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
1,268,200
2020-06-10 19:51:57
4,302,480,582,202,074
fraud_O'Connell, Botsford and Hand
home
75.27
David
Rodriguez
M
821 Solis Points
Muskegon
MI
49,440
43.2326
-86.2492
128,715
Historic buildings inspector/conservation officer
1995-05-25
4bbfac2e764b77326867b4230d468fe6
1,370,893,917
43.687873
-86.946851
0
1,268,201
2020-06-10 19:52:42
3,592,931,352,252,641
fraud_Becker, Harris and Harvey
personal_care
8.23
Dylan
Garcia
M
923 Jordan Road
Afton
MN
55,001
44.8696
-92.8234
2,916
Barrister's clerk
1935-06-29
c0736ca302fac84930f1121b00ca5c06
1,370,893,962
44.722744
-93.378029
0
1,268,202
2020-06-10 19:53:40
30,135,235,368,675
fraud_Erdman-Durgan
health_fitness
120.39
Amanda
Williams
F
02018 Gary Key Apt. 911
Independence
MO
64,058
39.1412
-94.3515
123,373
Engineer, production
1992-11-27
232094f5a23feda79d333da1e475421d
1,370,894,020
39.896537
-94.55081
0
1,268,203
2020-06-10 19:54:24
4,742,883,543,039,288,000
fraud_Boyer PLC
shopping_net
5.87
Cassandra
Sanders
F
78117 George Mountains
Paauilo
HI
96,776
20.0271
-155.3697
1,490
Scientist, research (maths)
1991-04-13
c53e73dfb6651b919019d9a799b0db00
1,370,894,064
20.655845
-155.117395
0
1,268,204
2020-06-10 19:55:40
180,058,696,935,600
fraud_Morissette PLC
shopping_pos
125.5
Richard
Barnes
M
1339 Johnson Landing Suite 007
De Lancey
NY
13,752
42.189
-74.9229
782
Chartered accountant
2000-08-28
f3436f6a103524923692c5e19f0142e9
1,370,894,140
42.291609
-75.380017
0
1,268,205
2020-06-10 19:56:13
345,933,964,507,467
fraud_Haley, Batz and Auer
health_fitness
8.72
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
ec6bed0f65ca914cbb4d0e17e3840e5a
1,370,894,173
39.126436
-75.483002
0
1,268,206
2020-06-10 19:57:14
560,881,134,780
fraud_O'Reilly, Mohr and Purdy
home
56.26
Audrey
Martinez
F
343 Joshua Views
Liberty Mills
IN
46,946
41.0356
-85.7358
136
Soil scientist
1953-03-19
3cd255f134358ef9e1044ee031f288b4
1,370,894,234
41.423148
-85.26933
0
1,268,207
2020-06-10 19:57:43
3,531,129,874,770,000
fraud_Brown-Greenholt
entertainment
52.86
Shelby
Mitchell
F
974 Cindy Stream
Brandon
VT
5,733
43.8065
-73.0882
5,895
Scientist, marine
1975-07-13
311038aac23bff83c2e4ac1118bdef8b
1,370,894,263
43.136333
-72.198745
0
1,268,208
2020-06-10 19:59:15
30,197,398,657,930
fraud_Reichert, Rowe and Mraz
shopping_net
36.45
April
Johnson
F
9727 Deleon Mountain
Creedmoor
NC
27,522
36.1124
-78.6476
12,335
Chief Strategy Officer
1987-09-19
0eaa025893e42220f930ce2d4670ee91
1,370,894,355
35.335132
-79.351512
0
1,268,209
2020-06-10 20:00:29
213,161,293,389,774
fraud_Schneider, Hayes and Nikolaus
food_dining
50.82
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
fbe7062c6610846ef1f5510a1894cb8a
1,370,894,429
43.801918
-77.391168
0
1,268,210
2020-06-10 20:00:34
2,512,312,531,485,080
fraud_Leffler-Goldner
personal_care
16.97
John
Mccormick
M
79414 Clark Lakes Suite 966
Warren
MI
48,088
42.5164
-82.9832
134,056
Producer, radio
1956-10-08
7b41195b8f894c100e54d16c73d6af6e
1,370,894,434
41.519835
-82.29581
0
1,268,211
2020-06-10 20:01:17
4,646,845,581,490,336,000
fraud_Brown Inc
kids_pets
85.4
Julia
Bell
F
576 House Crossroad
West Sayville
NY
11,796
40.732
-73.1
4,056
Film/video editor
1990-06-25
0841734f967026dfe46a68a71266de77
1,370,894,477
40.740227
-73.148681
0
1,268,212
2020-06-10 20:02:49
3,587,960,728,692,500
fraud_Hamill-D'Amore
health_fitness
13.35
Kathy
Hughes
F
02110 Lucas Freeway Suite 517
Battle Creek
IA
51,006
42.3327
-95.6045
1,075
Teacher, early years/pre
1997-01-02
d3059da34f67f4102757103d3027e740
1,370,894,569
41.805493
-95.786191
0
1,268,213
2020-06-10 20:02:50
30,118,423,745,458
fraud_Schneider, Hayes and Nikolaus
food_dining
8.44
Jared
Velazquez
M
01479 Murray Circle
Matawan
NJ
7,747
40.4109
-74.238
30,770
Drilling engineer
1993-04-29
d9a3fabb64b1d8d0b84ded8ce11333e0
1,370,894,570
41.14656
-73.602073
0
1,268,214
2020-06-10 20:03:20
6,011,399,591,920,186
fraud_Little Ltd
kids_pets
106.14
Maria
Roy
F
58665 Nicholas Ford Suite 348
Sheffield
MA
1,257
42.1001
-73.3611
2,121
Radio producer
1973-10-14
ff295eab73d031f032c80750a9deca7e
1,370,894,600
42.120596
-72.790856
0
1,268,215
2020-06-10 20:04:02
375,904,527,651,269
fraud_Stark-Koss
home
255.13
Ryan
Cook
M
75952 Wilson Course
Roseland
NE
68,973
40.4591
-98.5551
463
Nurse, mental health
1948-05-31
04a703940767131d259b0a5a36d7d48f
1,370,894,642
40.711233
-99.369099
0
1,268,216
2020-06-10 20:04:05
4,427,805,710,168
fraud_Ankunding LLC
shopping_net
4.88
Michelle
Rodriguez
F
1742 Brandon Squares Apt. 461
Ruidoso
NM
88,355
33.3305
-105.6933
8,874
Licensed conveyancer
2000-08-16
579c8bf5ca5445070f950c2f88c7e153
1,370,894,645
32.589559
-106.537904
0
1,268,217
2020-06-10 20:05:39
344,709,867,813,900
fraud_Bradtke, Torp and Bahringer
personal_care
52.43
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
a54100dacf27d092aa5d5bdebaad9d49
1,370,894,739
26.49624
-81.91929
0
1,268,218
2020-06-10 20:05:39
3,553,629,419,254,918
fraud_Moore, Williamson and Emmerich
home
120.89
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
1984-09-01
3e3dba7d2311425106bba30523b13fb4
1,370,894,739
47.478505
-122.948787
0
1,268,219
2020-06-10 20:05:44
676,372,984,911
fraud_Waters-Cruickshank
health_fitness
22.64
Vicki
Mendoza
F
3645 Atkins Island Apt. 238
Esbon
KS
66,941
39.7562
-98.4462
242
Tourism officer
1987-07-18
6f430028f69a0f739d0e81005daafe64
1,370,894,744
40.094468
-98.890497
0
1,268,220
2020-06-10 20:06:08
4,383,521,454,815
fraud_Fisher-Schowalter
shopping_net
7.73
John
Robertson
M
209 Austin Stream Apt. 231
Indianapolis
IN
46,290
39.9347
-86.1633
910,148
Academic librarian
1987-09-22
1ff23d7af4277b81d104d5a35fde18b9
1,370,894,768
40.258456
-85.206475
0
1,268,221
2020-06-10 20:06:24
3,561,212,938,177,173
fraud_Nitzsche, Kessler and Wolff
shopping_pos
78.52
Jose
Campbell
M
550 Cunningham Squares
Dadeville
AL
36,853
32.8224
-85.7704
8,269
Minerals surveyor
1977-01-04
bbe929cac949819f0fb5c6e4b573cc16
1,370,894,784
31.966164
-85.600454
0
1,268,222
2020-06-10 20:06:46
4,191,109,180,926,792
fraud_Wilkinson Ltd
entertainment
116.63
Jennifer
Spencer
F
477 Wheeler Burg
Amanda
OH
43,102
39.6251
-82.7552
4,512
Farm manager
1992-10-03
0f07ab220db27934bc06aefa056c669d
1,370,894,806
39.963019
-83.529591
0
1,268,223
2020-06-10 20:07:19
4,716,561,796,955,522
fraud_Rau-Grant
kids_pets
3.02
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
d33be13b8e687910be37e76507f3ee93
1,370,894,839
48.107429
-113.63084
0
1,268,224
2020-06-10 20:09:49
3,506,042,666,828,517
fraud_Conroy-Emard
food_dining
44.93
Christine
Burns
F
343 Hannah Parkway
Comfort
WV
25,049
38.1372
-81.5962
630
Fine artist
1959-07-30
548169bb52408bc6a26f2fb3d2ffc371
1,370,894,989
38.339393
-81.008883
0
1,268,225
2020-06-10 20:10:06
4,474,324,669,797,121
fraud_Moore, Williamson and Emmerich
home
28.11
Matthew
Russell
M
168 Michael Coves Suite 343
June Lake
CA
93,529
37.7773
-119.0825
633
Health service manager
1927-09-09
b39d0936100298f070951c00c75199fc
1,370,895,006
38.084878
-119.118172
0
1,268,226
2020-06-10 20:12:47
4,294,040,533,480,516
fraud_Dibbert-Green
entertainment
14.7
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
1986-12-31
7e30d6541080534424b3929f494203d5
1,370,895,167
32.802352
-81.987976
0
1,268,227
2020-06-10 20:13:44
30,263,540,414,123
fraud_Waelchi Inc
kids_pets
15.23
Erik
Patterson
M
162 Jessica Row Apt. 072
Hatch
UT
84,735
37.7175
-112.4777
258
Geoscientist
1961-11-24
4197bfea6ab44e75cc2cab00121fbe62
1,370,895,224
38.16126
-112.64884
0
1,268,228
2020-06-10 20:14:26
2,296,006,538,441,789
fraud_Cormier, Stracke and Thiel
entertainment
23.47
Judy
Hogan
F
4970 Michelle Burgs
Brooklyn
NY
11,217
40.6816
-73.9798
2,504,700
Medical sales representative
1999-09-01
4b9dd022deafce31d94d0e06a33a2dff
1,370,895,266
41.373162
-73.724481
0
1,268,229
2020-06-10 20:14:28
2,291,163,933,867,244
fraud_O'Reilly, Mohr and Purdy
home
136.52
Jeff
Elliott
M
351 Darlene Green
Columbia
SC
29,209
33.9659
-80.9355
333,497
Mechanical engineer
1968-03-19
21dfa32c1f6bf7d28cd16c40f0c742d1
1,370,895,268
34.184597
-80.078544
0
1,268,230
2020-06-10 20:15:36
5,456,712,664,803,820
fraud_Bogisich-Weimann
kids_pets
13.99
Pamela
Matthews
F
36659 Smith Club Apt. 080
Llano
NM
87,543
36.1486
-105.6648
247
Architectural technologist
1961-10-24
23b5a647dbb0c560f9356c4a041f8870
1,370,895,336
36.963195
-105.010982
0
1,268,231
2020-06-10 20:15:47
6,511,349,151,405,438
fraud_McDermott, Osinski and Morar
home
87.4
Robert
Nguyen
M
74835 Garner Point
Ruth
NV
89,319
39.3426
-114.8859
450
Interpreter
1946-08-24
2ad9fecd965ab9bc4d2b3625b8cfd5b6
1,370,895,347
39.242134
-115.718542
0
1,268,232
2020-06-10 20:16:41
4,334,230,547,694,630
fraud_Shanahan-Lehner
personal_care
13.77
Scott
Martin
M
7483 Navarro Flats
Freedom
WY
83,120
43.0172
-111.0292
471
Education officer, museum
1967-08-02
a4e68b67f0f4837df3507ce8886ef80c
1,370,895,401
43.364556
-110.460437
0
1,268,233
2020-06-10 20:17:46
373,905,417,449,658
fraud_Goyette, Howell and Collier
shopping_pos
5.04
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
1970-11-12
859b1d81b1a9a40a06c68b3620574f83
1,370,895,466
32.339115
-98.362379
0
1,268,234
2020-06-10 20:17:48
4,599,285,557,366,057
fraud_Jacobi Inc
health_fitness
65.2
Mary
Williams
F
00315 Ashley Valleys
Burrton
KS
67,020
38.0261
-97.6666
1,689
Gaffer
1997-11-18
d5bdf35d8a9f6aaaff5727a62c995834
1,370,895,468
38.64906
-97.447901
0
1,268,235
2020-06-10 20:18:10
2,248,348,993,063,230
fraud_Weber and Sons
food_dining
43.26
Jennifer
Scott
F
376 John Fork Suite 848
Randolph
OH
44,265
41.0109
-81.2977
51
Mechanical engineer
1960-08-05
63b1a684fe31a0e25ad62083a4bd7a59
1,370,895,490
40.685428
-82.018322
0
1,268,236
2020-06-10 20:18:26
4,689,147,265,057,949,000
fraud_Champlin and Sons
home
64.53
Steven
Brooks
M
2622 Reynolds Isle
Manley
NE
68,403
40.9207
-96.168
206
Human resources officer
1967-10-04
90d039ac271d1fe83a418913a7230f02
1,370,895,506
40.436304
-96.986675
0
1,268,237
2020-06-10 20:18:33
30,428,204,673,351
fraud_Breitenberg-Hermiston
kids_pets
49.21
Greg
Villarreal
M
2851 Foster Shoals
Schaefferstown
PA
17,088
40.3087
-76.2963
823
Gaffer
1982-07-02
452d009afeca40ea9c8acb0ccce5f86f
1,370,895,513
39.452374
-77.25531
0
1,268,238
2020-06-10 20:18:49
3,558,652,751,678,952
fraud_Schaefer Ltd
kids_pets
69.31
Teresa
Blankenship
F
6638 Lucero Mill Suite 952
Karnack
TX
75,661
32.6205
-94.2
2,807
Chiropodist
1931-01-26
705b55069753231a8d1c551848589380
1,370,895,529
33.409382
-94.104717
0
1,268,239
2020-06-10 20:20:22
30,011,465,039,817
fraud_Dare-Gibson
health_fitness
22.73
Lisa
Garcia
F
213 Gill Expressway
Chatham
NY
12,037
42.3496
-73.5873
4,015
Human resources officer
1971-10-14
a05a7005ae33253151601b29d666799c
1,370,895,622
42.330196
-74.312865
0
1,268,240
2020-06-10 20:20:54
4,500,002,361,389
fraud_Torphy-Kertzmann
health_fitness
123.92
Joseph
Nixon
M
86882 Desiree Camp Suite 047
Tyaskin
MD
21,865
38.2833
-75.8465
470
Music tutor
1965-04-07
e22abc2f2a5682ceb6f8ee8b79b8cafb
1,370,895,654
38.46432
-75.458822
0
1,268,241
2020-06-10 20:21:14
676,234,256,292
fraud_Ernser-Lynch
food_dining
59.18
David
Vasquez
M
06539 Gregory Mountains Suite 029
Parker Dam
CA
92,267
34.298
-114.156
126
Marketing executive
1992-10-07
01d9f4b59469c55748b6615d9d8e3eeb
1,370,895,674
33.41951
-114.230642
0
1,268,242
2020-06-10 20:21:35
3,595,192,916,105,588
fraud_Klocko, Runolfsdottir and Breitenberg
health_fitness
24.32
Dustin
Roberts
M
3283 James Station
Fayetteville
NC
28,314
35.0583
-79.008
238,602
Scientist, research (maths)
1993-05-14
cd1adfdf6055fccdfb994101487240d8
1,370,895,695
34.058711
-79.733954
0
1,268,243
2020-06-10 20:21:39
30,428,204,673,351
fraud_Schoen-Quigley
kids_pets
51.19
Greg
Villarreal
M
2851 Foster Shoals
Schaefferstown
PA
17,088
40.3087
-76.2963
823
Gaffer
1982-07-02
587c709ebe59c48b56e9ada5b804c9e4
1,370,895,699
40.92706
-75.830804
0
1,268,244
2020-06-10 20:22:42
4,586,810,168,620,942
fraud_Ritchie, Bradtke and Stiedemann
travel
9.63
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
0a47ff87777ab39247ce6e99ef823f70
1,370,895,762
33.032596
-79.389922
0
1,268,245
2020-06-10 20:23:07
372,509,258,176,510
fraud_Zboncak, Rowe and Murazik
shopping_net
148.25
Kristen
Hanson
F
26544 Andrea Glen
Goodrich
MI
48,438
42.9147
-83.4845
6,951
Learning disability nurse
1985-06-18
9802206b83991aa7184f931a04bb9731
1,370,895,787
43.540535
-84.434594
0
1,268,246
2020-06-10 20:23:28
376,028,110,684,021
fraud_Hirthe-Beier
health_fitness
71.96
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
6944d11cd6f194f7d4a0b2e17f18564b
1,370,895,808
39.563164
-92.490278
0
1,268,247
2020-06-10 20:23:47
4,292,743,669,224,718,000
fraud_Rau-Grant
kids_pets
128.71
Michael
Williams
M
35822 Clayton Street Apt. 679
Great Mills
MD
20,634
38.2674
-76.4954
5,927
Art therapist
1973-06-09
6175b2fd014d6ced2f85d99c6636a864
1,370,895,827
38.834939
-77.325317
0
1,268,248
2020-06-10 20:24:12
30,103,132,002,433
fraud_Bins, Balistreri and Beatty
shopping_pos
8.52
Stephanie
Middleton
F
99736 Rose Shoals Apt. 504
Morrisdale
PA
16,858
41.0001
-78.2357
3,688
Dispensing optician
1987-10-26
54f0d68464d256a36989c0280ff8f95e
1,370,895,852
41.929238
-78.792999
0
1,268,249
2020-06-10 20:24:44
675,961,917,837
fraud_McDermott, Osinski and Morar
home
3.75
Christopher
Cummings
M
478 George Course Apt. 056
Sprague
NE
68,438
40.6267
-96.7456
142
Chiropodist
1967-08-24
74a489fbc33a801c1207a2ac8e2e9852
1,370,895,884
39.939365
-95.990348
0
1,268,250
2020-06-10 20:25:10
4,736,845,434,667,908,000
fraud_Thiel-Thiel
entertainment
43.38
Toni
Gomez
F
062 Carl Dam
Altona
NY
12,910
44.8816
-73.6408
2,148
Surveyor, land/geomatics
1953-05-23
1350d564d64f35f8dc8d49421bc770f6
1,370,895,910
44.73174
-72.851736
0
1,268,251
2020-06-10 20:25:16
676,248,282,243
fraud_Bode-Rempel
kids_pets
58.04
Amanda
Wheeler
F
329 Emily Cape
Cape Coral
FL
33,909
26.6939
-81.9452
156,391
Higher education careers adviser
1968-02-09
31dda834fed94c9e293ff143d33b98b2
1,370,895,916
25.932564
-82.830092
0
1,268,252
2020-06-10 20:27:06
3,500,969,075,198,072
fraud_Friesen Inc
shopping_pos
167.38
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
1999-05-31
672d6ceb240ab369af1ef2d0f84edf85
1,370,896,026
47.771317
-116.362687
0
1,268,253
2020-06-10 20:27:57
213,193,596,103,206
fraud_Welch, Rath and Koepp
entertainment
69.79
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
08684f3bc26b8c0ed6a4d1577845b21d
1,370,896,077
45.336347
-84.971744
0
1,268,254
2020-06-10 20:28:30
30,092,964,733,035
fraud_Zemlak, Tillman and Cremin
personal_care
15.44
Jessica
Terry
F
6412 Elizabeth Gardens Suite 633
Maysville
KY
41,056
38.6207
-83.8067
14,228
Advertising account executive
1971-03-26
debe494297a2ac56c5ef524278f63dc0
1,370,896,110
38.948393
-83.955988
0
1,268,255
2020-06-10 20:28:49
4,450,831,335,606,294
fraud_Lowe, Dietrich and Erdman
kids_pets
1.8
Donna
Davis
F
6760 Donovan Lakes
Clayton
OK
74,536
34.5906
-95.38
1,760
Occupational psychologist
1972-01-20
542018dcc1d0402d7940c1c4bd61174a
1,370,896,129
34.546871
-95.595369
0
1,268,256
2020-06-10 20:29:15
371,034,293,500,716
fraud_Medhurst Inc
home
34.2
Jeremy
Jones
M
5758 Yates Center
Vinton
CA
96,135
40.0235
-120.7986
128
Education administrator
1966-02-21
a2b6bba7e4253ac4d7a35fe96c424cb0
1,370,896,155
40.635368
-120.823278
0
1,268,257
2020-06-10 20:31:01
6,538,441,737,335,434
fraud_Bogisich-Homenick
misc_net
46.75
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
307a06e5720f22a0d12bccc62e61b734
1,370,896,261
40.632265
-80.330017
0
1,268,258
2020-06-10 20:32:13
30,560,609,640,617
fraud_Friesen Ltd
health_fitness
29.32
Michael
Olson
M
558 Michael Estates
Luray
MO
63,453
40.4931
-91.8912
519
Town planner
1966-02-13
a0b10c99fa46f33343b748ea24a2444f
1,370,896,333
39.925057
-91.938712
0
1,268,259
2020-06-10 20:32:20
676,372,984,911
fraud_Lang, Towne and Schuppe
kids_pets
155.94
Vicki
Mendoza
F
3645 Atkins Island Apt. 238
Esbon
KS
66,941
39.7562
-98.4462
242
Tourism officer
1987-07-18
4c26386cf99db7c77156161cd4acf7ae
1,370,896,340
40.583007
-98.765654
0
1,268,260
2020-06-10 20:32:31
4,452,366,298,769,043
fraud_Gutmann-Upton
misc_pos
1.45
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
664d0f6a25b89bbeb9e6647d830a83e5
1,370,896,351
31.817922
-95.821462
0
1,268,261
2020-06-10 20:32:53
30,235,268,718,158
fraud_Little Ltd
kids_pets
110.31
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
fa2068b47d26cc66f113a4e80cdde017
1,370,896,373
40.524006
-73.543695
0
1,268,262
2020-06-10 20:33:48
3,514,865,930,894,695
fraud_Ratke and Sons
health_fitness
32.14
Christopher
Castaneda
M
1632 Cohen Drive Suite 639
High Rolls Mountain Park
NM
88,325
32.9396
-105.8189
899
Naval architect
1967-08-30
0a7c3a68460ba6ed0a647a5c77caefa0
1,370,896,428
32.121623
-105.167971
0
1,268,263
2020-06-10 20:35:01
3,506,042,666,828,517
fraud_Graham and Sons
health_fitness
269.59
Christine
Burns
F
343 Hannah Parkway
Comfort
WV
25,049
38.1372
-81.5962
630
Fine artist
1959-07-30
72fa00eec21015d0351e71d65725d9a6
1,370,896,501
37.180961
-80.752773
0
1,268,264
2020-06-10 20:35:49
4,260,059,589,824,237
fraud_Erdman-Ebert
personal_care
114.26
Aaron
Rogers
M
969 Huerta Path Apt. 270
Valentine
NE
69,201
42.8062
-100.6215
4,005
Network engineer
1945-03-15
3f168ac9c4aa7db6298f1907bca56600
1,370,896,549
41.817324
-99.856552
0
1,268,265
2020-06-10 20:36:07
2,706,977,570,537,524
fraud_Waelchi Inc
kids_pets
47.12
David
Serrano
M
4739 Martin Common
Zaleski
OH
45,698
39.283
-82.3977
341
Accounting technician
1978-12-18
35e5c6f37680cfa87e2aecef5c065ddd
1,370,896,567
38.580066
-82.308226
0
1,268,266
2020-06-10 20:36:08
373,905,417,449,658
fraud_Wilkinson PLC
kids_pets
36.75
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
1970-11-12
a95cef1505c64e75de700889073c972b
1,370,896,568
32.441507
-97.384977
0
1,268,267
2020-06-10 20:36:46
60,495,593,109
fraud_Roberts, Ryan and Smith
personal_care
1.8
Randall
Dillon
M
4440 George Mills Suite 591
Dallas
TX
75,210
32.7699
-96.743
1,263,321
Television camera operator
1942-11-24
a457c162babe5c9ea69fe709b3a6088a
1,370,896,606
32.826875
-97.459098
0
1,268,268
2020-06-10 20:37:00
3,576,431,665,303,017
fraud_Cormier LLC
health_fitness
94.8
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
6205e4983aa91cde3cf483f4ae1a1a4d
1,370,896,620
33.070075
-111.303316
0
1,268,269
2020-06-10 20:37:02
38,797,410,705,641
fraud_Fadel Inc
health_fitness
75.53
Andrew
Tucker
M
583 Gray Creek
Oak Hill
NY
12,460
42.4069
-74.1528
277
Glass blower/designer
1971-12-12
5b61efcef4b7cd61a6a3d9a7be5aed6f
1,370,896,622
41.483418
-73.392419
0
1,268,270
2020-06-10 20:38:34
6,011,492,816,282,597
fraud_Graham, Hegmann and Hammes
food_dining
99.57
Gary
Barnes
M
2970 Flores Brooks
Smackover
AR
71,762
33.3398
-92.7442
2,501
Financial adviser
1986-06-11
1ad0b95e41627f75cfcaf9155617098b
1,370,896,714
33.550221
-93.366608
0
1,268,271
2020-06-10 20:38:36
4,220,495,028,289,516,500
fraud_Bernier and Sons
kids_pets
48.64
Bethany
Andrade
F
7898 Wanda Springs
Corona
CA
92,882
33.8419
-117.6043
233,717
Wellsite geologist
1966-05-22
96977a3c2cb2c6fec64140363cd2d948
1,370,896,716
33.137226
-116.609876
0
1,268,272
2020-06-10 20:39:03
4,169,759,661,243,568
fraud_Pacocha-Bauch
shopping_pos
2,589.87
Jamie
Carr
F
55363 Aaron Circle Suite 450
Lawn
PA
17,041
40.2236
-76.538
213
Special educational needs teacher
1972-02-15
1d98411c1138ebef5632f6de4760887e
1,370,896,743
39.591769
-76.75465
0
1,268,273
2020-06-10 20:40:10
6,011,104,316,292,105
fraud_Goyette Inc
shopping_net
7.92
Valerie
Davis
F
3861 Anderson Ramp Apt. 536
Drakes Branch
VA
23,937
36.9688
-78.5615
1,970
Energy engineer
1985-09-02
6d63eefa0f3b3e930f3c0026a6373365
1,370,896,810
37.748142
-78.69025
0
1,268,274
2020-06-10 20:40:17
377,550,167,323,848
fraud_Nader-Maggio
personal_care
52.19
Kevin
Walters
M
87227 Tapia Burgs
Auburn
ME
4,210
44.0948
-70.239
23,045
Tourist information centre manager
1958-09-02
b0d8de455b4fde271d7b7c7f709772f0
1,370,896,817
44.955752
-70.94138
0
1,268,275
2020-06-10 20:40:27
4,481,131,401,752
fraud_Christiansen-Gusikowski
misc_pos
104.37
Frank
Foster
M
37910 Ward Lights
Shrewsbury
MA
1,545
42.2848
-71.7205
35,299
English as a second language teacher
1975-04-30
ff84b77a6ba4ef4aa8109fe5b57afde5
1,370,896,827
41.392459
-71.820423
0
1,268,276
2020-06-10 20:40:30
630,451,534,402
fraud_Cormier LLC
shopping_net
9.65
Rachel
Daniels
F
561 Little Plain Apt. 738
Wetmore
MI
49,895
46.3535
-86.6345
765
Immunologist
1972-06-12
d4d7b46ef084488cb55d88dab71bd4ce
1,370,896,830
46.421003
-86.334148
0
1,268,277
2020-06-10 20:41:08
60,427,851,591
fraud_Ziemann-Waters
health_fitness
74.81
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
f1a10e105ef6ef6fb6d09efea3cb0089
1,370,896,868
35.832396
-98.821429
0
1,268,278
2020-06-10 20:41:12
4,653,178,848,915,023,000
fraud_Bernier and Sons
kids_pets
80.27
Robert
Hall
M
371 Anthony Trail Suite 354
Glade Spring
VA
24,340
36.7779
-81.7676
5,657
Clinical psychologist
1987-04-29
8d9d4672a0d49c63d83531eff259014d
1,370,896,872
37.486242
-81.369951
0
1,268,279
2020-06-10 20:41:41
3,577,596,616,955,856
fraud_Crooks and Sons
personal_care
3.05
David
Rogers
M
265 Mullen Park Apt. 307
Summerfield
NC
27,358
36.2245
-79.8901
14,075
Buyer, industrial
1929-04-22
2f2582390677136e5df32e61ac351200
1,370,896,901
37.074079
-79.814761
0
1,268,280
2020-06-10 20:42:24
4,957,924,165,498
fraud_Cartwright PLC
kids_pets
61.47
Alan
Parsons
M
0547 Russell Ford Suite 574
Kirk
CO
80,824
39.6171
-102.4776
207
Network engineer
1955-12-04
ffde371000f4efa3ddb9c08b5da8d792
1,370,896,944
39.376386
-102.600971
0
1,268,281
2020-06-10 20:45:13
4,767,265,376,804,500
fraud_Crona and Sons
kids_pets
46.88
Jennifer
Conner
F
4655 David Island
Dublin
PA
18,917
40.375
-75.2045
2,158
Transport planner
1961-06-19
d0dfe09dd9b0cadf776cf2224e1216f2
1,370,897,113
39.524984
-75.064671
0
1,268,282
2020-06-10 20:45:29
4,586,260,469,584
fraud_Walter, Hettinger and Kessler
personal_care
7.04
Melody
Thompson
F
0362 Anderson Wall
Mound City
MO
64,470
40.1362
-95.2138
1,631
Architect
1953-01-20
05ccf8f74391ff5ac61062bdc432e81e
1,370,897,129
40.33001
-95.225555
0
1,268,283
2020-06-10 20:45:39
4,951,647,200,979,051
fraud_Champlin and Sons
home
78.23
Kimberly
Miller
F
75533 Tamara Valleys
Logan
IL
62,856
37.9943
-88.9417
324
Scientist, research (physical sciences)
1976-06-15
9f6475e40c5ca06729f4dc95e31e9ea2
1,370,897,139
38.769295
-89.324473
0
1,268,284
2020-06-10 20:45:40
4,839,043,708,100,390
fraud_McGlynn-Jaskolski
misc_pos
144.42
Meredith
Campbell
F
043 Hanson Turnpike
Hedrick
IA
52,563
41.1826
-92.3097
1,583
Geochemist
1999-06-28
1b1639d0c22a26d002160897b10cdf32
1,370,897,140
40.676261
-92.600658
0
1,268,285
2020-06-10 20:45:51
6,011,388,901,471,808
fraud_Schroeder, Hauck and Treutel
entertainment
26.49
Jacqueline
Marsh
F
950 Sheryl Spurs
Dunlevy
PA
15,432
40.1151
-79.8627
427
Mining engineer
1951-02-05
81fef1c83ebc584daffc052e7b50e587
1,370,897,151
40.589864
-80.030251
0
1,268,286
2020-06-10 20:46:41
6,011,382,886,333,463
fraud_O'Reilly, Mohr and Purdy
home
10.8
Martin
Duarte
M
6251 Payne Flats Apt. 581
Luzerne
MI
48,636
44.6001
-84.2931
864
General practice doctor
1942-05-04
ec8215f4346b25ff742f0124cd53afd6
1,370,897,201
44.05846
-83.736978
0
1,268,287
2020-06-10 20:47:15
502,012,776,709
fraud_Gibson-Deckow
entertainment
112.79
Sherry
Martinez
F
144 Yu Locks Apt. 754
Garrattsville
NY
13,342
42.6315
-75.1866
165
Naval architect
1945-09-20
cc010ceb2268ab3b3004e7f1d7244667
1,370,897,235
42.809442
-75.775796
0
1,268,288
2020-06-10 20:47:42
372,509,258,176,510
fraud_Stanton, Jakubowski and Baumbach
shopping_net
57.94
Kristen
Hanson
F
26544 Andrea Glen
Goodrich
MI
48,438
42.9147
-83.4845
6,951
Learning disability nurse
1985-06-18
97d047d11cbc538fe8825bff7d32c6f0
1,370,897,262
43.102
-82.757637
0
1,268,289
2020-06-10 20:48:22
3,599,237,318,576,484
fraud_Watsica LLC
personal_care
46.23
Jessica
Smith
F
06808 Ryan Valleys
Dubre
KY
42,731
36.8421
-85.5396
341
Insurance risk surveyor
1932-11-19
c9329f273501dc30cb2cdb18e2e78051
1,370,897,302
36.118276
-85.93318
0
1,268,290
2020-06-10 20:49:33
6,011,366,578,560,244
fraud_Auer-West
shopping_net
2.83
Adam
Stark
M
0912 Mark Fields Apt. 080
Mc Veytown
PA
17,051
40.5046
-77.7186
4,653
Nutritional therapist
1997-07-01
dd7dfa0873b806cb9accc3a1e7e50eaa
1,370,897,373
40.379519
-77.698698
0
1,268,291
2020-06-10 20:49:49
4,170,689,372,027,579
fraud_Breitenberg LLC
travel
9.31
Samuel
Frey
M
830 Myers Plaza Apt. 384
Edmond
OK
73,034
35.6665
-97.4798
116,001
Media buyer
1993-05-10
e2d955a962ea0295eb739a7d610c3309
1,370,897,389
34.956349
-97.184188
0
1,268,292
2020-06-10 20:49:56
30,026,790,933,302
fraud_Swaniawski, Nitzsche and Welch
health_fitness
74.66
John
Peters
M
555 Michael Burgs
Mayersville
MS
39,113
32.9013
-91.0286
595
Technical brewer
1979-09-03
b21d248754921b50d4f23eb102029862
1,370,897,396
32.627336
-91.207713
0
1,268,293
2020-06-10 20:50:11
4,708,992,452,821,239
fraud_Schneider, Hayes and Nikolaus
food_dining
21.62
Jared
Walters
M
3326 Hannah Fords
Cord
AR
72,524
35.8184
-91.3375
376
Designer, ceramics/pottery
1938-09-08
ffaceab44a0c86f5d61f57103e0841ee
1,370,897,411
35.330915
-91.400983
0
1,268,294
2020-06-10 20:50:47
213,157,767,990,030
fraud_Bahringer-Streich
food_dining
12.97
Tara
Campbell
F
05050 Rogers Well Apt. 439
Rock Springs
WY
82,901
41.606
-109.23
27,971
Music therapist
1984-08-01
9891930d2f021b0b616a2a8e481bebce
1,370,897,447
40.796368
-108.321768
0
1,268,295
2020-06-10 20:52:45
639,023,984,367
fraud_Terry Ltd
home
33.16
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
b282af274848583fd1e5642372cf99f5
1,370,897,565
45.048863
-75.272122
0
1,268,296
2020-06-10 20:53:02
4,836,998,673,805,450
fraud_Labadie LLC
personal_care
69.21
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
63ef28d744ad86a6d489f2d49410b251
1,370,897,582
45.664738
-86.262164
0
1,268,297
2020-06-10 20:54:04
6,506,982,560,413,523
fraud_Ledner, Hartmann and Feest
health_fitness
16.32
Alice
Kemp
F
057 Martinez Radial
Texarkana
AR
71,854
33.431
-93.8765
36,438
Surgeon
1985-04-15
dec0601562bd984bb23d086022579ea4
1,370,897,644
33.599868
-93.804426
0
1,268,298
2020-06-10 20:54:50
4,810,789,809,665,943,000
fraud_Collier LLC
home
7.29
Julie
Sanchez
F
916 Charles Road
Bowersville
OH
45,307
39.5756
-83.7153
338
Quantity surveyor
1988-07-28
5753044e4317b1c477824daf7b1ddda0
1,370,897,690
38.743349
-83.218017
0
1,268,299
2020-06-10 20:55:52
3,514,865,930,894,695
fraud_Carroll PLC
health_fitness
6.63
Christopher
Castaneda
M
1632 Cohen Drive Suite 639
High Rolls Mountain Park
NM
88,325
32.9396
-105.8189
899
Naval architect
1967-08-30
5a2b7d7b9c26e09a6eea992c8a9c68ad
1,370,897,752
32.503535
-106.726671
0