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
13,900
2020-06-25 23:49:43
377,026,671,291,680
fraud_Larkin Ltd
kids_pets
35.06
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
6778eb0032d97883e98b0f234a320e50
1,372,204,183
36.460265
-91.746997
0
13,901
2020-06-25 23:51:18
4,067,137,330,196,900
fraud_O'Connell-Ullrich
home
138.94
Christina
Eaton
F
3256 Brooks Field
Eldridge
AL
35,554
33.9315
-87.6194
1,186
Politician's assistant
1986-11-12
35d00aaf4c83842cf1c01274c5ca8ea5
1,372,204,278
33.811325
-87.224119
0
13,902
2020-06-25 23:51:22
375,082,648,741,747
fraud_Bashirian Group
shopping_net
4,622.47
Shannon
Bell
F
2918 David Spurs
Georgetown
MN
56,546
47.0999
-96.727
346
Research officer, trade union
1976-12-14
2b3b95424b8ed908a04d3e680a0e3d6a
1,372,204,282
46.790234
-97.028372
0
13,903
2020-06-25 23:52:29
375,534,208,663,984
fraud_Cummerata-Hilpert
entertainment
70.56
Tyler
Garcia
M
408 Bradley Rest
Doe Hill
VA
24,433
38.4207
-79.4629
99
Dance movement psychotherapist
1986-03-28
5dc1b526b406a5aef6cde7fc9fe0162c
1,372,204,349
38.451742
-78.784236
0
13,904
2020-06-25 23:54:10
340,951,438,290,556
fraud_Hermiston, Russel and Price
food_dining
42.77
Maria
Garcia
F
865 Thomas Village
Orangeburg
NY
10,962
41.0442
-73.9609
5,950
Records manager
1971-07-02
d72222968ede734e219d6c84535df24e
1,372,204,450
41.688341
-73.441179
0
13,905
2020-06-25 23:54:11
3,560,797,065,840,735
fraud_Heller PLC
health_fitness
20.71
Janet
Turner
F
0925 Lang Extensions
Shields
ND
58,569
46.1838
-101.2589
77
Film/video editor
1989-12-17
499de1220d6f17d41d1d0215a3ddc93e
1,372,204,451
46.193609
-102.191523
0
13,906
2020-06-25 23:54:11
377,113,842,678,100
fraud_Roberts, Ryan and Smith
personal_care
236.93
Billy
Gallagher
M
673 Delgado Burg
Greenwich
NJ
8,323
39.4055
-75.3209
804
Insurance risk surveyor
1965-03-25
ca0a7f99d56bae022da08de2deee3735
1,372,204,451
39.155667
-75.618897
0
13,907
2020-06-25 23:54:20
4,452,366,298,769,043
fraud_Carroll PLC
health_fitness
85.74
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
744ceee5071493733cf60f890c92ab90
1,372,204,460
31.144643
-95.80228
0
13,908
2020-06-25 23:54:29
675,945,690,716
fraud_Thompson-Gleason
health_fitness
22.34
Ellen
Smith
F
285 George Lake
Beaver Falls
PA
15,010
40.7687
-80.3592
28,425
Podiatrist
2000-06-09
2098603f34d79c72382bf433898cbe3a
1,372,204,469
39.929699
-81.227128
0
13,909
2020-06-25 23:54:30
3,545,109,339,866,548
fraud_Kihn Inc
shopping_pos
1.56
Keith
Sanders
M
8030 Beck Motorway
Moorhead
MS
38,761
33.4783
-90.5142
2,870
Chartered public finance accountant
1999-03-05
d66291d4b919bae236d7bf381365aec0
1,372,204,470
33.684312
-91.197504
0
13,910
2020-06-25 23:54:32
3,521,417,320,836,166
fraud_Kihn, Abernathy and Douglas
shopping_net
42.26
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
4b54299b14f30856416032ca07efa909
1,372,204,472
39.141419
-85.394092
0
13,911
2020-06-25 23:54:46
3,545,109,339,866,548
fraud_Konopelski, Schneider and Hartmann
food_dining
11.39
Keith
Sanders
M
8030 Beck Motorway
Moorhead
MS
38,761
33.4783
-90.5142
2,870
Chartered public finance accountant
1999-03-05
a4269a289d05ac72de809a9202c7191e
1,372,204,486
32.886566
-91.456546
0
13,912
2020-06-25 23:55:00
30,273,037,698,427
fraud_Prosacco, Kreiger and Kovacek
home
67.72
Andrew
Patterson
M
06959 Stephen Branch Suite 246
Thida
AR
72,165
35.5762
-91.4539
111
Careers information officer
2000-06-13
32daf5a2cc6e8065f322f6508d36162e
1,372,204,500
34.780525
-92.44303
0
13,913
2020-06-25 23:56:13
4,378,993,458,389,626
fraud_Schmitt Ltd
misc_net
8.52
Travis
Hayes
M
1561 Chase Grove
Conway
NH
3,818
43.9742
-71.1503
3,807
Surgeon
1999-10-25
04a24738cc4a0abf1e1ea5903b842922
1,372,204,573
43.976073
-70.908826
0
13,914
2020-06-25 23:57:17
6,011,109,736,646,996
fraud_Crona and Sons
kids_pets
31.42
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
2ac8f4ed2c998c475a07364158994018
1,372,204,637
33.767104
-77.409294
0
13,915
2020-06-25 23:58:12
3,589,255,887,819,806
fraud_Kassulke PLC
shopping_net
4.82
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
1984-02-14
0a74eb5a409f47c5db42d4f0f0b3416b
1,372,204,692
40.611897
-79.065794
0
13,916
2020-06-25 23:59:15
4,555,104,582,813,474
fraud_Lubowitz-Walter
kids_pets
57.96
Chris
Daniel
M
025 White Fork Apt. 633
Rock Glen
PA
18,246
40.954
-76.1747
143
Health and safety adviser
1982-02-19
ea1f4e1a0b8f1ba57da46eb9defae243
1,372,204,755
40.157323
-75.887817
0
13,917
2020-06-25 23:59:43
377,550,167,323,848
fraud_Schoen-Quigley
kids_pets
83.77
Kevin
Walters
M
87227 Tapia Burgs
Auburn
ME
4,210
44.0948
-70.239
23,045
Tourist information centre manager
1958-09-02
5f9c511403aa577ccd705ddb258b3ff2
1,372,204,783
44.468689
-70.618523
0
13,918
2020-06-26 00:03:06
2,512,312,531,485,080
fraud_Mohr Inc
shopping_pos
7.13
John
Mccormick
M
79414 Clark Lakes Suite 966
Warren
MI
48,088
42.5164
-82.9832
134,056
Producer, radio
1956-10-08
503abd4744dd6205c937b5f2486fab55
1,372,204,986
41.679734
-82.300706
0
13,919
2020-06-26 00:04:11
3,565,414,434,959,494
fraud_Conroy-Cruickshank
gas_transport
92.77
Ryan
Arnold
M
2056 Michael Wells Apt. 348
Prairie Creek
IN
47,869
39.4336
-87.4101
137
Materials engineer
1967-03-12
6e594b7f30e1a6949fd6bf6941d8c05a
1,372,205,051
38.910909
-87.792444
0
13,920
2020-06-26 00:04:44
4,904,681,492,230,012
fraud_Casper, Hand and Zulauf
grocery_pos
112.76
Lisa
Lowe
F
574 David Locks Suite 207
Cottekill
NY
12,419
41.8467
-74.1038
722
Comptroller
1990-10-19
c2d9f91f7934e5196ab7afac27d2cc1f
1,372,205,084
41.41896
-73.465575
0
13,921
2020-06-26 00:05:08
340,953,839,692,349
fraud_Wolf Inc
grocery_pos
106.44
Tyler
Wright
M
615 Clarke Spring Apt. 172
Warren
MI
48,088
42.5164
-82.9832
134,056
Doctor, hospital
1980-05-18
15a926ab38070c00d486049266e99eb6
1,372,205,108
42.888531
-83.14669
0
13,922
2020-06-26 00:06:33
2,242,542,703,101,233
fraud_Friesen-Stamm
gas_transport
48.83
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
999350ba5376659005b4cf5897f1b88c
1,372,205,193
37.556069
-85.715787
0
13,923
2020-06-26 00:06:48
4,800,395,067,176,717
fraud_Botsford Ltd
shopping_pos
22.79
Daniel
Owens
M
88794 Mandy Lodge Apt. 874
Howells
NE
68,641
41.6964
-96.9858
1,063
Research scientist (maths)
1928-04-02
cafd43b1eb67ae6803840ead8bf4de05
1,372,205,208
41.457613
-96.251866
0
13,924
2020-06-26 00:07:19
4,939,976,756,738,216
fraud_Rutherford, Homenick and Bergstrom
grocery_net
23.43
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
78cd77196b66f004c95547f2401476cb
1,372,205,239
25.454489
-99.210616
0
13,925
2020-06-26 00:08:31
4,457,732,997,086,323,700
fraud_Baumbach, Hodkiewicz and Walsh
shopping_pos
143.1
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
1987-05-19
020c1d32aeaa4ae029dfd706193f1377
1,372,205,311
39.126705
-119.784707
0
13,926
2020-06-26 00:10:03
213,113,338,379,864
fraud_Fadel, Mertz and Rippin
entertainment
117.21
Larry
Vaughan
M
83555 Melinda Spurs
Kingsville
MD
21,087
39.4558
-76.4147
5,451
Science writer
1961-12-05
540d9471885c68f9d071b121cd77c1b7
1,372,205,403
40.040511
-77.209305
0
13,927
2020-06-26 00:14:36
6,011,893,664,860,915
fraud_Kutch-Hegmann
grocery_net
59.17
Erin
Chavez
F
3379 Williams Common
Littleton
CO
80,120
39.5994
-105.0044
320,420
Water engineer
1975-07-31
d96bc59262a0b7506b39b63f986652c2
1,372,205,676
38.901192
-104.75219
0
13,928
2020-06-26 00:16:37
4,658,490,815,480,264
fraud_Dach-Nader
misc_net
7.83
Tara
Richards
F
4879 Cristina Station
Keisterville
PA
15,449
39.9636
-79.7853
184
Systems developer
1945-11-04
1b10ff0d0b3b7db42060270029fa3f9f
1,372,205,797
39.102061
-79.132491
0
13,929
2020-06-26 00:16:53
341,542,810,616,333
fraud_Hayes, Marquardt and Dibbert
misc_net
3.17
Billy
Mcdonald
M
304 Ryan Port Suite 335
Camden
MO
64,017
39.2048
-94.0259
464
Colour technologist
1959-05-28
3179d22ad8147c1a2ae309c2d9dd4893
1,372,205,813
39.378512
-94.700152
0
13,930
2020-06-26 00:17:34
4,302,475,216,404,898
fraud_Lakin, Ferry and Beatty
food_dining
97.76
Daniel
Cain
M
384 Newman Forks Apt. 370
Belmond
IA
50,421
42.8511
-93.62
3,032
Community pharmacist
1964-08-08
9fe6bab26d5304e658ad9d81183bb8b7
1,372,205,854
42.352343
-93.783892
0
13,931
2020-06-26 00:18:22
4,464,457,352,619
fraud_Schaefer, McGlynn and Bosco
gas_transport
58.41
Breanna
Rodriguez
F
118 Cabrera Springs Apt. 105
Lanark Village
FL
32,323
29.8826
-84.5964
217
Television production assistant
1990-01-24
2666cb81a55315c29441fac924ea413b
1,372,205,902
30.863789
-83.867939
0
13,932
2020-06-26 00:20:13
30,360,260,465,747
fraud_Kuhn LLC
shopping_pos
3.51
Jennifer
Garcia
F
28777 Stewart Plains Apt. 495
Putnam
IL
61,560
41.1949
-89.4409
754
Presenter, broadcasting
1962-05-13
c6115bd8679f05f1d81ebdd5cf7614b7
1,372,206,013
40.379989
-90.422722
0
13,933
2020-06-26 00:20:16
573,283,817,795
fraud_Deckow-O'Conner
grocery_pos
89.68
Amy
Flynn
F
46095 Tara Fords
Jaffrey
NH
3,452
42.8178
-72.0275
5,457
Surveyor, hydrographic
1950-04-17
02f378ddc1f3051b8e39ee14a119b4e6
1,372,206,016
42.162889
-72.491231
0
13,934
2020-06-26 00:20:39
377,654,590,313,960
fraud_Raynor, Reinger and Hagenes
gas_transport
50.18
Lawrence
Davis
M
7421 Serrano Lane Apt. 580
Powell
TN
37,849
36.0435
-84.04
25,459
Teacher, special educational needs
1969-02-22
8aa8046d16666d07c9e388d3ecfee4e8
1,372,206,039
35.345977
-84.143878
0
13,935
2020-06-26 00:21:09
6,011,860,238,257,910
fraud_Casper, Hand and Zulauf
grocery_pos
107.71
Lisa
Mendez
F
44259 Beth Station Suite 215
Lahoma
OK
73,754
36.385
-98.0727
1,078
Programme researcher, broadcasting/film/video
1952-07-06
d3c5c01b7bd3068a1b53500aa4074e5c
1,372,206,069
36.237014
-97.600924
0
13,936
2020-06-26 00:21:24
213,113,028,819,344
fraud_Bauch-Raynor
grocery_pos
72.22
Melanie
Jimenez
F
77944 Daniels Valley Suite 921
Camden
NY
13,316
43.3392
-75.7543
6,460
Building control surveyor
1959-09-27
bdbfed5a45d9efbbcd6116138ed4dabb
1,372,206,084
43.977658
-74.794763
0
13,937
2020-06-26 00:21:55
3,547,560,454,237,873
fraud_Christiansen, Goyette and Schamberger
gas_transport
84.36
Jerry
Robinson
M
212 Mary Stream
Arcadia
MI
49,613
44.5232
-86.2061
680
Designer, jewellery
1966-12-21
e219736c391c4b4737501bde1773c6b6
1,372,206,115
44.802821
-86.244427
0
13,938
2020-06-26 00:23:03
4,066,595,222,529
fraud_Dooley Inc
shopping_pos
3.73
Jamie
Olson
F
3423 Michael Canyon Suite 276
River
KY
41,254
37.8795
-82.7251
571
Quarry manager
1931-03-07
9702dfdbc1c38322a184c9fb701a9be8
1,372,206,183
38.754409
-81.824391
0
13,939
2020-06-26 00:24:01
30,234,966,027,947
fraud_Heller, Gutmann and Zieme
grocery_pos
65.77
Matthew
Lambert
M
7188 Melissa Crest Apt. 151
New Holstein
WI
53,061
43.9446
-88.0911
5,196
Child psychotherapist
1978-01-22
71f028e44366e2269d3ab108b1f32273
1,372,206,241
42.961038
-88.066561
0
13,940
2020-06-26 00:24:37
30,404,291,151,692
fraud_Huel-Langworth
misc_net
51.64
Savannah
Lewis
F
537 Walker Freeway
North Tonawanda
NY
14,120
43.0498
-78.851
45,100
Ambulance person
1993-10-25
22b44cbf0639cacd6d166484ca8aa214
1,372,206,277
43.59243
-79.275938
0
13,941
2020-06-26 00:26:16
4,048,508,450,704,760
fraud_Kutch LLC
gas_transport
39.85
Cheryl
Melton
F
5053 Bell Crescent Apt. 255
Fullerton
NE
68,638
41.366
-98.0054
1,749
Surveyor, mining
1973-05-07
1efe6b320e2e6b66c26c50ae8bff8806
1,372,206,376
42.170257
-97.571574
0
13,942
2020-06-26 00:27:43
3,540,210,836,308,425
fraud_Kerluke PLC
misc_net
84.19
Steven
Yoder
M
94975 David Mews Apt. 316
Summerfield
TX
79,085
34.7437
-102.5064
53
Fisheries officer
1992-06-19
7e3c7d718fe1a83b9ef55e72e3a76da3
1,372,206,463
33.863333
-102.084099
0
13,943
2020-06-26 00:28:15
4,917,187,576,956,394
fraud_Fisher-Schowalter
shopping_net
18.07
Joel
Rivera
M
121 Solis Summit Apt. 934
Tryon
OK
74,875
35.8759
-96.9623
1,165
Psychotherapist, child
1944-11-11
f3dca2ed38e91fa7ef573a47b4f13df0
1,372,206,495
36.590016
-96.183671
0
13,944
2020-06-26 00:29:14
374,125,201,044,065
fraud_Kilback LLC
grocery_pos
82.07
Christopher
Gilbert
M
20937 Reed Lakes Apt. 271
Washington
DC
20,012
38.9757
-77.0282
601,723
Optician, dispensing
1970-07-20
d1a672fc60a13c4c00817757dc1890bb
1,372,206,554
39.881351
-76.059354
0
13,945
2020-06-26 00:30:25
36,913,587,729,122
fraud_Swift, Bradtke and Marquardt
grocery_net
55.9
Ana
Mccormick
F
4503 Patricia Route
Meridian
ID
83,646
43.6498
-116.4306
84,106
Intelligence analyst
1971-02-11
76c5af2b6668ae3d0f7d6c69733f3fb1
1,372,206,625
43.125158
-115.653873
0
13,946
2020-06-26 00:30:27
4,783,226,709,001
fraud_Reichert, Shanahan and Hayes
shopping_net
268.89
Jessica
Garcia
F
13108 Jennifer Passage
Mc Cracken
KS
67,556
38.5957
-99.554
320
Film/video editor
1961-04-22
720b2f941a415040d4892756dcff3a90
1,372,206,627
38.837276
-99.917717
0
13,947
2020-06-26 00:31:30
3,595,192,916,105,588
fraud_Schoen, Kuphal and Nitzsche
grocery_pos
47.34
Dustin
Roberts
M
3283 James Station
Fayetteville
NC
28,314
35.0583
-79.008
238,602
Scientist, research (maths)
1993-05-14
d660a668144bbe9111ae2028d0115d0c
1,372,206,690
35.173751
-79.050575
0
13,948
2020-06-26 00:32:01
4,239,552,724,014,407
fraud_Kihn, Abernathy and Douglas
shopping_net
29.96
Carl
Hernandez
M
9134 Darryl Flat Suite 916
Paulding
OH
45,879
41.141
-84.5722
6,284
Secondary school teacher
1936-03-27
3351e20a47c8fbff76454aca4c0c1d14
1,372,206,721
40.390711
-84.828968
0
13,949
2020-06-26 00:32:17
213,178,765,398,315
fraud_Goldner, Kovacek and Abbott
grocery_pos
98.64
Alan
Colon
M
748 Bryan Fields Suite 935
Riverton
WY
82,501
43.0351
-108.2024
19,408
Lecturer, higher education
1993-09-11
288ca46158f020651b8b93672f85c965
1,372,206,737
43.784313
-107.50838
0
13,950
2020-06-26 00:32:22
213,102,873,001,603
fraud_Stroman, Hudson and Erdman
gas_transport
51.82
Joanne
Padilla
F
477 Alejandro Knolls Suite 828
Gardiner
OR
97,441
43.7857
-124.1437
260
Engineer, maintenance
1956-09-01
5e90498485a860461d8ebb0f29a50a4f
1,372,206,742
43.31292
-124.626667
0
13,951
2020-06-26 00:32:28
3,564,839,259,330,465
fraud_McDermott-Weimann
grocery_pos
149.65
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
8bbfff3c64b14c84ee76bbc2146eacb8
1,372,206,748
37.165923
-123.170752
0
13,952
2020-06-26 00:32:50
4,587,657,402,165,341,700
fraud_Kling-Grant
grocery_net
29.59
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
2004-05-08
186214886f58432aa58c833bfa59f561
1,372,206,770
41.234247
-88.132111
0
13,953
2020-06-26 00:33:18
342,351,256,941,125
fraud_Lehner, Mosciski and King
misc_net
265.59
Rebecca
Obrien
F
5619 Mendoza Inlet
Juliette
GA
31,046
33.1194
-83.8235
3,343
Theatre manager
1990-06-08
d661ee0be949ea69cc57dd2fe23970a9
1,372,206,798
33.013626
-84.147314
0
13,954
2020-06-26 00:33:21
30,181,367,542,315
fraud_Bashirian Group
shopping_net
986.24
Danielle
Walker
F
9824 Mitchell Run
Powell Butte
OR
97,753
44.2415
-121.0113
2,016
Local government officer
1953-12-25
44b377dc4b8280e03dccaaa5c8afdd12
1,372,206,801
44.338467
-121.222536
0
13,955
2020-06-26 00:33:34
30,175,986,190,993
fraud_Dooley Inc
shopping_pos
5.4
Rebecca
Butler
F
0665 Lisa Alley
Winger
MN
56,592
47.5375
-95.9941
516
Applications developer
1966-06-07
b220eacf33f71e37a119dfcbf1d649b4
1,372,206,814
48.368299
-96.842506
0
13,956
2020-06-26 00:33:42
4,181,833,256,558,614,000
fraud_Kunze Inc
grocery_pos
103.25
Jessica
Potter
F
7600 Stephen Course Suite 031
Red River
NM
87,558
36.6659
-105.4694
606
Surveyor, land/geomatics
1988-09-06
f05fc9c5ea247bdcfb90ef83dc7c7e62
1,372,206,822
36.640811
-104.734654
0
13,957
2020-06-26 00:33:49
4,503,101,193,493,053,000
fraud_McDermott-Weimann
grocery_pos
185.74
Katherine
Tucker
F
670 Le Meadows Suite 250
Lakeland
FL
33,811
27.9865
-82.0139
237,282
Clothing/textile technologist
1979-07-03
31ecfb65bbe1665cc2a6fb9f52bdafa6
1,372,206,829
28.92168
-81.847252
0
13,958
2020-06-26 00:35:26
3,583,635,130,604,947
fraud_Pacocha-O'Reilly
grocery_pos
184.52
Crystal
Gamble
F
899 Michele View Suite 960
Philadelphia
PA
19,149
40.0369
-75.0664
1,526,206
Structural engineer
1985-01-01
df6ac6f3909060f81a2685f4df8eb38f
1,372,206,926
39.643472
-74.99653
0
13,959
2020-06-26 00:36:38
2,256,234,701,263,057
fraud_Kihn, Abernathy and Douglas
shopping_net
2.33
Christopher
Grimes
M
39631 Dunn Radial
Grantham
NH
3,753
43.5103
-72.1334
2,971
Charity fundraiser
1948-04-11
15191d76297e06f9e02f14b6fd953f7f
1,372,206,998
43.027511
-71.824131
0
13,960
2020-06-26 00:36:56
3,583,635,130,604,947
fraud_Wiza, Schaden and Stark
misc_pos
14.92
Crystal
Gamble
F
899 Michele View Suite 960
Philadelphia
PA
19,149
40.0369
-75.0664
1,526,206
Structural engineer
1985-01-01
b1ac6f3e0fc40b557ababd685a20641c
1,372,207,016
40.435848
-74.407291
0
13,961
2020-06-26 00:37:52
3,533,742,182,628,021
fraud_McCullough Group
grocery_net
13.33
Robert
Haynes
M
857 Aaron Circles Suite 398
Johns Island
SC
29,455
32.8357
-79.8217
20,478
Materials engineer
1997-06-04
a7f979dfbaa42cd5cdbefe87569a80e2
1,372,207,072
31.863075
-80.249547
0
13,962
2020-06-26 00:37:57
3,550,554,389,581,384
fraud_Schaefer, McGlynn and Bosco
gas_transport
66.19
Ryan
Foster
M
03921 Cole Mission Suite 882
Hampton
FL
32,044
29.8575
-82.1483
2,060
Oncologist
1983-11-10
0c9cc3e6af46ba127796689fa84e4b8b
1,372,207,077
30.827874
-82.99654
0
13,963
2020-06-26 00:38:14
2,720,433,095,629,877
fraud_Raynor, Reinger and Hagenes
gas_transport
65.77
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
cb69c6a3d05dede3430f499d4b9e7fa4
1,372,207,094
43.843008
-70.167012
0
13,964
2020-06-26 00:38:57
375,904,527,651,269
fraud_Streich, Hansen and Veum
gas_transport
35.49
Ryan
Cook
M
75952 Wilson Course
Roseland
NE
68,973
40.4591
-98.5551
463
Nurse, mental health
1948-05-31
2e13b26008bcc625b4804706523bf82a
1,372,207,137
41.204097
-98.644766
0
13,965
2020-06-26 00:41:11
3,567,527,758,368,741
fraud_Pacocha-Bauch
shopping_pos
2.71
Amanda
Vance
F
14601 Downs Skyway Apt. 440
Sterling City
TX
76,951
31.8351
-101.0017
1,143
Scientist, biomedical
1962-03-19
35b46b533adbf60d0cd8a48d74e5d90a
1,372,207,271
32.678156
-101.226378
0
13,966
2020-06-26 00:41:46
2,291,163,933,867,244
fraud_Morissette LLC
entertainment
2
Jeff
Elliott
M
351 Darlene Green
Columbia
SC
29,209
33.9659
-80.9355
333,497
Mechanical engineer
1968-03-19
ff39678bc1c6b3e10f185f5959497436
1,372,207,306
34.887251
-80.809264
0
13,967
2020-06-26 00:42:01
4,826,655,832,045,236
fraud_Kuhic Inc
grocery_pos
163.55
Tami
Forbes
F
5204 Robinson Plaza Suite 897
Barnstable
MA
2,630
41.6983
-70.3001
1,850
Counselling psychologist
1963-12-29
a588e57eeaee701dad9e3967c4a12880
1,372,207,321
42.652391
-70.100272
0
13,968
2020-06-26 00:42:11
4,294,930,380,592
fraud_Baumbach, Hodkiewicz and Walsh
shopping_pos
5.59
Misty
Rivera
F
1980 Vasquez Manors Apt. 574
Catawba
VA
24,070
37.3696
-80.1284
1,363
Equality and diversity officer
1940-08-23
dd7d2d229c47172cba8b8aa386a9f28a
1,372,207,331
36.394427
-80.419506
0
13,969
2020-06-26 00:43:07
3,597,337,756,918,966
fraud_Turner, Ziemann and Lehner
food_dining
66.26
Linda
Gonzalez
F
17667 Price Spur Apt. 366
Glen Rock
PA
17,327
39.7813
-76.7477
7,565
Insurance claims handler
1952-03-08
e326c72458d79482c9b4bc546e7c078b
1,372,207,387
39.573423
-76.123889
0
13,970
2020-06-26 00:43:26
3,575,789,281,659,026
fraud_Harber Inc
gas_transport
45.88
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
758cca808d908afa1652f085818d0d4e
1,372,207,406
39.150736
-93.339514
0
13,971
2020-06-26 00:43:46
213,174,467,670,432
fraud_Gislason Group
misc_pos
9.52
James
Bishop
M
7055 Fernandez Estates Apt. 676
Cecilton
MD
21,913
39.4015
-75.8654
663
Podiatrist
1969-01-14
8be5ba128a4ce2c91a372780108dba14
1,372,207,426
38.780236
-76.22073
0
13,972
2020-06-26 00:45:31
213,112,402,583,773
fraud_Johnston, Nikolaus and Maggio
grocery_net
49.92
Ana
Howell
F
4664 Sanchez Common Suite 930
Bradley
SC
29,819
34.0326
-82.2027
1,523
Research scientist (physical sciences)
1984-06-03
7539332fac6d46d676d50315e97553ef
1,372,207,531
33.53204
-82.654092
0
13,973
2020-06-26 00:45:31
2,254,799,658,404,120
fraud_Kutch-Hegmann
grocery_net
73.93
Barbara
Nelson
F
7337 Browning Falls Suite 027
Valdosta
GA
31,605
30.946
-83.2474
94,325
Educational psychologist
1987-09-08
0983db75042a5eb35da32737d8478f60
1,372,207,531
31.111266
-82.703652
0
13,974
2020-06-26 00:46:26
4,509,142,395,811,241
fraud_Greenfelder, Bartoletti and Davis
misc_net
9.08
Margaret
Williams
F
165 Jerry Meadows Suite 460
Surrency
GA
31,563
31.6489
-82.1982
1,324
Engineer, technical sales
1926-07-12
48c9b679234fd9f22e25af3f28ce86be
1,372,207,586
32.181902
-82.937373
0
13,975
2020-06-26 00:46:41
6,011,197,122,270,059
fraud_Ruecker Group
misc_net
146.99
Vincent
Ward
M
06730 Joshua Isle Suite 555
North Brookfield
MA
1,535
42.2665
-72.0821
4,680
Field seismologist
1986-04-03
62694bee3dcfb54c0d2f581f66064f8a
1,372,207,601
42.43072
-71.984844
0
13,976
2020-06-26 00:47:16
4,873,783,502,705,038
fraud_Cummings Group
grocery_net
95.96
Elizabeth
Maxwell
F
194 Goodman Fall Apt. 569
Burlington
WA
98,233
48.4786
-122.3345
14,871
Public house manager
1974-03-10
f8b3dbe881916a3865e332efe4d0adb3
1,372,207,636
48.986679
-122.555371
0
13,977
2020-06-26 00:48:46
3,566,875,419,572,867
fraud_Willms, Kris and Bergnaum
shopping_pos
123.61
Adam
Mcdonald
M
997 Cameron Meadow Apt. 980
South Hero
VT
5,486
44.64
-73.3113
1,654
Transport planner
1991-01-31
f10102feec4731f9548fc2c8a701586a
1,372,207,726
44.279172
-73.063836
0
13,978
2020-06-26 00:50:28
3,501,509,250,702,469
fraud_Stokes, Christiansen and Sipes
grocery_net
52.51
Frank
Anderson
M
0611 Stafford Valley Suite 504
Naples
FL
34,112
26.1184
-81.7361
276,002
Programme researcher, broadcasting/film/video
1979-01-02
5573b9ec9622fb3e886d251418c8d8f5
1,372,207,828
26.564813
-80.932261
0
13,979
2020-06-26 00:51:00
4,428,780,983,793,657,300
fraud_Moen, Reinger and Murphy
grocery_pos
75.41
Richard
Waters
M
7683 Natasha Way Apt. 945
Waukesha
WI
53,186
42.9993
-88.2196
95,015
Therapist, occupational
1946-01-02
b056ed6f0ebe11a3a3a92f4a0013445c
1,372,207,860
43.537206
-87.826604
0
13,980
2020-06-26 00:51:13
3,528,407,217,576,457
fraud_Eichmann-Russel
misc_pos
3.97
Patricia
Leach
F
71309 Martinez Stravenue
Kingsport
TN
37,663
36.4715
-82.4834
87,124
Warden/ranger
1987-02-14
fe753b162f0d0840da849de1303531bc
1,372,207,873
37.088417
-82.100171
0
13,981
2020-06-26 00:52:05
38,797,410,705,641
fraud_Kris-Weimann
misc_net
134.4
Andrew
Tucker
M
583 Gray Creek
Oak Hill
NY
12,460
42.4069
-74.1528
277
Glass blower/designer
1971-12-12
a20c060ead3697e24425a444081dcaa4
1,372,207,925
43.355585
-74.87289
0
13,982
2020-06-26 00:53:23
6,538,441,737,335,434
fraud_Lind, Huel and McClure
gas_transport
53.04
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
49d83d9563b2c6a1c3552a52a68467aa
1,372,208,003
40.872346
-79.388618
0
13,983
2020-06-26 00:54:24
4,344,955,088,481,397
fraud_Friesen-Stamm
gas_transport
74.78
Christopher
Rodgers
M
30587 Fox Shores Apt. 627
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Communications engineer
1976-09-29
364d3dfa1160b990572b69127490f4a7
1,372,208,064
41.074678
-78.769737
0
13,984
2020-06-26 00:54:49
4,364,010,865,167,176
fraud_VonRueden Group
grocery_net
51.13
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
21c935d727f49a2dd34eb3ef22c88713
1,372,208,089
39.403036
-120.41867
0
13,985
2020-06-26 00:55:05
30,263,540,414,123
fraud_O'Keefe-Hudson
grocery_pos
162.47
Erik
Patterson
M
162 Jessica Row Apt. 072
Hatch
UT
84,735
37.7175
-112.4777
258
Geoscientist
1961-11-24
55eeeabcf922f302fc7f17c5d88e5f9b
1,372,208,105
38.665684
-112.054621
0
13,986
2020-06-26 00:55:39
3,519,607,465,576,254
fraud_Prohaska-Murray
gas_transport
52.47
Audrey
Gonzalez
F
34180 Lopez Plaza
Fields Landing
CA
95,537
40.7268
-124.2174
276
Scientist, audiological
1929-05-06
608da271dd2208b544fc849c2d9175da
1,372,208,139
40.715857
-123.94841
0
13,987
2020-06-26 00:56:53
2,252,055,259,910,912
fraud_Christiansen, Goyette and Schamberger
gas_transport
69.04
Jason
Hernandez
M
220 Frank Gardens
Hewitt
WI
54,441
44.6437
-90.1031
828
Arts development officer
1991-08-19
868b4d185251b0e53e31db45ca3d96eb
1,372,208,213
45.635742
-89.2084
0
13,988
2020-06-26 00:57:28
4,873,783,502,705,038
fraud_Raynor, Feest and Miller
gas_transport
69.62
Elizabeth
Maxwell
F
194 Goodman Fall Apt. 569
Burlington
WA
98,233
48.4786
-122.3345
14,871
Public house manager
1974-03-10
3a6b06198068cc836e16ea37c9479f40
1,372,208,248
48.866206
-122.994332
0
13,989
2020-06-26 00:59:44
3,501,509,250,702,469
fraud_Heller-Langosh
gas_transport
87.29
Frank
Anderson
M
0611 Stafford Valley Suite 504
Naples
FL
34,112
26.1184
-81.7361
276,002
Programme researcher, broadcasting/film/video
1979-01-02
6623e335328312d7ae12fece5d5c681f
1,372,208,384
25.278719
-81.190341
0
13,990
2020-06-26 01:00:18
376,012,912,828,093
fraud_Jewess LLC
shopping_pos
4.26
Nathan
Mayer
M
478 Donovan Corners Apt. 803
Schaumburg
IL
60,193
42.0144
-88.0935
92,294
Claims inspector/assessor
1969-05-01
b98b3ea29a96877da425bba1de59456e
1,372,208,418
41.643168
-89.067476
0
13,991
2020-06-26 01:00:33
561,942,763,351
fraud_Cole PLC
grocery_pos
221.27
Melissa
Brown
F
330 Montoya Ramp
Washington
DC
20,036
38.9087
-77.0414
601,723
Prison officer
1986-03-14
786f4f0e85d86675d90043553410c492
1,372,208,433
39.038511
-77.600392
0
13,992
2020-06-26 01:00:40
3,561,963,695,236,764
fraud_Predovic Inc
shopping_net
101.91
Michael
Lee
M
7915 Dawn Roads Apt. 544
Shelter Island
NY
11,964
41.064
-72.3366
1,858
Clinical biochemist
1984-03-03
c8b1f3069b258524b4561c39a75f6faf
1,372,208,440
41.176603
-71.990546
0
13,993
2020-06-26 01:01:00
38,295,635,583,927
fraud_Emmerich-Luettgen
grocery_net
27.37
Candice
Brown
F
9412 Harris Mews
O Brien
TX
79,539
33.3749
-99.8473
178
Warden/ranger
1983-06-14
18bc0c235ac5e11dd401df75b372721f
1,372,208,460
32.613959
-99.225214
0
13,994
2020-06-26 01:01:03
3,524,574,586,339,330
fraud_Zieme, Bode and Dooley
gas_transport
51.76
Ashley
Cabrera
F
94225 Smith Springs Apt. 617
Vero Beach
FL
32,960
27.633
-80.4031
105,638
Librarian, public
1986-05-07
98f62f0e7e9679e106b148ba53d5f464
1,372,208,463
27.136487
-80.544256
0
13,995
2020-06-26 01:01:25
501,802,953,619
fraud_Langworth, Boehm and Gulgowski
shopping_net
43.49
Robert
Flores
M
3277 Fields Meadows Apt. 790
Greenview
CA
96,037
41.5403
-122.9366
308
Call centre manager
1958-09-20
f5c50102160fcb582f287cf6ee73624f
1,372,208,485
41.040044
-122.720382
0
13,996
2020-06-26 01:03:14
30,407,675,418,785
fraud_Moen, Reinger and Murphy
grocery_pos
89.05
Danielle
Evans
F
76752 David Lodge Apt. 064
Breesport
NY
14,816
42.1939
-76.7361
520
Psychotherapist
1991-10-13
3e4c310a951aef13d4e878c642be3c58
1,372,208,594
42.374015
-76.153183
0
13,997
2020-06-26 01:04:15
3,547,574,373,318,979
fraud_Turner, Ruecker and Parisian
misc_pos
143.27
Jacob
Patel
M
54822 Hill Forks
Dieterich
IL
62,424
39.0319
-88.4074
2,092
Psychologist, clinical
1962-04-30
e432cd2412532727a9823c21ff77d2c4
1,372,208,655
38.07582
-89.139703
0
13,998
2020-06-26 01:04:32
38,580,485,618,059
fraud_Bauch-Raynor
grocery_pos
132.28
Teresa
Clark
F
1323 Derek Mission
Noonan
ND
58,765
48.8856
-103.0098
248
Industrial/product designer
1968-05-13
a8cf28961f8ef161fb932a51bd5593b4
1,372,208,672
49.144232
-102.98454
0
13,999
2020-06-26 01:05:21
630,423,337,322
fraud_Tillman, Dickinson and Labadie
gas_transport
78.6
Stephanie
Gill
F
43039 Riley Greens Suite 393
Orient
WA
99,160
48.8878
-118.2105
149
Special educational needs teacher
1978-06-21
b65e7989dac94de62d6f280ce09e7464
1,372,208,721
49.494166
-117.276252
0