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
9,200
1/6/19 19:21
2,242,540,000,000,000
fraud_Kassulke Inc
entertainment
67.38
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
4/10/96
76b12bbf7a9eddcb60323813af317e6d
1,325,877,695
38.858089
-84.595574
0
null
null
9,201
1/6/19 19:21
4,979,420,000,000,000
fraud_Hills-Boyer
personal_care
240.13
Kelly
Zimmerman
F
1893 Katie Tunnel
Westerville
NE
68,881
41.4193
-99.3844
73
Product designer
2/10/35
c2b13ccabf91939371cd05bcda77b170
1,325,877,695
40.6231
-99.413769
0
null
null
9,202
1/6/19 19:21
4,301,030,000,000,000,000
fraud_Conroy, Balistreri and Gorczany
health_fitness
77.44
Joe
Howard
M
109 Brian Lights Apt. 504
Shippingport
PA
15,077
40.6025
-80.3863
198
Secretary/administrator
10/26/78
d98f0f0871e0ba5e3981d71dd865bd92
1,325,877,704
41.34713
-81.028118
0
null
null
9,203
1/6/19 19:22
4,514,240,000,000,000
fraud_Botsford PLC
home
44.82
Janet
Carpenter
F
9870 Collins Flat
Laramie
WY
82,072
41.4247
-105.4781
35,371
Pilot, airline
9/2/88
9ed6caa82c591fe4c68430e7c734200b
1,325,877,778
41.570368
-106.432034
0
null
null
9,204
1/6/19 19:23
30,042,400,000,000
fraud_Champlin-Casper
home
62.42
Connor
Grant
M
0654 Kevin Turnpike Apt. 084
Northport
NY
11,768
40.9051
-73.3309
21,902
Tour manager
5/16/76
d1dc1fb56d6de627b39046cce6f57e6a
1,325,877,795
41.322352
-72.603371
0
null
null
9,205
1/6/19 19:25
3,558,650,000,000,000
fraud_Greenholt Ltd
health_fitness
52.64
Teresa
Blankenship
F
6638 Lucero Mill Suite 952
Karnack
TX
75,661
32.6205
-94.2
2,807
Chiropodist
1/26/31
c3d103f52a90f7a3c59faa591057d88e
1,325,877,909
32.548024
-94.54935
0
null
null
9,206
1/6/19 19:25
4,822,370,000,000,000
fraud_Kutch-Wilderman
home
130.23
Christopher
Farrell
M
97070 Anderson Land
Haines City
FL
33,844
28.0758
-81.5929
33,804
Exercise physiologist
1/1/91
a36a47e3650be94066cddce71e2e4614
1,325,877,917
27.841523
-81.424589
0
null
null
9,207
1/6/19 19:25
344,710,000,000,000
fraud_Mohr Inc
shopping_pos
123.34
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1/30/86
6cbdfbb3d4e55525ca95f1ecd7ac3ba0
1,325,877,927
28.075948
-80.581222
0
null
null
9,208
1/6/19 19:25
4,427,810,000,000
fraud_Grimes LLC
entertainment
22.73
Michelle
Rodriguez
F
1742 Brandon Squares Apt. 461
Ruidoso
NM
88,355
33.3305
-105.6933
8,874
Licensed conveyancer
8/16/00
89b7b0e4d5a914fb4bca27f523baeefb
1,325,877,931
33.724515
-106.643394
0
null
null
9,209
1/6/19 19:25
30,560,600,000,000
fraud_Hamill-D'Amore
health_fitness
15.54
Michael
Olson
M
558 Michael Estates
Luray
MO
63,453
40.4931
-91.8912
519
Town planner
2/13/66
942ea1cdcdddbd133f210fbe42ef6969
1,325,877,940
41.011471
-91.036516
0
null
null
9,210
1/6/19 19:27
3,585,050,000,000,000
fraud_Champlin and Sons
home
14.01
Jeffery
Brown
M
296 Maria Street
West Eaton
NY
13,484
42.8546
-75.6605
176
Science writer
12/28/63
f58cb68265816a1bf640bb2145d2e924
1,325,878,043
42.799278
-74.98056
0
null
null
9,211
1/6/19 19:28
6,011,110,000,000,000
fraud_Bahringer, Schoen and Corkery
shopping_pos
54.62
Rebecca
Erickson
F
594 Berry Lights Apt. 392
Wilmington
NC
28,405
34.2651
-77.867
186,140
English as a second language teacher
2/8/83
03df3ca5df7036f5a3c96d809e7e8b73
1,325,878,107
34.745988
-77.188352
0
null
null
9,212
1/6/19 19:28
4,710,830,000,000,000,000
fraud_Goyette-Gerhold
kids_pets
26.23
Juan
Henry
M
9795 Lori Island Suite 346
Turner
MT
59,542
48.8328
-108.3961
192
Further education lecturer
1/4/64
cb7c0c64f9453382c0889b234d11ca16
1,325,878,110
48.64986
-108.899811
0
null
null
9,213
1/6/19 19:28
6,011,230,000,000,000
fraud_Zulauf LLC
personal_care
8.99
Johnny
Bennett
M
321 Camacho Causeway
Boonton
NJ
7,005
40.9115
-74.414
15,269
Psychologist, sport and exercise
7/5/93
3c1a200e9f0b288a36b5581bcbc46f1e
1,325,878,111
41.8026
-73.991307
0
null
null
9,214
1/6/19 19:28
30,263,500,000,000
fraud_Douglas, DuBuque and McKenzie
travel
3.1
Erik
Patterson
M
162 Jessica Row Apt. 072
Hatch
UT
84,735
37.7175
-112.4777
258
Geoscientist
11/24/61
d87c7642ff71e60c4ad9f8539223a2d0
1,325,878,130
36.947685
-112.266467
0
null
null
9,215
1/6/19 19:29
3,538,520,000,000,000
fraud_Mante, Luettgen and Hackett
health_fitness
33.7
Cassandra
Nunez
F
9572 Austin Forge Suite 612
Clay Center
OH
43,408
41.5686
-83.3632
269
Insurance underwriter
9/15/65
42ce8c9988d6018a2f346ffcb9474509
1,325,878,180
40.655844
-82.843274
0
null
null
9,216
1/6/19 19:29
6,011,540,000,000,000
fraud_Morissette LLC
entertainment
26.06
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
8/9/72
8fc761b9771c40d03b49269c124dd30e
1,325,878,192
39.374214
-79.633492
0
null
null
9,217
1/6/19 19:30
4,810,790,000,000,000,000
fraud_Lynch-Mohr
travel
8.64
Julie
Sanchez
F
916 Charles Road
Bowersville
OH
45,307
39.5756
-83.7153
338
Quantity surveyor
7/28/88
94ad91f2233ad12514d26dcfc0d6bfd4
1,325,878,209
38.865927
-84.13105
0
null
null
9,218
1/6/19 19:31
3,598,010,000,000,000
fraud_Kozey-Kuhlman
personal_care
51.18
Lisa
Clark
F
07943 Davis River
Grimesland
NC
27,837
35.558
-77.2566
5,903
Manufacturing systems engineer
10/7/93
56facdc52da2ba50b0d3f8b1dea01ff2
1,325,878,281
36.53786
-77.747125
0
null
null
9,219
1/6/19 19:31
639,024,000,000
fraud_Weimann, Kuhic and Beahan
shopping_pos
8.02
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
6/5/91
136b9caadf7b6cf35a7103b63c47839e
1,325,878,289
44.695902
-74.947987
0
null
null
9,220
1/6/19 19:31
3,520,550,000,000,000
fraud_Rodriguez, Yost and Jenkins
misc_net
66.49
Micheal
Walters
M
15315 Vaughn Park Suite 356
Hovland
MN
55,606
47.8342
-90.0476
272
Freight forwarder
7/5/01
a55cf3f14a1e8d3031edc93f7c283914
1,325,878,297
47.306023
-89.689396
0
null
null
9,221
1/6/19 19:31
630,485,000,000
fraud_Schuppe, Nolan and Hoeger
shopping_pos
132.17
Ian
Patton
M
8088 Sherman Radial Suite 689
Helm
CA
93,627
36.4992
-120.0936
123
Early years teacher
2/7/73
8b0540f76947f3b54758cd287e44f890
1,325,878,306
36.450515
-120.075127
0
null
null
9,222
1/6/19 19:32
36,913,600,000,000
fraud_Douglas, Schneider and Turner
shopping_pos
31.37
Ana
Mccormick
F
4503 Patricia Route
Meridian
ID
83,646
43.6498
-116.4306
84,106
Intelligence analyst
2/11/71
c1381d321c236ae3c01c9591a4b3e470
1,325,878,322
43.957869
-116.529678
0
null
null
9,223
1/6/19 19:32
3,520,550,000,000,000
fraud_Fadel, Mertz and Rippin
entertainment
97.79
Micheal
Walters
M
15315 Vaughn Park Suite 356
Hovland
MN
55,606
47.8342
-90.0476
272
Freight forwarder
7/5/01
b186691a7c3cda822a04543480de2bbd
1,325,878,337
48.819508
-90.184708
0
null
null
9,224
1/6/19 19:32
6,597,890,000,000,000
fraud_Prosacco LLC
personal_care
142.48
Bill
Lane
M
4725 Hurst Curve Apt. 634
Holliday
TX
76,366
33.6751
-98.6576
2,317
Chief Technology Officer
8/23/64
a85cf550d809a74a17cf6b050505dd6f
1,325,878,365
33.907998
-99.509118
0
null
null
9,225
1/6/19 19:33
4,989,850,000,000,000,000
fraud_Cormier LLC
health_fitness
140.17
Vanessa
Anderson
F
21178 Brittney Locks
Prosperity
SC
29,127
34.1832
-81.5324
8,333
Archaeologist
7/9/94
ab226257eb3f9d5aed253e26d17be5dc
1,325,878,428
34.020055
-82.146022
0
null
null
9,226
1/6/19 19:34
3,541,160,000,000,000
fraud_Lesch, D'Amore and Brown
food_dining
5.35
Jason
Singh
M
4720 Anna Ways
Murrayville
IL
62,668
39.5723
-90.2379
1,512
Commercial/residential surveyor
5/7/03
6fba77c7ddc70db43ad814a26435e98a
1,325,878,455
39.316523
-91.023986
0
null
null
9,227
1/6/19 19:34
6,011,440,000,000,000
fraud_Reichert, Huels and Hoppe
shopping_net
6.91
Allison
Allen
F
40624 Rebecca Spurs
De Witt
AR
72,042
34.2853
-91.3336
5,161
Electrical engineer
4/8/93
dec14da7add6b1e27de9e39e53eb6335
1,325,878,477
33.813068
-90.556918
0
null
null
9,228
1/6/19 19:34
30,235,400,000,000
fraud_Yost, Schamberger and Windler
kids_pets
99.23
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
3/24/80
2794caec45fec176e378b01362c7ef51
1,325,878,478
38.516039
-81.243717
0
null
null
9,229
1/6/19 19:34
6,011,370,000,000,000
fraud_Sawayn PLC
shopping_pos
7.3
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
9/15/88
84f74c82cd6bbb4950fd05981b6786e7
1,325,878,485
41.578581
-81.397571
0
null
null
9,230
1/6/19 19:35
6,592,070,000,000,000
fraud_Champlin and Sons
home
194.95
Amanda
Molina
F
8425 Daniel Knolls Suite 288
Philadelphia
PA
19,154
40.0897
-74.9781
1,526,206
Commercial horticulturist
5/23/72
f3d7e36a3b7f7b6baf708636e91b9cd0
1,325,878,550
39.345666
-73.979699
0
null
null
9,231
1/6/19 19:36
561,943,000,000
fraud_Crona and Sons
kids_pets
100.31
Melissa
Brown
F
330 Montoya Ramp
Washington
DC
20,036
38.9087
-77.0414
601,723
Prison officer
3/14/86
d56ccf864dacd4c33c9b5b421973598e
1,325,878,616
39.781072
-76.919875
0
null
null
9,232
1/6/19 19:37
38,544,300,000,000
fraud_Grimes LLC
entertainment
62.58
Veronica
Burton
F
08932 Bonnie Stravenue
Bonita Springs
FL
34,135
26.3771
-81.7334
51,427
Claims inspector/assessor
8/21/91
b0798a945a093ab703c5e849792df07f
1,325,878,622
25.422167
-82.137162
0
null
null
9,233
1/6/19 19:37
180,043,000,000,000
fraud_Auer-West
shopping_net
633.05
Charles
Robles
M
3337 Lisa Divide
Saint Petersburg
FL
33,710
27.7898
-82.7243
341,043
Engineer, land
2/28/89
6ca39d879715c052949352acd95522bf
1,325,878,651
26.840459
-83.518693
0
null
null
9,234
1/6/19 19:37
6,011,230,000,000,000
fraud_O'Connell-Ullrich
home
31.68
Johnny
Bennett
M
321 Camacho Causeway
Boonton
NJ
7,005
40.9115
-74.414
15,269
Psychologist, sport and exercise
7/5/93
fe32e0fb2db792867ead06d11b2ad77a
1,325,878,672
41.367626
-74.050546
0
null
null
9,235
1/6/19 19:38
213,194,000,000,000
fraud_Terry Ltd
home
74.42
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
2/9/94
d6dc39345831766bb197f240a76012ef
1,325,878,698
45.394155
-85.104779
0
null
null
9,236
1/6/19 19:39
4,294,930,000,000
fraud_Terry Ltd
home
153.9
Misty
Rivera
F
1980 Vasquez Manors Apt. 574
Catawba
VA
24,070
37.3696
-80.1284
1,363
Equality and diversity officer
8/23/40
5b00bc141048547a1cef55cd398feaf3
1,325,878,765
36.490608
-80.733983
0
null
null
9,237
1/6/19 19:39
4,629,450,000,000,000
fraud_Medhurst Inc
home
38.82
Karen
Warren
F
4900 Curtis Gardens Suite 952
Hahira
GA
31,632
30.9416
-83.3574
10,295
Teacher, special educational needs
12/26/97
308f5f59943797bf77c219241c55d1ea
1,325,878,767
30.240634
-84.021661
0
null
null
9,238
1/6/19 19:40
6,011,380,000,000,000
fraud_Rolfson-Kunde
personal_care
10.32
Kristen
Allen
F
8619 Lisa Manors Apt. 871
Lagrange
WY
82,221
41.6423
-104.1974
635
Product/process development scientist
7/13/73
59202eb1b41a5e21d7397e985358c88a
1,325,878,808
41.994391
-103.998474
0
null
null
9,239
1/6/19 19:40
4,585,130,000,000
fraud_Moore, Williamson and Emmerich
home
9.19
Karen
Gordon
F
543 Ware Path Apt. 593
Utica
MO
64,686
39.7417
-93.6289
271
Land/geomatics surveyor
4/18/72
dca83736b136839eda27aabb49cadf77
1,325,878,824
39.711807
-93.389109
0
null
null
9,240
1/6/19 19:42
4,998,110,000,000,000
fraud_Morissette LLC
entertainment
138.52
Mary
Pruitt
F
2819 Luke Greens Suite 563
Kansas City
MO
64,114
38.9621
-94.5959
545,147
Counsellor
11/18/87
e2daec62538217f1bd58d01e5a1d358f
1,325,878,931
38.260011
-94.200957
0
null
null
9,241
1/6/19 19:43
2,383,460,000,000,000
fraud_Hahn, Bahringer and McLaughlin
personal_care
24.47
Patrick
Vaughan
M
651 Miller Common
Parsonsfield
ME
4,047
43.745
-70.9092
1,892
Audiological scientist
3/2/56
b9b849165f9679e854ffa52b29627e86
1,325,878,981
43.629893
-70.445147
0
null
null
9,242
1/6/19 19:45
213,142,000,000,000
fraud_Pouros, Walker and Spencer
kids_pets
9.2
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
12/24/84
65ef205bcfcc062e481aca931efce026
1,325,879,106
32.383248
-90.64123
0
null
null
9,243
1/6/19 19:45
639,024,000,000
fraud_Douglas-White
entertainment
15.82
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
6/5/91
06c1ed1f6a12eb3f9544f062b026002c
1,325,879,118
44.612962
-75.119
0
null
null
9,244
1/6/19 19:46
4,294,040,000,000,000
fraud_Hammes-Beatty
kids_pets
24.58
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
12/31/86
08727a34ea5357887e1bf7159485050b
1,325,879,205
34.23213
-82.114033
0
null
null
9,245
1/6/19 19:49
3,549,200,000,000,000
fraud_Beier and Sons
home
47.71
Larry
Williams
M
6274 David Oval Suite 725
Scarborough
ME
4,074
43.5835
-70.3457
18,760
Make
4/2/33
dc9cf4ecfdc241762a455ad563cc62cf
1,325,879,350
42.684374
-70.11674
0
null
null
9,246
1/6/19 19:51
180,048,000,000,000
fraud_Crona and Sons
kids_pets
34.43
Mary
Wall
F
2481 Mills Lock
Plainfield
NJ
7,060
40.6152
-74.415
71,485
Leisure centre manager
7/19/74
650755f8fa98435b33cccbf1db89076b
1,325,879,464
41.553848
-74.112075
0
null
null
9,247
1/6/19 19:52
4,642,260,000,000,000
fraud_Leffler-Goldner
personal_care
31.47
Sabrina
Johnson
F
320 Nicholson Orchard
Thompson
UT
84,540
38.9999
-109.615
46
Surveyor, minerals
4/23/87
c882db8fbfd76e4aecb982a42efc4d79
1,325,879,532
39.565695
-110.585517
0
null
null
9,248
1/6/19 19:52
213,125,000,000,000
fraud_Nolan-Williamson
kids_pets
4.34
Steven
Arnold
M
079 Chelsea Rest
Belfast
NY
14,711
42.32
-78.0943
1,766
Mechanical engineer
6/4/62
df70fd4b861790c15ea52db6c61a7549
1,325,879,561
42.302577
-77.221068
0
null
null
9,249
1/6/19 19:53
36,721,400,000,000
fraud_Dickinson Ltd
personal_care
57.93
Cesar
Smith
M
901 Ariel Points
Jefferson
NY
12,093
42.4999
-74.6117
1,666
Diagnostic radiographer
7/1/68
3cb1f36b26e8756184de4e5ed3ae7191
1,325,879,601
41.999796
-74.821114
0
null
null
9,250
1/6/19 19:54
4,981,130,000,000
fraud_Zemlak, Tillman and Cremin
personal_care
28.16
Joseph
Spencer
M
7854 Stephanie Island Suite 788
Holloway
OH
43,985
40.0113
-80.9701
128
Child psychotherapist
4/3/46
a2e80fdc2346151f04527f7f3c505e31
1,325,879,676
39.476691
-81.217121
0
null
null
9,251
1/6/19 19:56
4,430,880,000,000,000
fraud_Lesch, D'Amore and Brown
food_dining
70.31
Alicia
Morales
F
4456 Dunn Roads
Meredith
CO
81,642
39.3199
-106.6596
61
Public relations account executive
11/4/39
4fbcc797c5fdaedeb9f74b5bed96d9d7
1,325,879,774
38.803785
-107.415355
0
null
null
9,252
1/6/19 19:56
3,573,390,000,000,000
fraud_Runte-Mohr
food_dining
96.72
Stephanie
Murphy
F
526 Stacy Walks
Barnard
SD
57,426
45.7205
-98.5534
63
Systems developer
10/30/69
530ea2adb8976bdc5122337d44839393
1,325,879,786
45.885723
-99.21409
0
null
null
9,253
1/6/19 19:56
3,537,800,000,000,000
fraud_Abernathy and Sons
food_dining
60.89
Christie
Mendoza
F
53142 Katrina Roads Suite 889
Monitor
WA
98,836
47.4852
-120.4158
584
Medical technical officer
3/20/69
cd8686e1dc1757633e42290e8fbb250a
1,325,879,810
47.985539
-120.557409
0
null
null
9,254
1/6/19 19:56
4,265,780,000,000,000
fraud_Leannon-Nikolaus
travel
5.05
Christine
Best
F
68248 Deanna Land
Enola
AR
72,047
35.2087
-92.2123
969
Physicist, medical
1/5/54
c510c843ea34eea843326fd65a4a51ca
1,325,879,815
35.283494
-91.837982
0
null
null
9,255
1/6/19 19:58
4,509,140,000,000,000
fraud_Konopelski, Schneider and Hartmann
food_dining
1.84
Margaret
Williams
F
165 Jerry Meadows Suite 460
Surrency
GA
31,563
31.6489
-82.1982
1,324
Engineer, technical sales
7/12/26
63f1af740121c0aa6f0887c0f69c8b94
1,325,879,911
31.570482
-81.477127
0
null
null
9,256
1/6/19 19:59
4,861,310,000,000,000,000
fraud_Haag-Blanda
food_dining
54.4
Ashley
Cruz
F
65417 Walsh Radial Suite 691
Saint Amant
LA
70,774
30.2385
-90.8435
10,076
Surveyor, rural practice
12/16/77
7319592069390ad7d6b77c6e1c7cdd6e
1,325,879,977
30.96168
-91.317564
0
null
null
9,257
1/6/19 19:59
4,048,510,000,000,000
fraud_Schoen-Quigley
kids_pets
97.68
Cheryl
Melton
F
5053 Bell Crescent Apt. 255
Fullerton
NE
68,638
41.366
-98.0054
1,749
Surveyor, mining
5/7/73
2789e562c7ceb11679dbe36a4e9f0cfa
1,325,879,992
42.06473
-98.796028
0
null
null
9,258
1/6/19 20:00
4,972,230,000,000,000
fraud_Ernser-Feest
home
1.67
Brian
Hogan
M
3316 Cindy Land
Lane
OK
74,555
34.2691
-95.9685
861
Quantity surveyor
4/8/60
a015b6627a6799d03cf5ed4754bd136e
1,325,880,022
34.69497
-95.110768
0
null
null
9,259
1/6/19 20:00
4,998,110,000,000,000
fraud_Rempel Inc
shopping_net
9.39
Mary
Pruitt
F
2819 Luke Greens Suite 563
Kansas City
MO
64,114
38.9621
-94.5959
545,147
Counsellor
11/18/87
ef049aebbc453d29438600edda6d441d
1,325,880,030
38.588852
-95.410806
0
null
null
9,260
1/6/19 20:00
630,452,000,000
fraud_Lehner, Reichert and Mills
misc_pos
7.81
Rachel
Daniels
F
561 Little Plain Apt. 738
Wetmore
MI
49,895
46.3535
-86.6345
765
Immunologist
6/12/72
cdd00a34b20d9f32c11fc4d880540ae3
1,325,880,036
47.176915
-87.549081
0
null
null
9,261
1/6/19 20:01
4,294,930,000,000
fraud_Gutmann, McLaughlin and Wiza
home
152.42
Misty
Rivera
F
1980 Vasquez Manors Apt. 574
Catawba
VA
24,070
37.3696
-80.1284
1,363
Equality and diversity officer
8/23/40
757312ffc617b4b13582305599f74d68
1,325,880,065
36.97703
-79.159358
0
null
null
9,262
1/6/19 20:01
3,576,430,000,000,000
fraud_Weber and Sons
food_dining
41.3
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
10/24/81
583635375013f2cb14a43beb67abb4b6
1,325,880,096
32.832673
-112.311469
0
null
null
9,263
1/6/19 20:01
213,142,000,000,000
fraud_Stamm-Witting
shopping_net
514.22
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
12/24/84
fbc7e23aee9e340be97f7ef2a5e5354a
1,325,880,101
33.060423
-89.706844
0
null
null
9,264
1/6/19 20:01
4,378,990,000,000,000
fraud_Torp-Lemke
misc_pos
3.69
Travis
Hayes
M
1561 Chase Grove
Conway
NH
3,818
43.9742
-71.1503
3,807
Surgeon
10/25/99
68923586974934b0b618689692466c14
1,325,880,109
43.962724
-70.55075
0
null
null
9,265
1/6/19 20:02
3,500,970,000,000,000
fraud_Schroeder, Wolff and Hermiston
travel
5.82
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
5/31/99
98b856318fa50ee449ae0f4560259122
1,325,880,122
47.658828
-117.412889
0
null
null
9,266
1/6/19 20:02
180,081,000,000,000
fraud_Ziemann-Waters
health_fitness
51.39
Connie
Carroll
F
872 Justin Views Suite 746
Duncan
MS
38,740
34.047
-90.7652
466
Trading standards officer
4/3/55
bca3043d363cbbc7bc0a190c0e4709e0
1,325,880,130
33.603475
-90.360989
0
null
null
9,267
1/6/19 20:02
30,103,100,000,000
fraud_Dickinson Ltd
personal_care
6.37
Stephanie
Middleton
F
99736 Rose Shoals Apt. 504
Morrisdale
PA
16,858
41.0001
-78.2357
3,688
Dispensing optician
10/26/87
9d7ab3e71c808926db802cedc606e2c2
1,325,880,141
40.99549
-78.516961
0
null
null
9,268
1/6/19 20:03
4,048,510,000,000,000
fraud_Zboncak, Rowe and Murazik
shopping_net
5.59
Cheryl
Melton
F
5053 Bell Crescent Apt. 255
Fullerton
NE
68,638
41.366
-98.0054
1,749
Surveyor, mining
5/7/73
eea5f1ff1f701b134bdc17912b768e83
1,325,880,197
40.595726
-97.442639
0
null
null
9,269
1/6/19 20:03
213,142,000,000,000
fraud_Kilback and Sons
entertainment
206.77
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
12/24/84
c9f7a4ead69979f65faa7fcd3b87ecf1
1,325,880,218
31.172164
-90.873184
0
null
null
9,270
1/6/19 20:04
213,174,000,000,000
fraud_Pollich LLC
home
1.75
Joseph
Wagner
M
822 Austin Spur
North Judson
IN
46,366
41.2244
-86.6966
5,791
Doctor, general practice
10/7/59
082d2cd542d98b62212b296ddd314339
1,325,880,259
41.825063
-86.764608
0
null
null
9,271
1/6/19 20:04
4,149,240,000,000,000
fraud_Berge-Hills
kids_pets
46.82
Tanner
Carroll
M
494 Burke Ports
Cokeburg
PA
15,324
40.1008
-80.0652
632
Dealer
4/8/89
374e113cd77663d8ddfc34967f15132a
1,325,880,292
40.229119
-80.699289
0
null
null
9,272
1/6/19 20:07
345,060,000,000,000
fraud_Berge, Kautzer and Harris
personal_care
51.25
Brian
Perez
M
78652 Scott Ports
Ashfield
MA
1,330
42.5232
-72.811
1,506
Production assistant, radio
4/3/60
4c5c2f532b0ba226395fd14a9f88951a
1,325,880,455
41.582344
-72.973569
0
null
null
9,273
1/6/19 20:07
4,956,830,000,000,000,000
fraud_Gleason-Macejkovic
shopping_net
3.42
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
12/21/80
39697002533090968bfa35ac41ac934c
1,325,880,460
41.555476
-74.398138
0
null
null
9,274
1/6/19 20:09
371,034,000,000,000
fraud_Lynch-Wisozk
home
108.39
Jeremy
Jones
M
5758 Yates Center
Vinton
CA
96,135
40.0235
-120.7986
128
Education administrator
2/21/66
46f47a3db23c396187729395fe00c6e7
1,325,880,544
40.454592
-121.152388
0
null
null
9,275
1/6/19 20:09
4,839,620,000,000,000
fraud_Adams-Barrows
health_fitness
30.81
Phillip
Robertson
M
85344 Smith Gateway Apt. 280
Harrodsburg
IN
47,434
39.013
-86.5457
76
Social researcher
5/6/55
5f9547ba5c70243112579c15169b05e2
1,325,880,568
39.512951
-87.267606
0
null
null
9,276
1/6/19 20:09
371,009,000,000,000
fraud_Stark-Batz
entertainment
17.17
Randall
Burgess
M
393 Carroll Route Suite 197
Norman Park
GA
31,771
31.2462
-83.6549
5,666
Rural practice surveyor
9/14/03
dc2e661fdf75132c3de146600cfca901
1,325,880,569
32.10981
-83.379623
0
null
null
9,277
1/6/19 20:10
3,577,580,000,000,000
fraud_Roob, Conn and Tremblay
shopping_pos
3.47
Debbie
Hughes
F
0182 Owens Burgs Suite 480
Diamond
OH
44,412
41.0935
-81.0425
2,644
Engineer, biomedical
8/25/83
3b2807424706110333fd103a615a9667
1,325,880,601
41.24415
-80.686951
0
null
null
9,278
1/6/19 20:10
213,137,000,000,000
fraud_Bahringer, Bergnaum and Quitzon
home
18.24
Christine
Davis
F
736 Moss Motorway Suite 549
Humboldt
AZ
86,329
34.5189
-112.2523
1,179
Civil engineer, contracting
1/20/55
da01cd65f382389bc84d9057c244b9ec
1,325,880,624
34.039827
-112.852729
0
null
null
9,279
1/6/19 20:10
3,585,050,000,000,000
fraud_Erdman-Durgan
health_fitness
14.61
Jeffery
Brown
M
296 Maria Street
West Eaton
NY
13,484
42.8546
-75.6605
176
Science writer
12/28/63
e22caae981509962b22d79fba778b5a3
1,325,880,636
42.95866
-75.473505
0
null
null
9,280
1/6/19 20:11
30,153,500,000,000
fraud_Schumm PLC
health_fitness
1.06
Robin
Smith
F
0537 Margaret Common Suite 526
Coleman
TX
76,834
31.8287
-99.427
5,908
Radio producer
4/5/62
abfe01cfed5075b71caa5018040c6383
1,325,880,691
32.635353
-99.18443
0
null
null
9,281
1/6/19 20:11
213,199,000,000,000
fraud_Schaefer, Fay and Hilll
entertainment
60.77
John
Vega
M
4483 Sharp Ferry Apt. 468
Garfield
KS
67,529
38.0649
-99.2374
365
Equality and diversity officer
2/3/91
e42ee2216107310fe1b7b54df3544945
1,325,880,714
38.339937
-98.27652
0
null
null
9,282
1/6/19 20:12
4,348,790,000,000,000
fraud_Daugherty-Thompson
food_dining
63.43
John
Nichols
M
862 Anderson Highway
Bryant
WI
54,418
45.203
-88.9983
1,080
Information systems manager
1/8/79
7d59d47c0dfada271a7a5d893a216090
1,325,880,741
45.410122
-88.979314
0
null
null
9,283
1/6/19 20:12
376,013,000,000,000
fraud_Gottlieb-Hansen
personal_care
9.97
Nathan
Mayer
M
478 Donovan Corners Apt. 803
Schaumburg
IL
60,193
42.0144
-88.0935
92,294
Claims inspector/assessor
5/1/69
2e93a8d7d81b447a75c596102d184daa
1,325,880,745
42.232
-88.741491
0
null
null
9,284
1/6/19 20:12
4,587,660,000,000,000,000
fraud_Hoppe-Parisian
kids_pets
3.93
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
5/8/04
ad5a7698524bd4e3ac49b92a431e9fa8
1,325,880,752
41.499038
-87.810761
0
null
null
9,285
1/6/19 20:13
38,199,000,000,000
fraud_Bernier and Sons
kids_pets
55.04
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
4/15/88
1a5bd0fe4291759712f5fc8793111970
1,325,880,812
43.257362
-71.734477
0
null
null
9,286
1/6/19 20:13
370,612,000,000,000
fraud_Bradtke, Torp and Bahringer
personal_care
14.83
Amanda
Fitzgerald
F
298 Kayla Lights
Bristol
PA
19,007
40.1159
-74.8536
21,125
Administrator, charities/voluntary organisations
5/25/85
2ddda6f8a5a4c884f8d7fc42c6ebcae8
1,325,880,833
40.313203
-75.464511
0
null
null
9,287
1/6/19 20:15
30,026,800,000,000
fraud_Connelly PLC
food_dining
61.44
John
Peters
M
555 Michael Burgs
Mayersville
MS
39,113
32.9013
-91.0286
595
Technical brewer
9/3/79
28746549ce0511cca83e679e3bfe07f5
1,325,880,941
33.36461
-90.975481
0
null
null
9,288
1/6/19 20:16
4,761,400,000,000,000,000
fraud_Koss, Hansen and Lueilwitz
home
121.35
Diana
Jacobs
F
69608 Perez Mountain Apt. 006
Viola
AR
72,583
36.3924
-91.9932
1,679
Psychiatric nurse
5/2/86
06c48cfddc866966ec722734eab7aba4
1,325,881,002
36.527741
-91.170047
0
null
null
9,289
1/6/19 20:16
3,590,740,000,000,000
fraud_Kerluke-Abshire
shopping_net
95.76
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
12/20/75
c548578c059d5b957844c240a1bbf86b
1,325,881,006
33.928322
-92.596867
0
null
null
9,290
1/6/19 20:16
2,383,460,000,000,000
fraud_Nicolas, Hills and McGlynn
entertainment
1.93
Patrick
Vaughan
M
651 Miller Common
Parsonsfield
ME
4,047
43.745
-70.9092
1,892
Audiological scientist
3/2/56
906b4a6236077d0dac5e54fabd586ea7
1,325,881,014
43.9309
-69.940716
0
null
null
9,291
1/6/19 20:17
4,026,220,000,000
fraud_Crona and Sons
kids_pets
125.56
Debbie
Payne
F
204 Ashley Neck Apt. 169
Preston
CT
6,365
41.5224
-71.9934
4,720
Broadcast presenter
5/18/77
cf98e2e5f8fce54328ecdbbf363ac71c
1,325,881,066
41.175411
-71.16623
0
null
null
9,292
1/6/19 20:18
3,529,600,000,000,000
fraud_Reichel LLC
personal_care
60.44
Pamela
Curtis
F
8969 Fuentes Station Apt. 291
Mill Creek
PA
17,060
40.4679
-77.8967
1,334
Archaeologist
12/17/86
97c016f0f4f042b181b555cf3abc7693
1,325,881,100
41.188566
-78.552631
0
null
null
9,293
1/6/19 20:19
2,264,940,000,000,000
fraud_Denesik and Sons
shopping_pos
4.24
Juan
Sherman
M
5939 Garcia Forges Suite 297
San Antonio
TX
78,214
29.3641
-98.4924
1,595,797
Land
10/17/95
a5db0c7d4b3f973824ab56afc0381387
1,325,881,150
28.716608
-99.329925
0
null
null
9,294
1/6/19 20:19
3,565,940,000,000,000
fraud_Roob-Okuneva
health_fitness
198.19
David
Thomas
M
838 Dan Haven Suite 003
Webster City
IA
50,595
42.4657
-93.8262
9,165
Medical secretary
5/23/63
a75fff01ace7d4f89b6e95576f5d48a3
1,325,881,152
41.797643
-93.861418
0
null
null
9,295
1/6/19 20:19
3,514,900,000,000,000
fraud_Crooks and Sons
personal_care
26.55
Steven
Faulkner
M
841 Cheryl Centers Suite 115
Farmington
NY
14,425
42.958
-77.3083
10,717
Cytogeneticist
10/13/52
065061a22345f1656d4f352dd4be2cc8
1,325,881,157
43.819655
-76.655987
0
null
null
9,296
1/6/19 20:19
377,265,000,000,000
fraud_Schoen, Nienow and Bauch
personal_care
1.3
Kara
Miles
F
2076 Thomas Roads Suite 970
Cassatt
SC
29,032
34.3424
-80.5
4,424
Lawyer
7/31/61
8f882b4dee4475379224c669ba12532a
1,325,881,188
34.249902
-80.400721
0
null
null
9,297
1/6/19 20:19
4,089,100,000,000,000,000
fraud_Kutch-Ferry
home
16.99
Debra
Stark
F
686 Linda Rest
Kilgore
TX
75,662
32.3836
-94.8653
24,536
Multimedia programmer
10/14/83
cd691a5489b83de685e8f07357eb0da8
1,325,881,195
31.741484
-95.479801
0
null
null
9,298
1/6/19 20:20
30,026,800,000,000
fraud_Upton PLC
entertainment
88.29
John
Peters
M
555 Michael Burgs
Mayersville
MS
39,113
32.9013
-91.0286
595
Technical brewer
9/3/79
418ca311199feb0adc9726a12b9b5db8
1,325,881,213
32.776704
-91.094008
0
null
null
9,299
1/6/19 20:20
373,905,000,000,000
fraud_Ernser-Lynch
food_dining
8.21
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
11/12/70
9cd0c62153ab4b18960196213865ba85
1,325,881,216
32.054187
-97.569153
0
null
null