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
1,269,700
2020-06-11 14:37:47
4,908,846,471,916,297
fraud_Jacobi and Sons
shopping_pos
2.82
Lauren
Torres
F
03030 White Lakes
Grandview
TX
76,050
32.2779
-97.2351
5,875
Radiographer, therapeutic
1992-07-24
7b7d9393b822f6a03883969a206a0f0f
1,370,961,467
31.762129
-97.106201
0
1,269,701
2020-06-11 14:37:52
3,551,217,896,304,745
fraud_Schmeler-Howe
personal_care
52.25
Sara
Harris
F
597 Jenny Ford Apt. 543
Tupper Lake
NY
12,986
44.232
-74.4905
6,120
Chartered loss adjuster
1976-10-09
358e907dd600cf6096ddd7af62fef868
1,370,961,472
43.317965
-75.467505
0
1,269,702
2020-06-11 14:38:43
4,629,451,965,224,809
fraud_Kihn Inc
shopping_pos
1.79
Karen
Warren
F
4900 Curtis Gardens Suite 952
Hahira
GA
31,632
30.9416
-83.3574
10,295
Teacher, special educational needs
1997-12-26
41e954b249ccf600d0ac27b48eb20430
1,370,961,523
30.068341
-83.999814
0
1,269,703
2020-06-11 14:39:08
4,642,255,475,285,942
fraud_Johns-Hoeger
entertainment
6.5
Sabrina
Johnson
F
320 Nicholson Orchard
Thompson
UT
84,540
38.9999
-109.615
46
Surveyor, minerals
1987-04-23
54d5181e6f508d954afa4aed55940aee
1,370,961,548
38.816559
-109.550061
0
1,269,704
2020-06-11 14:39:29
2,268,221,587,779,419
fraud_Stiedemann Ltd
food_dining
8.98
Peggy
Berry
F
517 Vasquez Lodge
Vancouver
WA
98,665
45.6892
-122.6616
299,480
Teaching laboratory technician
1985-01-02
07d392cae9abfe825ec24928e3020fa2
1,370,961,569
44.899093
-122.486617
0
1,269,705
2020-06-11 14:40:44
6,011,542,681,743,618
fraud_Swaniawski, Lowe and Robel
shopping_pos
3.62
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
c4fb69e5a858af6ab909d8393ae07069
1,370,961,644
39.015456
-79.562167
0
1,269,706
2020-06-11 14:41:03
213,195,754,007,681
fraud_Schuppe-Schuppe
food_dining
4.9
Zachary
Allen
M
69252 Oconnor Alley Apt. 153
Ollie
IA
52,576
41.2001
-92.1354
568
Commercial horticulturist
1969-07-24
97de01ff76714529d40f24647b8294be
1,370,961,663
42.0925
-92.385977
0
1,269,707
2020-06-11 14:41:48
180,056,173,248,083
fraud_Dietrich-Fadel
health_fitness
229.56
Larry
Warner
M
145 Jeffrey Key Suite 668
Lakeview
MI
48,850
43.4269
-85.2924
4,474
Emergency planning/management officer
1976-01-15
c29004fb2ab055cae55f1b0627fa6e4e
1,370,961,708
42.435992
-86.180141
0
1,269,708
2020-06-11 14:42:34
3,525,590,521,269,779
fraud_Schroeder Group
health_fitness
132.17
Scott
Fuller
M
861 Karen Common
Haw River
NC
27,258
36.0424
-79.3242
6,006
Paramedic
1984-07-20
0e6f547e9b7f3f2ee4c0b2a53edd9e37
1,370,961,754
36.597062
-79.583844
0
1,269,709
2020-06-11 14:43:03
4,906,628,655,840,914,000
fraud_Johnston-Casper
travel
4.45
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
cd7c1ae1ec508b29b5cd1bbf101ec24e
1,370,961,783
23.715458
-81.315245
0
1,269,710
2020-06-11 14:43:18
6,506,116,513,503,136
fraud_Jewess LLC
shopping_pos
145.19
Kimberly
Rice
F
63991 Destiny Rue Apt. 651
Tyler
TX
75,703
32.2768
-95.3031
144,160
Sports development officer
1984-05-04
6e0fc695031f9b0c5b7fabe19be90be1
1,370,961,798
33.13226
-95.491499
0
1,269,711
2020-06-11 14:43:53
4,451,438,912,406,400
fraud_Dare, Fritsch and Zboncak
health_fitness
82.23
Cheryl
Morgan
F
7535 Amanda Manors Suite 293
Norman
AR
71,960
34.4596
-93.6743
1,383
Manufacturing engineer
1999-09-11
c9d7cb86b4a40386cf576715cf74ba2e
1,370,961,833
34.167302
-93.880241
0
1,269,712
2020-06-11 14:44:22
180,065,479,077,096
fraud_Becker, Harris and Harvey
personal_care
10.3
Krystal
Gamble
F
47152 Clayton Burg
Manchester
MD
21,102
39.6747
-76.8941
11,751
Clinical research associate
1964-02-15
300379843912b0cfe3016b6165aa8905
1,370,961,862
39.900149
-75.951523
0
1,269,713
2020-06-11 14:45:06
2,266,735,643,685,262
fraud_Johns Inc
entertainment
5.71
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
1972-07-25
6bdd04a51645d12826492021963c6d2d
1,370,961,906
34.183649
-85.512369
0
1,269,714
2020-06-11 14:45:58
4,502,539,526,809,430,000
fraud_McLaughlin, Armstrong and Koepp
travel
4.6
Stephanie
Cummings
F
1025 Robin Square
Ash Flat
AR
72,513
36.2201
-91.6421
2,856
Hydrologist
1926-08-27
f0e3b83ff6b5b5cfbe03cec200ff9a38
1,370,961,958
36.078586
-91.595459
0
1,269,715
2020-06-11 14:46:10
3,501,942,333,500,073
fraud_Torphy-Kertzmann
health_fitness
74.82
Lori
Bishop
F
08056 Alvarado Club Suite 699
Phoenix
AZ
85,086
33.8155
-112.1202
1,312,922
Counselling psychologist
1999-11-30
955e0f6dde4925a43e4b0d86700d95e8
1,370,961,970
33.20535
-111.900255
0
1,269,716
2020-06-11 14:46:15
6,538,891,242,532,018
fraud_Metz-Boehm
shopping_pos
260.27
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
5c95fedcecbccc432dc7cd069556d414
1,370,961,975
36.06201
-90.174185
0
1,269,717
2020-06-11 14:47:30
6,011,367,958,204,270
fraud_Turner and Sons
shopping_pos
1,175.73
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
c489d53b469081dd5f39e8a369afbf3d
1,370,962,050
41.594724
-81.857545
0
1,269,718
2020-06-11 14:49:24
5,456,712,664,803,820
fraud_Windler LLC
kids_pets
74.94
Pamela
Matthews
F
36659 Smith Club Apt. 080
Llano
NM
87,543
36.1486
-105.6648
247
Architectural technologist
1961-10-24
e2636004e6901cfd42f9ab075a9006e3
1,370,962,164
36.157233
-104.859146
0
1,269,719
2020-06-11 14:49:26
2,720,433,095,629,877
fraud_Thiel PLC
misc_pos
5.5
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
17c6db4bd75a3349bf50c19c2ed21263
1,370,962,166
43.629102
-70.255004
0
1,269,720
2020-06-11 14:49:46
346,273,234,529,002
fraud_Mosciski, Ziemann and Farrell
shopping_net
207.72
Donna
Moreno
F
32301 Albert River Suite 364
Ronceverte
WV
24,970
37.7418
-80.4626
4,575
Statistician
1991-10-22
2298bafb66d08ea4026a905e738f2084
1,370,962,186
38.452806
-81.426296
0
1,269,721
2020-06-11 14:53:27
213,161,293,389,774
fraud_Erdman-Durgan
health_fitness
16.5
Catherine
Weber
F
74890 Rodriguez Springs Apt. 540
West Henrietta
NY
14,586
43.0397
-77.6871
10,256
Teacher, primary school
1968-06-24
d415a49c444ee9d0b5c91c86c040deae
1,370,962,407
43.078305
-76.849067
0
1,269,722
2020-06-11 14:54:29
36,890,292,963,032
fraud_Kihn, Brakus and Goyette
personal_care
71.28
Kimberly
Webb
F
380 Martin Mission
Girard
GA
30,426
33.0437
-81.7106
1,100
Conservator, museum/gallery
1950-04-05
b9b274da6af5edf2e34ddd18528bdcfe
1,370,962,469
33.648446
-81.671622
0
1,269,723
2020-06-11 14:56:19
30,118,423,745,458
fraud_Douglas-White
entertainment
11.7
Jared
Velazquez
M
01479 Murray Circle
Matawan
NJ
7,747
40.4109
-74.238
30,770
Drilling engineer
1993-04-29
3452e47e18c4943200041c2940692ce9
1,370,962,579
40.858093
-74.929379
0
1,269,724
2020-06-11 14:56:22
3,586,008,444,788,268
fraud_Jacobi Inc
health_fitness
13.79
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
e0f1fc1ea6851b5c644f4a1e943b6ad5
1,370,962,582
47.093819
-122.652703
0
1,269,725
2020-06-11 14:56:43
180,084,695,172,649
fraud_Pollich LLC
home
23.82
Holly
Mann
F
7644 Joseph Fields
Nokomis
IL
62,075
39.3036
-89.2853
3,458
Building surveyor
1985-12-08
c099c81a971cc57da1dba175f7d264ff
1,370,962,603
39.85788
-88.977924
0
1,269,726
2020-06-11 14:57:01
4,797,297,220,948,469,000
fraud_Wuckert, Wintheiser and Friesen
home
109.66
Erica
Briggs
F
3310 Davidson Spurs Apt. 107
Oolitic
IN
47,451
38.8938
-86.5246
1,228
Counsellor
1991-03-13
2fec1e94196bfd0649fa1c9b715a7682
1,370,962,621
39.402399
-86.043145
0
1,269,727
2020-06-11 14:57:38
4,302,480,582,202,074
fraud_Kutch-Ferry
home
2.72
David
Rodriguez
M
821 Solis Points
Muskegon
MI
49,440
43.2326
-86.2492
128,715
Historic buildings inspector/conservation officer
1995-05-25
e7132e9193cc952ada12faa77a538b1a
1,370,962,658
43.048239
-86.324236
0
1,269,728
2020-06-11 14:57:40
3,576,021,480,694,169
fraud_Quitzon, Green and Bashirian
shopping_pos
7.24
Dawn
Gray
F
9486 Joel Common Suite 554
Topeka
KS
66,618
39.1329
-95.7023
163,415
Secondary school teacher
2004-12-30
9865e71fdd815328a974c99e8f3963e2
1,370,962,660
39.703518
-96.336033
0
1,269,729
2020-06-11 14:57:59
4,634,955,908,138,648
fraud_Pouros-Conroy
shopping_pos
9.42
Mackenzie
Smith
F
7178 Willis Drive
Hooper
NE
68,031
41.6414
-96.5232
1,745
Engineer, automotive
1973-12-26
c6d04fa132bf8f2bfb339b915a87cba8
1,370,962,679
41.679045
-97.171971
0
1,269,730
2020-06-11 14:58:21
372,382,441,451,095
fraud_Beier LLC
entertainment
4.25
Brent
Terrell
M
502 Rice Plaza Apt. 979
Port Ewen
NY
12,466
41.8948
-73.9767
2,471
Heritage manager
1966-01-21
1114270849b2476093aceb6ef10ae130
1,370,962,701
41.171716
-74.688881
0
1,269,731
2020-06-11 14:59:03
30,029,052,116,970
fraud_Dare-Marvin
entertainment
8.72
Curtis
Young
M
4319 Watson Shoals Suite 658
Falconer
NY
14,733
42.1239
-79.1895
3,833
Metallurgist
1970-10-09
99ac5a2241b6c901c49dd22db949800f
1,370,962,743
41.266002
-78.927945
0
1,269,732
2020-06-11 14:59:16
4,189,814,094,741
fraud_Larkin, Stracke and Greenfelder
entertainment
76.72
Jason
Farmer
M
33165 Larry Walks Suite 960
Ragland
AL
35,131
33.7367
-86.1619
4,159
Educational psychologist
1998-02-03
2eabbddb2b430c0aeff68ca86d7037c9
1,370,962,756
33.195244
-85.340718
0
1,269,733
2020-06-11 14:59:41
4,259,996,134,423
fraud_Johns-Hoeger
entertainment
51.67
Julie
Johnson
F
9331 Robert Passage Suite 327
Hudson
KS
67,545
38.1485
-98.6408
215
Probation officer
1968-11-22
5c40271124a6d823c82e1c82320d5323
1,370,962,781
37.942175
-99.318949
0
1,269,734
2020-06-11 15:00:11
4,670,613,943,676,271
fraud_Schimmel-Olson
kids_pets
156.71
Bianca
Novak
F
0953 David Skyway
Cuthbert
GA
39,840
31.7706
-84.7936
5,726
Fitness centre manager
1947-08-14
dc0691b1e5c2c06904dfbdba65ab88c8
1,370,962,811
32.699057
-84.809699
0
1,269,735
2020-06-11 15:01:15
213,180,742,685,905
fraud_Kling-Ernser
entertainment
48.73
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
4db4db89bc6e9e6fa7ede8bee88084ef
1,370,962,875
41.268826
-123.523285
0
1,269,736
2020-06-11 15:03:20
377,993,105,397,617
fraud_Haley, Jewess and Bechtelar
shopping_pos
96.9
Nathan
Martinez
M
586 Thomas Cliffs
Oconto Falls
WI
54,154
44.8755
-88.1555
5,548
Mining engineer
1975-09-11
26c91df53a21a79c7e9ecbd16c711c3a
1,370,963,000
45.703653
-87.893895
0
1,269,737
2020-06-11 15:03:28
213,180,742,685,905
fraud_Windler, Goodwin and Kovacek
home
26.73
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
4a4fe8e67d732527bcb6a5dd1c87545a
1,370,963,008
40.012805
-123.581646
0
1,269,738
2020-06-11 15:05:13
4,229,733,778,084,049
fraud_Yost, Block and Koepp
misc_pos
11.07
Tyler
Mills
M
7838 Jason Squares
Elizabethtown
KY
42,701
37.6848
-85.8784
48,194
Surgeon
1990-05-03
35c04e61ff00371619f90533b74e0296
1,370,963,113
36.706633
-86.312905
0
1,269,739
2020-06-11 15:06:38
3,583,635,130,604,947
fraud_Ankunding LLC
shopping_net
510.91
Crystal
Gamble
F
899 Michele View Suite 960
Philadelphia
PA
19,149
40.0369
-75.0664
1,526,206
Structural engineer
1985-01-01
5ab79ef77cd1150aa2544a1182c1d964
1,370,963,198
40.195311
-75.649317
0
1,269,740
2020-06-11 15:06:46
503,874,407,318
fraud_Haley, Batz and Auer
health_fitness
30.31
Andrew
Mcgee
M
4130 Tiffany Glen Apt. 562
San Antonio
TX
78,248
29.5894
-98.5201
1,595,797
Exhibition designer
1975-12-28
aa6199253fd27104c181c9e29ce14e6a
1,370,963,206
28.814069
-98.308032
0
1,269,741
2020-06-11 15:07:11
376,656,886,990,758
fraud_Champlin and Sons
home
81.76
Richard
Vance
M
169 Shelia Knoll Suite 753
Zavalla
TX
75,980
31.1569
-94.3871
2,836
Designer, jewellery
1985-12-03
1e1e2fbf24f981b280c114ccdacbf31e
1,370,963,231
31.12148
-93.721094
0
1,269,742
2020-06-11 15:08:08
4,761,403,817,546,679,000
fraud_Schoen-Quigley
kids_pets
29.21
Diana
Jacobs
F
69608 Perez Mountain Apt. 006
Viola
AR
72,583
36.3924
-91.9932
1,679
Psychiatric nurse
1986-05-02
88a7f2a6ee8e976f2b4aee8867cfa97e
1,370,963,288
36.511123
-91.269416
0
1,269,743
2020-06-11 15:08:49
180,046,765,320,457
fraud_Shields-Wunsch
health_fitness
4.75
Jared
Camacho
M
4257 Perez Mall
Canton
OH
44,702
40.8027
-81.3739
192,805
Building control surveyor
1963-06-30
032ae05647f3d15b4b3fd6c0f44489bd
1,370,963,329
40.176734
-81.222037
0
1,269,744
2020-06-11 15:08:59
30,434,173,205,605
fraud_Pouros-Haag
shopping_pos
5.52
Kylie
Kirby
F
79816 Jackson Squares
Shedd
OR
97,377
44.453
-123.1065
917
Radio broadcast assistant
1995-07-08
e8a95170246f06d27df20ace407a4d85
1,370,963,339
43.929263
-123.979437
0
1,269,745
2020-06-11 15:09:36
4,586,810,168,620,942
fraud_Tromp Group
travel
2.44
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
cab569ab637632f6456b1d4099feff79
1,370,963,376
31.643025
-79.901146
0
1,269,746
2020-06-11 15:13:49
213,112,402,583,773
fraud_Johns Inc
entertainment
70.4
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
df779a364353bb862481da5f2e557bfc
1,370,963,629
33.251207
-82.840766
0
1,269,747
2020-06-11 15:15:15
676,298,633,337
fraud_Baumbach, Strosin and Nicolas
shopping_pos
40.13
Jessica
Werner
F
4529 Cannon Alley
Center Point
WV
26,339
39.4125
-80.6352
255
Chief Executive Officer
1971-12-10
27fa268c24d94fef6ef7260d46d45a2f
1,370,963,715
38.737121
-80.578985
0
1,269,748
2020-06-11 15:15:53
2,285,066,385,084,291
fraud_Sporer-Keebler
personal_care
51.89
Richard
Brown
M
17819 Jose Mount Suite 657
Heidelberg
MS
39,439
31.882
-88.9981
4,573
Exhibitions officer, museum/gallery
1988-02-15
1459c236ae9d93b1f1b69b56f02d893e
1,370,963,753
31.934655
-88.090333
0
1,269,749
2020-06-11 15:16:00
4,173,950,183,554,608
fraud_Hagenes, Kohler and Hoppe
food_dining
22.93
Stephen
Marshall
M
47144 Roberts Keys
Monmouth Beach
NJ
7,750
40.333
-73.9809
3,279
Health promotion specialist
1978-10-05
993386bf9e2a491952a71cdd02088917
1,370,963,760
40.010938
-73.097348
0
1,269,750
2020-06-11 15:16:29
3,591,919,803,438,423
fraud_Lynch-Wisozk
home
47.66
Brian
Williams
M
32941 Krystal Mill Apt. 552
Titusville
FL
32,780
28.5697
-80.8191
54,767
Set designer
1987-07-25
68837387c0b72897c63aaedc6cbc2e99
1,370,963,789
28.132679
-81.763442
0
1,269,751
2020-06-11 15:16:31
30,551,643,947,183
fraud_Waelchi-Wolf
kids_pets
97.31
Morgan
Smith
F
1441 Bradley Place
Grover
NC
28,073
35.1836
-81.4552
5,621
Toxicologist
1973-11-14
79492a9fe75eab985fc4bcd5a5230738
1,370,963,791
35.377083
-81.648267
0
1,269,752
2020-06-11 15:16:45
3,577,794,103,155,425
fraud_Osinski Inc
personal_care
77.2
Mary
Humphrey
F
9853 Flynn Hollow Apt. 602
Reynolds
ND
58,275
47.7068
-97.2092
733
Visual merchandiser
1994-11-12
9b6dc6cf29114f4f40342ca6be5258d3
1,370,963,805
48.029162
-97.048442
0
1,269,753
2020-06-11 15:17:03
180,084,576,295,055
fraud_Kutch-Ferry
home
23.06
David
Kirby
M
133 Alyssa Plains
Lolita
TX
77,971
28.7724
-96.4793
911
Archaeologist
1970-01-18
28bc7476a61cc8f5a8ad9288898c3e29
1,370,963,823
29.692423
-95.767808
0
1,269,754
2020-06-11 15:17:12
6,011,252,220,172,077
fraud_Mohr-Bayer
shopping_net
192.94
Melvin
Wright
M
210 Dean Causeway Suite 130
Alton
IA
51,003
42.9782
-96.0173
1,700
Engineer, land
2001-12-19
c617a31fbef0830557fb30c904f77eff
1,370,963,832
43.434415
-96.327898
0
1,269,755
2020-06-11 15:17:14
3,560,318,482,131,952
fraud_Shields-Wunsch
health_fitness
43.27
William
Skinner
M
524 Wu Spurs Suite 894
Mount Hope
AL
35,651
34.4793
-87.4769
1,312
Librarian, academic
1955-02-01
5c170eedf26b5e16f92030f272f5da46
1,370,963,834
34.196352
-87.936996
0
1,269,756
2020-06-11 15:17:28
4,990,494,243,023
fraud_Champlin-Casper
home
46.14
Martin
Ford
M
56812 Francis Courts
Corriganville
MD
21,524
39.6967
-78.8031
626
Energy engineer
1960-12-13
46cb4958d60a3f46551564db260f22c6
1,370,963,848
39.68424
-79.066913
0
1,269,757
2020-06-11 15:19:22
180,046,165,512,893
fraud_Ernser-Feest
home
49.26
Erica
Walker
F
084 Holmes Avenue Suite 206
Stayton
OR
97,383
44.8021
-122.7624
9,587
Engineer, biomedical
1968-03-24
30f275f79a11e7bdf0298f7fc4195995
1,370,963,962
44.924696
-123.130916
0
1,269,758
2020-06-11 15:19:45
4,469,777,115,158,235,000
fraud_Kuhn Group
food_dining
24.13
Gregory
Graham
M
4005 Dana Glens
Methuen
MA
1,844
42.728
-71.181
47,249
Market researcher
1980-11-22
d23198acaf256737b2b0eac92421be4f
1,370,963,985
42.191513
-71.787588
0
1,269,759
2020-06-11 15:20:50
4,599,285,557,366,057
fraud_Nienow, Ankunding and Collier
misc_pos
81.83
Mary
Williams
F
00315 Ashley Valleys
Burrton
KS
67,020
38.0261
-97.6666
1,689
Gaffer
1997-11-18
16a6a11991ac1462426293cacde75958
1,370,964,050
37.180209
-97.551088
0
1,269,760
2020-06-11 15:21:37
3,533,177,016,567,295
fraud_Walter, Hettinger and Kessler
personal_care
2.44
Derek
Bentley
M
782 Lee Crossing Apt. 209
Weeping Water
NE
68,463
40.8731
-96.1528
1,517
Dealer
1951-11-08
3e45a0247c46cabda1302c90204b2f34
1,370,964,097
40.647302
-96.313376
0
1,269,761
2020-06-11 15:22:57
4,181,833,256,558,614,000
fraud_Morissette-Schaefer
personal_care
26.31
Jessica
Potter
F
7600 Stephen Course Suite 031
Red River
NM
87,558
36.6659
-105.4694
606
Surveyor, land/geomatics
1988-09-06
9fe3d7735c192197c811a8469f8fc71e
1,370,964,177
37.658775
-106.461295
0
1,269,762
2020-06-11 15:23:00
4,689,147,265,057,949,000
fraud_Greenholt Ltd
health_fitness
34.18
Steven
Brooks
M
2622 Reynolds Isle
Manley
NE
68,403
40.9207
-96.168
206
Human resources officer
1967-10-04
136229e74972c5fb2adb72f1bfc7482f
1,370,964,180
40.241941
-96.410104
0
1,269,763
2020-06-11 15:23:43
4,862,293,128,558
fraud_Turcotte, McKenzie and Koss
entertainment
82.39
Elizabeth
Payne
F
897 Daugherty Mission
Grassflat
PA
16,839
41.0036
-78.1104
489
Pension scheme manager
1956-09-15
f63152285562dd783ff6d3847f949b66
1,370,964,223
41.788967
-78.694568
0
1,269,764
2020-06-11 15:23:59
4,904,681,492,230,012
fraud_Witting, Beer and Ernser
home
11.71
Lisa
Lowe
F
574 David Locks Suite 207
Cottekill
NY
12,419
41.8467
-74.1038
722
Comptroller
1990-10-19
4b6fe48b2443eb8f3a4bd7a75b4dca92
1,370,964,239
41.61056
-73.905215
0
1,269,765
2020-06-11 15:24:03
3,533,012,926,413,100
fraud_Wilkinson Ltd
entertainment
17.59
Megan
Bernard
F
128 Nathan Ramp
Barneveld
NY
13,304
43.2237
-75.1612
1,684
IT trainer
1994-03-01
940ea0b5d4e98d21c72833d1df73d7e6
1,370,964,243
42.27305
-75.227076
0
1,269,766
2020-06-11 15:24:11
4,601,636,330,889
fraud_Dare-Gibson
health_fitness
51.83
Mark
Rivera
M
383 Contreras Hills Suite 658
Humble
TX
77,338
30.0041
-95.2825
194,500
Tax adviser
1990-12-18
fe3bdb8b22cc17a29507c84a0ba56eee
1,370,964,251
29.293318
-94.864638
0
1,269,767
2020-06-11 15:24:39
4,536,996,888,716,062,000
fraud_Kuhic, Bins and Pfeffer
shopping_net
2.08
Nathan
Mendoza
M
767 Adam Mill Apt. 115
Espanola
NM
87,533
35.9866
-106.0654
18,408
Historic buildings inspector/conservation officer
1972-07-18
e70102e2baecab87d6e2658375d5301e
1,370,964,279
35.675004
-105.339989
0
1,269,768
2020-06-11 15:26:16
374,930,071,163,758
fraud_Bednar PLC
kids_pets
96.06
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
c4dc84c4c9c66d6c6e33b66b445500e3
1,370,964,376
41.82368
-82.387933
0
1,269,769
2020-06-11 15:29:36
4,260,059,589,824,237
fraud_Nader-Maggio
personal_care
139.55
Aaron
Rogers
M
969 Huerta Path Apt. 270
Valentine
NE
69,201
42.8062
-100.6215
4,005
Network engineer
1945-03-15
ace78c7356ddba4aa45c826f5f3ab31d
1,370,964,576
43.275195
-99.750897
0
1,269,770
2020-06-11 15:31:12
2,450,829,271,795,901
fraud_Veum-Koelpin
travel
5.67
Timothy
Kirby
M
7309 Sophia Causeway Suite 702
Sauk Rapids
MN
56,379
45.604
-94.1591
16,163
Hydrographic surveyor
1987-02-22
1a975b3f1632f55c4f066185fff29c2d
1,370,964,672
45.175284
-93.837762
0
1,269,771
2020-06-11 15:31:52
345,389,171,551,808
fraud_Bashirian Group
shopping_net
6.91
Justin
Fowler
M
5569 Phillips Neck Apt. 003
Coffeeville
MS
38,922
33.9215
-89.6782
3,451
Financial trader
1984-05-19
74f0059efbafb8b136746076a2869c27
1,370,964,712
34.616086
-89.279017
0
1,269,772
2020-06-11 15:32:17
6,011,626,928,491,360
fraud_Dare, Casper and Bartoletti
kids_pets
52.96
Heather
Roberts
F
62934 Maria Cliffs Suite 350
Bethel Springs
TN
38,315
35.2289
-88.644
3,876
Senior tax professional/tax inspector
1960-11-19
913152b7c170939b23057e4dd78edd39
1,370,964,737
34.98707
-88.010786
0
1,269,773
2020-06-11 15:33:25
2,242,542,703,101,233
fraud_Bauch-Blanda
entertainment
122.38
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
8e882d4d108fba6a660bba1a758301de
1,370,964,805
38.855436
-86.376847
0
1,269,774
2020-06-11 15:33:47
4,836,998,673,805,450
fraud_Pouros-Conroy
shopping_pos
2.75
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
e7c3b7f7461e8735a38732deaa002756
1,370,964,827
45.058377
-86.198178
0
1,269,775
2020-06-11 15:34:07
6,011,438,889,172,900
fraud_Runte, Green and Emard
health_fitness
133.52
Allison
Allen
F
40624 Rebecca Spurs
De Witt
AR
72,042
34.2853
-91.3336
5,161
Electrical engineer
1993-04-08
a6f60e83a5454e058f9e6c69f9f0d8b4
1,370,964,847
33.65869
-91.216881
0
1,269,776
2020-06-11 15:34:25
4,792,627,764,422,478,000
fraud_Fadel, Mertz and Rippin
entertainment
145.13
Margaret
Mendez
F
7952 Karen Pike
De Soto
KS
66,018
38.9462
-94.9714
5,760
Chief Executive Officer
1978-10-01
0920eef096c16fb7237c64e73a18edea
1,370,964,865
38.445001
-94.460867
0
1,269,777
2020-06-11 15:35:42
3,585,052,663,373,890
fraud_McKenzie-Huels
food_dining
37.9
Jeffery
Brown
M
296 Maria Street
West Eaton
NY
13,484
42.8546
-75.6605
176
Science writer
1963-12-28
b190a2c4f4a75a1499d78eb5d60d8a90
1,370,964,942
43.746371
-75.561959
0
1,269,778
2020-06-11 15:35:49
376,656,886,990,758
fraud_Kuphal-Toy
food_dining
8.25
Richard
Vance
M
169 Shelia Knoll Suite 753
Zavalla
TX
75,980
31.1569
-94.3871
2,836
Designer, jewellery
1985-12-03
d788493c97a95a8107a2a66697a27e28
1,370,964,949
30.261585
-95.050227
0
1,269,779
2020-06-11 15:35:50
3,591,919,803,438,423
fraud_Reilly and Sons
health_fitness
102.51
Brian
Williams
M
32941 Krystal Mill Apt. 552
Titusville
FL
32,780
28.5697
-80.8191
54,767
Set designer
1987-07-25
0fafe9b332f7ceef83ed7c413716c83b
1,370,964,950
28.384383
-81.11101
0
1,269,780
2020-06-11 15:36:34
630,469,040,731
fraud_Armstrong, Walter and Gottlieb
food_dining
4.39
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
1936-05-01
d69eaeaf3e83935060d697a350a3b5d3
1,370,964,994
46.126559
-122.156633
0
1,269,781
2020-06-11 15:36:51
4,570,636,521,433,188
fraud_Osinski Inc
personal_care
206.54
Christine
Leblanc
F
5097 Jodi Vista Suite 811
Deltona
FL
32,725
28.8989
-81.2473
88,735
Commercial horticulturist
1988-04-09
58b145931dba461d155dde9a0ff93614
1,370,965,011
28.193621
-80.970445
0
1,269,782
2020-06-11 15:37:50
30,596,478,689,301
fraud_Fisher Inc
shopping_net
1.01
Daniel
Graham
M
28223 Ward Summit Apt. 664
Arvada
CO
80,005
39.8422
-105.1097
122,111
Hotel manager
1987-05-23
c225b98f0859d2384b1179bc3cd44d74
1,370,965,070
38.939678
-105.446857
0
1,269,783
2020-06-11 15:38:02
3,597,926,034,019,603
fraud_Effertz, Welch and Schowalter
entertainment
22.08
Derrick
Flores
M
83690 Nicholas Ports Apt. 846
Oakland
TN
38,060
35.2229
-89.5518
9,496
Furniture conservator/restorer
1993-03-23
0ff861676c35af5e7a6c5386125e4ad7
1,370,965,082
34.998814
-90.111946
0
1,269,784
2020-06-11 15:38:51
377,895,991,033,232
fraud_Mante, Luettgen and Hackett
health_fitness
15.4
Kimberly
Myers
F
6881 King Isle Suite 228
Higganum
CT
6,441
41.4682
-72.5751
5,438
Librarian, academic
1964-11-17
670bb63edfb9f7e45d1e8396d8e12151
1,370,965,131
41.083596
-73.091087
0
1,269,785
2020-06-11 15:39:44
2,254,917,871,818,484
fraud_Roob-Okuneva
health_fitness
7.86
Margaret
Gibson
F
382 Williams Stream Suite 197
Scotland
MD
20,687
38.0828
-76.3477
313
Insurance underwriter
1976-03-26
05bda6bf112fdd3d7184b4798e266dd5
1,370,965,184
37.904301
-75.440868
0
1,269,786
2020-06-11 15:40:08
4,026,222,041,577
fraud_Fadel Inc
health_fitness
17.46
Debbie
Payne
F
204 Ashley Neck Apt. 169
Preston
CT
6,365
41.5224
-71.9934
4,720
Broadcast presenter
1977-05-18
cdc750cf9fa769cbe9ec86c61c814454
1,370,965,208
40.861059
-72.042063
0
1,269,787
2020-06-11 15:40:21
30,273,037,698,427
fraud_Haley Group
misc_pos
175.2
Andrew
Patterson
M
06959 Stephen Branch Suite 246
Thida
AR
72,165
35.5762
-91.4539
111
Careers information officer
2000-06-13
153d84fe8a3c15d156312f8b4bea8110
1,370,965,221
35.042866
-90.753943
0
1,269,788
2020-06-11 15:40:43
4,683,638,447,911
fraud_Brown, Homenick and Lesch
health_fitness
74.74
Daniel
Boyd
M
8925 Nicholas Points
Egan
LA
70,531
30.251
-92.5002
1,261
Broadcast presenter
1972-07-01
9f8a732a0c62542af82155f35f4d9869
1,370,965,243
30.514605
-91.937493
0
1,269,789
2020-06-11 15:41:43
3,508,104,404,056,005
fraud_Graham and Sons
health_fitness
40.59
Michael
Fisher
M
401 Escobar Port
East Troy
WI
53,120
42.8035
-88.4092
9,679
Engineer, production
1991-04-11
544d8fa4318d76fda59ebb49a2283a4d
1,370,965,303
43.024471
-88.546014
0
1,269,790
2020-06-11 15:42:31
371,284,100,299,909
fraud_Gutmann-Upton
misc_pos
1.46
Hannah
Thomas
F
1004 Willis Pass
Hedley
TX
79,237
34.8698
-100.6806
513
Early years teacher
1976-05-24
64c372c5472ec854193938e36a5eabf0
1,370,965,351
34.229257
-100.018455
0
1,269,791
2020-06-11 15:42:53
38,052,002,992,326
fraud_Ullrich Ltd
kids_pets
75.8
Anna
Logan
F
3522 Park Wells Suite 528
Cleveland
TX
77,327
30.33
-95.0202
34,153
Building surveyor
1995-09-11
1f36a266297938ead1fcfcf65d4a31df
1,370,965,373
29.417346
-94.148979
0
1,269,792
2020-06-11 15:43:03
370,877,495,212,014
fraud_Kutch-Ferry
home
293.28
Sarah
Clark
F
25961 Beverly Union Apt. 042
North Wilkesboro
NC
28,659
36.2017
-81.1286
21,134
Dispensing optician
1984-03-06
327fd0bfbb80c4c028413d4feba21348
1,370,965,383
37.186098
-81.76018
0
1,269,793
2020-06-11 15:44:37
4,587,577,161,160,601
fraud_Roberts, Ryan and Smith
personal_care
53.44
Tina
Lawrence
F
12444 Jacob Pines
Nobleboro
ME
4,555
44.0943
-69.4828
1,643
Financial trader
1976-04-12
57f6c808873ac76e64dfd36e670ebd82
1,370,965,477
43.40662
-70.482337
0
1,269,794
2020-06-11 15:45:51
341,546,199,006,537
fraud_Kling-Ernser
entertainment
77.05
Mark
Brown
M
8580 Moore Cove
Wales
AK
99,783
64.7556
-165.6723
145
Administrator, education
1939-11-09
f984adeea50e48a0d63d2436c36bae1e
1,370,965,551
64.994862
-165.910617
0
1,269,795
2020-06-11 15:48:20
4,988,304,376,504
fraud_Moore, Williamson and Emmerich
home
105.6
William
Thompson
M
977 Rita Grove Apt. 000
Rock Tavern
NY
12,575
41.4575
-74.1659
2,258
Building surveyor
1937-03-17
383092a97afdcee5fba7ef7e4e67497b
1,370,965,700
42.124066
-73.965585
0
1,269,796
2020-06-11 15:49:56
6,011,109,736,646,996
fraud_Padberg-Sauer
home
30.95
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
473265390abbf792c47bec12887ba013
1,370,965,796
33.767248
-76.970759
0
1,269,797
2020-06-11 15:50:13
3,518,758,680,062,249
fraud_Romaguera, Wehner and Tromp
kids_pets
9.98
Antonio
Koch
M
8738 Richard Brooks
Moab
UT
84,532
38.5677
-109.5271
9,772
Location manager
1989-11-24
d968584cbc70342abfec4b731bbfca59
1,370,965,813
38.716509
-109.434106
0
1,269,798
2020-06-11 15:50:16
2,703,186,189,652,095
fraud_Cartwright PLC
kids_pets
26.08
Jennifer
Banks
F
561 Perry Cove
Moravian Falls
NC
28,654
36.0788
-81.1781
3,495
Psychologist, counselling
1988-03-09
4c6d3bf7f12fd47b2dea37e4cd90711e
1,370,965,816
35.302781
-81.206239
0
1,269,799
2020-06-11 15:51:33
3,568,255,211,412,877
fraud_Klein Group
entertainment
18.51
Timothy
Gomez
M
707 Anthony Causeway
Leo
IN
46,765
41.2249
-85.0301
5,341
Biomedical engineer
1994-11-24
b0fab2a6a0f6e8fa6e36d2579422e9d6
1,370,965,893
41.103389
-84.874203
0