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
1,267,900
2020-06-10 16:40:17
501,899,453,424
fraud_Bernier and Sons
kids_pets
52.46
Jessica
Dominguez
F
06393 Nancy Parkways Suite 855
Gadsden
AL
35,903
33.9845
-85.9077
67,082
Ceramics designer
1970-01-08
741c5e836341e263f55704522804265c
1,370,882,417
33.32416
-86.025142
0
1,267,901
2020-06-10 16:43:27
344,709,867,813,900
fraud_Tillman LLC
travel
7.77
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
983d17d73f6dfbb4b77a2f28699f9071
1,370,882,607
27.501959
-82.248403
0
1,267,902
2020-06-10 16:43:53
30,408,301,059,761
fraud_Weimann-Lockman
kids_pets
20.79
Brandon
Pittman
M
2881 Frey Village
Cross
SC
29,436
33.3364
-80.1859
4,471
Occupational hygienist
1973-10-09
da11f828a5e73db3ad7800e78de87dd7
1,370,882,633
32.6085
-79.943513
0
1,267,903
2020-06-10 16:44:20
30,143,713,661,454
fraud_Veum-Koelpin
travel
2.25
Nicholas
Thornton
M
5270 Megan Burg Suite 756
Halma
MN
56,729
48.6669
-96.5969
140
Embryologist, clinical
1942-01-06
6bd7178c081d1a8c284839f7444cf179
1,370,882,660
48.360517
-97.526586
0
1,267,904
2020-06-10 16:44:23
501,899,453,424
fraud_Schoen, Nienow and Bauch
personal_care
35.78
Jessica
Dominguez
F
06393 Nancy Parkways Suite 855
Gadsden
AL
35,903
33.9845
-85.9077
67,082
Ceramics designer
1970-01-08
9fb4065cf2b61258b7dc022a19ef3998
1,370,882,663
33.867866
-85.639299
0
1,267,905
2020-06-10 16:44:50
6,011,360,759,745,864
fraud_Bode-Rempel
kids_pets
72.77
Steven
Williams
M
231 Flores Pass Suite 720
Edinburg
VA
22,824
38.8432
-78.6003
6,018
Designer, multimedia
1947-08-21
b6636149528a933c9286328da10bcf2e
1,370,882,690
38.061625
-78.01359
0
1,267,906
2020-06-10 16:45:16
213,186,334,552,049
fraud_Haley Group
misc_pos
7.31
Andrea
Perkins
F
37426 Olson Villages
Irvine
PA
16,329
41.8117
-79.2643
528
Chief Marketing Officer
1972-09-13
650dd857e61466519383af06949622fa
1,370,882,716
41.092695
-78.459544
0
1,267,907
2020-06-10 16:45:35
377,654,590,313,960
fraud_Erdman-Schaden
personal_care
58.61
Lawrence
Davis
M
7421 Serrano Lane Apt. 580
Powell
TN
37,849
36.0435
-84.04
25,459
Teacher, special educational needs
1969-02-22
61db11cae2917028db30941bb5d404a8
1,370,882,735
35.855655
-83.973028
0
1,267,908
2020-06-10 16:46:12
5,410,056,176,712,193
fraud_Denesik, Powlowski and Pouros
home
135.76
Jeffrey
Krause
M
4742 Alexandria Mountain
New Franken
WI
54,229
44.5592
-87.8235
4,306
Art therapist
1989-10-19
0e9de9b97f42ae71c9ad7678b99d6e96
1,370,882,772
44.208472
-86.980764
0
1,267,909
2020-06-10 16:46:22
6,595,970,453,799,027
fraud_Dare, Fritsch and Zboncak
health_fitness
33.54
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
9da206bc03b4ca7c0cf2cd2fdf2a7c93
1,370,882,782
41.425232
-74.732965
0
1,267,910
2020-06-10 16:47:57
4,586,810,168,620,942
fraud_Schumm PLC
health_fitness
164.55
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
55225cc7e440808c73df7452a9f4c6cf
1,370,882,877
32.465323
-79.612535
0
1,267,911
2020-06-10 16:49:12
5,580,563,567,307,107
fraud_Bernier and Sons
kids_pets
53.66
Stanley
Dickson
M
078 Alex Fields
Smock
PA
15,480
39.9961
-79.7678
1,946
Charity fundraiser
1990-06-21
b4bf61ef20686a6d60c949f91c80920e
1,370,882,952
38.997245
-79.294176
0
1,267,912
2020-06-10 16:50:31
2,383,461,948,823,908
fraud_Schimmel-Olson
kids_pets
57.42
Patrick
Vaughan
M
651 Miller Common
Parsonsfield
ME
4,047
43.745
-70.9092
1,892
Audiological scientist
1956-03-02
ce1eb1ff6880f20bff23bdf7ca7a4f11
1,370,883,031
43.216036
-71.825171
0
1,267,913
2020-06-10 16:51:04
4,584,931,703,207,308,300
fraud_Rempel Inc
shopping_net
2
Amanda
Gomez
F
8152 Brittany Centers
Dallas
TX
75,218
32.8463
-96.6972
1,263,321
Designer, ceramics/pottery
1975-04-16
be26937c5cfc572f61d2667ec451cd8c
1,370,883,064
32.336547
-97.31088
0
1,267,914
2020-06-10 16:51:19
30,235,438,713,303
fraud_Pollich LLC
home
5.83
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
f5a3d5b55c0ba071f3e0599502d259f6
1,370,883,079
39.332451
-82.746493
0
1,267,915
2020-06-10 16:51:36
4,681,699,462,969
fraud_Donnelly LLC
entertainment
22.55
Joseph
Gonzalez
M
319 Wendy Fort Suite 179
Murfreesboro
TN
37,132
35.8596
-86.421
158,701
Journalist, newspaper
1978-03-06
d5d1d6764c0009f695c8f0f44ad2a584
1,370,883,096
35.697069
-86.415217
0
1,267,916
2020-06-10 16:53:44
4,855,853,415,727,305,000
fraud_Weber, Thiel and Hammes
kids_pets
62.57
Justin
Aguilar
M
184 Miller Manors
Wittenberg
WI
54,499
44.8232
-89.1665
3,223
Senior tax professional/tax inspector
1954-06-30
7eef47abf5a4781e282aa5efce054ac1
1,370,883,224
43.870361
-88.779714
0
1,267,917
2020-06-10 16:53:47
30,551,643,947,183
fraud_Johns Inc
entertainment
55.12
Morgan
Smith
F
1441 Bradley Place
Grover
NC
28,073
35.1836
-81.4552
5,621
Toxicologist
1973-11-14
174c9f28a7566d9784af10e1e8807a99
1,370,883,227
34.836927
-81.725548
0
1,267,918
2020-06-10 16:55:25
5,152,054,598,359,927
fraud_Morissette PLC
shopping_pos
9.15
Jim
Johnson
M
868 Brady Mill Apt. 837
Gretna
LA
70,056
29.8872
-90.0331
55,581
Biomedical scientist
1972-09-12
582175ebb895c67cce0cc2d328f35165
1,370,883,325
29.022404
-89.611065
0
1,267,919
2020-06-10 16:55:35
4,683,520,018,489,354
fraud_Nader-Maggio
personal_care
7.56
Charles
Carrillo
M
17547 Stephen Turnpike Apt. 846
Hawthorne
CA
90,250
33.9143
-118.3493
93,193
Editor, magazine features
1995-04-19
ab9037f95e5ca9bf090830e64937299c
1,370,883,335
33.2473
-117.716538
0
1,267,920
2020-06-10 16:55:36
180,014,262,259,255
fraud_Zboncak LLC
food_dining
69.17
Brianna
Page
F
0043 Henry Plaza
Brantley
AL
36,009
31.571
-86.2743
2,566
Exercise physiologist
1958-06-26
ad3d5eb891f2e9e005a6b7726230ac51
1,370,883,336
32.252652
-86.54207
0
1,267,921
2020-06-10 16:55:58
503,874,407,318
fraud_Gislason Group
misc_pos
8.41
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
1155c76b82440d95cdb83031e7fbd166
1,370,883,358
28.975126
-98.029015
0
1,267,922
2020-06-10 16:56:25
5,540,636,818,935,089
fraud_Roob, Conn and Tremblay
shopping_pos
15.29
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
96b067a302a49601116845031d00b98c
1,370,883,385
43.264261
-70.983426
0
1,267,923
2020-06-10 16:56:42
371,284,100,299,909
fraud_Quitzon, Green and Bashirian
shopping_pos
1.84
Hannah
Thomas
F
1004 Willis Pass
Hedley
TX
79,237
34.8698
-100.6806
513
Early years teacher
1976-05-24
88ac514430532203f7c0ffbc5fb93334
1,370,883,402
33.890253
-101.284309
0
1,267,924
2020-06-10 16:59:03
4,897,067,971,111,210,000
fraud_Schmidt-Larkin
home
11.89
Randy
Wood
M
542 Howe Mission Apt. 092
Port Richey
FL
34,668
28.3011
-82.6927
42,619
Environmental education officer
1975-10-07
8d4d98066c9ebc3657282b6c8d49314f
1,370,883,543
28.016091
-83.5522
0
1,267,925
2020-06-10 16:59:47
3,583,635,130,604,947
fraud_Goyette, Howell and Collier
shopping_pos
744.88
Crystal
Gamble
F
899 Michele View Suite 960
Philadelphia
PA
19,149
40.0369
-75.0664
1,526,206
Structural engineer
1985-01-01
d7c026d320068505a09768628d9906cd
1,370,883,587
39.168082
-75.389746
0
1,267,926
2020-06-10 16:59:54
4,003,771,737,807,706
fraud_Rolfson-Kunde
personal_care
26.48
Danielle
Hayden
F
03368 Michelle Trail
Gregory
AR
72,059
35.1791
-91.2594
37
Lecturer, further education
1958-01-01
99285a5c4b68e5093abacd87478c319c
1,370,883,594
35.144597
-91.251377
0
1,267,927
2020-06-10 17:00:02
630,441,765,090
fraud_Greenholt Ltd
health_fitness
52.53
Susan
Washington
F
759 Erin Mount Suite 956
May
TX
76,857
31.9571
-98.9656
1,791
Corporate investment banker
1965-07-26
f8ed36be5e9041209a944ba21f8a2125
1,370,883,602
31.180093
-98.407619
0
1,267,928
2020-06-10 17:00:24
4,070,511,711,385,545
fraud_Yost-Rogahn
personal_care
30.43
Stephanie
Hopkins
F
44089 Carrie Crossing Suite 954
Falls City
TX
78,113
28.9814
-98.0156
2,435
Engineer, mining
1967-04-09
d712b254d6b3c5a109373cd6ce7a7d08
1,370,883,624
29.609196
-98.54838
0
1,267,929
2020-06-10 17:01:10
4,683,638,447,911
fraud_Gaylord-Powlowski
home
83.26
Daniel
Boyd
M
8925 Nicholas Points
Egan
LA
70,531
30.251
-92.5002
1,261
Broadcast presenter
1972-07-01
3c31be214023efde7a3faf83d654b6c1
1,370,883,670
30.43643
-91.99303
0
1,267,930
2020-06-10 17:01:17
4,377,338,765,909,719
fraud_Boyer PLC
shopping_net
4.24
Nicholas
Mcmahon
M
2123 Jonathan Falls Suite 753
Heiskell
TN
37,754
36.115
-84.0438
4,729
Geologist, wellsite
1982-04-19
38438de037a6b345fb44ec903ba46c88
1,370,883,677
36.692239
-84.155903
0
1,267,931
2020-06-10 17:01:59
3,596,217,206,093,829
fraud_Abernathy and Sons
food_dining
65.23
Sara
Ramirez
F
23843 Scott Island
Birmingham
IA
52,535
40.8626
-91.9534
888
Camera operator
1988-03-25
e6289141d2cf1dfaea3fd5f45030c33a
1,370,883,719
40.195966
-91.976159
0
1,267,932
2020-06-10 17:03:00
4,069,975,342,931,683
fraud_Howe Ltd
misc_pos
22.34
Kimberly
Martin
F
1943 Dennis Inlet Suite 145
Hurricane
WV
25,526
38.4257
-81.9943
21,902
Sub
1980-09-18
6aaf3d770bda9efa4cb0b2855c5236b0
1,370,883,780
38.964495
-82.219283
0
1,267,933
2020-06-10 17:03:52
377,026,671,291,680
fraud_Altenwerth, Cartwright and Koss
shopping_net
7.87
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
99fda91356807a541f0356af02dfde48
1,370,883,832
36.840709
-91.13398
0
1,267,934
2020-06-10 17:03:57
676,248,282,243
fraud_Block-Hauck
travel
4.19
Amanda
Wheeler
F
329 Emily Cape
Cape Coral
FL
33,909
26.6939
-81.9452
156,391
Higher education careers adviser
1968-02-09
7487e2bf715390e9a20b055a5f928ac7
1,370,883,837
26.900506
-82.464524
0
1,267,935
2020-06-10 17:04:23
30,266,994,494,236
fraud_Cremin, Hamill and Reichel
misc_pos
469.8
Sarah
Foster
F
77872 Andrea Glen Apt. 543
Ford
VA
23,850
37.1349
-77.7364
1,051
Chief Operating Officer
1976-11-21
c5ec35bff5c2ffe755c9b972e70bcc14
1,370,883,863
36.542702
-77.404275
0
1,267,936
2020-06-10 17:05:04
4,926,376,199,189,801
fraud_Windler, Goodwin and Kovacek
home
172.14
Claire
Davis
F
83685 Matthew Center Suite 870
Cherokee Village
AR
72,529
36.3011
-91.5281
4,726
Pharmacologist
1977-06-07
f8f642e743fd9f420d56ab70881b6062
1,370,883,904
35.571017
-91.458602
0
1,267,937
2020-06-10 17:07:12
213,153,151,785,052
fraud_Cormier LLC
shopping_net
6.58
Rebecca
Conley
F
181 Moreno Light Apt. 215
Tomahawk
WI
54,487
45.4963
-89.7273
9,594
Seismic interpreter
1997-11-23
7929bd46d4c63b53a638dd51da313481
1,370,884,032
45.513186
-90.260603
0
1,267,938
2020-06-10 17:08:05
60,427,851,591
fraud_O'Connell-Ullrich
home
79.26
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
c9379c096c080144efa8e180a0d78cdd
1,370,884,085
34.827625
-98.595079
0
1,267,939
2020-06-10 17:08:19
213,178,765,398,315
fraud_Mueller, Gerhold and Mueller
health_fitness
21.11
Alan
Colon
M
748 Bryan Fields Suite 935
Riverton
WY
82,501
43.0351
-108.2024
19,408
Lecturer, higher education
1993-09-11
86608d50b9e88b6ca7ccada75e5542b3
1,370,884,099
43.625487
-107.362201
0
1,267,940
2020-06-10 17:08:21
571,314,334,723
fraud_Hermiston, Russel and Price
food_dining
231.62
Lori
Mclean
F
4548 Werner Wells Apt. 441
Mc Clellandtown
PA
15,458
39.8882
-79.8694
2,379
Sales professional, IT
1971-01-19
5c312081f8eb8c2fe1aecc978bd8c727
1,370,884,101
38.934229
-80.018587
0
1,267,941
2020-06-10 17:08:30
3,527,536,963,490,470
fraud_Kling, Howe and Schneider
home
48.55
Teresa
Stein
F
2838 White Fields Apt. 473
Brunson
SC
29,911
32.9413
-81.1807
1,725
Social researcher
1974-12-05
4589f950f3caa60c4bd346a6c1cd0099
1,370,884,110
33.033768
-80.922055
0
1,267,942
2020-06-10 17:08:38
4,900,628,639,996
fraud_Klein Group
entertainment
28.54
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
13faab1a9147b96a89dd34eb0d59c683
1,370,884,118
32.980061
-117.755854
0
1,267,943
2020-06-10 17:09:08
502,038,091,380
fraud_Runte-Mohr
food_dining
66.76
Kurt
Peters
M
7290 Ashlee Keys
Kissee Mills
MO
65,680
36.6704
-93.0377
1,201
Engineer, agricultural
1980-03-18
e3e932ac36bd0a52755119d6d8c13930
1,370,884,148
36.801765
-93.974539
0
1,267,944
2020-06-10 17:10:06
4,379,260,813,815,979,500
fraud_McDermott, Osinski and Morar
home
9.76
Thomas
Jenkins
M
93914 Gregory Via
Oakland
CA
94,619
37.7878
-122.1884
381,459
Barista
1974-01-03
a6e990811ae4586e5fa114f3ff4b2a21
1,370,884,206
38.629944
-121.381018
0
1,267,945
2020-06-10 17:10:10
6,011,367,958,204,270
fraud_Greenholt, O'Hara and Balistreri
shopping_net
122.2
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
2b4576fdd8350492f4d365bccf96cad2
1,370,884,210
41.413831
-81.377726
0
1,267,946
2020-06-10 17:11:10
4,044,436,772,018,844,700
fraud_Waters-Cruickshank
health_fitness
16.46
Amy
Abbott
F
01505 Amy Stravenue
Dayton
OH
45,415
39.8355
-84.2613
479,994
Environmental manager
1970-11-09
1cede55daa7ceeb255dc3c7cd826e8b9
1,370,884,270
39.332323
-85.100531
0
1,267,947
2020-06-10 17:11:23
3,513,618,443,244,549
fraud_Larkin, Stracke and Greenfelder
entertainment
25.95
Amber
Perez
F
954 Reyes Ways
Fulton
SD
57,340
43.7588
-97.8712
355
Financial adviser
1955-06-26
6341b6032c96d1259f08515b839f80ae
1,370,884,283
42.920916
-98.684142
0
1,267,948
2020-06-10 17:11:24
3,586,008,444,788,268
fraud_Goyette-Gerhold
kids_pets
24.42
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
91cf8a2c45102ca4dbc0a8eb75ac113f
1,370,884,284
48.242723
-121.154263
0
1,267,949
2020-06-10 17:11:59
4,990,494,243,023
fraud_Weimann-Lockman
kids_pets
68.21
Martin
Ford
M
56812 Francis Courts
Corriganville
MD
21,524
39.6967
-78.8031
626
Energy engineer
1960-12-13
4e956e5fea24983171d2e78632f721e1
1,370,884,319
39.420069
-78.762035
0
1,267,950
2020-06-10 17:12:00
376,656,886,990,758
fraud_Auer LLC
personal_care
66.66
Richard
Vance
M
169 Shelia Knoll Suite 753
Zavalla
TX
75,980
31.1569
-94.3871
2,836
Designer, jewellery
1985-12-03
c402057f2baa6be4cc5f08aad57b4336
1,370,884,320
31.53306
-94.260749
0
1,267,951
2020-06-10 17:14:05
3,517,814,635,263,522
fraud_Ledner, Hartmann and Feest
health_fitness
89.56
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
0918c199549f183b8d99579470c9e6f6
1,370,884,445
38.274222
-80.046614
0
1,267,952
2020-06-10 17:14:09
6,011,367,958,204,270
fraud_Moore, Williamson and Emmerich
home
33.12
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
8772450317096a4995f3ce8aecad7978
1,370,884,449
41.658189
-81.803199
0
1,267,953
2020-06-10 17:15:06
3,504,178,999,463,051
fraud_Romaguera, Wehner and Tromp
kids_pets
21.63
Drew
Garcia
M
70858 Jasmine Meadows Apt. 135
Lima
OH
45,801
40.7641
-84.0973
86,954
Copywriter, advertising
1992-07-23
611bdb0446bf3732309a1c50777cb0d4
1,370,884,506
40.385905
-83.865403
0
1,267,954
2020-06-10 17:15:14
4,716,561,796,955,522
fraud_Medhurst, Cartwright and Ebert
personal_care
15.59
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
fd174c8af62b02fcf206a14bb7be4b94
1,370,884,514
47.562134
-112.337004
0
1,267,955
2020-06-10 17:15:38
30,074,693,890,476
fraud_Kutch-Wilderman
home
54.35
Kelsey
Richards
F
889 Sarah Station Suite 624
Holcomb
KS
67,851
37.9931
-100.9893
2,691
Arboriculturist
1993-08-16
51154a41b3d0e4c867190452191b1197
1,370,884,538
37.090363
-100.6381
0
1,267,956
2020-06-10 17:16:10
2,222,001,896,600,109
fraud_Denesik and Sons
shopping_pos
4.14
Susan
Hernandez
F
2193 Osborne Run Apt. 789
Moro
IL
62,067
38.9318
-89.9618
2,401
Buyer, industrial
1972-01-03
30bde57aa7fe970a0742501f5c726988
1,370,884,570
39.592219
-90.859778
0
1,267,957
2020-06-10 17:18:40
4,509,922,033,272,157
fraud_Haag-Blanda
food_dining
44.56
Monica
West
F
22084 Smith Roads Suite 776
Hurley
SD
57,036
43.2893
-97.1904
811
Neurosurgeon
1972-03-28
1f22fd2f64b6616caa0adf6ef0c87c94
1,370,884,720
43.744407
-97.797976
0
1,267,958
2020-06-10 17:18:43
567,868,110,212
fraud_Greenholt, O'Hara and Balistreri
shopping_net
6.71
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
1984-12-16
f570ffb62a4af484c4686dc37c09f7a4
1,370,884,723
30.43748
-95.787223
0
1,267,959
2020-06-10 17:18:47
180,011,453,250,192
fraud_Abernathy and Sons
food_dining
48.6
Craig
Dunn
M
721 Jacqueline Brooks
New Boston
IL
61,272
41.2153
-90.9879
1,504
Manufacturing engineer
1993-10-05
439c9e2af94d6157d3071a488c72b1fd
1,370,884,727
41.147766
-91.181692
0
1,267,960
2020-06-10 17:19:26
213,193,596,103,206
fraud_Romaguera, Wehner and Tromp
kids_pets
50.97
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
66b4bca3663b5e1907299012694f85a5
1,370,884,766
45.141231
-84.513187
0
1,267,961
2020-06-10 17:19:47
2,266,735,643,685,262
fraud_Runte, Green and Emard
health_fitness
17.9
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
1972-07-25
b99a1f14eeee97086e3f5096323f462f
1,370,884,787
35.308134
-86.475342
0
1,267,962
2020-06-10 17:20:07
639,095,706,599
fraud_Kuhn Group
food_dining
10.48
Kyle
Wilkinson
M
93970 Trujillo Causeway
Curlew
IA
50,527
42.9633
-94.7975
223
Estate manager/land agent
1939-04-14
8ec9561e975c7d0957c04236329b981a
1,370,884,807
41.972261
-93.985657
0
1,267,963
2020-06-10 17:20:19
377,026,671,291,680
fraud_Kihn, Abernathy and Douglas
shopping_net
38.2
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
f258ee4538ad30b89b3cc5694e609e65
1,370,884,819
36.879628
-91.122338
0
1,267,964
2020-06-10 17:20:34
3,545,109,339,866,548
fraud_Hammes-Beatty
kids_pets
8.31
Keith
Sanders
M
8030 Beck Motorway
Moorhead
MS
38,761
33.4783
-90.5142
2,870
Chartered public finance accountant
1999-03-05
254582b1f4cf0ef3fd02e1f498676650
1,370,884,834
32.534235
-90.266672
0
1,267,965
2020-06-10 17:20:44
3,577,794,103,155,425
fraud_Beier and Sons
home
44.03
Mary
Humphrey
F
9853 Flynn Hollow Apt. 602
Reynolds
ND
58,275
47.7068
-97.2092
733
Visual merchandiser
1994-11-12
3231a75df26b187f43220adac33c3e77
1,370,884,844
47.645946
-97.482861
0
1,267,966
2020-06-10 17:21:03
30,118,423,745,458
fraud_Gerhold LLC
home
42.66
Jared
Velazquez
M
01479 Murray Circle
Matawan
NJ
7,747
40.4109
-74.238
30,770
Drilling engineer
1993-04-29
ba9aa29db1a8c6b93d23ee4cfd8faab9
1,370,884,863
39.71231
-74.703879
0
1,267,967
2020-06-10 17:22:45
4,348,786,085,525,522
fraud_Schaefer Ltd
kids_pets
56.99
John
Nichols
M
862 Anderson Highway
Bryant
WI
54,418
45.203
-88.9983
1,080
Information systems manager
1979-01-08
c084bca364233e19b856e0431e5b2c79
1,370,884,965
45.881857
-89.027525
0
1,267,968
2020-06-10 17:23:09
6,011,399,591,920,186
fraud_Boyer-Reichert
shopping_net
2.85
Maria
Roy
F
58665 Nicholas Ford Suite 348
Sheffield
MA
1,257
42.1001
-73.3611
2,121
Radio producer
1973-10-14
c2f9d9e3051d8c90568ba02432b1a712
1,370,884,989
42.022266
-73.873754
0
1,267,969
2020-06-10 17:23:30
4,764,202,053,279,782
fraud_Kuhn Group
food_dining
105
Derek
Jones
M
198 Candace Plaza
Diamond
OH
44,412
41.0935
-81.0425
2,644
Air cabin crew
1981-01-06
1d29bc7fe397829b0342a0794284f41d
1,370,885,010
42.038916
-80.942008
0
1,267,970
2020-06-10 17:23:38
213,175,487,106,448
fraud_Swift PLC
kids_pets
94.57
Diane
Jackson
F
682 Mills Way Apt. 814
Rule
TX
79,548
33.0771
-99.959
932
Physicist, medical
1954-12-10
392561c2500dfe7200e161f38f81e83d
1,370,885,018
32.955705
-99.505523
0
1,267,971
2020-06-10 17:23:39
373,213,026,644,490
fraud_Lehner, Reichert and Mills
misc_pos
6.3
Bobby
Smith
M
3495 Williams Stream
San Diego
CA
92,101
32.7185
-117.1593
1,241,364
Comptroller
1987-11-30
6cbdf4870207653323b3a19b4c87bfc8
1,370,885,019
33.410625
-116.379481
0
1,267,972
2020-06-10 17:24:01
4,836,998,673,805,450
fraud_Turcotte, Batz and Buckridge
health_fitness
57.44
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
a7b909b7a639aa520f53093b13560be5
1,370,885,041
45.229556
-86.686556
0
1,267,973
2020-06-10 17:24:08
4,191,109,180,926,792
fraud_Padberg-Rogahn
entertainment
59.03
Jennifer
Spencer
F
477 Wheeler Burg
Amanda
OH
43,102
39.6251
-82.7552
4,512
Farm manager
1992-10-03
e83e72f37d5f721872a65aec2fe2b9e6
1,370,885,048
38.652025
-83.312324
0
1,267,974
2020-06-10 17:24:46
372,509,258,176,510
fraud_Windler LLC
kids_pets
56.13
Kristen
Hanson
F
26544 Andrea Glen
Goodrich
MI
48,438
42.9147
-83.4845
6,951
Learning disability nurse
1985-06-18
de663a0f42df9dd88eefeeddb8cea824
1,370,885,086
43.114895
-82.955296
0
1,267,975
2020-06-10 17:25:42
3,583,793,405,872,580
fraud_Jerde-Hermann
travel
5.26
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
1970-09-27
5e709616be555c1f1bd17b27b4c87d94
1,370,885,142
34.092591
-98.467256
0
1,267,976
2020-06-10 17:26:18
4,104,312,520,615,374
fraud_Wiza, Schaden and Stark
misc_pos
5.35
Brooke
Rodriguez
F
901 Todd Gardens Apt. 466
Mountain Center
CA
92,561
33.6401
-116.5567
1,661
Therapist, music
1988-09-19
5da009361bdc949be1474518685f6d31
1,370,885,178
33.260904
-115.636409
0
1,267,977
2020-06-10 17:26:39
180,094,419,304,907
fraud_Fahey Inc
kids_pets
55.71
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
1972-09-22
4a26fd10048ae4c0fdc161cea83d776d
1,370,885,199
33.14117
-117.586501
0
1,267,978
2020-06-10 17:28:10
3,589,289,942,931,264
fraud_O'Connell, Botsford and Hand
home
80.42
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
438e3b6a0b97df7d4e1ccfd6bf854101
1,370,885,290
44.06717
-97.990502
0
1,267,979
2020-06-10 17:28:57
4,908,846,471,916,297
fraud_Durgan, Gislason and Spencer
home
40.59
Lauren
Torres
F
03030 White Lakes
Grandview
TX
76,050
32.2779
-97.2351
5,875
Radiographer, therapeutic
1992-07-24
a08ba9f105c3fe5d8a9daf882b53e1ed
1,370,885,337
32.657967
-96.908663
0
1,267,980
2020-06-10 17:29:25
3,535,808,924,394,848
fraud_Runte, Green and Emard
health_fitness
72.32
Matthew
Myers
M
4936 Michelle Points
Tower Hill
IL
62,571
39.39
-88.9597
1,532
Radio broadcast assistant
1980-01-09
657637b62536f8cab3afec46b6a32043
1,370,885,365
40.148472
-88.537558
0
1,267,981
2020-06-10 17:29:51
6,573,561,108,825,071
fraud_Eichmann-Kilback
home
235.37
Kristina
Lewis
F
5449 Brandi Heights Apt. 111
Tulsa
OK
74,130
36.2395
-95.9596
413,574
Bookseller
1968-06-18
598be76c0591dd017d83ab0e2eecc7f1
1,370,885,391
36.437262
-95.852
0
1,267,982
2020-06-10 17:31:07
2,288,813,824,604,479
fraud_Kutch-Wilderman
home
23.15
Barbara
Norman
F
6278 Stephanie Unions
New York City
NY
10,039
40.8265
-73.9383
1,577,385
Herbalist
1981-08-29
16f0761721a36b230ff49bbf132d4562
1,370,885,467
39.829458
-74.130322
0
1,267,983
2020-06-10 17:31:48
4,607,072,969,078,276
fraud_Carroll PLC
health_fitness
32.41
Brenda
Perez
F
033 Tara Brook Suite 523
Coyle
OK
73,027
35.8985
-97.2607
1,493
Amenity horticulturist
1985-03-21
3e7711e7adec9e28ca31e15cf361f7bf
1,370,885,508
35.511431
-96.317259
0
1,267,984
2020-06-10 17:31:56
3,560,318,482,131,952
fraud_Bednar PLC
kids_pets
48.91
William
Skinner
M
524 Wu Spurs Suite 894
Mount Hope
AL
35,651
34.4793
-87.4769
1,312
Librarian, academic
1955-02-01
e65dccd010721ab922a9dcf9c309d648
1,370,885,516
34.393783
-88.38127
0
1,267,985
2020-06-10 17:32:17
3,519,607,465,576,254
fraud_Fritsch and Sons
health_fitness
54.22
Audrey
Gonzalez
F
34180 Lopez Plaza
Fields Landing
CA
95,537
40.7268
-124.2174
276
Scientist, audiological
1929-05-06
f4a00ffc0798fcc578b575e2acf7c833
1,370,885,537
40.837829
-124.908807
0
1,267,986
2020-06-10 17:35:13
30,044,330,818,990
fraud_Volkman PLC
food_dining
34.96
Allison
Ayala
F
87665 Karen Mill Apt. 586
Fort Myers
FL
33,967
26.4722
-81.8122
224,256
Paramedic
1985-08-29
60c8e437c1c563b0bcc5dc6b12d225f9
1,370,885,713
27.210407
-82.284657
0
1,267,987
2020-06-10 17:35:45
4,514,242,065,619,750
fraud_Dare, Casper and Bartoletti
kids_pets
61.77
Janet
Carpenter
F
9870 Collins Flat
Laramie
WY
82,072
41.4247
-105.4781
35,371
Pilot, airline
1988-09-02
f577313fa8337861e90ce8bd9bf5acce
1,370,885,745
41.932555
-104.507153
0
1,267,988
2020-06-10 17:39:15
4,653,879,239,169,997
fraud_Terry Ltd
home
20.2
Monica
Tucker
F
302 Christina Islands
Smiths Grove
KY
42,171
37.0581
-86.1938
6,841
Therapist, sports
1999-06-06
192e8ae3784808ee20f0c4705b2a5e22
1,370,885,955
36.242364
-86.870355
0
1,267,989
2020-06-10 17:40:19
4,457,732,997,086,323,700
fraud_McCullough, Hudson and Schuster
food_dining
65.01
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
1987-05-19
27b2a757fefe7907802ff0f05785c6af
1,370,886,019
39.144652
-119.830407
0
1,267,990
2020-06-10 17:40:52
4,169,759,661,243,568
fraud_Lubowitz-Walter
kids_pets
57.31
Jamie
Carr
F
55363 Aaron Circle Suite 450
Lawn
PA
17,041
40.2236
-76.538
213
Special educational needs teacher
1972-02-15
dd3e8bfb69ad96a2a80feeade50c6d76
1,370,886,052
39.79482
-76.543535
0
1,267,991
2020-06-10 17:41:25
4,810,789,809,665,943,000
fraud_Dooley Inc
shopping_pos
3.78
Julie
Sanchez
F
916 Charles Road
Bowersville
OH
45,307
39.5756
-83.7153
338
Quantity surveyor
1988-07-28
f7f13a4369bb2daceea61af300d973f3
1,370,886,085
38.670811
-83.387921
0
1,267,992
2020-06-10 17:41:34
3,500,969,075,198,072
fraud_Schroeder Group
health_fitness
156.84
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
1999-05-31
d4ff8c9b532cdf2b453b5d6887f9c0c6
1,370,886,094
46.469456
-117.782059
0
1,267,993
2020-06-10 17:41:45
342,035,762,534,413
fraud_Parker, Nolan and Trantow
entertainment
91.4
Jennifer
Carrillo
F
334 Adam Mountains Apt. 868
Manquin
VA
23,106
37.7184
-77.186
976
Engineer, automotive
1999-06-19
237db0eca6365a098a0d2a2a4ffcebdc
1,370,886,105
38.329186
-77.132174
0
1,267,994
2020-06-10 17:42:13
6,011,860,238,257,910
fraud_Medhurst Inc
home
48.51
Lisa
Mendez
F
44259 Beth Station Suite 215
Lahoma
OK
73,754
36.385
-98.0727
1,078
Programme researcher, broadcasting/film/video
1952-07-06
476c33203c9cbbde7042464e3634a37a
1,370,886,133
36.594469
-97.473768
0
1,267,995
2020-06-10 17:43:04
567,868,110,212
fraud_Welch, Rath and Koepp
entertainment
100.74
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
1984-12-16
081a90f8b3a8e543a7bcd32100e98665
1,370,886,184
29.924094
-94.54861
0
1,267,996
2020-06-10 17:44:12
639,046,421,587
fraud_Jacobi Inc
health_fitness
72.63
Dylan
Bonilla
M
2497 John Motorway Suite 922
Leetsdale
PA
15,056
40.5662
-80.2099
1,140
Administrator, education
1986-06-20
91c4b34fe1bb6979d6f84998f2c41578
1,370,886,252
41.468352
-79.338206
0
1,267,997
2020-06-10 17:44:21
4,170,689,372,027,579
fraud_Klein Group
entertainment
187.83
Samuel
Frey
M
830 Myers Plaza Apt. 384
Edmond
OK
73,034
35.6665
-97.4798
116,001
Media buyer
1993-05-10
320dc1db3140dcb1cbfd8f94406593b0
1,370,886,261
36.191555
-96.685614
0
1,267,998
2020-06-10 17:44:45
4,874,017,206,859,125
fraud_Koss, McLaughlin and Mayer
food_dining
52.48
Lauren
Williams
F
065 Jones Stravenue
Lake Oswego
OR
97,034
45.4093
-122.6847
42,817
Planning and development surveyor
1982-05-28
595b62d11521dc8d96d5389ea6cc5471
1,370,886,285
46.096056
-121.691994
0
1,267,999
2020-06-10 17:44:51
371,226,440,126,102
fraud_Hudson-Grady
shopping_pos
7
Stacy
Lambert
F
85430 Julie Trafficway Suite 792
Mulberry Grove
IL
62,262
38.9311
-89.2463
1,810
Race relations officer
1974-12-24
e56c67974fa4411bb36ab983955b77cf
1,370,886,291
38.907
-88.92066
0