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
1,280,400
2020-06-15 12:18:20
4,502,539,526,809,430,000
fraud_Bahringer, Bergnaum and Quitzon
home
23
Stephanie
Cummings
F
1025 Robin Square
Ash Flat
AR
72,513
36.2201
-91.6421
2,856
Hydrologist
1926-08-27
dbecc66b487396f04a316916ac150f34
1,371,298,700
36.324245
-92.40334
0
1,280,401
2020-06-15 12:18:33
4,653,879,239,169,997
fraud_Kozey-McDermott
travel
6.36
Monica
Tucker
F
302 Christina Islands
Smiths Grove
KY
42,171
37.0581
-86.1938
6,841
Therapist, sports
1999-06-06
1176d54c8a9ebbe1f3407c8e2dde4eaf
1,371,298,713
37.488697
-85.427843
0
1,280,402
2020-06-15 12:18:35
6,011,999,606,625,827
fraud_Yost, Schamberger and Windler
kids_pets
140.92
Ronald
Carson
M
870 Rocha Drive
Harrington Park
NJ
7,640
40.9918
-73.98
4,664
Radiographer, diagnostic
1965-06-30
2ec3b78a4bf5b8b8ff08e7c811625d9c
1,371,298,715
41.378023
-73.086144
0
1,280,403
2020-06-15 12:18:56
180,056,173,248,083
fraud_Volkman PLC
food_dining
35.18
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
fb54adab27006927f1627c17c72ff51f
1,371,298,736
43.39725
-86.097247
0
1,280,404
2020-06-15 12:18:56
4,427,805,710,168
fraud_Larkin, Stracke and Greenfelder
entertainment
17.63
Michelle
Rodriguez
F
1742 Brandon Squares Apt. 461
Ruidoso
NM
88,355
33.3305
-105.6933
8,874
Licensed conveyancer
2000-08-16
c1e8153b02d0b1e9b2138111f31da0eb
1,371,298,736
33.702002
-106.657866
0
1,280,405
2020-06-15 12:19:46
2,296,006,538,441,789
fraud_Morissette PLC
shopping_pos
1.54
Judy
Hogan
F
4970 Michelle Burgs
Brooklyn
NY
11,217
40.6816
-73.9798
2,504,700
Medical sales representative
1999-09-01
d48dd5a1d3cbb27bebd47dfb1a228031
1,371,298,786
39.975437
-73.858903
0
1,280,406
2020-06-15 12:19:50
2,242,542,703,101,233
fraud_Hills, Hegmann and Schaefer
health_fitness
1.11
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
7d2fd48a6442ea1cc2499fbcb50cdda0
1,371,298,790
39.381562
-85.17631
0
1,280,407
2020-06-15 12:19:55
30,082,025,922,891
fraud_Kub PLC
personal_care
1.48
Kathleen
Thompson
F
199 Patterson Fords Apt. 132
Naples
FL
34,112
26.1184
-81.7361
276,002
Pilot, airline
1934-06-23
631ba5018809103394523c53514df247
1,371,298,795
26.45678
-81.917888
0
1,280,408
2020-06-15 12:20:03
577,588,686,219
fraud_Dare-Gibson
health_fitness
25.87
James
Strickland
M
25454 Leonard Lake
Spring Church
PA
15,686
40.6153
-79.4545
972
Public relations account executive
1997-10-23
a96de286f0c2fdf0d190e630d1c91b3e
1,371,298,803
39.802582
-79.431159
0
1,280,409
2020-06-15 12:20:10
503,848,303,379
fraud_Swift PLC
kids_pets
63.29
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
d50a3d8b5b4c79dc7511a89fb8d996a0
1,371,298,810
26.67376
-81.955271
0
1,280,410
2020-06-15 12:20:40
4,841,313,716,651,064
fraud_Parker, Nolan and Trantow
entertainment
71.27
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
83027555c6c86adcf5e514a6daebf4b7
1,371,298,840
43.111061
-73.160227
0
1,280,411
2020-06-15 12:20:46
4,302,480,582,202,074
fraud_Hahn, Douglas and Schowalter
travel
1.73
David
Rodriguez
M
821 Solis Points
Muskegon
MI
49,440
43.2326
-86.2492
128,715
Historic buildings inspector/conservation officer
1995-05-25
233f14c7f5e64c2c0939a7cf7c5731a6
1,371,298,846
42.436232
-86.100647
0
1,280,412
2020-06-15 12:20:51
3,502,377,050,801,561
fraud_Waelchi Inc
kids_pets
52.1
Kathleen
Martin
F
659 Nicole Cove Suite 560
New Waverly
TX
77,358
30.5354
-95.4532
4,993
Scientist, biomedical
1948-11-30
72163b0472f961d5475c7d7a723be891
1,371,298,851
30.077093
-94.460874
0
1,280,413
2020-06-15 12:21:08
4,428,154,703,770,710
fraud_Bode-Rempel
kids_pets
9.13
Brittany
Guerra
F
79209 Gary Dale
Colton
WA
99,113
46.5901
-117.1692
761
Chief Marketing Officer
1943-06-30
3484943271607a5ce442c6fec41e6367
1,371,298,868
47.531162
-116.773883
0
1,280,414
2020-06-15 12:21:12
3,583,293,909,206,278
fraud_Fadel, Mertz and Rippin
entertainment
130.58
Deborah
Fisher
F
1911 Fisher Brook
Kirtland Afb
NM
87,117
35.0203
-106.5503
310
Surveyor, land/geomatics
1978-09-30
55e5ed1e53f858977561439befd9f5a4
1,371,298,872
34.149134
-105.890601
0
1,280,415
2020-06-15 12:21:24
2,233,882,705,243,596
fraud_O'Connell, Botsford and Hand
home
58.57
Jamie
Robinson
F
67089 Caitlin Meadow Apt. 905
Sturgis
MS
39,769
33.357
-89.0473
1,923
Medical physicist
1960-01-16
1a504d89ed8d5383d07b6d171acbd74e
1,371,298,884
32.825591
-89.186374
0
1,280,416
2020-06-15 12:21:57
30,263,540,414,123
fraud_Armstrong, Walter and Gottlieb
food_dining
38.34
Erik
Patterson
M
162 Jessica Row Apt. 072
Hatch
UT
84,735
37.7175
-112.4777
258
Geoscientist
1961-11-24
88f73d07bf77716e7bc580352a0a803f
1,371,298,917
37.780086
-112.927811
0
1,280,417
2020-06-15 12:22:05
4,800,395,067,176,717
fraud_Kuhn Group
food_dining
74.32
Daniel
Owens
M
88794 Mandy Lodge Apt. 874
Howells
NE
68,641
41.6964
-96.9858
1,063
Research scientist (maths)
1928-04-02
3df2371d46a56a12f9bcfb61d6cd136a
1,371,298,925
41.736351
-97.355972
0
1,280,418
2020-06-15 12:22:39
30,407,675,418,785
fraud_Medhurst Inc
home
82.09
Danielle
Evans
F
76752 David Lodge Apt. 064
Breesport
NY
14,816
42.1939
-76.7361
520
Psychotherapist
1991-10-13
b5ffbf06258d7f07b3e98ec9e669c65c
1,371,298,959
42.327376
-75.745127
0
1,280,419
2020-06-15 12:23:05
4,755,696,071,492
fraud_Berge, Kautzer and Harris
personal_care
139.45
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
61de4cdd70464a8e89e3296fdf543f00
1,371,298,985
32.725214
-96.751997
0
1,280,420
2020-06-15 12:23:15
2,266,735,643,685,262
fraud_Yost, Schamberger and Windler
kids_pets
28.05
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
1972-07-25
35bc69cb42a507750b2b0bdb036014cf
1,371,298,995
34.921589
-86.958753
0
1,280,421
2020-06-15 12:23:26
3,543,591,270,174,051
fraud_Lakin, Ferry and Beatty
food_dining
19.15
Margaret
Lam
F
6911 Nicholas Keys Apt. 237
Armagh
PA
15,920
40.4603
-79.0097
922
Early years teacher
1972-10-04
d68d7307ecf8b7cabe184883b7bd8833
1,371,299,006
40.412623
-79.263914
0
1,280,422
2020-06-15 12:23:29
38,580,485,618,059
fraud_Wuckert-Goldner
home
45.44
Teresa
Clark
F
1323 Derek Mission
Noonan
ND
58,765
48.8856
-103.0098
248
Industrial/product designer
1968-05-13
c9bf552d3cce09c79d3854ae15add534
1,371,299,009
48.792948
-102.43734
0
1,280,423
2020-06-15 12:23:50
3,526,826,139,003,047
fraud_Gottlieb Group
kids_pets
66.1
Nathan
Massey
M
5783 Evan Roads Apt. 465
Falmouth
MI
49,632
44.2529
-85.017
1,126
Furniture designer
1955-07-06
3031e4d84dc10a46ba37090016ca8e2d
1,371,299,030
43.6066
-85.002383
0
1,280,424
2020-06-15 12:23:59
568,279,015,842
fraud_Little-Gleichner
travel
583.97
Micheal
Hernandez
M
6139 Mark Rapid Apt. 651
Christine
ND
58,015
46.5522
-96.7909
291
Television floor manager
1991-05-01
be1dbd30b331f110f4abc9c07508627f
1,371,299,039
45.615007
-97.224115
0
1,280,425
2020-06-15 12:24:02
4,474,324,669,797,121
fraud_Windler LLC
kids_pets
13.02
Matthew
Russell
M
168 Michael Coves Suite 343
June Lake
CA
93,529
37.7773
-119.0825
633
Health service manager
1927-09-09
26b50c6a86ad921d6d062764b5aabe64
1,371,299,042
38.379891
-118.62759
0
1,280,426
2020-06-15 12:24:03
346,243,940,647,414
fraud_Botsford Ltd
shopping_pos
3.98
Sean
Miller
M
6340 Jeffrey Dale
Thornville
OH
43,076
39.8974
-82.4071
9,051
Audiological scientist
1983-01-08
a00b5abbb1b5c9d34ec2c6be04f6daa5
1,371,299,043
40.229558
-82.659101
0
1,280,427
2020-06-15 12:24:53
2,264,937,662,466,770
fraud_Watsica, Haag and Considine
shopping_pos
36.04
Juan
Sherman
M
5939 Garcia Forges Suite 297
San Antonio
TX
78,214
29.3641
-98.4924
1,595,797
Land
1995-10-17
0eaec27bfa052d554b202361ac1cbd66
1,371,299,093
28.763341
-99.138066
0
1,280,428
2020-06-15 12:25:15
4,512,828,414,983,802,000
fraud_Ankunding LLC
shopping_net
4.74
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
60b4d60640b8a1b1bcbd60498a6daaee
1,371,299,115
40.31335
-79.026476
0
1,280,429
2020-06-15 12:25:40
676,309,913,934
fraud_Shields-Wunsch
health_fitness
27.58
Robert
Martinez
M
3683 Parrish Circles
Pueblo
CO
81,005
38.2352
-104.66
151,815
Further education lecturer
1988-01-04
acc5e3f09faf2d625d342c700e3f8f3d
1,371,299,140
38.406085
-105.573781
0
1,280,430
2020-06-15 12:26:08
3,576,431,665,303,017
fraud_Abbott-Steuber
personal_care
37.47
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
2c3efd7cfe9e04a4a9c2a9689c0d2989
1,371,299,168
33.552767
-112.264083
0
1,280,431
2020-06-15 12:26:45
3,538,520,143,479,972
fraud_Grimes LLC
entertainment
183.55
Cassandra
Nunez
F
9572 Austin Forge Suite 612
Clay Center
OH
43,408
41.5686
-83.3632
269
Insurance underwriter
1965-09-15
58d1ad7559d71e94088e1f76517a4f83
1,371,299,205
40.585858
-84.075661
0
1,280,432
2020-06-15 12:27:36
340,953,839,692,349
fraud_Langworth LLC
personal_care
4.1
Tyler
Wright
M
615 Clarke Spring Apt. 172
Warren
MI
48,088
42.5164
-82.9832
134,056
Doctor, hospital
1980-05-18
fde01da3d450fdc24a3509b2fc0c4f6d
1,371,299,256
41.817002
-83.05818
0
1,280,433
2020-06-15 12:28:00
342,360,239,917,375
fraud_Bins-Howell
personal_care
23.42
Gabriella
Jordan
F
1299 Joshua Plains
Howes Cave
NY
12,092
42.7045
-74.3648
1,304
Jewellery designer
1970-06-09
6e9ab79c298eca26e72e5aa151c85614
1,371,299,280
42.339294
-74.759825
0
1,280,434
2020-06-15 12:28:14
36,722,699,017,270
fraud_Kilback LLC
food_dining
11.13
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
0726b45d1b0da100f0243c7c5e0c715d
1,371,299,294
32.753545
-110.671263
0
1,280,435
2020-06-15 12:28:38
630,469,040,731
fraud_Berge-Hills
kids_pets
31.94
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
1936-05-01
c8458aa4338574e8425091bfcb934891
1,371,299,318
45.825332
-122.234306
0
1,280,436
2020-06-15 12:28:45
4,423,489,490,781,412
fraud_Kilback LLC
food_dining
92.54
Christopher
Ortega
M
5045 Emily Wall
Princeton
IA
52,768
41.6858
-90.3706
1,426
Agricultural consultant
1957-03-06
27a0a5a97a084cdc3c47d2e55d9c9dc2
1,371,299,325
42.165312
-90.301916
0
1,280,437
2020-06-15 12:28:52
4,102,003,771,126,577,700
fraud_Turner LLC
travel
9.88
William
Fitzgerald
M
715 Courtney Pike Suite 932
Keller
TX
76,248
32.9276
-97.2489
95,035
Probation officer
1987-06-13
0bec482ff7563bccec8a13576f14ff8f
1,371,299,332
32.275203
-97.11163
0
1,280,438
2020-06-15 12:28:58
4,745,996,322,265
fraud_Harris Group
food_dining
7.63
Carrie
Washington
F
6114 Adams Harbor Suite 096
Kingsford Heights
IN
46,346
41.4802
-86.6919
1,423
Psychologist, forensic
1998-10-07
3ad18e477664daa1fff5ca910f620181
1,371,299,338
41.052775
-87.362011
0
1,280,439
2020-06-15 12:29:04
372,509,258,176,510
fraud_Breitenberg-Hermiston
kids_pets
91.18
Kristen
Hanson
F
26544 Andrea Glen
Goodrich
MI
48,438
42.9147
-83.4845
6,951
Learning disability nurse
1985-06-18
0241e692104a949834130c8bd49c59d8
1,371,299,344
43.749503
-82.60142
0
1,280,440
2020-06-15 12:29:20
2,318,062,975,163,331
fraud_Bode-Rempel
kids_pets
175.85
William
Martinez
M
0207 Griffith Plains Apt. 544
Louisiana
MO
63,353
39.4336
-91.0664
4,593
Teacher, early years/pre
1940-11-11
292ca5a5f03f91973bdeb960d072f5fb
1,371,299,360
39.986462
-91.13051
0
1,280,441
2020-06-15 12:29:25
5,540,636,818,935,089
fraud_Denesik, Powlowski and Pouros
home
83.63
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
e194f3eb0928040fdfb4ce287a49e472
1,371,299,365
41.972546
-72.029065
0
1,280,442
2020-06-15 12:29:37
4,116,554,952,971,686
fraud_Walter, Hettinger and Kessler
personal_care
54.25
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
c773dc8a50aab74b1b1620ba9024c2ba
1,371,299,377
28.063875
-79.600696
0
1,280,443
2020-06-15 12:30:03
2,227,671,554,547,514
fraud_Kutch, Steuber and Gerhold
food_dining
171.3
Angie
Jones
F
6970 Blake Trail
Clearwater
FL
33,760
27.9004
-82.7152
172,247
Geneticist, molecular
1979-10-22
489f7311889d878f6f40422038c7c5d9
1,371,299,403
28.624024
-82.112911
0
1,280,444
2020-06-15 12:30:30
3,545,109,339,866,548
fraud_Kautzer and Sons
personal_care
10.33
Keith
Sanders
M
8030 Beck Motorway
Moorhead
MS
38,761
33.4783
-90.5142
2,870
Chartered public finance accountant
1999-03-05
4932d2ba3101b7e38b1bfccf20fb0eb2
1,371,299,430
34.112511
-89.946003
0
1,280,445
2020-06-15 12:30:48
6,011,348,830,550,197
fraud_Daugherty-Thompson
food_dining
12.61
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
5f9ecfc32587a4296908b7142af72969
1,371,299,448
34.435412
-86.607384
0
1,280,446
2020-06-15 12:30:51
4,745,996,322,265
fraud_Schoen, Nienow and Bauch
personal_care
3.33
Carrie
Washington
F
6114 Adams Harbor Suite 096
Kingsford Heights
IN
46,346
41.4802
-86.6919
1,423
Psychologist, forensic
1998-10-07
b753b1d763b2418e76fa29dc6e803908
1,371,299,451
41.480422
-86.753285
0
1,280,447
2020-06-15 12:30:54
4,836,998,673,805,450
fraud_Nitzsche, Kessler and Wolff
shopping_pos
2.57
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
a167b68089e6a9077b849fd7f16ba92c
1,371,299,454
46.342011
-87.182431
0
1,280,448
2020-06-15 12:31:41
4,503,101,193,493,053,000
fraud_Schmidt and Sons
shopping_net
356.17
Katherine
Tucker
F
670 Le Meadows Suite 250
Lakeland
FL
33,811
27.9865
-82.0139
237,282
Clothing/textile technologist
1979-07-03
d037d16c3d42676adc619e8b14550f73
1,371,299,501
28.005929
-81.894956
0
1,280,449
2020-06-15 12:31:42
4,430,881,574,719,618
fraud_Frami Group
entertainment
30.81
Alicia
Morales
F
4456 Dunn Roads
Meredith
CO
81,642
39.3199
-106.6596
61
Public relations account executive
1939-11-04
bf06ea08f90b28640a140917f923feba
1,371,299,502
38.807893
-105.66854
0
1,280,450
2020-06-15 12:31:48
3,518,669,219,150,142
fraud_Gottlieb-Hansen
personal_care
2.71
Dorothy
Thomas
F
537 Rice Square Suite 040
Milford
OH
45,150
39.1657
-84.233
31,394
Hospital doctor
1996-11-12
8ea26fe931e141bd8aff7efe268ed732
1,371,299,508
38.237534
-83.662744
0
1,280,451
2020-06-15 12:32:06
3,545,109,339,866,548
fraud_Medhurst Inc
home
19.15
Keith
Sanders
M
8030 Beck Motorway
Moorhead
MS
38,761
33.4783
-90.5142
2,870
Chartered public finance accountant
1999-03-05
5ece70c65624a6a42fcc829bf944f76e
1,371,299,526
33.875664
-90.151717
0
1,280,452
2020-06-15 12:32:08
38,057,513,087,029
fraud_Roob-Okuneva
health_fitness
33.2
Marissa
Clark
F
2677 Byrd Village Suite 035
San Jose
CA
95,148
37.3304
-121.7913
973,849
Geoscientist
1997-01-18
73517a7a09414d7e7f20937f81990607
1,371,299,528
37.808539
-121.832311
0
1,280,453
2020-06-15 12:32:20
344,709,867,813,900
fraud_Osinski Inc
personal_care
10.96
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
21d7b8c825ac2012df43156e32177485
1,371,299,540
26.523393
-81.688825
0
1,280,454
2020-06-15 12:32:21
3,512,365,128,314,616
fraud_Berge-Ullrich
home
66.59
Francisco
Kemp
M
9554 Flores Drive
Arnold
MO
63,010
38.4305
-90.387
35,439
Land/geomatics surveyor
1985-03-31
4cee51f6901e35f3fdf7cd28560d9b76
1,371,299,541
38.199087
-90.356105
0
1,280,455
2020-06-15 12:32:46
4,922,710,831,011,201
fraud_Lubowitz, Terry and Stracke
personal_care
19.46
Heather
Chase
F
6888 Hicks Stream Suite 954
Manor
PA
15,665
40.3359
-79.6607
1,472
Public affairs consultant
1941-03-07
f5b9f2010fe1d641f26e609db8f83abb
1,371,299,566
40.478607
-80.426745
0
1,280,456
2020-06-15 12:32:53
3,568,255,211,412,877
fraud_Kihn Inc
shopping_pos
600.45
Timothy
Gomez
M
707 Anthony Causeway
Leo
IN
46,765
41.2249
-85.0301
5,341
Biomedical engineer
1994-11-24
fe59427be42a4e6140a517f096528d83
1,371,299,573
40.539224
-86.019515
0
1,280,457
2020-06-15 12:33:24
2,297,447,006,766,555
fraud_Wuckert, Wintheiser and Friesen
home
286.81
Laura
Walker
F
611 Michael Rue
Cisco
IL
61,830
39.9972
-88.6962
478
Landscape architect
1960-01-13
fb8c4782fbeec06f86748ff1cadf6f88
1,371,299,604
40.110034
-89.418257
0
1,280,458
2020-06-15 12:33:24
4,209,696,857,872,688,600
fraud_Quitzon, Green and Bashirian
shopping_pos
3,272.29
Sarah
Bell
F
6963 Russell Causeway Suite 231
Galatia
IL
62,935
37.8274
-88.6235
1,943
Restaurant manager, fast food
1971-10-19
788cf4c59c2a2db71ac8e0b9d667b1a9
1,371,299,604
37.494228
-88.45627
0
1,280,459
2020-06-15 12:34:10
371,985,236,239,474
fraud_Koss, Hansen and Lueilwitz
home
20.1
Benjamin
Martin
M
0495 Baker Manors
Oriskany Falls
NY
13,425
42.9576
-75.4838
1,970
Programmer, multimedia
1949-06-09
103930e3fc68520182ced4586f13ded3
1,371,299,650
43.930147
-74.856423
0
1,280,460
2020-06-15 12:34:20
4,451,952,084,362,894
fraud_Feil, Hilpert and Koss
food_dining
67.37
Joseph
Davis
M
941 Adam Stravenue
Nazareth
TX
79,063
34.5444
-102.1069
686
Petroleum engineer
1980-07-30
1ff6cfef8b7c861d891b5bfd2ebd76d2
1,371,299,660
34.217869
-101.253903
0
1,280,461
2020-06-15 12:34:47
6,011,348,830,550,197
fraud_Schmidt-Larkin
home
7
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
d81ad4e7d006ee1e1d8ff5b4f7b1565e
1,371,299,687
34.35182
-87.644619
0
1,280,462
2020-06-15 12:34:49
4,841,313,716,651,064
fraud_Rippin-VonRueden
health_fitness
72.2
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
093d81247a6359c29857e18ae411ca9a
1,371,299,689
44.22107
-71.978782
0
1,280,463
2020-06-15 12:35:34
4,292,902,571,056,973,300
fraud_Reinger, Weissnat and Strosin
food_dining
11.14
Jeffrey
Smith
M
135 Joseph Mountains
Sula
MT
59,871
45.8433
-113.8748
218
Therapist, horticultural
1995-08-16
39d34dfd5c3fa68bb86a36fb314f5533
1,371,299,734
46.228018
-113.531031
0
1,280,464
2020-06-15 12:36:09
3,567,879,740,649,740
fraud_Lang, Towne and Schuppe
kids_pets
12.64
Tanya
Williams
F
566 Megan Well
Brownville
NY
13,615
44.0577
-76.0196
1,271
Producer, radio
1958-08-14
4fd33abeee693da2bd1a2d20a0c18f8c
1,371,299,769
43.601042
-75.924772
0
1,280,465
2020-06-15 12:36:10
6,538,441,737,335,434
fraud_Mueller, Gerhold and Mueller
health_fitness
36.1
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
92477f3c692e394bb29338dd6065d4e0
1,371,299,770
40.558846
-80.219986
0
1,280,466
2020-06-15 12:36:11
676,298,633,337
fraud_Champlin and Sons
home
29.46
Jessica
Werner
F
4529 Cannon Alley
Center Point
WV
26,339
39.4125
-80.6352
255
Chief Executive Officer
1971-12-10
aba98b8a7ceffe202ecae290e4d7d98e
1,371,299,771
40.190237
-80.867287
0
1,280,467
2020-06-15 12:36:11
4,364,010,865,167,176
fraud_Dare, Casper and Bartoletti
kids_pets
12.81
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
a9e892e9a85946812e5b0e355308d311
1,371,299,771
39.035867
-119.125749
0
1,280,468
2020-06-15 12:36:15
30,238,755,902,988
fraud_Kunze, Larkin and Mayert
travel
7.36
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
eab60555efd33f9ad34dc08eb983c816
1,371,299,775
29.642236
-96.753303
0
1,280,469
2020-06-15 12:36:22
571,465,035,400
fraud_Schoen, Nienow and Bauch
personal_care
73
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
1976-02-26
e3d12ed2588a8e87b79ecfd73e98e79d
1,371,299,782
43.757717
-108.714878
0
1,280,470
2020-06-15 12:36:26
639,023,984,367
fraud_Hoppe-Parisian
kids_pets
27.45
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
062c63487a15f2b97b9a32ad73cf1f73
1,371,299,786
45.327235
-75.938854
0
1,280,471
2020-06-15 12:36:30
4,514,242,065,619,750
fraud_Kuphal-Toy
food_dining
88.52
Janet
Carpenter
F
9870 Collins Flat
Laramie
WY
82,072
41.4247
-105.4781
35,371
Pilot, airline
1988-09-02
b755a64096ba4bfee70f7ebfd171ae12
1,371,299,790
40.847364
-104.720115
0
1,280,472
2020-06-15 12:36:39
3,550,554,389,581,384
fraud_Berge-Hills
kids_pets
42.38
Ryan
Foster
M
03921 Cole Mission Suite 882
Hampton
FL
32,044
29.8575
-82.1483
2,060
Oncologist
1983-11-10
0d750e1d8492219749631015b02e1db8
1,371,299,799
29.883911
-81.641413
0
1,280,473
2020-06-15 12:36:40
3,556,613,125,071,656
fraud_Stark-Batz
entertainment
126.57
Jose
Vasquez
M
572 Davis Mountains
Lake Jackson
TX
77,566
29.0393
-95.4401
28,739
Futures trader
1999-12-27
22049f8d59766d4271c5a67e811bc408
1,371,299,800
28.692792
-95.096423
0
1,280,474
2020-06-15 12:37:26
2,222,001,896,600,109
fraud_Nienow, Barrows and Romaguera
personal_care
41.77
Susan
Hernandez
F
2193 Osborne Run Apt. 789
Moro
IL
62,067
38.9318
-89.9618
2,401
Buyer, industrial
1972-01-03
83bbac55fcf2c3c67aaa51f3ee355ed2
1,371,299,846
38.163346
-90.68031
0
1,280,475
2020-06-15 12:37:31
4,683,638,447,911
fraud_Corwin-Romaguera
travel
533.3
Daniel
Boyd
M
8925 Nicholas Points
Egan
LA
70,531
30.251
-92.5002
1,261
Broadcast presenter
1972-07-01
ffac37d0da8a8060c2594474933abb05
1,371,299,851
29.766787
-92.681943
0
1,280,476
2020-06-15 12:37:31
6,011,231,546,538,393
fraud_Thompson-Gleason
health_fitness
3.64
Johnny
Bennett
M
321 Camacho Causeway
Boonton
NJ
7,005
40.9115
-74.414
15,269
Psychologist, sport and exercise
1993-07-05
2cf749a930961d7bf56b5821d899e66e
1,371,299,851
41.408342
-75.31222
0
1,280,477
2020-06-15 12:37:55
342,952,484,382,519
fraud_Effertz LLC
entertainment
12.48
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
fa43af15e34ae63d45acd3f4929e29bb
1,371,299,875
42.571618
-73.583368
0
1,280,478
2020-06-15 12:38:27
4,373,370,572,092,720,600
fraud_Kulas Group
health_fitness
11.7
Hailey
Rhodes
F
337 Michael Harbors Suite 722
Michigan
ND
58,259
48.0204
-98.1186
454
Producer, television/film/video
1972-07-29
2707598d161a40384565db1ffae44d2d
1,371,299,907
47.275473
-97.370676
0
1,280,479
2020-06-15 12:38:35
4,560,004,149,983,868,400
fraud_Thiel-Thiel
entertainment
121.99
Stacy
Villegas
F
20581 Pena Walks
Colorado Springs
CO
80,951
38.8881
-104.6556
525,713
Museum/gallery exhibitions officer
1992-05-09
d0cf086dcf750e52b9c737ff17773847
1,371,299,915
39.037651
-104.074465
0
1,280,480
2020-06-15 12:38:42
6,547,670,341,037,171
fraud_Auer LLC
personal_care
35.7
Bryce
Joseph
M
148 Baker Field
Chester Heights
PA
19,017
39.8839
-75.4669
348
Management consultant
1945-05-05
74c8924ba618e38da170b989d4294749
1,371,299,922
39.672178
-74.724332
0
1,280,481
2020-06-15 12:38:50
30,199,621,383,748
fraud_Hilpert-Conroy
kids_pets
49.63
Theresa
Powell
F
117 Natasha Vista Suite 936
Leonard
TX
75,452
33.4044
-96.2238
4,090
Sub
1977-03-23
5ba5f60df0e8e5393cb237c6df36342a
1,371,299,930
33.788016
-97.177382
0
1,280,482
2020-06-15 12:39:04
180,049,032,966,888
fraud_Denesik, Powlowski and Pouros
home
62.75
Michael
Flores
M
70761 Fitzpatrick Brooks Suite 631
Saxon
WI
54,559
46.4959
-90.4383
795
Television/film/video producer
1986-04-15
1405a1aa547b51ed4049ed16966038b6
1,371,299,944
47.308405
-90.390784
0
1,280,483
2020-06-15 12:39:17
2,252,055,259,910,912
fraud_Swift PLC
kids_pets
63.03
Jason
Hernandez
M
220 Frank Gardens
Hewitt
WI
54,441
44.6437
-90.1031
828
Arts development officer
1991-08-19
87d37b6e860026cac1729e01020fe70d
1,371,299,957
44.444614
-89.106303
0
1,280,484
2020-06-15 12:39:33
30,235,268,718,158
fraud_Metz, Russel and Metz
kids_pets
38.97
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
605f4d28a11cf29e6be8439842c75c2f
1,371,299,973
40.500072
-73.178068
0
1,280,485
2020-06-15 12:39:35
5,127,412,150,261,034
fraud_Leffler-Goldner
personal_care
27.71
David
Campbell
M
2989 Murray Inlet
Washington
DC
20,017
38.9367
-76.994
601,723
Psychotherapist, child
1991-02-04
35d0db1bd9227520cb634e741ea399fe
1,371,299,975
38.41605
-77.217017
0
1,280,486
2020-06-15 12:39:58
377,993,105,397,617
fraud_Windler LLC
kids_pets
40.64
Nathan
Martinez
M
586 Thomas Cliffs
Oconto Falls
WI
54,154
44.8755
-88.1555
5,548
Mining engineer
1975-09-11
2ce5936e3a02e3643aeebc9b62df3fde
1,371,299,998
44.554875
-87.667301
0
1,280,487
2020-06-15 12:40:52
3,542,162,746,848,552
fraud_Bednar Inc
travel
4.76
Bradley
Anderson
M
3896 Gilmore Mill
Emmons
MN
56,029
43.5089
-93.4824
744
Communications engineer
1968-01-28
bb5da20faa623e1988fe40d9dceef6b1
1,371,300,052
44.317938
-93.096824
0
1,280,488
2020-06-15 12:40:52
4,228,411,452,607,671
fraud_Ziemann-Waters
health_fitness
76.36
Aaron
Stewart
M
400 Zuniga Pine
Winthrop
ME
4,364
44.3229
-69.9576
6,025
Advertising account planner
1995-04-22
5fd42781e7985f5e076c5786514e7679
1,371,300,052
45.019043
-69.551494
0
1,280,489
2020-06-15 12:41:03
3,501,509,250,702,469
fraud_Zboncak LLC
food_dining
10.32
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
880b471b8c614721517382a17d3cc14e
1,371,300,063
25.419424
-80.740464
0
1,280,490
2020-06-15 12:41:27
3,590,736,522,064,285
fraud_Schoen Ltd
kids_pets
217.12
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
1975-12-20
d615c16a2793bf8fb501822b7878d967
1,371,300,087
35.160614
-92.235448
0
1,280,491
2020-06-15 12:41:33
3,521,417,320,836,166
fraud_Roberts, Ryan and Smith
personal_care
4.34
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
de25912d8bcee7fa489b2295215e5686
1,371,300,093
40.613423
-87.150446
0
1,280,492
2020-06-15 12:41:45
6,011,329,966,782,895
fraud_Reilly and Sons
health_fitness
96.77
Lauren
Butler
F
030 Seth Divide Suite 355
Tulsa
OK
74,131
36.0557
-96.0602
413,574
Teacher, special educational needs
1971-09-01
2199c0391e8bf8ac5b40da71f7af4ae6
1,371,300,105
35.832069
-96.118861
0
1,280,493
2020-06-15 12:41:58
4,149,635,823,017
fraud_Mohr Inc
shopping_pos
3.8
Samuel
Farrell
M
428 Michael Tunnel Apt. 377
Cleveland
AL
35,049
33.9778
-86.5598
3,996
Aid worker
1977-06-14
b424c059c4f3a1b050a284273723824c
1,371,300,118
33.490392
-86.547825
0
1,280,494
2020-06-15 12:42:17
213,112,402,583,773
fraud_Lehner, Reichert and Mills
misc_pos
2.07
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
ce077617ffcd287aba10ea294c5bd179
1,371,300,137
33.741544
-82.975238
0
1,280,495
2020-06-15 12:42:20
4,642,255,475,285,942
fraud_Zulauf LLC
personal_care
8.02
Sabrina
Johnson
F
320 Nicholson Orchard
Thompson
UT
84,540
38.9999
-109.615
46
Surveyor, minerals
1987-04-23
04374a3ed3c9404874bf0111f4f1f9ad
1,371,300,140
39.524544
-110.461382
0
1,280,496
2020-06-15 12:42:28
374,497,717,543,058
fraud_Lynch-Wisozk
home
3.86
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
1948-06-30
177701a180d0d97f875f1da061d4c379
1,371,300,148
48.008622
-100.563726
0
1,280,497
2020-06-15 12:42:54
4,997,733,566,924,489
fraud_Champlin-Casper
home
51.81
Stephanie
Taylor
F
598 Martin Pine Suite 365
Saint Paul
MN
55,128
44.9913
-92.9487
753,116
Fisheries officer
1971-08-06
eae3305c91bd0f7fe1f74d0008dc713c
1,371,300,174
44.994843
-92.492069
0
1,280,498
2020-06-15 12:44:09
2,706,977,570,537,524
fraud_Brown Inc
kids_pets
52.04
David
Serrano
M
4739 Martin Common
Zaleski
OH
45,698
39.283
-82.3977
341
Accounting technician
1978-12-18
474b79fb4bfba6d6850e545ce209aeb5
1,371,300,249
39.610276
-81.873325
0
1,280,499
2020-06-15 12:44:26
4,149,635,823,017
fraud_Kihn, Brakus and Goyette
personal_care
6.26
Samuel
Farrell
M
428 Michael Tunnel Apt. 377
Cleveland
AL
35,049
33.9778
-86.5598
3,996
Aid worker
1977-06-14
d1bfc22d775bec67b7ee7973e067e7d5
1,371,300,266
33.221325
-86.555449
0