 855
Blackville
SC
29,817
33.3645
-81.2718
4,913
Technical brewer
11/10/66
7ee0da2291b21f0a30d5c4a4e6e879d6
1,326,010,281
32.700005
-80.693439
0
null
null
12,724
1/8/19 8:11
4,500,000,000,000
fraud_Herman Inc
misc_pos
19.35
Joseph
Nixon
M
86882 Desiree Camp Suite 047
Tyaskin
MD
21,865
38.2833
-75.8465
470
Music tutor
4/7/65
b2e6a69000cb7a9febd66ff1fa96ce11
1,326,010,289
38.957185
-76.445432
0
null
null
12,725
1/8/19 8:14
3,541,550,000,000,000
fraud_Kerluke Inc
misc_net
2.18
Brianna
Wilson
F
257 Victor Stravenue
Hampton
VA
23,666
37.0462
-76.4096
136,895
Accounting technician
9/19/39
0800d09ec4421462ed80c7e6e3d8104a
1,326,010,468
36.401434
-75.567292
0
null
null
12,726
1/8/19 8:15
503,874,000,000
fraud_Klocko LLC
misc_net
6
Andrew
Mcgee
M
4130 Tiffany Glen Apt. 562
San Antonio
TX
78,248
29.5894
-98.5201
1,595,797
Exhibition designer
12/28/75
26a94fe1a5b840cfff5d9d3c706201ce
1,326,010,504
30.475191
-98.196499
0
null
null
12,727
1/8/19 8:15
4,384,910,000,000,000
fraud_Schroeder, Hauck and Treutel
entertainment
117.16
Michelle
Russell
F
55505 Christy Via
Hawley
MN
56,549
46.9777
-96.4092
4,508
Naval architect
4/24/49
89abc5a0585b156e132eb633f5fad48f
1,326,010,511
46.759131
-96.78503
0
null
null
12,728
1/8/19 8:16
213,175,000,000,000
fraud_Donnelly LLC
entertainment
85.07
Diane
Jackson
F
682 Mills Way Apt. 814
Rule
TX
79,548
33.0771
-99.959
932
Physicist, medical
12/10/54
ab320a1e034d0c1cb3b1c1de569b1d3d
1,326,010,570
32.137191
-100.770104
0
null
null
12,729
1/8/19 8:17
4,681,600,000,000,000
fraud_Reilly, Heaney and Cole
gas_transport
52.5
Tammy
Davis
F
77663 Colleen Freeway
Moundsville
WV
26,041
39.9148
-80.731
16,183
Physiotherapist
8/12/77
a651713a3a093e7f05497f3022c98fb5
1,326,010,638
40.652541
-81.602881
0
null
null
12,730
1/8/19 8:17
3,575,790,000,000,000
fraud_Spinka Inc
grocery_net
64.19
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
7/17/89
fb321750b4e0ae939b38f7e3f0e3c16f
1,326,010,665
39.204704
-93.195151
0
null
null
12,731
1/8/19 8:18
4,900,630,000,000
fraud_Jaskolski-Vandervort
misc_net
98.43
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
9/22/73
f5f81c9579ce14caa1eb7332f0a65764
1,326,010,716
33.032682
-117.657918
0
null
null
12,732
1/8/19 8:19
6,573,560,000,000,000
fraud_Gutmann-Upton
misc_pos
3.55
Kristina
Lewis
F
5449 Brandi Heights Apt. 111
Tulsa
OK
74,130
36.2395
-95.9596
413,574
Bookseller
6/18/68
2136be563326d74bdae11b8524ee06c9
1,326,010,782
36.609671
-95.12464
0
null
null
12,733
1/8/19 8:20
3,568,740,000,000,000
fraud_Schoen, Kuphal and Nitzsche
grocery_pos
103.39
Thomas
Cross
M
7566 Thompson Creek Apt. 827
Elkhart
IA
50,073
41.8114
-93.4855
1,195
Trading standards officer
3/13/74
46a9f6ccf08456fb3dd368e7e8a31d0e
1,326,010,857
41.474851
-94.022251
0
null
null
12,734
1/8/19 8:22
4,384,910,000,000,000
fraud_Barrows PLC
shopping_pos
9.4
Michelle
Russell
F
55505 Christy Via
Hawley
MN
56,549
46.9777
-96.4092
4,508
Naval architect
4/24/49
5131cc1ed1cc2318c50ddaf5d9f7eb65
1,326,010,974
47.421637
-96.576711
0
null
null
12,735
1/8/19 8:23
4,048,510,000,000,000
fraud_Parisian, Schiller and Altenwerth
misc_net
6.65
Cheryl
Melton
F
5053 Bell Crescent Apt. 255
Fullerton
NE
68,638
41.366
-98.0054
1,749
Surveyor, mining
5/7/73
a18b302c2e646a821dc26f75fb24579e
1,326,010,995
41.117575
-97.917305
0
null
null
12,736
1/8/19 8:23
4,769,430,000,000,000,000
fraud_O'Keefe-Hudson
grocery_pos
131.54
Andrea
Cruz
F
26572 Hodge Villages Suite 512
Mifflin
PA
17,058
40.5553
-77.4001
1,909
Mining engineer
8/22/54
7d28e100273fb20137ba8136749f0f08
1,326,011,012
39.693095
-78.022467
0
null
null
12,737
1/8/19 8:24
4,294,040,000,000,000
fraud_Herman, Treutel and Dickens
misc_net
1.01
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
12/31/86
5af8da4ff608452c2fce0b85081c7db3
1,326,011,044
32.484874
-81.763821
0
null
null
12,738
1/8/19 8:24
213,174,000,000,000
fraud_Christiansen, Goyette and Schamberger
gas_transport
84.42
Joseph
Wagner
M
822 Austin Spur
North Judson
IN
46,366
41.2244
-86.6966
5,791
Doctor, general practice
10/7/59
eb287fdd8f00f044ea87a5cd38715205
1,326,011,094
42.013445
-86.865831
0
null
null
12,739
1/8/19 8:24
571,465,000,000
fraud_Boyer-Reichert
shopping_net
107.38
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
2/26/76
46110c85a13e34a6c21fd8a2c15edb72
1,326,011,097
43.04337
-109.411536
0
null
null
12,740
1/8/19 8:25
38,199,000,000,000
fraud_Bernier, Streich and Jewess
grocery_net
43.03
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
4/15/88
fa3a3a4efe6bda9f47f335348be0f79a
1,326,011,147
43.38178
-72.467258
0
null
null
12,741
1/8/19 8:25
30,267,000,000,000
fraud_DuBuque LLC
grocery_pos
106.92
Sarah
Foster
F
77872 Andrea Glen Apt. 543
Ford
VA
23,850
37.1349
-77.7364
1,051
Chief Operating Officer
11/21/76
d0bd2d363bdb178211343a7c1f604806
1,326,011,150
36.709124
-77.690608
0
null
null
12,742
1/8/19 8:26
4,788,100,000,000
fraud_Feil, Hilpert and Koss
food_dining
60.63
Kristin
Williams
F
36366 Smith Road
Miamisburg
OH
45,342
39.6321
-84.2675
36,784
Investment banker, corporate
7/31/41
1715ea11378be7bfc0a756e1ac041f81
1,326,011,160
40.390809
-84.985166
0
null
null
12,743
1/8/19 8:26
2,720,010,000,000,000
fraud_Jaskolski-Dibbert
grocery_net
56.76
Joseph
Murray
M
42933 Ryan Underpass
Manderson
SD
57,756
43.3526
-102.5411
1,126
Volunteer coordinator
8/18/80
8c91ddc18f9300d514ed87e5922ff076
1,326,011,201
43.121603
-102.78054
0
null
null
12,744
1/8/19 8:26
3,533,800,000,000,000
fraud_Little, Gutmann and Lynch
shopping_net
1.3
Amber
Thornton
F
840 Werner Lock Apt. 852
Campbell
NE
68,932
40.2967
-98.737
493
Surveyor, minerals
9/13/40
350df628ba4909c30321826b308770a6
1,326,011,217
40.212614
-99.294627
0
null
null
12,745
1/8/19 8:28
30,373,800,000,000
fraud_Turcotte-Halvorson
misc_pos
1.38
Nicholas
Osborne
M
7538 Carrie Meadow Suite 574
Claremont
CA
91,711
34.1092
-117.7183
35,705
Wellsite geologist
5/15/56
6b9d21823638a98c906a90f4f891a65b
1,326,011,281
35.051155
-118.7007
0
null
null
12,746
1/8/19 8:29
30,026,800,000,000
fraud_Miller-Hauck
grocery_pos
108.56
John
Peters
M
555 Michael Burgs
Mayersville
MS
39,113
32.9013
-91.0286
595
Technical brewer
9/3/79
d5fce650a9d3e0900061962aa0d934a8
1,326,011,348
31.939466
-90.316561
0
null
null
12,747
1/8/19 8:29
3,575,540,000,000,000
fraud_Funk Group
grocery_net
16.34
Rachel
Villarreal
F
250 Carrie Throughway
University
MS
38,677
34.3396
-89.5736
4,198
Curator
6/22/01
76727a29fdaa5f29dab132214c50b470
1,326,011,352
35.294847
-90.483865
0
null
null
12,748
1/8/19 8:29
38,580,500,000,000
fraud_Raynor, Reinger and Hagenes
gas_transport
74.04
Teresa
Clark
F
1323 Derek Mission
Noonan
ND
58,765
48.8856
-103.0098
248
Industrial/product designer
5/13/68
80367853e2a5f4d239c5c23410aa4895
1,326,011,381
48.293318
-103.302792
0
null
null
12,749
1/8/19 8:30
630,425,000,000
fraud_Mraz-Herzog
gas_transport
80.58
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
8/29/81
605580e126ddae56e7d0a4495eaea0f0
1,326,011,418
38.797639
-79.394692
0
null
null
12,750
1/8/19 8:30
2,297,450,000,000,000
fraud_Heller-Langosh
gas_transport
41.5
Laura
Walker
F
611 Michael Rue
Cisco
IL
61,830
39.9972
-88.6962
478
Landscape architect
1/13/60
b44b16ecffce4a80be31572868abecd2
1,326,011,441
39.423768
-87.853175
0
null
null
12,751
1/8/19 8:31
3,591,920,000,000,000
fraud_Jenkins, Hauck and Friesen
gas_transport
62.39
Brian
Williams
M
32941 Krystal Mill Apt. 552
Titusville
FL
32,780
28.5697
-80.8191
54,767
Set designer
7/25/87
7656a80aa9cccb38cfb32b6a831b34a6
1,326,011,495
28.177072
-81.779038
0
null
null
12,752
1/8/19 8:32
2,475,090,000,000,000
fraud_Boyer-Reichert
shopping_net
97.13
John
Miller
M
153 Mccullough Springs Apt. 857
Lamberton
MN
56,152
44.2378
-95.2739
1,507
Land/geomatics surveyor
10/12/93
3474bf46f10cbfd3567b36a8ec3df609
1,326,011,528
43.664274
-95.63089
0
null
null
12,753
1/8/19 8:32
4,561,370,000,000,000
fraud_Pacocha-O'Reilly
grocery_pos
98.11
Pamela
Lewis
F
653 Jessica Extension Apt. 668
Clifton
SC
29,324
34.9906
-81.8327
167
Museum/gallery conservator
11/1/88
a17f8a64a93786966f38ce5f2c8a309f
1,326,011,529
34.179448
-81.298547
0
null
null
12,754
1/8/19 8:32
4,005,680,000,000,000
fraud_Vandervort-Funk
grocery_pos
49.61
William
Perry
M
458 Phillips Island Apt. 768
Denham Springs
LA
70,726
30.459
-90.9027
71,335
Herbalist
5/31/94
d69fa2bc429b31ef67de8c63d867ae31
1,326,011,575
31.202326
-90.281134
0
null
null
12,755
1/8/19 8:33
213,113,000,000,000
fraud_Heathcote, Yost and Kertzmann
shopping_net
3.68
Larry
Vaughan
M
83555 Melinda Spurs
Kingsville
MD
21,087
39.4558
-76.4147
5,451
Science writer
12/5/61
a3bf3015a5f55e3cd4372314a65750c8
1,326,011,585
38.812568
-76.565529
0
null
null
12,756
1/8/19 8:33
4,079,770,000,000
fraud_Padberg-Welch
grocery_pos
114.46
Eric
Preston
M
7020 Doyle Stream Apt. 951
Mesa
ID
83,643
44.6255
-116.4493
129
Cartographer
12/15/65
d71429b67798576e2763231e5ae47ab6
1,326,011,587
43.718333
-116.766302
0
null
null
12,757
1/8/19 8:35
4,862,290,000,000
fraud_Kuhn LLC
misc_net
8.41
Elizabeth
Payne
F
897 Daugherty Mission
Grassflat
PA
16,839
41.0036
-78.1104
489
Pension scheme manager
9/15/56
8d39e138fd2d19dc9c311f8b18c7e352
1,326,011,702
40.697622
-78.79676
0
null
null
12,758
1/8/19 8:35
4,736,850,000,000,000,000
fraud_Boehm, Block and Jakubowski
misc_pos
6.22
Toni
Gomez
F
062 Carl Dam
Altona
NY
12,910
44.8816
-73.6408
2,148
Surveyor, land/geomatics
5/23/53
be458d1a2d31bbc47dd1f7e4eb33855d
1,326,011,720
45.059737
-74.264258
0
null
null
12,759
1/8/19 8:36
30,103,100,000,000
fraud_McCullough LLC
misc_pos
7.68
Stephanie
Middleton
F
99736 Rose Shoals Apt. 504
Morrisdale
PA
16,858
41.0001
-78.2357
3,688
Dispensing optician
10/26/87
e5d122b31d606667b17980573019209e
1,326,011,771
41.114703
-77.464083
0
null
null
12,760
1/8/19 8:36
3,547,570,000,000,000
fraud_Berge LLC
gas_transport
38.51
Jacob
Patel
M
54822 Hill Forks
Dieterich
IL
62,424
39.0319
-88.4074
2,092
Psychologist, clinical
4/30/62
c48d4d4bf61952ed0701c7967cefaf6d
1,326,011,780
38.222653
-87.505159
0
null
null
12,761
1/8/19 8:36
3,598,900,000,000,000
fraud_Kuhic, Bins and Pfeffer
shopping_net
5.72
Kenneth
Richards
M
994 Livingston Extensions Suite 918
Norwalk
OH
44,857
41.2403
-82.6078
23,805
Copy
2/22/70
e8601d9412c832a24fd8570f78789ca3
1,326,011,817
41.072291
-81.840092
0
null
null
12,762
1/8/19 8:37
3,590,740,000,000,000
fraud_Murray Ltd
grocery_net
66.08
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
12/20/75
430774ed7e0cabeb654aeb9d91a37877
1,326,011,874
34.919706
-92.86244
0
null
null
12,763
1/8/19 8:38
213,126,000,000,000
fraud_Lind, Huel and McClure
gas_transport
46.16
Adam
Kirk
M
40847 Stark Junctions
Big Indian
NY
12,410
42.074
-74.453
397
Psychiatrist
9/12/31
611a566eb2a363420aa93bc92d26fa8c
1,326,011,886
42.572881
-74.382562
0
null
null
12,764
1/8/19 8:38
213,114,000,000,000
fraud_Spencer-Runolfsson
misc_pos
8.69
Jeremy
Perry
M
797 Jennifer Loop Suite 634
Minnesota Lake
MN
56,068
43.8295
-93.8282
1,087
Music tutor
7/14/63
bdf9be6b184ee4097ca403b85da7d81d
1,326,011,913
44.818182
-94.428062
0
null
null
12,765
1/8/19 8:40
375,905,000,000,000
fraud_Stamm-Witting
shopping_net
311.38
Ryan
Cook
M
75952 Wilson Course
Roseland
NE
68,973
40.4591
-98.5551
463
Nurse, mental health
5/31/48
3b94fd4615fea7f63c2b7d5618580ceb
1,326,012,020
40.74744
-98.123761
0
null
null
12,766
1/8/19 8:41
501,883,000,000
fraud_Abshire PLC
entertainment
93.85
Melissa
Phillips
F
5069 Scott Pass Apt. 654
Meadville
MS
39,653
31.4285
-90.8578
2,799
Therapist, horticultural
1/21/61
0f824c1080ec2fc020f47530a54ed8cd
1,326,012,062
31.477116
-90.085286
0
null
null
12,767
1/8/19 8:43
2,713,910,000,000,000
fraud_Barton Inc
grocery_pos
89.3
Jacqueline
Howard
F
4511 Choi Lock
Delhi
LA
71,232
32.3929
-91.4714
6,581
Multimedia programmer
2/13/64
1d2c5dfa07d192b9f9b9a21795965a03
1,326,012,189
32.680438
-92.249609
0
null
null
12,768
1/8/19 8:43
36,722,700,000,000
fraud_Cummings Group
grocery_net
94.56
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
10/28/87
3dc97b62a4fce73fc3a2ee9a561e4a56
1,326,012,207
32.889918
-110.220647
0
null
null
12,769
1/8/19 8:43
36,078,100,000,000
fraud_Stracke-Lemke
grocery_pos
121.62
Christopher
Horn
M
956 Sanchez Highway
Mallie
KY
41,836
37.2692
-82.9161
798
Facilities manager
6/26/26
cbae189ae0236f42fd1e268fa9e7619f
1,326,012,221
36.391081
-83.350901
0
null
null
12,770
1/8/19 8:43
3,527,540,000,000,000
fraud_Schoen, Kuphal and Nitzsche
grocery_pos
115.44
Teresa
Stein
F
2838 White Fields Apt. 473
Brunson
SC
29,911
32.9413
-81.1807
1,725
Social researcher
12/5/74
949a876ddf0a1871796192ebb62b7877
1,326,012,239
33.637959
-81.629451
0
null
null
12,771
1/8/19 8:44
6,524,380,000,000,000
fraud_Huels-Nolan
gas_transport
70.13
Jasmine
Foster
F
954 White Alley Apt. 251
Phil Campbell
AL
35,581
34.347
-87.7154
5,778
Engineer, aeronautical
12/5/52
69e12df7329d04f58584817391496ac8
1,326,012,286
33.857766
-88.143393
0
null
null
12,772
1/8/19 8:45
30,235,000,000,000
fraud_Lebsack and Sons
misc_net
4.91
Matthew
Lambert
M
7188 Melissa Crest Apt. 151
New Holstein
WI
53,061
43.9446
-88.0911
5,196
Child psychotherapist
1/22/78
6db2ab5044e0d2c3e45f57ff2e215b4d
1,326,012,317
43.787711
-87.579303
0
null
null
12,773
1/8/19 8:45
30,560,600,000,000
fraud_Nitzsche, Kessler and Wolff
shopping_pos
12.11
Michael
Olson
M
558 Michael Estates
Luray
MO
63,453
40.4931
-91.8912
519
Town planner
2/13/66
5246b384eb41b5a36df60c43c5ad7326
1,326,012,342
39.955881
-91.828984
0
null
null
12,774
1/8/19 8:46
3,589,260,000,000,000
fraud_Padberg-Welch
grocery_pos
46
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
2/14/84
415c99f73bc51e724acdf883d3b66c22
1,326,012,387
39.721467
-78.666839
0
null
null
12,775
1/8/19 8:47
4,958,590,000,000,000,000
fraud_Wilkinson Ltd
entertainment
58.58
Aaron
Pena
M
793 Hooper Tunnel Suite 154
Burke
VA
22,015
38.7894
-77.2818
43,102
Health visitor
11/27/50
4367072400e0d09506c224691a5fbace
1,326,012,435
39.649008
-77.23718
0
null
null
12,776
1/8/19 8:47
6,011,680,000,000,000
fraud_Bogisich Inc
grocery_pos
81.91
Jennifer
Gonzalez
F
5517 Stacy Land
Jelm
WY
82,063
41.0539
-106.0763
100
Public librarian
4/16/74
d5c61bea5db9f41318a1f4e9f97b9f94
1,326,012,467
41.709795
-106.408292
0
null
null
12,777
1/8/19 8:48
6,597,890,000,000,000
fraud_Zboncak, Rowe and Murazik
shopping_net
391.83
Bill
Lane
M
4725 Hurst Curve Apt. 634
Holliday
TX
76,366
33.6751
-98.6576
2,317
Chief Technology Officer
8/23/64
2068581ba4ddd18270fca14b4074d997
1,326,012,534
33.555055
-99.16105
0
null
null
12,778
1/8/19 8:49
38,199,000,000,000
fraud_Pfeffer and Sons
shopping_pos
133.3
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
4/15/88
612573a3e30f00f5d5c55778efe31ecb
1,326,012,556
43.248257
-73.150729
0
null
null
12,779
1/8/19 8:50
348,254,000,000,000
fraud_Dare-Marvin
entertainment
2
Thomas
Gibson
M
32745 Silva Springs Suite 040
Grand Bay
AL
36,541
30.4983
-88.3282
15,647
Armed forces logistics/support/administrative officer
3/22/48
10887fe981c1c40d5761e0c01732b7b6
1,326,012,604
30.719883
-88.121215
0
null
null
12,780
1/8/19 8:50
342,320,000,000,000
fraud_Roberts-Beahan
misc_pos
40.35
Bryan
Pugh
M
6366 French Field
Margaretville
NY
12,455
42.1852
-74.6178
1,988
Environmental health practitioner
5/23/78
1527ad138d61c7a3f6ed568c2574764a
1,326,012,611
41.8557
-74.992545
0
null
null
12,781
1/8/19 8:50
342,320,000,000,000
fraud_Koepp-Witting
grocery_pos
113.84
Bryan
Pugh
M
6366 French Field
Margaretville
NY
12,455
42.1852
-74.6178
1,988
Environmental health practitioner
5/23/78
016860228334f5231444daacbbade839
1,326,012,648
41.501351
-73.987603
0
null
null
12,782
1/8/19 8:51
4,509,140,000,000,000
fraud_Turner, Ruecker and Parisian
misc_pos
1.45
Margaret
Williams
F
165 Jerry Meadows Suite 460
Surrency
GA
31,563
31.6489
-82.1982
1,324
Engineer, technical sales
7/12/26
f5eb5444b60c768e2266f3e41b3dbf85
1,326,012,709
31.47643
-81.611311
0
null
null
12,783
1/8/19 8:52
2,254,920,000,000,000
fraud_Bailey-Morar
grocery_pos
96.63
Margaret
Gibson
F
382 Williams Stream Suite 197
Scotland
MD
20,687
38.0828
-76.3477
313
Insurance underwriter
3/26/76
41d65fd8deca096fa1a0f979c0c5714b
1,326,012,753
37.699666
-75.622874
0
null
null
12,784
1/8/19 8:54
3,564,840,000,000,000
fraud_Kling Inc
gas_transport
64.79
Robert
Ashley
M
1250 Christopher Prairie Suite 016
Port Costa
CA
94,569
38.046
-122.1866
198
Armed forces training and education officer
3/31/59
993270e8624621df79641fd94a631076
1,326,012,847
38.993951
-122.800059
0
null
null
12,785
1/8/19 8:55
30,273,000,000,000
fraud_Kiehn Inc
grocery_pos
59.74
Andrew
Patterson
M
06959 Stephen Branch Suite 246
Thida
AR
72,165
35.5762
-91.4539
111
Careers information officer
6/13/00
829506bc0d49f4545dff11d68948a9b5
1,326,012,923
36.521124
-91.54039
0
null
null
12,786
1/8/19 8:55
180,011,000,000,000
fraud_Hudson-Ratke
grocery_pos
95.64
Craig
Dunn
M
721 Jacqueline Brooks
New Boston
IL
61,272
41.2153
-90.9879
1,504
Manufacturing engineer
10/5/93
a281c1e4410ce259f960176c5956753b
1,326,012,959
42.072478
-90.334883
0
null
null
12,787
1/8/19 8:56
630,425,000,000
fraud_Cole PLC
grocery_pos
82.47
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
8/29/81
de53fed49736a3197eedd41ca6ab7f90
1,326,012,980
39.780702
-78.561516
0
null
null
12,788
1/8/19 8:58
3,526,830,000,000,000
fraud_Eichmann, Bogan and Rodriguez
gas_transport
57.93
Nathan
Massey
M
5783 Evan Roads Apt. 465
Falmouth
MI
49,632
44.2529
-85.017
1,126
Furniture designer
7/6/55
5cd026a6d7c872f745f4d74e9d8d18ca
1,326,013,098
44.744503
-84.350677
0
null
null
12,789
1/8/19 8:58
4,890,420,000,000,000,000
fraud_Lehner, Mosciski and King
misc_net
67.92
Jeremy
Whitney
M
0371 Aimee Neck Suite 856
Sacramento
CA
95,827
38.5662
-121.3286
757,530
Magazine features editor
4/30/79
8bd219fcf22fffd9dc47fc7b0b4fad4f
1,326,013,136
38.059334
-121.763106
0
null
null
12,790
1/8/19 8:59
6,011,380,000,000,000
fraud_Christiansen-Gusikowski
misc_pos
3.04
Martin
Duarte
M
6251 Payne Flats Apt. 581
Luzerne
MI
48,636
44.6001
-84.2931
864
General practice doctor
5/4/42
026db9c54c745edaa2dad521cef2675c
1,326,013,152
45.04908
-83.337641
0
null
null
12,791
1/8/19 8:59
3,541,160,000,000,000
fraud_Kutch LLC
gas_transport
74.86
Jason
Singh
M
4720 Anna Ways
Murrayville
IL
62,668
39.5723
-90.2379
1,512
Commercial/residential surveyor
5/7/03
907e2e97d95e88483ae24834b9862d7b
1,326,013,182
40.024027
-91.144252
0
null
null
12,792
1/8/19 8:59
4,746,000,000,000
fraud_Cummings Group
grocery_net
66.3
Carrie
Washington
F
6114 Adams Harbor Suite 096
Kingsford Heights
IN
46,346
41.4802
-86.6919
1,423
Psychologist, forensic
10/7/98
95e3475fb9bbe3f771292cca42dbf61e
1,326,013,196
41.679509
-85.972472
0
null
null
12,793
1/8/19 9:00
180,069,000,000,000
fraud_Parisian, Schiller and Altenwerth
misc_net
9.82
William
Hunter
M
5036 Victoria Ports Suite 249
Emporium
PA
15,834
41.5177
-78.2536
4,533
Public affairs consultant
11/1/69
2b7bdd527f0be16264180a3ec958e5c5
1,326,013,226
41.425477
-78.389456
0
null
null
12,794
1/8/19 9:00
3,511,380,000,000,000
fraud_Berge LLC
gas_transport
81.51
James
Cooper
M
663 Ramirez Trace Apt. 951
Huntsville
AL
35,811
34.7789
-86.5438
190,178
Television production assistant
4/1/73
6f7af00e2b51e82d6339a0ce8791cf41
1,326,013,255
34.000593
-86.713188
0
null
null
12,795
1/8/19 9:01
180,047,000,000,000
fraud_Morissette LLC
entertainment
1.78
Erika
Mason
F
083 Karen Island Apt. 656
Goreville
IL
62,939
37.575
-88.9655
3,119
Teacher, secondary school
4/17/42
c4b9f48dbfb2646f2052559b079e4c4c
1,326,013,311
36.900127
-89.610174
0
null
null
12,796
1/8/19 9:02
6,011,390,000,000,000
fraud_Stroman, Hudson and Erdman
gas_transport
53.63
Jacqueline
Marsh
F
950 Sheryl Spurs
Dunlevy
PA
15,432
40.1151
-79.8627
427
Mining engineer
2/5/51
fde9c50b39b6a82bc1872e6992962558
1,326,013,372
39.222707
-80.501517
0
null
null
12,797
1/8/19 9:03
3,533,800,000,000,000
fraud_Gleason-Macejkovic
shopping_net
1.81
Amber
Thornton
F
840 Werner Lock Apt. 852
Campbell
NE
68,932
40.2967
-98.737
493
Surveyor, minerals
9/13/40
bbcabf43cfcdde827dc44dfd94ce5ee2
1,326,013,404
40.105192
-99.179444
0
null
null
12,798
1/8/19 9:03
4,102,000,000,000,000,000
fraud_Smitham-Schiller
grocery_net
56.95
William
Fitzgerald
M
715 Courtney Pike Suite 932
Keller
TX
76,248
32.9276
-97.2489
95,035
Probation officer
6/13/87
6c3c14011ef2168bd349285b6b350cf0
1,326,013,415
32.297673
-96.819124
0
null
null
12,799
1/8/19 9:03
3,540,020,000,000,000
fraud_Cartwright-Harris
grocery_pos
83.44
Lawrence
Frost
M
82448 Tucker Cliff
Kittery Point
ME
3,905
43.0976
-70.7121
1,780
Broadcast engineer
1/21/83
2e846d5a1c72599e10bacc7ae084b8df
1,326,013,427
42.990143
-70.7794
0
null
null