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
1,284,700
2020-06-16 13:16:48
567,868,110,212
fraud_Kihn, Brakus and Goyette
personal_care
107.72
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
1984-12-16
e5f779fade5af7fe6a7fe58f4017c097
1,371,388,608
30.527746
-94.485592
0
1,284,701
2020-06-16 13:16:52
4,430,881,574,719,618
fraud_Larkin, Stracke and Greenfelder
entertainment
227.56
Alicia
Morales
F
4456 Dunn Roads
Meredith
CO
81,642
39.3199
-106.6596
61
Public relations account executive
1939-11-04
3009e0e0277fb3c922f5476553e58a01
1,371,388,612
39.16084
-106.791554
0
1,284,702
2020-06-16 13:17:02
180,049,032,966,888
fraud_Ebert-Daugherty
travel
490.05
Michael
Flores
M
70761 Fitzpatrick Brooks Suite 631
Saxon
WI
54,559
46.4959
-90.4383
795
Television/film/video producer
1986-04-15
6d50b468fd2567b2a7b8ae45cf7e0ed7
1,371,388,622
46.49916
-90.820852
0
1,284,703
2020-06-16 13:17:06
5,388,659,976,630,693
fraud_Erdman-Ebert
personal_care
30.32
Charles
Preston
M
5364 William Harbor
Seneca
WI
54,654
43.2064
-90.9405
153
Quantity surveyor
1962-02-14
7f963710f8b07f91a971c7d2ff2b7b86
1,371,388,626
43.523503
-91.106873
0
1,284,704
2020-06-16 13:17:16
30,175,986,190,993
fraud_Kub-Heaney
health_fitness
39.14
Rebecca
Butler
F
0665 Lisa Alley
Winger
MN
56,592
47.5375
-95.9941
516
Applications developer
1966-06-07
3d14538f5fbc4243b34d4777dfd7128e
1,371,388,636
47.002498
-96.886607
0
1,284,705
2020-06-16 13:17:20
3,573,030,041,201,292
fraud_Douglas-White
entertainment
24.33
Joanne
Williams
F
3638 Marsh Union
Altonah
UT
84,002
40.3207
-110.436
302
Sales professional, IT
1990-01-17
fc61c844a6ddd392eabba433330f3533
1,371,388,640
40.660309
-109.935059
0
1,284,706
2020-06-16 13:17:40
2,254,799,658,404,120
fraud_Treutel-King
travel
5.21
Barbara
Nelson
F
7337 Browning Falls Suite 027
Valdosta
GA
31,605
30.946
-83.2474
94,325
Educational psychologist
1987-09-08
c09f89bc56911810bc32da950b1c9b5f
1,371,388,660
30.185157
-83.53732
0
1,284,707
2020-06-16 13:18:01
2,269,768,987,945,882
fraud_Harris Group
food_dining
30.07
Shannon
Patterson
F
9808 Ellis Bypass
Mount Morris
NY
14,510
42.6835
-77.8664
4,895
Acupuncturist
1958-10-29
57d947a7a4fffae1718f5656b740c0de
1,371,388,681
43.280696
-78.660029
0
1,284,708
2020-06-16 13:18:04
4,306,586,894,261,180
fraud_Graham and Sons
health_fitness
8.86
Renee
Walls
F
86542 Jessica Fords Apt. 706
Veedersburg
IN
47,987
40.1186
-87.2602
4,049
Development worker, community
1959-10-19
6ad54268b784d68061d703833ed3a742
1,371,388,684
39.440147
-87.45888
0
1,284,709
2020-06-16 13:18:43
6,538,441,737,335,434
fraud_Weber and Sons
food_dining
5.82
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
1d0090c42334d2eb84138ed717381ded
1,371,388,723
41.274566
-80.914924
0
1,284,710
2020-06-16 13:18:49
3,540,210,836,308,425
fraud_Lang, Towne and Schuppe
kids_pets
50.83
Steven
Yoder
M
94975 David Mews Apt. 316
Summerfield
TX
79,085
34.7437
-102.5064
53
Fisheries officer
1992-06-19
3f8a566489091264c06a757ba11f1176
1,371,388,729
33.942446
-101.959493
0
1,284,711
2020-06-16 13:19:20
213,112,402,583,773
fraud_Hettinger, McCullough and Fay
home
51.61
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
3515ef4b16d95007086697eaecc1874a
1,371,388,760
34.673537
-82.689881
0
1,284,712
2020-06-16 13:19:27
4,092,452,671,396,169,700
fraud_Padberg-Sauer
home
14.86
Jeffrey
Vargas
M
478 Alexandria Mount
Bolton
NC
28,423
34.3091
-78.3372
2,290
Engineer, biomedical
1945-12-07
77aa6c92e8d33e802036ca08a2bac6b7
1,371,388,767
33.798679
-77.523213
0
1,284,713
2020-06-16 13:20:50
213,126,662,687,660
fraud_Stiedemann Ltd
food_dining
21.02
Christopher
Luna
M
242 Brian Mountain
Laredo
TX
78,040
27.5155
-99.4986
248,858
Video editor
1971-01-28
9e7b9ceff86374d2aefde8da4dee559e
1,371,388,850
27.551401
-99.062388
0
1,284,714
2020-06-16 13:22:04
2,713,913,904,780,408
fraud_Fritsch and Sons
health_fitness
37.44
Jacqueline
Howard
F
4511 Choi Lock
Delhi
LA
71,232
32.3929
-91.4714
6,581
Multimedia programmer
1964-02-13
883534c116b4665434a17e7b95061ad7
1,371,388,924
31.867023
-91.237437
0
1,284,715
2020-06-16 13:22:09
6,011,893,664,860,915
fraud_Breitenberg-Hermiston
kids_pets
29.47
Erin
Chavez
F
3379 Williams Common
Littleton
CO
80,120
39.5994
-105.0044
320,420
Water engineer
1975-07-31
e1466b9a4ea8654067c67b2f8085aca2
1,371,388,929
38.952893
-104.65512
0
1,284,716
2020-06-16 13:22:44
3,517,814,635,263,522
fraud_Moore, Williamson and Emmerich
home
4.35
William
Cannon
M
43809 Kenneth Circles Suite 152
Union
WV
24,983
37.5802
-80.5248
2,443
Chartered public finance accountant
1941-10-16
335efc0dcecf651a4099fba52f5869d3
1,371,388,964
38.003988
-81.159055
0
1,284,717
2020-06-16 13:23:05
4,939,976,756,738,216
fraud_Thiel-Thiel
entertainment
32.23
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
4eb736dc2fe3ae98f85a1b19c02b9824
1,371,388,985
26.408679
-98.668347
0
1,284,718
2020-06-16 13:23:06
4,634,955,908,138,648
fraud_Terry-Huel
shopping_net
7.2
Mackenzie
Smith
F
7178 Willis Drive
Hooper
NE
68,031
41.6414
-96.5232
1,745
Engineer, automotive
1973-12-26
f2af987a2d79807f17f5c68d2566998e
1,371,388,986
41.570035
-96.601334
0
1,284,719
2020-06-16 13:23:44
3,587,044,315,915,002
fraud_Erdman-Durgan
health_fitness
73.05
Christian
Roman
M
495 Fisher Throughway
Grand Junction
TN
38,039
35.0659
-89.1534
1,804
Clothing/textile technologist
1974-10-15
38a08fdc40022588b2233897d9efa94d
1,371,389,024
35.611872
-89.607706
0
1,284,720
2020-06-16 13:23:45
4,292,902,571,056,973,300
fraud_Parker, Nolan and Trantow
entertainment
101.84
Jeffrey
Smith
M
135 Joseph Mountains
Sula
MT
59,871
45.8433
-113.8748
218
Therapist, horticultural
1995-08-16
4feecbabe6f8e27769009599e1ee461d
1,371,389,025
44.948468
-113.064869
0
1,284,721
2020-06-16 13:24:00
4,926,376,199,189,801
fraud_Medhurst, Labadie and Gottlieb
travel
4.42
Claire
Davis
F
83685 Matthew Center Suite 870
Cherokee Village
AR
72,529
36.3011
-91.5281
4,726
Pharmacologist
1977-06-07
9ce9d612730c4123e36146999ae97e87
1,371,389,040
37.123522
-90.568904
0
1,284,722
2020-06-16 13:24:12
6,011,492,816,282,597
fraud_Keeling-Crist
misc_pos
10.65
Gary
Barnes
M
2970 Flores Brooks
Smackover
AR
71,762
33.3398
-92.7442
2,501
Financial adviser
1986-06-11
0fb431b522c33e6f184b3365e965ad10
1,371,389,052
34.244876
-91.949236
0
1,284,723
2020-06-16 13:24:29
180,049,032,966,888
fraud_Kilback Group
food_dining
67.9
Michael
Flores
M
70761 Fitzpatrick Brooks Suite 631
Saxon
WI
54,559
46.4959
-90.4383
795
Television/film/video producer
1986-04-15
e4240f489f3c9eeda2e16d22c14241a5
1,371,389,069
46.457551
-90.873628
0
1,284,724
2020-06-16 13:25:02
38,947,654,498,698
fraud_Haley, Jewess and Bechtelar
shopping_pos
7.8
Lori
Rodriguez
F
12087 Michael Light
Creola
OH
45,622
39.3543
-82.503
321
Copywriter, advertising
1979-06-24
dde4861ce30581c5f554d495565bb167
1,371,389,102
39.822235
-82.547028
0
1,284,725
2020-06-16 13:25:08
630,424,987,505
fraud_Wilkinson PLC
kids_pets
87.67
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
1981-08-29
432f9fecc445ba2e1c93c96ee4d52d9b
1,371,389,108
40.131796
-78.694297
0
1,284,726
2020-06-16 13:25:46
4,116,554,952,971,686
fraud_Bartoletti and Sons
personal_care
35.05
Bridget
Bowen
F
49120 Regina Island Apt. 170
Port Saint Lucie
FL
34,953
27.2625
-80.3793
181,438
Primary school teacher
1934-03-19
78875f9aac0c703ccf1387a75ff7ec40
1,371,389,146
27.229265
-80.782803
0
1,284,727
2020-06-16 13:26:00
3,529,597,810,116,815
fraud_Effertz LLC
entertainment
135.29
Pamela
Curtis
F
8969 Fuentes Station Apt. 291
Mill Creek
PA
17,060
40.4679
-77.8967
1,334
Archaeologist
1986-12-17
0d731068f7ccdb39c0e91bf318396193
1,371,389,160
39.505972
-77.768937
0
1,284,728
2020-06-16 13:26:14
4,474,324,669,797,121
fraud_Bednar Inc
travel
4.6
Matthew
Russell
M
168 Michael Coves Suite 343
June Lake
CA
93,529
37.7773
-119.0825
633
Health service manager
1927-09-09
e353b59cfe76ce2327bcacc0b397e92f
1,371,389,174
37.132232
-118.777955
0
1,284,729
2020-06-16 13:26:29
2,242,542,703,101,233
fraud_Bernhard-Lesch
food_dining
1.98
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
5ee4a55a8e7f191cf404ef22e8c72744
1,371,389,189
39.060628
-85.042999
0
1,284,730
2020-06-16 13:26:39
3,523,843,138,706,408
fraud_Mohr Inc
shopping_pos
17.57
Grace
Williams
F
28812 Charles Mill Apt. 628
Plantersville
AL
36,758
32.6176
-86.9475
1,412
Drilling engineer
1970-11-20
7708c23cc4c42408df6c5b493effa178
1,371,389,199
31.897081
-87.719812
0
1,284,731
2020-06-16 13:26:48
501,802,953,619
fraud_Champlin and Sons
home
10.31
Robert
Flores
M
3277 Fields Meadows Apt. 790
Greenview
CA
96,037
41.5403
-122.9366
308
Call centre manager
1958-09-20
e61b4efc2ee49f34cde8aecd5e57d8a3
1,371,389,208
42.230164
-123.508205
0
1,284,732
2020-06-16 13:26:49
180,017,442,990,269
fraud_Terry Ltd
home
79
Michelle
Anderson
F
28311 Dennis Trace
Albany
NY
12,222
42.6853
-73.8253
151,022
Designer, textile
1939-06-01
405bbcba38e37548f30d387defe73349
1,371,389,209
42.90399
-74.648843
0
1,284,733
2020-06-16 13:27:44
2,235,613,922,823,698
fraud_Hills, Hegmann and Schaefer
health_fitness
95.07
Melissa
Mcclure
F
2027 Snyder Track
Manville
WY
82,227
42.73
-104.7024
241
Educational psychologist
1980-12-16
1f2fbaad4f4904c7444a764c5929127c
1,371,389,264
41.854623
-104.063696
0
1,284,734
2020-06-16 13:27:51
4,427,805,710,168
fraud_Kassulke Inc
entertainment
15.43
Michelle
Rodriguez
F
1742 Brandon Squares Apt. 461
Ruidoso
NM
88,355
33.3305
-105.6933
8,874
Licensed conveyancer
2000-08-16
f563e310536ba84fad89adbcc35bc659
1,371,389,271
34.165182
-104.956952
0
1,284,735
2020-06-16 13:28:29
3,518,669,219,150,142
fraud_Ledner, Hartmann and Feest
health_fitness
43.77
Dorothy
Thomas
F
537 Rice Square Suite 040
Milford
OH
45,150
39.1657
-84.233
31,394
Hospital doctor
1996-11-12
af4b10afbea17c7eb9e10f9799eaf4fc
1,371,389,309
39.034381
-83.264837
0
1,284,736
2020-06-16 13:28:55
2,719,496,466,799,416
fraud_Cole, Hills and Jewess
home
102.17
Sheila
Baker
F
8030 Walker Heights
Belle Fourche
SD
57,717
44.6723
-103.8396
8,007
Hospital pharmacist
1940-09-17
d972c8f4dd8ea79c3145482d59b6e142
1,371,389,335
44.617814
-104.484566
0
1,284,737
2020-06-16 13:29:16
503,848,303,379
fraud_Schaefer, Fay and Hilll
entertainment
50.48
Gregory
Wallace
M
27203 Darrell Landing
Saint James City
FL
33,956
26.529
-82.0916
3,776
Sport and exercise psychologist
1976-09-12
0ea9dd46e003f4084a8f8577f9126196
1,371,389,356
26.68436
-82.51312
0
1,284,738
2020-06-16 13:29:24
4,952,583,804,639,909
fraud_Berge-Hills
kids_pets
80.14
Patricia
Rodriguez
F
386 Randolph Throughway
Warren
OH
44,483
41.2639
-80.8164
75,903
Magazine features editor
1957-04-05
1e96e1428712ded2ba9f2652da55704a
1,371,389,364
40.926598
-80.352227
0
1,284,739
2020-06-16 13:29:49
4,474,324,669,797,121
fraud_White and Sons
home
32.81
Matthew
Russell
M
168 Michael Coves Suite 343
June Lake
CA
93,529
37.7773
-119.0825
633
Health service manager
1927-09-09
5329360a964dd0808d9d48eaf4f67dff
1,371,389,389
38.58205
-119.167449
0
1,284,740
2020-06-16 13:30:54
6,011,438,889,172,900
fraud_Jewess LLC
shopping_pos
9.71
Allison
Allen
F
40624 Rebecca Spurs
De Witt
AR
72,042
34.2853
-91.3336
5,161
Electrical engineer
1993-04-08
3d1928aa7478a3d87ed0b2c11c132a8f
1,371,389,454
34.033943
-90.424288
0
1,284,741
2020-06-16 13:31:28
4,670,613,943,676,271
fraud_Dare-Gibson
health_fitness
8.91
Bianca
Novak
F
0953 David Skyway
Cuthbert
GA
39,840
31.7706
-84.7936
5,726
Fitness centre manager
1947-08-14
7caefda9e6ed17aeecdf156ed90abcc5
1,371,389,488
31.076412
-85.369443
0
1,284,742
2020-06-16 13:31:36
4,518,350,514,020,532
fraud_O'Connell, Botsford and Hand
home
29.7
Christopher
Gregory
M
9579 Porter Tunnel
Wauchula
FL
33,873
27.5517
-81.8074
14,742
Teaching laboratory technician
1993-02-26
6fc92978df5835c8a1b7b69f8ab65bb4
1,371,389,496
26.688334
-82.606467
0
1,284,743
2020-06-16 13:31:54
4,989,847,570,577,635,000
fraud_Witting, Beer and Ernser
home
32.81
Vanessa
Anderson
F
21178 Brittney Locks
Prosperity
SC
29,127
34.1832
-81.5324
8,333
Archaeologist
1994-07-09
75ecda46dcc97cb6e8d7e1ab55c110eb
1,371,389,514
34.217078
-81.583018
0
1,284,744
2020-06-16 13:32:11
3,518,758,680,062,249
fraud_Wintheiser, Dietrich and Schimmel
misc_pos
572.81
Antonio
Koch
M
8738 Richard Brooks
Moab
UT
84,532
38.5677
-109.5271
9,772
Location manager
1989-11-24
eb967ea0e413e0e6efa98bc02f466eeb
1,371,389,531
37.624496
-109.363945
0
1,284,745
2020-06-16 13:32:11
4,158,008,602,445
fraud_Dare-Marvin
entertainment
8.74
Alicia
Miller
F
976 Hubbard Lodge
Randolph
MN
55,065
44.5274
-93.0196
1,201
Barrister
1979-12-27
13dc9f1f7b603cf64e9f364ed74bd927
1,371,389,531
43.793569
-93.95859
0
1,284,746
2020-06-16 13:32:17
3,556,613,125,071,656
fraud_Hermiston, Russel and Price
food_dining
1.53
Jose
Vasquez
M
572 Davis Mountains
Lake Jackson
TX
77,566
29.0393
-95.4401
28,739
Futures trader
1999-12-27
260b5e47a1cfb9452d15f95a9af09265
1,371,389,537
28.140693
-94.947462
0
1,284,747
2020-06-16 13:32:47
5,456,776,410,929,288
fraud_O'Connell, Botsford and Hand
home
25.61
Taylor
Khan
F
658 Diane Glen Apt. 677
North Washington
PA
16,048
41.0472
-79.8089
139
Patent attorney
1954-05-25
7e5f41a8a4ca7582392dfea8c35dcedf
1,371,389,567
41.520308
-78.995103
0
1,284,748
2020-06-16 13:33:14
36,721,445,180,895
fraud_Berge, Kautzer and Harris
personal_care
42.48
Cesar
Smith
M
901 Ariel Points
Jefferson
NY
12,093
42.4999
-74.6117
1,666
Diagnostic radiographer
1968-07-01
72f8cf38e0f10ccf9e315661038ebd22
1,371,389,594
43.467376
-74.440472
0
1,284,749
2020-06-16 13:33:32
30,428,204,673,351
fraud_Reilly and Sons
health_fitness
76.01
Greg
Villarreal
M
2851 Foster Shoals
Schaefferstown
PA
17,088
40.3087
-76.2963
823
Gaffer
1982-07-02
ddcfb5f7183d68b999ada60f3b4a671f
1,371,389,612
40.695421
-76.213589
0
1,284,750
2020-06-16 13:33:37
4,344,955,088,481,397
fraud_Dickinson Ltd
personal_care
71.94
Christopher
Rodgers
M
30587 Fox Shores Apt. 627
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Communications engineer
1976-09-29
6f2dcfa797c8097b852c3d861533f56e
1,371,389,617
40.227145
-79.125544
0
1,284,751
2020-06-16 13:34:20
3,533,012,926,413,100
fraud_Terry-Huel
shopping_net
6.05
Megan
Bernard
F
128 Nathan Ramp
Barneveld
NY
13,304
43.2237
-75.1612
1,684
IT trainer
1994-03-01
40df0aef5e6886e013de84bb6359785a
1,371,389,660
42.303372
-75.86745
0
1,284,752
2020-06-16 13:34:33
4,777,065,439,639,721
fraud_Turcotte, Batz and Buckridge
health_fitness
73.49
Peter
Caldwell
M
08966 Beltran Route Suite 905
Oaks
PA
19,456
40.1334
-75.4536
737
Oceanographer
1987-04-24
d88d85b1b22781c5aa25a2c57ff63585
1,371,389,673
41.104443
-75.479033
0
1,284,753
2020-06-16 13:34:33
60,427,851,591
fraud_Metz-Boehm
shopping_pos
123.16
Bradley
Martinez
M
3426 David Divide Suite 717
Burns Flat
OK
73,624
35.3492
-99.188
2,142
Politician's assistant
1976-06-30
2911702308e3f34e14703cba32f80dd5
1,371,389,673
34.845853
-99.331568
0
1,284,754
2020-06-16 13:34:41
38,947,654,498,698
fraud_Bins, Balistreri and Beatty
shopping_pos
5.4
Lori
Rodriguez
F
12087 Michael Light
Creola
OH
45,622
39.3543
-82.503
321
Copywriter, advertising
1979-06-24
4747657fca6488f70cc6f72ff1eea5b3
1,371,389,681
38.953489
-82.598504
0
1,284,755
2020-06-16 13:34:42
3,533,012,926,413,100
fraud_Roberts-Beahan
misc_pos
75.49
Megan
Bernard
F
128 Nathan Ramp
Barneveld
NY
13,304
43.2237
-75.1612
1,684
IT trainer
1994-03-01
f16600fac94a2c4e2d4401f7d70de069
1,371,389,682
43.874429
-75.082266
0
1,284,756
2020-06-16 13:35:04
4,996,263,498,048,679
fraud_Nader-Maggio
personal_care
14.17
Kendra
King
F
154 Hernandez Keys
Smith River
CA
95,567
41.9404
-124.1587
1,930
Web designer
1983-06-13
4f0d80bb7d2d8c326be2327b0e46e8a7
1,371,389,704
41.217225
-123.235689
0
1,284,757
2020-06-16 13:35:11
6,011,438,889,172,900
fraud_Morissette-Schaefer
personal_care
43.88
Allison
Allen
F
40624 Rebecca Spurs
De Witt
AR
72,042
34.2853
-91.3336
5,161
Electrical engineer
1993-04-08
f773fa3c7f3759e66b2ef684916dd88c
1,371,389,711
34.847994
-90.677441
0
1,284,758
2020-06-16 13:35:56
4,755,696,071,492
fraud_Schroeder, Wolff and Hermiston
travel
2.59
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
0f2401216c3d26b9a771ebdbe8783569
1,371,389,756
32.527337
-97.250268
0
1,284,759
2020-06-16 13:36:01
213,178,765,398,315
fraud_Kling, Howe and Schneider
home
8.51
Alan
Colon
M
748 Bryan Fields Suite 935
Riverton
WY
82,501
43.0351
-108.2024
19,408
Lecturer, higher education
1993-09-11
98e0a3c0ff2348d078481e611177c3ca
1,371,389,761
42.219076
-108.884362
0
1,284,760
2020-06-16 13:36:05
571,365,235,126
fraud_Kihn Inc
shopping_pos
26.86
Barbara
Taylor
F
0069 Robin Brooks Apt. 695
Elberta
MI
49,628
44.5995
-86.2141
372
Exhibitions officer, museum/gallery
1995-07-12
f66fe734ff3a4241eed0e43c2b2474cd
1,371,389,765
45.26307
-85.731035
0
1,284,761
2020-06-16 13:36:23
38,947,654,498,698
fraud_Breitenberg-Hermiston
kids_pets
283.85
Lori
Rodriguez
F
12087 Michael Light
Creola
OH
45,622
39.3543
-82.503
321
Copywriter, advertising
1979-06-24
f69a60fb26cdf1a1c6d3769267f15d11
1,371,389,783
40.324805
-81.750814
0
1,284,762
2020-06-16 13:36:26
3,598,304,579,370,089
fraud_Christiansen-Gusikowski
misc_pos
3.62
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
d9389e4068b78c433c6ae0231ed6774c
1,371,389,786
38.183663
-97.893018
0
1,284,763
2020-06-16 13:36:46
4,862,293,128,558
fraud_Bartoletti and Sons
personal_care
7.3
Elizabeth
Payne
F
897 Daugherty Mission
Grassflat
PA
16,839
41.0036
-78.1104
489
Pension scheme manager
1956-09-15
2321e3ee107df95a30f6cd98b40e9405
1,371,389,806
40.083642
-78.82898
0
1,284,764
2020-06-16 13:36:49
213,193,596,103,206
fraud_Conroy-Emard
food_dining
53.75
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
9715c69b09d226bba67dd32da2c2d05c
1,371,389,809
44.907477
-83.772638
0
1,284,765
2020-06-16 13:37:13
6,595,970,453,799,027
fraud_Gulgowski LLC
home
4.81
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
129b702db5e572a254494dc3ec8e538c
1,371,389,833
39.917545
-73.736851
0
1,284,766
2020-06-16 13:37:42
4,358,137,750,029,945,000
fraud_Konopelski, Schneider and Hartmann
food_dining
273.17
Dawn
Stephens
F
91542 Marissa Shores Apt. 053
Oran
IA
50,664
42.7012
-92.0762
53
Sports administrator
1972-10-05
bad1417a8a3f4eb19926b3e64898e08b
1,371,389,862
42.767177
-92.694384
0
1,284,767
2020-06-16 13:37:50
213,141,712,584,544
fraud_Zulauf LLC
personal_care
376.76
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
1984-12-24
4193c1bedab1c3cc6c8f5d28872e9897
1,371,389,870
31.532973
-90.231725
0
1,284,768
2020-06-16 13:38:06
376,028,110,684,021
fraud_Cronin, Kshlerin and Weber
health_fitness
72.51
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
47079de7a7d973b7f574f87f2c3962fe
1,371,389,886
40.441441
-93.298024
0
1,284,769
2020-06-16 13:38:09
371,009,169,330,125
fraud_Cormier LLC
shopping_net
4.58
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
5bde4857eb8c8a43db1498f7f4b24c32
1,371,389,889
31.065909
-83.926637
0
1,284,770
2020-06-16 13:38:31
377,026,671,291,680
fraud_McCullough LLC
misc_pos
3.03
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
04930108548d3ead7ebd5b090fbad212
1,371,389,911
37.956186
-91.004353
0
1,284,771
2020-06-16 13:38:33
3,566,875,419,572,867
fraud_O'Reilly, Mohr and Purdy
home
87.71
Adam
Mcdonald
M
997 Cameron Meadow Apt. 980
South Hero
VT
5,486
44.64
-73.3113
1,654
Transport planner
1991-01-31
9d079f633fb1775cc3ef838ffcf2cdda
1,371,389,913
45.081629
-72.344731
0
1,284,772
2020-06-16 13:38:48
375,904,527,651,269
fraud_Pacocha-Weissnat
kids_pets
51.98
Ryan
Cook
M
75952 Wilson Course
Roseland
NE
68,973
40.4591
-98.5551
463
Nurse, mental health
1948-05-31
22d97af92b3687246e69fafb0b203a0c
1,371,389,928
40.798327
-97.647396
0
1,284,773
2020-06-16 13:38:57
4,764,202,053,279,782
fraud_Bahringer Group
health_fitness
66.62
Derek
Jones
M
198 Candace Plaza
Diamond
OH
44,412
41.0935
-81.0425
2,644
Air cabin crew
1981-01-06
d3a108652835bf409bd92ef65e535a6f
1,371,389,937
41.043027
-80.356456
0
1,284,774
2020-06-16 13:39:38
4,482,427,013,979,020
fraud_Ruecker-Mayert
kids_pets
1.15
Leslie
Ford
F
4938 Hatfield Course
Henderson
WV
25,106
38.8265
-82.1364
642
Building services engineer
1946-08-30
75fa8a1b770e4ad8364cc31eb4193e58
1,371,389,978
39.666664
-82.915217
0
1,284,775
2020-06-16 13:40:21
343,472,729,187,663
fraud_Rippin-VonRueden
health_fitness
7.77
Gloria
Wallace
F
234 Bridges Wells Apt. 389
Center Tuftonboro
NH
3,816
43.6849
-71.2551
1,368
Optician, dispensing
1971-08-05
eb8d1504ed9830e08a69bcaf0f1f5006
1,371,390,021
42.757537
-71.847411
0
1,284,776
2020-06-16 13:40:22
6,534,628,260,579,800
fraud_Reichert-Weissnat
travel
8.36
Christine
Harris
F
29606 Martinez Views Suite 653
Hinesburg
VT
5,461
44.3346
-73.098
4,542
Claims inspector/assessor
1998-03-19
badb008686cd2011836215d4661abde5
1,371,390,022
44.245455
-73.070278
0
1,284,777
2020-06-16 13:40:26
6,595,970,453,799,027
fraud_Monahan-Morar
personal_care
6.35
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
c28bc8ccc1794f5bf7ed6d376d991582
1,371,390,026
40.315231
-74.082564
0
1,284,778
2020-06-16 13:40:31
4,128,730,454,058,057,700
fraud_Kilback, Nitzsche and Leffler
travel
6.9
Monique
Martin
F
68276 Matthew Springs
Ratcliff
TX
75,858
31.3833
-95.0619
43
Engineer, production
1949-10-04
68d7fe9fa3ad3e3699805bad462074c9
1,371,390,031
32.377009
-94.674041
0
1,284,779
2020-06-16 13:40:45
4,427,805,710,168
fraud_Predovic Inc
shopping_net
3.77
Michelle
Rodriguez
F
1742 Brandon Squares Apt. 461
Ruidoso
NM
88,355
33.3305
-105.6933
8,874
Licensed conveyancer
2000-08-16
b112b8299df8282adedbab61b2e6e359
1,371,390,045
33.194069
-104.845041
0
1,284,780
2020-06-16 13:41:55
213,178,850,083,780
fraud_Bernhard, Grant and Langworth
shopping_pos
129.07
Shawn
King
M
31493 Garcia Summit
Athena
OR
97,813
45.8289
-118.4971
1,302
Dealer
1976-10-18
602aafe239767090b7b1dc14686245b4
1,371,390,115
44.83205
-119.265075
0
1,284,781
2020-06-16 13:42:29
501,899,453,424
fraud_Hyatt, Russel and Gleichner
health_fitness
76.92
Jessica
Dominguez
F
06393 Nancy Parkways Suite 855
Gadsden
AL
35,903
33.9845
-85.9077
67,082
Ceramics designer
1970-01-08
7399f3881d1365553838390584ea4735
1,371,390,149
33.0398
-86.714487
0
1,284,782
2020-06-16 13:42:32
630,471,368,021
fraud_Block-Hauck
travel
425.53
George
Floyd
M
22502 Baker Mount Suite 241
Hazel
KY
42,049
36.5422
-88.3319
1,480
Designer, interior/spatial
1974-09-14
b8e119eb6e3935668f065b37e6883f8c
1,371,390,152
37.0454
-87.919434
0
1,284,783
2020-06-16 13:42:33
4,800,395,067,176,717
fraud_Berge-Ullrich
home
9.6
Daniel
Owens
M
88794 Mandy Lodge Apt. 874
Howells
NE
68,641
41.6964
-96.9858
1,063
Research scientist (maths)
1928-04-02
37b3d22b60a440c3da90ed78d665b146
1,371,390,153
41.248436
-96.316863
0
1,284,784
2020-06-16 13:43:15
6,011,197,122,270,059
fraud_Effertz LLC
entertainment
1.64
Vincent
Ward
M
06730 Joshua Isle Suite 555
North Brookfield
MA
1,535
42.2665
-72.0821
4,680
Field seismologist
1986-04-03
c39b639297863cb7b345a5504ba6f65a
1,371,390,195
42.510475
-71.780212
0
1,284,785
2020-06-16 13:43:21
4,312,133,045,694,601,000
fraud_Terry Ltd
home
25.84
Julian
Price
M
086 Pierce Cove
Pikesville
MD
21,208
39.3764
-76.729
33,917
Company secretary
1977-06-12
dbfeb44b0ac60f88e60a9c6b61cf399b
1,371,390,201
40.307208
-76.357987
0
1,284,786
2020-06-16 13:43:22
4,952,583,804,639,909
fraud_Beier and Sons
home
123.13
Patricia
Rodriguez
F
386 Randolph Throughway
Warren
OH
44,483
41.2639
-80.8164
75,903
Magazine features editor
1957-04-05
b2a0a3f219b4e17b56e1311f0bd97d24
1,371,390,202
41.272721
-81.139195
0
1,284,787
2020-06-16 13:43:29
4,989,847,570,577,635,000
fraud_Gislason Group
misc_pos
22.05
Vanessa
Anderson
F
21178 Brittney Locks
Prosperity
SC
29,127
34.1832
-81.5324
8,333
Archaeologist
1994-07-09
91d95d9d83ae2394ecccb3559d6fa087
1,371,390,209
33.515614
-82.295876
0
1,284,788
2020-06-16 13:43:30
3,568,255,211,412,877
fraud_Weimann-Lockman
kids_pets
15.74
Timothy
Gomez
M
707 Anthony Causeway
Leo
IN
46,765
41.2249
-85.0301
5,341
Biomedical engineer
1994-11-24
73aa22d1ae25b25b362584c9bccf63bf
1,371,390,210
41.623259
-84.618775
0
1,284,789
2020-06-16 13:44:02
341,542,810,616,333
fraud_Ullrich Ltd
kids_pets
88.18
Billy
Mcdonald
M
304 Ryan Port Suite 335
Camden
MO
64,017
39.2048
-94.0259
464
Colour technologist
1959-05-28
c3f7b24cfb2179f2f76db81752c78d43
1,371,390,242
39.530702
-94.773285
0
1,284,790
2020-06-16 13:44:06
343,746,486,082,492
fraud_Little-Gleichner
travel
3.1
Jeffrey
Munoz
M
836 Stephanie Union
Cedar
MI
49,621
44.8605
-85.8138
3,096
Social research officer, government
1975-10-11
b9dc7133ac9726e6d34e01b771ca8ff3
1,371,390,246
44.155638
-85.084336
0
1,284,791
2020-06-16 13:44:38
213,199,865,312,311
fraud_Champlin and Sons
home
33.68
Christopher
Miller
M
493 Fitzgerald Fields Suite 454
Varnell
GA
30,756
34.9298
-84.9885
74
Pensions consultant
1944-05-14
e5e62e08ab9044f7bfa053d8957dc343
1,371,390,278
34.837428
-85.315907
0
1,284,792
2020-06-16 13:44:48
3,543,299,015,720,986
fraud_Swaniawski, Lowe and Robel
shopping_pos
1.16
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
c4ade84ace0f98b159564eeb9ef53c07
1,371,390,288
36.846586
-81.182525
0
1,284,793
2020-06-16 13:46:12
213,157,767,990,030
fraud_Rempel Inc
shopping_net
4.36
Tara
Campbell
F
05050 Rogers Well Apt. 439
Rock Springs
WY
82,901
41.606
-109.23
27,971
Music therapist
1984-08-01
7c969e307e398e1e3ca89be20bb480e0
1,371,390,372
41.750616
-108.291243
0
1,284,794
2020-06-16 13:46:16
6,593,250,708,747,804
fraud_Predovic Inc
shopping_net
3.39
Melissa
Meza
F
244 Abbott Parkway
Loxahatchee
FL
33,470
26.7383
-80.276
26,551
Paramedic
1977-01-04
2b78e904a7969cceadc5d5d154496450
1,371,390,376
26.583833
-80.903234
0
1,284,795
2020-06-16 13:46:54
377,550,167,323,848
fraud_Thompson-Gleason
health_fitness
6.36
Kevin
Walters
M
87227 Tapia Burgs
Auburn
ME
4,210
44.0948
-70.239
23,045
Tourist information centre manager
1958-09-02
0fcd3ae4d43fcb16f1f2a7d60039a412
1,371,390,414
43.695703
-70.759804
0
1,284,796
2020-06-16 13:47:08
213,199,865,312,311
fraud_Turcotte, Batz and Buckridge
health_fitness
55.7
Christopher
Miller
M
493 Fitzgerald Fields Suite 454
Varnell
GA
30,756
34.9298
-84.9885
74
Pensions consultant
1944-05-14
e901b99890fd24787a5e64d1efe640c6
1,371,390,428
35.085271
-84.792697
0
1,284,797
2020-06-16 13:47:10
4,104,312,520,615,374
fraud_Kuhn LLC
shopping_pos
9.5
Brooke
Rodriguez
F
901 Todd Gardens Apt. 466
Mountain Center
CA
92,561
33.6401
-116.5567
1,661
Therapist, music
1988-09-19
69a6eca3b1752f23b6b698e27a84f927
1,371,390,430
34.276321
-117.241359
0
1,284,798
2020-06-16 13:48:22
341,546,199,006,537
fraud_Gulgowski LLC
home
18.23
Mark
Brown
M
8580 Moore Cove
Wales
AK
99,783
64.7556
-165.6723
145
Administrator, education
1939-11-09
038f1f33efaf5d8bc97614629a86de80
1,371,390,502
64.615304
-166.114988
0
1,284,799
2020-06-16 13:48:26
3,533,742,182,628,021
fraud_Nader-Heller
misc_net
4.17
Robert
Haynes
M
857 Aaron Circles Suite 398
Johns Island
SC
29,455
32.8357
-79.8217
20,478
Materials engineer
1997-06-04
7148fefd647fc70e800313adf13715cd
1,371,390,506
32.839257
-79.799949
0