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
1,287,800
2020-06-17 16:27:48
3,560,725,013,359,375
fraud_Kertzmann LLC
health_fitness
47.7
Brooke
Smith
F
63542 Luna Brook Apt. 012
Notrees
TX
79,759
31.8599
-102.7413
23
Cytogeneticist
1969-09-15
50ac52d0ab014113217e2ae421caa2c0
1,371,486,468
31.643983
-101.982968
0
1,287,801
2020-06-17 16:27:50
4,171,397,999,167,005
fraud_Medhurst, Cartwright and Ebert
personal_care
16.5
Ashley
Mcdonald
F
3160 Tina Estates Suite 234
Marietta
SC
29,661
35.0296
-82.5136
5,648
Museum/gallery exhibitions officer
1934-10-06
c41aba073405343527e72f1b2422b81c
1,371,486,470
35.619562
-83.501196
0
1,287,802
2020-06-17 16:28:43
4,586,260,469,584
fraud_Romaguera, Wehner and Tromp
kids_pets
27.58
Melody
Thompson
F
0362 Anderson Wall
Mound City
MO
64,470
40.1362
-95.2138
1,631
Architect
1953-01-20
ecd81f2c4ee5d2f4ed2a676bac086648
1,371,486,523
39.695984
-94.660303
0
1,287,803
2020-06-17 16:29:45
30,074,693,890,476
fraud_Bahringer, Schoen and Corkery
shopping_pos
71.99
Kelsey
Richards
F
889 Sarah Station Suite 624
Holcomb
KS
67,851
37.9931
-100.9893
2,691
Arboriculturist
1993-08-16
2bfc29ac8dd3166241d0bbf0b0cbe653
1,371,486,585
37.208208
-100.446741
0
1,287,804
2020-06-17 16:30:19
571,465,035,400
fraud_Frami Group
entertainment
69.27
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
1976-02-26
3b3864df7a94b188114ada313e34baa0
1,371,486,619
42.332116
-108.594692
0
1,287,805
2020-06-17 16:31:00
630,424,987,505
fraud_Botsford Ltd
shopping_pos
1.01
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
1981-08-29
071c3d954485fe4244e260f7262aca56
1,371,486,660
38.852528
-78.607882
0
1,287,806
2020-06-17 16:33:03
345,933,964,507,467
fraud_Botsford Ltd
shopping_pos
4.87
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
631230fda33695e007aadadcf85a2304
1,371,486,783
39.358505
-75.807041
0
1,287,807
2020-06-17 16:33:26
30,199,621,383,748
fraud_Leffler-Goldner
personal_care
23.63
Theresa
Powell
F
117 Natasha Vista Suite 936
Leonard
TX
75,452
33.4044
-96.2238
4,090
Sub
1977-03-23
dbdb72f29b31a21c6740341415daeb32
1,371,486,806
34.179708
-95.488653
0
1,287,808
2020-06-17 16:33:31
180,049,032,966,888
fraud_Torp, Muller and Borer
health_fitness
71.4
Michael
Flores
M
70761 Fitzpatrick Brooks Suite 631
Saxon
WI
54,559
46.4959
-90.4383
795
Television/film/video producer
1986-04-15
564762989099006d35ac9f8676755099
1,371,486,811
47.397867
-90.218373
0
1,287,809
2020-06-17 16:34:20
180,094,608,895,855
fraud_Yost-Rogahn
personal_care
51.19
Tammie
Harper
F
57887 Gutierrez Harbor
Westfir
OR
97,492
43.7575
-122.481
597
Forensic psychologist
1961-05-19
e784af946408380d5960af9d37c3c288
1,371,486,860
43.579843
-122.096897
0
1,287,810
2020-06-17 16:35:28
4,657,269,323,674,365
fraud_Nienow, Barrows and Romaguera
personal_care
14
Alicia
Mitchell
F
125 Kristen Dale
Grand Ridge
FL
32,442
30.7148
-85.021
3,699
Art gallery manager
1948-09-07
e177069da56d06f49d14dfe3d68c8211
1,371,486,928
31.427685
-84.84495
0
1,287,811
2020-06-17 16:36:35
4,961,003,488,432,306
fraud_Hoppe, Harris and Bednar
entertainment
16.11
Stacy
Walsh
F
324 Donna Ridge Suite 651
Cressona
PA
17,929
40.6284
-76.195
1,606
Ecologist
1966-05-10
beb172c0ec3cc1869d16beac63162664
1,371,486,995
40.990571
-77.048793
0
1,287,812
2020-06-17 16:37:20
30,235,268,718,158
fraud_Romaguera, Wehner and Tromp
kids_pets
81.76
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
d7d1dca6014e8b9afe72b13cda0e19fe
1,371,487,040
40.139615
-73.30039
0
1,287,813
2020-06-17 16:37:57
3,576,511,691,045,060
fraud_Ullrich Ltd
kids_pets
52.32
Leah
Garner
F
147 Mckinney Run Apt. 743
Ehrhardt
SC
29,081
33.1044
-81.0221
1,352
Engineer, materials
1992-10-08
fce07a362aff58a59c6df486cebca8df
1,371,487,077
33.131081
-81.412632
0
1,287,814
2020-06-17 16:37:58
3,514,897,282,719,543
fraud_Shanahan-Lehner
personal_care
67.95
Steven
Faulkner
M
841 Cheryl Centers Suite 115
Farmington
NY
14,425
42.958
-77.3083
10,717
Cytogeneticist
1952-10-13
296de6cfde78c597ae4b350b8cf40999
1,371,487,078
43.928833
-78.131375
0
1,287,815
2020-06-17 16:38:33
4,518,350,514,020,532
fraud_Dietrich-Fadel
health_fitness
111.75
Christopher
Gregory
M
9579 Porter Tunnel
Wauchula
FL
33,873
27.5517
-81.8074
14,742
Teaching laboratory technician
1993-02-26
036e2044bd4629db3711463f6f81392b
1,371,487,113
28.401922
-81.838199
0
1,287,816
2020-06-17 16:40:38
6,538,891,242,532,018
fraud_Botsford and Sons
home
29.54
Jodi
Rodriguez
F
5796 Lee Coves Apt. 286
Walnut Ridge
AR
72,476
36.0244
-90.9288
7,155
Engineer, control and instrumentation
1977-03-23
39c40d158fbdb20ea795a37c8ec7db37
1,371,487,238
35.320724
-91.832933
0
1,287,817
2020-06-17 16:40:48
5,501,083,170,975,659
fraud_Sporer-Keebler
personal_care
61.07
Wayne
Payne
M
587 Bradley Inlet Suite 281
Cuyahoga Falls
OH
44,223
41.1464
-81.5107
47,772
Equities trader
1966-01-04
8f7eb954ebe8f2201c4589d46d516ad7
1,371,487,248
40.647836
-80.850677
0
1,287,818
2020-06-17 16:41:10
6,011,652,924,285,713
fraud_Howe PLC
entertainment
188.94
Kathryn
Smith
F
19838 Tonya Prairie Apt. 947
Rocky Mount
MO
65,072
38.2911
-92.7059
1,847
Tax inspector
1988-10-26
41580f8e8aa05e8359b04a8f71e40c84
1,371,487,270
38.965034
-91.940335
0
1,287,819
2020-06-17 16:41:12
3,554,818,239,968,984
fraud_Berge-Ullrich
home
69.6
Cory
Thomas
M
6458 Roberson Alley
Williamsburg
MO
63,388
38.8874
-91.7689
710
Glass blower/designer
1970-09-27
66a19f74924f0f124fe85b7e0115e158
1,371,487,272
38.742781
-91.905072
0
1,287,820
2020-06-17 16:41:12
371,226,440,126,102
fraud_Fisher-Schowalter
shopping_net
1.9
Stacy
Lambert
F
85430 Julie Trafficway Suite 792
Mulberry Grove
IL
62,262
38.9311
-89.2463
1,810
Race relations officer
1974-12-24
172728d0ecebe8ba2b6fe65e108b4b06
1,371,487,272
38.701727
-88.529821
0
1,287,821
2020-06-17 16:42:02
372,520,049,757,633
fraud_Dare-Marvin
entertainment
89.77
Lori
Ramirez
F
4293 Ramirez Squares
Ranier
MN
56,668
48.6031
-93.2977
136
Ceramics designer
2000-02-20
a4dc2d3a51f417606c8368c96c3dcd66
1,371,487,322
48.285709
-93.26298
0
1,287,822
2020-06-17 16:42:04
4,364,010,865,167,176
fraud_Hamill-D'Amore
health_fitness
41.48
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
54882b0c87217990fe37164e1d38e736
1,371,487,324
39.876739
-120.25034
0
1,287,823
2020-06-17 16:43:05
38,295,635,583,927
fraud_Erdman-Ebert
personal_care
16.53
Candice
Brown
F
9412 Harris Mews
O Brien
TX
79,539
33.3749
-99.8473
178
Warden/ranger
1983-06-14
f897232adc90abff9d25ee7546f58961
1,371,487,385
33.358617
-100.447883
0
1,287,824
2020-06-17 16:43:33
4,512,828,414,983,802,000
fraud_Abbott-Steuber
personal_care
1.85
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
4996d3856b087fda74290c026794dd71
1,371,487,413
38.99885
-80.258102
0
1,287,825
2020-06-17 16:43:47
6,501,313,409,525,696
fraud_Lubowitz, Terry and Stracke
personal_care
300.59
Carrie
Lewis
F
28925 Powell Mountains Apt. 762
Pecos
TX
79,772
31.4467
-103.5791
12,747
Merchandiser, retail
1987-05-05
869282ea3bbcee5c6fa4b586748da4c5
1,371,487,427
31.408253
-104.398641
0
1,287,826
2020-06-17 16:46:12
3,576,431,665,303,017
fraud_Kuhn LLC
shopping_pos
249.65
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
f501019a01bc5fe2ecc4db775b485af5
1,371,487,572
34.531141
-111.459849
0
1,287,827
2020-06-17 16:46:25
3,560,336,828,629,935
fraud_Bernhard-Lesch
food_dining
8.7
Christopher
White
M
13613 Hammond Ferry
Clutier
IA
52,217
42.0789
-92.3763
590
Embryologist, clinical
1953-03-30
27f1e43805e0721044433990f64c93a2
1,371,487,585
42.796634
-92.187759
0
1,287,828
2020-06-17 16:46:50
375,082,648,741,747
fraud_Kris-Kertzmann
travel
4.49
Shannon
Bell
F
2918 David Spurs
Georgetown
MN
56,546
47.0999
-96.727
346
Research officer, trade union
1976-12-14
abad1f0a9ee26e5f16b4e371316cfde0
1,371,487,610
48.085807
-96.487775
0
1,287,829
2020-06-17 16:46:59
3,549,202,406,645,667
fraud_Monahan, Hermann and Johns
travel
3.62
Larry
Williams
M
6274 David Oval Suite 725
Scarborough
ME
4,074
43.5835
-70.3457
18,760
Make
1933-04-02
3072018f068e3f48de2021b0112906f2
1,371,487,619
44.509426
-70.720755
0
1,287,830
2020-06-17 16:47:43
30,044,330,818,990
fraud_Abshire PLC
entertainment
118.25
Allison
Ayala
F
87665 Karen Mill Apt. 586
Fort Myers
FL
33,967
26.4722
-81.8122
224,256
Paramedic
1985-08-29
63345c45bc3b520bd88fd29c5d49ef61
1,371,487,663
26.145465
-81.181467
0
1,287,831
2020-06-17 16:48:16
36,722,699,017,270
fraud_Gutmann, McLaughlin and Wiza
home
6.21
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
2a3a5a7c93ab8c0a19f1ab057ac0c930
1,371,487,696
33.939223
-111.334655
0
1,287,832
2020-06-17 16:49:12
372,382,441,451,095
fraud_Ernser-Feest
home
70.47
Brent
Terrell
M
502 Rice Plaza Apt. 979
Port Ewen
NY
12,466
41.8948
-73.9767
2,471
Heritage manager
1966-01-21
0e345c832152d286ca2527ede5c23cc6
1,371,487,752
42.52153
-73.393797
0
1,287,833
2020-06-17 16:49:29
2,264,937,662,466,770
fraud_Kihn Inc
shopping_pos
7.09
Juan
Sherman
M
5939 Garcia Forges Suite 297
San Antonio
TX
78,214
29.3641
-98.4924
1,595,797
Land
1995-10-17
9724f6a0eb38c25db3401ff4bc72a611
1,371,487,769
29.446027
-99.071583
0
1,287,834
2020-06-17 16:49:37
3,543,299,015,720,986
fraud_Schroeder Group
health_fitness
33.72
Angela
White
F
137 Adam Dale
Lebanon
VA
24,266
36.8809
-82.0956
9,521
Teacher, English as a foreign language
1977-10-19
87a29ef65ae654788780134212891e1e
1,371,487,777
37.404955
-82.522419
0
1,287,835
2020-06-17 16:51:00
372,509,258,176,510
fraud_Gerhold LLC
home
44.78
Kristen
Hanson
F
26544 Andrea Glen
Goodrich
MI
48,438
42.9147
-83.4845
6,951
Learning disability nurse
1985-06-18
865fb72f1ceb656d7aea34ec3c7d47f9
1,371,487,860
42.588596
-84.318597
0
1,287,836
2020-06-17 16:51:26
3,567,697,931,646,329
fraud_Donnelly PLC
misc_net
4.7
John
Stevens
M
428 Morgan River
Hudson
NY
12,534
42.247
-73.7552
17,867
Travel agency manager
1998-07-29
fcc95865090f8fd48201ddab1958901f
1,371,487,886
41.898153
-72.819625
0
1,287,837
2020-06-17 16:51:39
3,553,629,419,254,918
fraud_Gaylord-Powlowski
home
6.67
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
1984-09-01
7b42f07cba5ca865d8d59a11e136885d
1,371,487,899
49.085295
-121.398588
0
1,287,838
2020-06-17 16:52:09
4,239,436,242,473
fraud_Champlin and Sons
home
6.95
James
Leon
M
826 Benjamin Stravenue
Alexandria
VA
22,311
38.832
-77.12
321,490
Scientist, biomedical
1991-10-04
234434d3b2c30fe3a0d18d5d46013728
1,371,487,929
38.422599
-76.530033
0
1,287,839
2020-06-17 16:52:45
30,199,621,383,748
fraud_Dietrich-Fadel
health_fitness
107.69
Theresa
Powell
F
117 Natasha Vista Suite 936
Leonard
TX
75,452
33.4044
-96.2238
4,090
Sub
1977-03-23
4f5f332d7502009ea4d144cbcac27cb7
1,371,487,965
33.429469
-95.729863
0
1,287,840
2020-06-17 16:52:54
213,148,039,875,802
fraud_Gottlieb, Considine and Schultz
shopping_net
2.35
Jill
Jacobs
F
034 Kimberly Mountains
Brandon
FL
33,510
27.9551
-82.2966
79,613
Environmental consultant
1978-11-30
7993a6e88739aa87bbc56e68bbb4076a
1,371,487,974
28.746481
-82.17232
0
1,287,841
2020-06-17 16:53:23
4,922,710,831,011,201
fraud_Streich, Rolfson and Wilderman
kids_pets
17.53
Heather
Chase
F
6888 Hicks Stream Suite 954
Manor
PA
15,665
40.3359
-79.6607
1,472
Public affairs consultant
1941-03-07
3e9108af404961d08a8865d797439857
1,371,488,003
39.593951
-80.292888
0
1,287,842
2020-06-17 16:54:15
676,148,621,961
fraud_Berge-Hills
kids_pets
24.86
Jennifer
Vega
F
91644 Crystal Drives
Eagarville
IL
62,023
39.1118
-89.7855
91
Materials engineer
1962-11-18
ba6d150afcfb7dee77ed7db14f52145d
1,371,488,055
39.390384
-89.827035
0
1,287,843
2020-06-17 16:55:10
341,283,058,448,499
fraud_Hauck, Dietrich and Funk
kids_pets
100.86
Mario
Johns
M
62130 Miller Square Suite 785
Brinson
GA
39,825
30.9788
-84.7373
1,461
Engineer, broadcasting (operations)
1935-09-08
c6a20b8f8c1cc6eebf94eae6828b62eb
1,371,488,110
30.927408
-85.34363
0
1,287,844
2020-06-17 16:56:19
4,277,232,699,798,846
fraud_Labadie LLC
personal_care
33.96
Jennifer
Vance
F
13299 Patrick Terrace
Rhame
ND
58,651
46.1664
-103.7079
475
Illustrator
1955-11-10
20095e68dff34124e6c0cc28d5973ab8
1,371,488,179
46.301176
-104.594811
0
1,287,845
2020-06-17 16:57:13
6,011,252,220,172,077
fraud_Kub PLC
personal_care
191.87
Melvin
Wright
M
210 Dean Causeway Suite 130
Alton
IA
51,003
42.9782
-96.0173
1,700
Engineer, land
2001-12-19
466b2530fbf5c117867fd569c09253e2
1,371,488,233
42.045915
-95.23823
0
1,287,846
2020-06-17 16:58:30
4,904,681,492,230,012
fraud_Bauch-Blanda
entertainment
204.65
Lisa
Lowe
F
574 David Locks Suite 207
Cottekill
NY
12,419
41.8467
-74.1038
722
Comptroller
1990-10-19
b1729b936e729c5ca046e7f553678e7c
1,371,488,310
41.216054
-74.742241
0
1,287,847
2020-06-17 16:58:41
4,908,846,471,916,297
fraud_Pouros-Conroy
shopping_pos
7.94
Lauren
Torres
F
03030 White Lakes
Grandview
TX
76,050
32.2779
-97.2351
5,875
Radiographer, therapeutic
1992-07-24
499cc23ecf5bf9472ff13e8bd4fb07c7
1,371,488,321
32.450934
-97.363997
0
1,287,848
2020-06-17 16:58:47
3,598,215,285,024,754
fraud_Denesik, Powlowski and Pouros
home
31.41
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
1970-10-21
3d2712c103e97357f4d36221397376e3
1,371,488,327
39.70773
-72.723967
0
1,287,849
2020-06-17 17:00:15
3,541,160,328,600,277
fraud_Pouros, Walker and Spencer
kids_pets
2.84
Jason
Singh
M
4720 Anna Ways
Murrayville
IL
62,668
39.5723
-90.2379
1,512
Commercial/residential surveyor
2003-05-07
40966d32fe469b81834baa226c8e1867
1,371,488,415
38.694491
-90.995906
0
1,287,850
2020-06-17 17:01:40
675,990,301,623
fraud_Padberg-Sauer
home
41.47
Amanda
Spencer
F
6682 Green Forks
Ogdensburg
NJ
7,439
41.0767
-74.5982
2,456
Senior tax professional/tax inspector
1994-03-13
a3273c44c04aead8d0012a4c7b8bd291
1,371,488,500
41.978164
-75.577644
0
1,287,851
2020-06-17 17:02:23
2,305,336,922,781,618
fraud_Schumm, McLaughlin and Carter
food_dining
13.16
Jeffrey
Rice
M
21447 Powell Circle
Moulton
IA
52,572
40.6866
-92.6833
1,132
Probation officer
1961-02-14
6a553f9e40f406a2a14950280edcb5a1
1,371,488,543
40.335318
-93.162017
0
1,287,852
2020-06-17 17:03:07
345,933,964,507,467
fraud_Yost, Schamberger and Windler
kids_pets
17.39
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
3c1d5683a1718715e8b2734d814dd5c9
1,371,488,587
38.896651
-74.885637
0
1,287,853
2020-06-17 17:03:20
630,469,040,731
fraud_Hartmann, Rowe and Hermann
travel
6.58
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
1936-05-01
8fcb4edbf665a4a4dff195474ad0ed20
1,371,488,600
45.159263
-121.81073
0
1,287,854
2020-06-17 17:04:11
4,973,530,368,125,489,000
fraud_Yost-Rogahn
personal_care
17.21
Mary
Rodriguez
F
8986 Fitzgerald Plains
Winslow
AR
72,959
35.8312
-94.1187
2,786
Musician
1965-09-27
d2197ba7e792a6af5bd5faed55d8d9e8
1,371,488,651
36.651362
-93.289027
0
1,287,855
2020-06-17 17:04:12
4,003,989,662,068,504
fraud_Ankunding-Carroll
travel
8.47
Chris
White
M
98897 Bennett Lodge
Bessemer
AL
35,022
33.3224
-86.9657
71,463
Radio broadcast assistant
1989-02-08
3357beee2058df141d57b02e07f499f7
1,371,488,652
32.876906
-86.120099
0
1,287,856
2020-06-17 17:05:19
3,541,160,328,600,277
fraud_Abbott-Steuber
personal_care
22.53
Jason
Singh
M
4720 Anna Ways
Murrayville
IL
62,668
39.5723
-90.2379
1,512
Commercial/residential surveyor
2003-05-07
a319b90e0975d4b1804f8d78c84ff8de
1,371,488,719
40.494997
-90.213095
0
1,287,857
2020-06-17 17:06:04
378,904,938,837,132
fraud_Bins-Howell
personal_care
1.05
Tina
Zimmerman
F
3595 Susan Island Suite 063
Thomas
OK
73,669
35.7382
-98.7388
1,675
Barrister
1986-05-01
3ecd01f9a9df7083e7e5f55e6283dcf2
1,371,488,764
35.505514
-98.221771
0
1,287,858
2020-06-17 17:06:39
4,476,840,372,112
fraud_Cremin, Hamill and Reichel
misc_pos
2.62
Steven
Walters
M
3206 Hall Divide Suite 282
Woodville
AL
35,776
34.6689
-86.2296
3,395
Editor, commissioning
1979-01-21
2a264694cc15c2b026e1cb0f66dcd5c5
1,371,488,799
35.497076
-86.801932
0
1,287,859
2020-06-17 17:07:29
4,228,411,452,607,671
fraud_Boyer-Reichert
shopping_net
9.25
Aaron
Stewart
M
400 Zuniga Pine
Winthrop
ME
4,364
44.3229
-69.9576
6,025
Advertising account planner
1995-04-22
ba8b14a59ff518cb37ef726037c180e6
1,371,488,849
43.513739
-70.169737
0
1,287,860
2020-06-17 17:09:08
4,158,945,090,781,624
fraud_Stark-Koss
home
31.36
Justin
Bell
M
5323 Walker Island
Pittsburgh
PA
15,217
40.4308
-79.9205
687,276
Scientist, marine
1973-10-19
210d0128d58f97fbcb8b003199957d14
1,371,488,948
39.642356
-79.413058
0
1,287,861
2020-06-17 17:09:40
675,990,301,623
fraud_Langworth LLC
personal_care
48.85
Amanda
Spencer
F
6682 Green Forks
Ogdensburg
NJ
7,439
41.0767
-74.5982
2,456
Senior tax professional/tax inspector
1994-03-13
bf28ca876a31edecebe1319ca93ca81e
1,371,488,980
41.962538
-74.350642
0
1,287,862
2020-06-17 17:10:21
6,011,109,736,646,996
fraud_Heathcote LLC
shopping_net
483.6
Rebecca
Erickson
F
594 Berry Lights Apt. 392
Wilmington
NC
28,405
34.2651
-77.867
186,140
English as a second language teacher
1983-02-08
b77dcdaef0993efedfcc8508a02f4bed
1,371,489,021
35.261272
-77.673754
0
1,287,863
2020-06-17 17:10:39
213,161,869,125,933
fraud_Hermiston, Pacocha and Smith
health_fitness
15.93
Monica
Lane
F
3270 Scott Islands
East Andover
ME
4,226
44.6084
-70.6993
190
Animal nutritionist
1970-04-17
aa19473933cd3615ad4403ae9ffd982b
1,371,489,039
45.190175
-70.660533
0
1,287,864
2020-06-17 17:11:40
6,534,628,260,579,800
fraud_Medhurst Inc
home
29.57
Christine
Harris
F
29606 Martinez Views Suite 653
Hinesburg
VT
5,461
44.3346
-73.098
4,542
Claims inspector/assessor
1998-03-19
d3f6ed2ff0edd7618b318e95cfc186b1
1,371,489,100
44.358865
-72.581006
0
1,287,865
2020-06-17 17:12:50
4,450,831,335,606,294
fraud_Torphy-Goyette
shopping_pos
1.25
Donna
Davis
F
6760 Donovan Lakes
Clayton
OK
74,536
34.5906
-95.38
1,760
Occupational psychologist
1972-01-20
60573810bbc390546f577e150d5d7d0a
1,371,489,170
35.073479
-96.288919
0
1,287,866
2020-06-17 17:13:41
30,487,648,872,433
fraud_Johnston-Casper
travel
4.36
Stephanie
Crane
F
144 Martinez Curve
Central
IN
47,110
38.097
-86.1723
350
Counsellor
1955-01-05
b9750b8973f4160ef5e8164c1efc920e
1,371,489,221
37.408768
-85.805113
0
1,287,867
2020-06-17 17:14:01
30,230,540,139,182
fraud_Kautzer and Sons
personal_care
77.69
Hayden
Sanders
M
8465 Reed Green Suite 559
Montandon
PA
17,850
40.9661
-76.8575
645
Orthoptist
1974-05-18
a6409057681ac87663eb48ce01c61672
1,371,489,241
40.796003
-76.312081
0
1,287,868
2020-06-17 17:16:55
3,564,839,259,330,465
fraud_Upton PLC
entertainment
19.75
Robert
Ashley
M
1250 Christopher Prairie Suite 016
Port Costa
CA
94,569
38.046
-122.1866
198
Armed forces training and education officer
1959-03-31
06e52cf6879cc0d957a5fbd32791db65
1,371,489,415
37.344892
-122.60048
0
1,287,869
2020-06-17 17:18:48
573,860,193,545
fraud_Dare-Marvin
entertainment
21.47
Cristian
Jones
M
0423 Kirby Field Suite 623
Wilmette
IL
60,091
42.0765
-87.7246
27,020
Trade mark attorney
1986-07-23
9fadb78f5f44046dbc414202e4333cb0
1,371,489,528
43.016651
-87.350129
0
1,287,870
2020-06-17 17:19:05
376,012,912,828,093
fraud_Lubowitz, Terry and Stracke
personal_care
47.61
Nathan
Mayer
M
478 Donovan Corners Apt. 803
Schaumburg
IL
60,193
42.0144
-88.0935
92,294
Claims inspector/assessor
1969-05-01
422e868054fab6f81e953b3d001bde03
1,371,489,545
41.299486
-88.946162
0
1,287,871
2020-06-17 17:19:29
345,933,964,507,467
fraud_Friesen Inc
shopping_pos
6.05
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
d433fcbb11aca7880cfde5912f48fe1c
1,371,489,569
37.770147
-75.474624
0
1,287,872
2020-06-17 17:19:31
4,026,222,041,577
fraud_Witting, Beer and Ernser
home
4.95
Debbie
Payne
F
204 Ashley Neck Apt. 169
Preston
CT
6,365
41.5224
-71.9934
4,720
Broadcast presenter
1977-05-18
1135b095c3982faec44b0bc0a9d9f4a6
1,371,489,571
40.977829
-71.469675
0
1,287,873
2020-06-17 17:19:34
3,582,754,887,089,201
fraud_Stark-Koss
home
78.54
Terrance
Mckinney
M
42965 Christopher Fords Suite 659
Norman
AR
71,960
34.4596
-93.6743
1,383
Magazine features editor
1966-08-08
8ef411f1179407c8bb2569d69580d786
1,371,489,574
34.416987
-93.348002
0
1,287,874
2020-06-17 17:20:41
3,501,942,333,500,073
fraud_Kuhn LLC
shopping_pos
8.93
Lori
Bishop
F
08056 Alvarado Club Suite 699
Phoenix
AZ
85,086
33.8155
-112.1202
1,312,922
Counselling psychologist
1999-11-30
3efd4f3d0c20d06cec90b69470d6541d
1,371,489,641
34.091728
-111.914181
0
1,287,875
2020-06-17 17:21:21
6,526,955,903,501,879
fraud_Reichel, Bradtke and Blanda
travel
9.41
Jennifer
Scott
F
7351 Cindy Well Suite 099
Naples
FL
34,120
26.3304
-81.5871
276,002
Medical technical officer
1950-12-14
04e6cad683c61c542dc629f7311993d4
1,371,489,681
26.777297
-81.692563
0
1,287,876
2020-06-17 17:22:19
4,452,366,298,769,043
fraud_Hettinger, McCullough and Fay
home
5.25
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
5dcfe4106c41437d354e9918f57d0249
1,371,489,739
31.091762
-97.075043
0
1,287,877
2020-06-17 17:23:02
4,681,699,462,969
fraud_Reilly and Sons
health_fitness
79.21
Joseph
Gonzalez
M
319 Wendy Fort Suite 179
Murfreesboro
TN
37,132
35.8596
-86.421
158,701
Journalist, newspaper
1978-03-06
899819bdc9724873e1d422550f945601
1,371,489,782
35.586676
-86.495016
0
1,287,878
2020-06-17 17:24:59
4,642,894,980,163
fraud_Schroeder, Hauck and Treutel
entertainment
37.08
Eddie
Mendez
M
1831 Faith View Suite 653
Clarinda
IA
51,632
40.7491
-95.038
7,297
IT trainer
1990-07-13
24a9fcd3652b560ca29265c0cd28fbe9
1,371,489,899
40.184123
-94.599869
0
1,287,879
2020-06-17 17:25:08
4,383,521,454,815
fraud_Spencer PLC
entertainment
8.92
John
Robertson
M
209 Austin Stream Apt. 231
Indianapolis
IN
46,290
39.9347
-86.1633
910,148
Academic librarian
1987-09-22
0def048b0d7bf1e4d947b24e99462d36
1,371,489,908
40.634106
-87.044691
0
1,287,880
2020-06-17 17:25:21
60,487,002,085
fraud_Greenholt, O'Hara and Balistreri
shopping_net
3.5
David
White
M
66234 Hall Lock Suite 758
Jackson
MS
39,211
32.3739
-90.1293
233,060
Horticulturist, commercial
1972-08-15
aacbb1ccc03fae3d70f257ae5a47a2ed
1,371,489,921
31.812586
-89.280417
0
1,287,881
2020-06-17 17:27:04
4,155,021,259,183,870
fraud_Kuhn Group
food_dining
3.66
Renee
Parrish
F
174 Jennifer Meadow Apt. 467
Mountain Park
OK
73,559
34.7032
-98.9591
540
Research scientist (life sciences)
1983-10-12
37e3fc802093847f06f0c03b2694d9ba
1,371,490,024
33.799441
-98.697658
0
1,287,882
2020-06-17 17:28:43
5,456,776,410,929,288
fraud_Howe PLC
entertainment
145.82
Taylor
Khan
F
658 Diane Glen Apt. 677
North Washington
PA
16,048
41.0472
-79.8089
139
Patent attorney
1954-05-25
ccc8b690a9fd194f226c307be0658ba5
1,371,490,123
41.45361
-79.65219
0
1,287,883
2020-06-17 17:28:48
5,580,563,567,307,107
fraud_Renner Ltd
home
84.5
Stanley
Dickson
M
078 Alex Fields
Smock
PA
15,480
39.9961
-79.7678
1,946
Charity fundraiser
1990-06-21
40be4b2b13bf0016b9be9c2df6bbb92d
1,371,490,128
39.400395
-80.643455
0
1,287,884
2020-06-17 17:30:01
6,534,628,260,579,800
fraud_Baumbach, Hodkiewicz and Walsh
shopping_pos
9.18
Christine
Harris
F
29606 Martinez Views Suite 653
Hinesburg
VT
5,461
44.3346
-73.098
4,542
Claims inspector/assessor
1998-03-19
e0942df815c9c19fa13db1260836c23a
1,371,490,201
44.429733
-72.333308
0
1,287,885
2020-06-17 17:31:15
3,521,815,216,091,574
fraud_Champlin-Casper
home
80.66
Wayne
Marsh
M
172 Leonard Island
Dumont
CO
80,436
39.7532
-105.6356
565
Mental health nurse
1978-08-27
35f85b5f4e649984baae47ffa9cf714d
1,371,490,275
38.764801
-105.667425
0
1,287,886
2020-06-17 17:31:20
4,220,345,354,880
fraud_Veum-Koelpin
travel
8.93
Patrick
Torres
M
27386 Snyder Station
Oxford
MI
48,371
42.8223
-83.2829
24,840
Agricultural consultant
1960-01-20
11847429d147878e4e5798b981e47d5f
1,371,490,280
42.771378
-82.420594
0
1,287,887
2020-06-17 17:31:40
4,451,952,084,362,894
fraud_Botsford PLC
home
73.98
Joseph
Davis
M
941 Adam Stravenue
Nazareth
TX
79,063
34.5444
-102.1069
686
Petroleum engineer
1980-07-30
5ca87f60a9485f9fe8dd8231e29917fc
1,371,490,300
35.462295
-102.65558
0
1,287,888
2020-06-17 17:32:16
3,593,118,134,380,341
fraud_Kling, Howe and Schneider
home
24.03
Laura
Casey
F
6114 Moran Way
Steuben
ME
4,680
44.4971
-67.9503
1,131
Make
1959-05-10
c091aba0627343e2a052a86d2808ca28
1,371,490,336
44.169241
-68.100174
0
1,287,889
2020-06-17 17:32:39
3,593,399,694,467,427
fraud_Quitzon-Goyette
home
42.22
Douglas
Smith
M
85932 Marc Throughway Apt. 080
Knowlesville
NY
14,479
43.2363
-78.3138
275
TEFL teacher
1964-08-18
064c9b24f004aa6c1a1ae44a13baf138
1,371,490,359
43.554619
-77.605276
0
1,287,890
2020-06-17 17:33:15
38,588,538,868,506
fraud_Will Ltd
food_dining
42.88
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
a6e8bd608aeb971d0163dbafb0c3f987
1,371,490,395
30.274558
-103.572568
0
1,287,891
2020-06-17 17:34:05
370,877,495,212,014
fraud_Pacocha-Weissnat
kids_pets
7.72
Sarah
Clark
F
25961 Beverly Union Apt. 042
North Wilkesboro
NC
28,659
36.2017
-81.1286
21,134
Dispensing optician
1984-03-06
b2e18245fac71f0e5b99addcc0b030f4
1,371,490,445
35.731416
-81.435155
0
1,287,892
2020-06-17 17:37:19
4,328,928,491,302,401
fraud_Rempel Inc
shopping_net
48.03
Margaret
Ray
F
927 Cummings Manor Suite 318
Greendale
WI
53,129
42.9373
-87.9943
13,973
Logistics and distribution manager
1981-05-06
5a510a6b2633c2ad16157084b5084a04
1,371,490,639
43.711402
-87.380824
0
1,287,893
2020-06-17 17:37:27
180,042,946,491,150
fraud_Keeling-Crist
misc_pos
2.93
Charles
Robles
M
3337 Lisa Divide
Saint Petersburg
FL
33,710
27.7898
-82.7243
341,043
Engineer, land
1989-02-28
e30aed19ded7b875f61917a1d4c47358
1,371,490,647
28.609475
-83.327201
0
1,287,894
2020-06-17 17:37:32
4,198,470,814,557
fraud_Armstrong, Walter and Gottlieb
food_dining
73.85
Christie
Williamson
F
519 Jerry Views
Avoca
IA
51,521
41.4768
-95.3509
2,036
Engineering geologist
1971-08-20
a711f7e8f2ae2b64710f9bcc83ec7343
1,371,490,652
42.199083
-95.527983
0
1,287,895
2020-06-17 17:38:13
30,407,675,418,785
fraud_Jacobi and Sons
shopping_pos
7.38
Danielle
Evans
F
76752 David Lodge Apt. 064
Breesport
NY
14,816
42.1939
-76.7361
520
Psychotherapist
1991-10-13
8b1f8b328c607e54008bad0a577ea12b
1,371,490,693
41.243318
-75.906137
0
1,287,896
2020-06-17 17:39:21
6,526,448,584,969,862
fraud_Gulgowski LLC
home
65.3
Nathan
Stewart
M
63502 Brown Road Apt. 318
West Long Branch
NJ
7,764
40.2878
-74.0162
8,097
Mechanical engineer
1964-02-18
d191e2c5eb677a79176ed4fcafd6487b
1,371,490,761
39.510898
-73.765725
0
1,287,897
2020-06-17 17:40:32
4,223,708,906,367,574,000
fraud_Moore, Williamson and Emmerich
home
72.18
Adam
Riddle
M
27718 Mason Bypass
Mount Saint Joseph
OH
45,051
39.0965
-84.6431
177
Exhibition designer
1974-05-30
560baf4aac28842eeb2eb6861449c6c7
1,371,490,832
38.155766
-84.050726
0
1,287,898
2020-06-17 17:40:44
3,567,527,758,368,741
fraud_Kirlin and Sons
personal_care
47.34
Amanda
Vance
F
14601 Downs Skyway Apt. 440
Sterling City
TX
76,951
31.8351
-101.0017
1,143
Scientist, biomedical
1962-03-19
169ff9a56c9d2e4648728751b6cdfafe
1,371,490,844
32.127155
-101.223898
0
1,287,899
2020-06-17 17:41:04
371,009,169,330,125
fraud_Altenwerth-Kilback
home
109.14
Randall
Burgess
M
393 Carroll Route Suite 197
Norman Park
GA
31,771
31.2462
-83.6549
5,666
Rural practice surveyor
2003-09-14
5c025ca32df49acc0bda6d3bcd1fad0d
1,371,490,864
32.224818
-84.494165
0