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
5,400
2019-01-04 13:03:43
3,550,554,389,581,384
fraud_Hirthe-Beier
health_fitness
75.65
Ryan
Foster
M
03921 Cole Mission Suite 882
Hampton
FL
32,044
29.8575
-82.1483
2,060
Oncologist
1983-11-10
c151698ae03b00c4acbc7fcc585d5950
1,325,682,223
30.343148
-82.792856
0
5,401
2019-01-04 13:04:19
213,156,747,557,083
fraud_Romaguera, Wehner and Tromp
kids_pets
73.03
Adam
Santos
M
725 Jo Trace Apt. 102
Glendale
CA
91,206
34.1556
-118.2322
172,817
Advertising account planner
1982-07-30
a6e0ec6d64f6f963c97e2ba16b498a01
1,325,682,259
33.630353
-118.095852
0
5,402
2019-01-04 13:04:20
4,099,707,841,315,751
fraud_Wuckert, Wintheiser and Friesen
home
17.34
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
df59c4e8bd09d8e63f7ebfcdcaf21706
1,325,682,260
38.540491
-77.460912
0
5,403
2019-01-04 13:04:25
4,503,101,193,493,053,000
fraud_Gutmann, McLaughlin and Wiza
home
76.87
Katherine
Tucker
F
670 Le Meadows Suite 250
Lakeland
FL
33,811
27.9865
-82.0139
237,282
Clothing/textile technologist
1979-07-03
0400f0d5a604d1874df2ab0ca4b90024
1,325,682,265
28.284961
-82.909586
0
5,404
2019-01-04 13:06:31
3,596,217,206,093,829
fraud_Cormier LLC
shopping_net
1.82
Sara
Ramirez
F
23843 Scott Island
Birmingham
IA
52,535
40.8626
-91.9534
888
Camera operator
1988-03-25
6dd551ba2543d4f6b444a7074707c490
1,325,682,391
40.111698
-90.982869
0
5,405
2019-01-04 13:06:51
2,296,006,538,441,789
fraud_Waelchi-Wolf
kids_pets
59.61
Judy
Hogan
F
4970 Michelle Burgs
Brooklyn
NY
11,217
40.6816
-73.9798
2,504,700
Medical sales representative
1999-09-01
cab3bb99d65966304495b422e4df73d2
1,325,682,411
40.205588
-74.827741
0
5,406
2019-01-04 13:08:04
213,126,662,687,660
fraud_Crona and Sons
kids_pets
8.07
Christopher
Luna
M
242 Brian Mountain
Laredo
TX
78,040
27.5155
-99.4986
248,858
Video editor
1971-01-28
c51168d4fea4d69f7763b946bd8ff578
1,325,682,484
28.098966
-99.934455
0
5,407
2019-01-04 13:08:04
343,746,486,082,492
fraud_Stark-Koss
home
6.4
Jeffrey
Munoz
M
836 Stephanie Union
Cedar
MI
49,621
44.8605
-85.8138
3,096
Social research officer, government
1975-10-11
c947b99a9cbfc5241e42c3529f51cdf2
1,325,682,484
44.75963
-86.775352
0
5,408
2019-01-04 13:08:52
213,193,596,103,206
fraud_Stark-Batz
entertainment
75.27
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
50554692975c26b9741f3211fc628ec1
1,325,682,532
45.274307
-85.11264
0
5,409
2019-01-04 13:10:43
3,559,723,917,628,303
fraud_Feil, Hilpert and Koss
food_dining
59.2
Matthew
Huerta
M
622 Williams Trafficway
Ringwood
IL
60,072
42.4048
-88.3054
928
Outdoor activities/education manager
1985-05-13
8c02c5b47ce236f2d7fd5d644274f8ca
1,325,682,643
42.260075
-88.782871
0
5,410
2019-01-04 13:10:51
3,589,289,942,931,264
fraud_Lang, Towne and Schuppe
kids_pets
28.04
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
4a45843d2a19a4e7c69aa9182e78fa61
1,325,682,651
43.131935
-97.797358
0
5,411
2019-01-04 13:10:56
30,118,423,745,458
fraud_Johns-Hoeger
entertainment
12.86
Jared
Velazquez
M
01479 Murray Circle
Matawan
NJ
7,747
40.4109
-74.238
30,770
Drilling engineer
1993-04-29
cd527a52bf24a4623d5c143ff8538e2d
1,325,682,656
40.020765
-74.214044
0
5,412
2019-01-04 13:10:57
4,755,696,071,492
fraud_Zemlak, Tillman and Cremin
personal_care
4.57
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
4218ba72b747886fdf216fbdb44bb60a
1,325,682,657
33.062253
-97.423714
0
5,413
2019-01-04 13:11:44
213,199,865,312,311
fraud_Walter, Hettinger and Kessler
personal_care
11.01
Christopher
Miller
M
493 Fitzgerald Fields Suite 454
Varnell
GA
30,756
34.9298
-84.9885
74
Pensions consultant
1944-05-14
6821000da7311054cffbc8f4adb3297b
1,325,682,704
34.385396
-85.806604
0
5,414
2019-01-04 13:11:57
4,302,475,216,404,898
fraud_Hilpert-Conroy
kids_pets
16.23
Daniel
Cain
M
384 Newman Forks Apt. 370
Belmond
IA
50,421
42.8511
-93.62
3,032
Community pharmacist
1964-08-08
869bb6de2420c6ba13878f24bac2b3c0
1,325,682,717
41.851814
-94.067724
0
5,415
2019-01-04 13:15:32
4,810,839,835,482,794,000
fraud_Bins-Howell
personal_care
94
Carolyn
Perez
F
433 Blake Roads Suite 967
Wheaton
MO
64,874
36.7651
-94.0492
760
Production manager
1985-08-31
d3188d14848b0e8aacfbfb7cc7359455
1,325,682,932
37.517757
-94.873926
0
5,416
2019-01-04 13:15:51
6,011,934,240,159,560
fraud_Schulist Ltd
food_dining
60.55
Joshua
Cohen
M
426 Mark Ports
Brooklin
ME
4,616
44.2541
-68.5565
824
Loss adjuster, chartered
1974-11-02
04b13142ef2cef27860f7a1f27f07f04
1,325,682,951
44.056849
-67.905041
0
5,417
2019-01-04 13:17:05
4,469,777,115,158,235,000
fraud_Hoppe, Harris and Bednar
entertainment
3.19
Gregory
Graham
M
4005 Dana Glens
Methuen
MA
1,844
42.728
-71.181
47,249
Market researcher
1980-11-22
be420026af683070b64639003400c9f3
1,325,683,025
42.0857
-70.636671
0
5,418
2019-01-04 13:19:04
3,500,165,543,009,955
fraud_Breitenberg LLC
travel
1,703.76
Ricky
Dunn
M
97689 Davis Point Apt. 967
Detroit
MI
48,214
42.3669
-82.9938
673,342
Health visitor
1983-09-02
aae2814cc22f39b426f22d39b3e60b11
1,325,683,144
43.309324
-83.145764
0
5,419
2019-01-04 13:19:38
4,653,879,239,169,997
fraud_Kirlin and Sons
personal_care
4.85
Monica
Tucker
F
302 Christina Islands
Smiths Grove
KY
42,171
37.0581
-86.1938
6,841
Therapist, sports
1999-06-06
45c724bec5462ffcc00e83c24fb7c100
1,325,683,178
37.300791
-85.909125
0
5,420
2019-01-04 13:20:04
30,328,384,440,870
fraud_Swaniawski, Nitzsche and Welch
health_fitness
30.25
Helen
Campbell
F
182 Sergio Summit Apt. 129
Browning
MO
64,630
40.029
-93.1607
602
Cytogeneticist
1954-07-14
9fd5a650bcb6a6a3972e57d4f9bbeaf1
1,325,683,204
40.838796
-94.020826
0
5,421
2019-01-04 13:21:12
213,161,869,125,933
fraud_Watsica LLC
personal_care
140.26
Monica
Lane
F
3270 Scott Islands
East Andover
ME
4,226
44.6084
-70.6993
190
Animal nutritionist
1970-04-17
4ecf266863cd87cbc4885b6782f4cf03
1,325,683,272
45.332254
-71.417878
0
5,422
2019-01-04 13:21:48
213,153,151,785,052
fraud_Konopelski, Schneider and Hartmann
food_dining
1.66
Rebecca
Conley
F
181 Moreno Light Apt. 215
Tomahawk
WI
54,487
45.4963
-89.7273
9,594
Seismic interpreter
1997-11-23
6762e2b423605600f0872730c8c1b051
1,325,683,308
45.825895
-88.977847
0
5,423
2019-01-04 13:22:06
4,973,530,368,125,489,000
fraud_Gutmann, McLaughlin and Wiza
home
133.58
Mary
Rodriguez
F
8986 Fitzgerald Plains
Winslow
AR
72,959
35.8312
-94.1187
2,786
Musician
1965-09-27
be2ba896b934cf2d7f3b4f6f49fc836a
1,325,683,326
34.977984
-93.565275
0
5,424
2019-01-04 13:23:26
5,540,636,818,935,089
fraud_Boyer-Reichert
shopping_net
2.81
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
d86f56edc51d3acd0bb57b44dc56f69c
1,325,683,406
42.218371
-71.933796
0
5,425
2019-01-04 13:24:15
180,067,784,565,096
fraud_Baumbach Ltd
personal_care
46.77
Mary
Juarez
F
35440 Ryan Islands
North Prairie
WI
53,153
42.9385
-88.395
2,328
Applications developer
1942-01-06
c9c6043b44efa18d6627cf7654bd7ecc
1,325,683,455
42.296351
-88.491285
0
5,426
2019-01-04 13:24:17
340,953,839,692,349
fraud_Sporer-Keebler
personal_care
4.45
Tyler
Wright
M
615 Clarke Spring Apt. 172
Warren
MI
48,088
42.5164
-82.9832
134,056
Doctor, hospital
1980-05-18
9e3bad409b123df047abe2ab601e9fba
1,325,683,457
42.737505
-83.435398
0
5,427
2019-01-04 13:24:53
6,011,438,889,172,900
fraud_Waelchi-Wolf
kids_pets
32.01
Allison
Allen
F
40624 Rebecca Spurs
De Witt
AR
72,042
34.2853
-91.3336
5,161
Electrical engineer
1993-04-08
31d668223b673bff4292a3083fcc6be0
1,325,683,493
34.434956
-91.008987
0
5,428
2019-01-04 13:26:11
374,656,033,243,756
fraud_Bogisich-Weimann
kids_pets
21.77
David
Lewis
M
1499 Michael Rue
Arlington
VA
22,213
38.8954
-77.1633
207,410
Mudlogger
1984-07-03
3e02094b6534d85d133fa0df9b8c4ac9
1,325,683,571
38.150968
-77.068375
0
5,429
2019-01-04 13:28:19
3,553,629,419,254,918
fraud_Bernhard-Lesch
food_dining
5.69
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
1984-09-01
a5a950f01c10a6e808499ab2a804c2e5
1,325,683,699
47.453278
-121.44884
0
5,430
2019-01-04 13:28:58
4,089,096,483,689,733,600
fraud_Kihn-Schuster
food_dining
15.11
Debra
Stark
F
686 Linda Rest
Kilgore
TX
75,662
32.3836
-94.8653
24,536
Multimedia programmer
1983-10-14
5da3e1c1b89596e7344cdf68b0e87842
1,325,683,738
33.20139
-94.362267
0
5,431
2019-01-04 13:29:47
4,900,628,639,996
fraud_Leannon-Ward
food_dining
10.09
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
10ea75411103e8811cadb9df7ba80d48
1,325,683,787
34.067079
-118.226043
0
5,432
2019-01-04 13:29:53
30,238,755,902,988
fraud_Medhurst Inc
home
28.06
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
737f0de946215e8423936f8bf167ef0d
1,325,683,793
29.59606
-96.640126
0
5,433
2019-01-04 13:30:12
4,342,532,437,704,183
fraud_Hyatt, Russel and Gleichner
health_fitness
45.52
Kevin
Elliott
M
1852 Vincent Isle Suite 328
Newark Valley
NY
13,811
42.2281
-76.1625
4,354
Further education lecturer
1994-02-16
8bcc2bbb9b1817928f3c731cd6fe92f9
1,325,683,812
43.020036
-75.992616
0
5,434
2019-01-04 13:30:58
4,471,568,287,204
fraud_Gaylord-Powlowski
home
55.93
Dakota
Maldonado
M
369 Cochran Radial
Pelham
NC
27,311
36.4899
-79.4736
3,402
Insurance underwriter
1927-10-24
072a34a1694370342a7c46d63c041881
1,325,683,858
36.447904
-79.098356
0
5,435
2019-01-04 13:31:01
6,524,376,634,971,418
fraud_Bernier and Sons
kids_pets
26.37
Jasmine
Foster
F
954 White Alley Apt. 251
Phil Campbell
AL
35,581
34.347
-87.7154
5,778
Engineer, aeronautical
1952-12-05
5f49adaa8bbd3fea1e9538b164699581
1,325,683,861
33.56138
-87.51789
0
5,436
2019-01-04 13:31:28
4,279,161,831,637
fraud_Lowe, Dietrich and Erdman
kids_pets
1.07
Lisa
Hendrix
F
35737 Kirby Fall Suite 409
Vanderbilt
PA
15,486
40.0246
-79.6955
2,303
Physiotherapist
1987-08-16
dc4386d2ca6021f5c9ae23e236681715
1,325,683,888
40.982257
-80.443975
0
5,437
2019-01-04 13:33:17
3,598,304,579,370,089
fraud_Roberts-Beahan
misc_pos
4.59
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
22b3061bdd1b754189b760fb5db046a7
1,325,683,997
37.632761
-96.436721
0
5,438
2019-01-04 13:33:51
6,011,652,924,285,713
fraud_Watsica, Haag and Considine
shopping_pos
5.42
Kathryn
Smith
F
19838 Tonya Prairie Apt. 947
Rocky Mount
MO
65,072
38.2911
-92.7059
1,847
Tax inspector
1988-10-26
ff65a2e344980a1d44aef0837f805dac
1,325,684,031
39.268664
-91.994726
0
5,439
2019-01-04 13:34:37
4,708,992,452,821,239
fraud_Kling-Ernser
entertainment
1.38
Jared
Walters
M
3326 Hannah Fords
Cord
AR
72,524
35.8184
-91.3375
376
Designer, ceramics/pottery
1938-09-08
6e767d677de3ebd866fb4a67b5e05349
1,325,684,077
35.034705
-90.692523
0
5,440
2019-01-04 13:35:57
6,011,504,998,544,485
fraud_Kuhic LLC
shopping_net
49.37
Ashley
Whitney
F
4038 Smith Avenue
Jones
AL
36,749
32.5104
-86.8138
1,089
Materials engineer
1971-11-02
a659a5a61dcaa7f0c26f94ca7151c415
1,325,684,157
33.319736
-87.803216
0
5,441
2019-01-04 13:36:18
4,155,021,259,183,870
fraud_Fadel Inc
health_fitness
7.65
Renee
Parrish
F
174 Jennifer Meadow Apt. 467
Mountain Park
OK
73,559
34.7032
-98.9591
540
Research scientist (life sciences)
1983-10-12
4e931bd946fa0016be4236cf6eff12b8
1,325,684,178
35.636834
-98.015327
0
5,442
2019-01-04 13:36:22
180,064,817,343,047
fraud_Berge-Hills
kids_pets
65.41
Patricia
Gonzalez
F
8973 Mark Drive
Stephensport
KY
40,170
37.9048
-86.524
344
Chartered public finance accountant
1967-03-30
d7475639f9249000abcd09977807694c
1,325,684,182
37.694211
-86.137571
0
5,443
2019-01-04 13:36:51
30,408,301,059,761
fraud_Klocko, Runolfsdottir and Breitenberg
health_fitness
147.78
Brandon
Pittman
M
2881 Frey Village
Cross
SC
29,436
33.3364
-80.1859
4,471
Occupational hygienist
1973-10-09
635d5852e8b1a1ae95078108179afc29
1,325,684,211
33.794279
-79.525827
0
5,444
2019-01-04 13:39:28
4,377,338,765,909,719
fraud_Willms, Kris and Bergnaum
shopping_pos
3.14
Nicholas
Mcmahon
M
2123 Jonathan Falls Suite 753
Heiskell
TN
37,754
36.115
-84.0438
4,729
Geologist, wellsite
1982-04-19
27c895da872f69a85f69227b7fae6ce7
1,325,684,368
35.279064
-84.176053
0
5,445
2019-01-04 13:40:44
4,683,520,018,489,354
fraud_Streich Ltd
home
115.86
Charles
Carrillo
M
17547 Stephen Turnpike Apt. 846
Hawthorne
CA
90,250
33.9143
-118.3493
93,193
Editor, magazine features
1995-04-19
1db82ed274b7f21357dc626382f984ea
1,325,684,444
33.080753
-117.625275
0
5,446
2019-01-04 13:40:53
213,154,573,301,411
fraud_Kling, Howe and Schneider
home
89.39
Christopher
Sheppard
M
39218 Baker Shoals
Bristow
IN
47,515
38.1981
-86.6821
965
Horticultural therapist
1982-02-10
8ad1d974a342250ccd95da6647e62eab
1,325,684,453
38.693947
-86.940951
0
5,447
2019-01-04 13:41:28
676,372,984,911
fraud_O'Connell, Botsford and Hand
home
7.61
Vicki
Mendoza
F
3645 Atkins Island Apt. 238
Esbon
KS
66,941
39.7562
-98.4462
242
Tourism officer
1987-07-18
e22324f3a1a858edf7ff0de4d315361d
1,325,684,488
39.614199
-99.357266
0
5,448
2019-01-04 13:41:59
6,011,542,681,743,618
fraud_Heller PLC
health_fitness
35.39
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
7156153724be97e35b1957609988ca31
1,325,684,519
39.346598
-79.16677
0
5,449
2019-01-04 13:42:13
3,553,629,419,254,918
fraud_Watsica, Haag and Considine
shopping_pos
1.17
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
1984-09-01
7ba4d406644eb9891357f3e489dc0b0c
1,325,684,533
48.057243
-123.087617
0
5,450
2019-01-04 13:43:41
5,289,285,402,893,489
fraud_Langworth LLC
personal_care
64.71
Amanda
Adams
F
08580 Jeremy Falls
Bay City
OR
97,107
45.5197
-123.8761
1,530
Colour technologist
1986-11-24
032a1f2dc0c1c9d169273e0dacddcd5f
1,325,684,621
44.930032
-123.318153
0
5,451
2019-01-04 13:44:39
3,506,592,072,985,012
fraud_Dickinson Ltd
personal_care
1.36
Randy
Murphy
M
0356 Sarah Light
Ballwin
MO
63,021
38.577
-90.5255
92,608
Engineer, communications
2001-07-26
8e084a0670cddbcf6133bd7dcb3ff0fd
1,325,684,679
38.197028
-90.70911
0
5,452
2019-01-04 13:44:50
4,294,040,533,480,516
fraud_Ratke and Sons
health_fitness
16.49
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
1986-12-31
4c49412200f7c0a19914ba3382c1ef39
1,325,684,690
32.767824
-80.967342
0
5,453
2019-01-04 13:49:35
2,256,234,701,263,057
fraud_Kub PLC
personal_care
2.54
Christopher
Grimes
M
39631 Dunn Radial
Grantham
NH
3,753
43.5103
-72.1334
2,971
Charity fundraiser
1948-04-11
820f427c7de4327a50c448d7ce9905e5
1,325,684,975
43.769448
-71.262183
0
5,454
2019-01-04 13:50:31
2,264,937,662,466,770
fraud_Monahan-Morar
personal_care
34.39
Juan
Sherman
M
5939 Garcia Forges Suite 297
San Antonio
TX
78,214
29.3641
-98.4924
1,595,797
Land
1995-10-17
5f579ce7c8df99832b93d4b8e4eddf6a
1,325,685,031
28.969204
-98.131105
0
5,455
2019-01-04 13:52:21
630,469,040,731
fraud_Bins-Howell
personal_care
44.78
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
1936-05-01
8249516327bcb57e10522c6d80fdd90a
1,325,685,141
44.730311
-122.064423
0
5,456
2019-01-04 13:52:31
4,536,996,888,716,062,000
fraud_Stoltenberg-Beatty
shopping_pos
13.66
Nathan
Mendoza
M
767 Adam Mill Apt. 115
Espanola
NM
87,533
35.9866
-106.0654
18,408
Historic buildings inspector/conservation officer
1972-07-18
56795587a4f67ec4bc2d26f6d40080c8
1,325,685,151
36.199677
-106.78779
0
5,457
2019-01-04 13:53:14
4,427,805,710,168
fraud_Stanton, Jakubowski and Baumbach
shopping_net
5.88
Michelle
Rodriguez
F
1742 Brandon Squares Apt. 461
Ruidoso
NM
88,355
33.3305
-105.6933
8,874
Licensed conveyancer
2000-08-16
cd6c925ce17f526da8772ed6994dd9a0
1,325,685,194
34.314516
-106.032337
0
5,458
2019-01-04 13:53:49
4,383,521,454,815
fraud_Douglas, DuBuque and McKenzie
travel
3.14
John
Robertson
M
209 Austin Stream Apt. 231
Indianapolis
IN
46,290
39.9347
-86.1633
910,148
Academic librarian
1987-09-22
e36a216ea863e06414991ca207d0b78d
1,325,685,229
39.616462
-86.798095
0
5,459
2019-01-04 13:54:37
340,951,438,290,556
fraud_Schmidt-Larkin
home
71.67
Maria
Garcia
F
865 Thomas Village
Orangeburg
NY
10,962
41.0442
-73.9609
5,950
Records manager
1971-07-02
16b6e163cfc62ac22d1a61a307c223b4
1,325,685,277
40.73269
-73.284326
0
5,460
2019-01-04 13:55:33
4,279,161,831,637
fraud_Leannon-Ward
food_dining
8.95
Lisa
Hendrix
F
35737 Kirby Fall Suite 409
Vanderbilt
PA
15,486
40.0246
-79.6955
2,303
Physiotherapist
1987-08-16
339ddabb4c4109be40310aea3e51b51e
1,325,685,333
40.586998
-79.568656
0
5,461
2019-01-04 13:55:41
4,344,955,088,481,397
fraud_Gottlieb Group
kids_pets
54.61
Christopher
Rodgers
M
30587 Fox Shores Apt. 627
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Communications engineer
1976-09-29
e08e59f94ba33e028d3687b99dc82ec5
1,325,685,341
40.44473
-79.695457
0
5,462
2019-01-04 13:55:56
502,012,776,709
fraud_Ernser-Lynch
food_dining
2.33
Sherry
Martinez
F
144 Yu Locks Apt. 754
Garrattsville
NY
13,342
42.6315
-75.1866
165
Naval architect
1945-09-20
b57b157a18a79f92e95a2dce3205d9b6
1,325,685,356
43.529252
-74.502853
0
5,463
2019-01-04 13:56:25
502,049,568,400
fraud_Pouros, Walker and Spencer
kids_pets
4.78
Daniel
Melton
M
6157 Nichols Mews
Marion
CT
6,444
41.7918
-72.7188
370
Health service manager
1962-02-13
65a8fa59144eea26f96244892ff7e4d0
1,325,685,385
41.276297
-73.007244
0
5,464
2019-01-04 13:56:34
4,488,941,175,228,467
fraud_Prosacco, Kreiger and Kovacek
home
47.29
Jacqueline
Washington
F
138 Stephen Ridges Apt. 978
Umatilla
FL
32,784
28.9254
-81.6801
11,432
Private music teacher
1986-03-31
6161a70992fdf2498d7ab30b954a7fe7
1,325,685,394
27.996975
-81.108718
0
5,465
2019-01-04 13:58:31
2,291,163,933,867,244
fraud_Beier and Sons
home
84.5
Jeff
Elliott
M
351 Darlene Green
Columbia
SC
29,209
33.9659
-80.9355
333,497
Mechanical engineer
1968-03-19
14f889838da1d8d9a2d20db23680b2b3
1,325,685,511
34.547529
-81.380566
0
5,466
2019-01-04 13:58:46
2,286,236,465,059,468
fraud_Monahan-Morar
personal_care
53.11
Morgan
Murray
F
2788 Brittney Island
Blairstown
MO
64,726
38.5319
-93.9221
467
Agricultural consultant
1950-05-27
8603f9386fe36dd2ced2d9cecc1dbcb9
1,325,685,526
37.566138
-93.744861
0
5,467
2019-01-04 13:59:55
60,416,207,185
fraud_Pollich LLC
home
117.11
Mary
Diaz
F
9886 Anita Drive
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Information systems manager
1986-02-17
79a66e4565825e428e2e098ffd6b9969
1,325,685,595
43.332599
-108.318444
0
5,468
2019-01-04 14:00:38
344,709,867,813,900
fraud_Fadel, Mertz and Rippin
entertainment
34.55
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
7d0c726d4494026de38ef49d1865eab2
1,325,685,638
27.148865
-81.726
0
5,469
2019-01-04 14:00:57
4,452,366,298,769,043
fraud_Dooley-Thompson
misc_net
9.61
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
35c808df30b2fac2c0c0541e47661082
1,325,685,657
31.85774
-96.300692
0
5,470
2019-01-04 14:00:59
571,844,099,986
fraud_Gaylord-Powlowski
home
10.27
Susan
Mills
F
005 Cody Estates
Louisville
KY
40,202
38.2507
-85.7476
736,284
Engineering geologist
1952-04-02
b4fcd066d2a4af72f749fdfea64e70ec
1,325,685,659
38.812786
-86.682686
0
5,471
2019-01-04 14:01:18
676,148,621,961
fraud_Hilpert-Conroy
kids_pets
7.29
Jennifer
Vega
F
91644 Crystal Drives
Eagarville
IL
62,023
39.1118
-89.7855
91
Materials engineer
1962-11-18
9aeffc4d32bf9885b82547ad502ff981
1,325,685,678
38.907542
-89.477914
0
5,472
2019-01-04 14:02:39
30,491,348,102,802
fraud_Daugherty LLC
kids_pets
119.41
Tommy
Dixon
M
8829 Steele Station
Dresden
KS
67,635
39.6094
-100.4112
169
Librarian, public
1953-07-30
3b8ddd37725a18b2c76d0d060fdaa5d9
1,325,685,759
38.992012
-100.558723
0
5,473
2019-01-04 14:04:03
4,610,050,989,831,291
fraud_Schroeder Group
health_fitness
71.44
James
Lynch
M
5155 Mary Common Apt. 927
Utica
PA
16,362
41.4798
-79.9403
1,102
Garment/textile technologist
1989-07-08
d04db9e50becb13d5bbf4058a230ddb0
1,325,685,843
40.677964
-80.155421
0
5,474
2019-01-04 14:04:37
3,519,232,971,341,141
fraud_Crona and Sons
kids_pets
125.18
Michael
Jones
M
754 Smith Isle
Amsterdam
OH
43,903
40.4731
-80.9596
2,208
Mental health nurse
1961-09-10
5213cdb3f922c38752cbf6e8da4d88f5
1,325,685,877
40.48811
-81.698512
0
5,475
2019-01-04 14:06:11
630,423,337,322
fraud_Yost-Rogahn
personal_care
51.21
Stephanie
Gill
F
43039 Riley Greens Suite 393
Orient
WA
99,160
48.8878
-118.2105
149
Special educational needs teacher
1978-06-21
d3b4cb702882a527fdee03837d9fa3d7
1,325,685,971
49.568006
-117.707565
0
5,476
2019-01-04 14:08:32
30,118,423,745,458
fraud_Spencer-Runolfsson
misc_pos
4.88
Jared
Velazquez
M
01479 Murray Circle
Matawan
NJ
7,747
40.4109
-74.238
30,770
Drilling engineer
1993-04-29
d0fba98b2b38cfcfcdfde43a81825d4a
1,325,686,112
40.015999
-74.141621
0
5,477
2019-01-04 14:10:12
374,656,033,243,756
fraud_Runte-Mohr
food_dining
3.11
David
Lewis
M
1499 Michael Rue
Arlington
VA
22,213
38.8954
-77.1633
207,410
Mudlogger
1984-07-03
5615c857d75d7e28c946655977d90b43
1,325,686,212
39.877864
-77.059142
0
5,478
2019-01-04 14:10:25
675,909,898,057
fraud_Nienow, Barrows and Romaguera
personal_care
8.23
Christopher
Henry
M
1198 Robert Stravenue Apt. 479
Armonk
NY
10,504
41.136
-73.7009
7,987
Television/film/video producer
1964-03-16
261548b63ca9ff169f8874b48e0d2470
1,325,686,225
41.588931
-73.115133
0
5,479
2019-01-04 14:11:09
3,583,293,909,206,278
fraud_Effertz LLC
entertainment
2.77
Deborah
Fisher
F
1911 Fisher Brook
Kirtland Afb
NM
87,117
35.0203
-106.5503
310
Surveyor, land/geomatics
1978-09-30
e8b70ea18e0f4c4b0c72ad6ffb8d2e32
1,325,686,269
34.111887
-105.794916
0
5,480
2019-01-04 14:12:34
4,476,840,372,112
fraud_Wilkinson Ltd
entertainment
134.41
Steven
Walters
M
3206 Hall Divide Suite 282
Woodville
AL
35,776
34.6689
-86.2296
3,395
Editor, commissioning
1979-01-21
8e719fc3677b80e7d57b052e808f1308
1,325,686,354
35.277522
-86.731951
0
5,481
2019-01-04 14:13:14
4,158,008,602,445
fraud_Will Ltd
food_dining
1.76
Alicia
Miller
F
976 Hubbard Lodge
Randolph
MN
55,065
44.5274
-93.0196
1,201
Barrister
1979-12-27
5e53b1090a432b6f3a303826c087d51e
1,325,686,394
45.396199
-93.483059
0
5,482
2019-01-04 14:13:16
676,248,282,243
fraud_Schmidt-Larkin
home
66.43
Amanda
Wheeler
F
329 Emily Cape
Cape Coral
FL
33,909
26.6939
-81.9452
156,391
Higher education careers adviser
1968-02-09
8e11d14af50612ba5dab84935ca12c2b
1,325,686,396
27.338431
-81.08774
0
5,483
2019-01-04 14:14:00
4,906,628,655,840,914,000
fraud_Langworth, Boehm and Gulgowski
shopping_net
4.96
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
0ec75cd31b5968dbd4d4804c460448bf
1,325,686,440
24.998401
-80.824516
0
5,484
2019-01-04 14:14:08
213,126,662,687,660
fraud_Fisher-Schowalter
shopping_net
3.39
Christopher
Luna
M
242 Brian Mountain
Laredo
TX
78,040
27.5155
-99.4986
248,858
Video editor
1971-01-28
530066592788e326f556af56f8751c55
1,325,686,448
27.988067
-100.461642
0
5,485
2019-01-04 14:14:09
30,270,432,095,985
fraud_Gottlieb, Considine and Schultz
shopping_net
1.82
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
3a12cf8b3ccb7602c3c38f292baa3c3b
1,325,686,449
41.546508
-90.607731
0
5,486
2019-01-04 14:14:59
676,173,792,455
fraud_Gulgowski LLC
home
43.31
Brittany
Cox
F
07177 William Dale Apt. 547
Santa Monica
CA
90,403
34.0287
-118.4924
92,043
Civil engineer, contracting
1961-04-25
55be029b08c75e04be0b8a4238653e44
1,325,686,499
34.243894
-118.499917
0
5,487
2019-01-04 14:15:00
2,356,276,337,669,917
fraud_Schmeler Inc
misc_pos
1.23
Benjamin
Harris
M
0881 Lori Pines
Chester
MD
21,619
38.9583
-76.2842
5,848
Paediatric nurse
1981-02-15
4dcfa2f7d4986dc2eb0a812951a29f4d
1,325,686,500
39.452073
-76.09753
0
5,488
2019-01-04 14:15:36
2,280,870,154,157,385
fraud_Erdman-Ebert
personal_care
16.31
Katherine
Cooper
F
3854 Lauren Springs Suite 648
Oakford
IL
62,673
40.0994
-89.9601
530
Transport planner
1967-09-23
97c320802983172a9bc5e24f6a831458
1,325,686,536
40.703103
-90.359857
0
5,489
2019-01-04 14:16:40
5,388,659,976,630,693
fraud_Bins-Tillman
entertainment
1.88
Charles
Preston
M
5364 William Harbor
Seneca
WI
54,654
43.2064
-90.9405
153
Quantity surveyor
1962-02-14
ed1ffc21f8095dd10fdf3ec9a42767ec
1,325,686,600
43.249763
-91.909023
0
5,490
2019-01-04 14:18:15
4,570,636,521,433,188
fraud_Wilkinson PLC
kids_pets
58.95
Christine
Leblanc
F
5097 Jodi Vista Suite 811
Deltona
FL
32,725
28.8989
-81.2473
88,735
Commercial horticulturist
1988-04-09
ad3233ed515c796336d670212e83429a
1,325,686,695
28.601474
-80.366585
0
5,491
2019-01-04 14:18:26
3,586,955,669,388,457
fraud_Morissette LLC
entertainment
81.22
Benjamin
Rogers
M
24191 Elizabeth Mill
Bolivar
PA
15,923
40.3673
-79.1605
1,770
Administrator, local government
1994-12-08
a521964c942a8299b53a05ba17e762ad
1,325,686,706
40.392559
-80.103349
0
5,492
2019-01-04 14:18:42
3,599,237,318,576,484
fraud_Wuckert-Goldner
home
1.31
Jessica
Smith
F
06808 Ryan Valleys
Dubre
KY
42,731
36.8421
-85.5396
341
Insurance risk surveyor
1932-11-19
3624e1b2fea07ab1a3f74f0347883aad
1,325,686,722
36.423877
-85.599868
0
5,493
2019-01-04 14:19:03
2,703,186,189,652,095
fraud_Baumbach Ltd
personal_care
9.08
Jennifer
Banks
F
561 Perry Cove
Moravian Falls
NC
28,654
36.0788
-81.1781
3,495
Psychologist, counselling
1988-03-09
4f27cbdce928f2ea98a590831d56129a
1,325,686,743
35.973346
-80.256703
0
5,494
2019-01-04 14:19:21
4,092,452,671,396,169,700
fraud_Eichmann-Kilback
home
96.2
Jeffrey
Vargas
M
478 Alexandria Mount
Bolton
NC
28,423
34.3091
-78.3372
2,290
Engineer, biomedical
1945-12-07
3ef6ee58279d2d0638bf5624f28d544a
1,325,686,761
33.84574
-78.658893
0
5,495
2019-01-04 14:20:42
340,103,199,302,564
fraud_Shields-Wunsch
health_fitness
16.27
Sophia
Dickson
F
9047 Rodriguez Turnpike
Gibsonville
NC
27,249
36.1183
-79.5685
12,486
Arboriculturist
1934-02-09
2964048461e11e849bf4c3fbafa79e95
1,325,686,842
36.954037
-80.24586
0
5,496
2019-01-04 14:21:06
4,855,488,158,131,690,000
fraud_O'Reilly, Mohr and Purdy
home
79.14
Jeremy
Roberson
M
25887 Martin Inlet
Graniteville
VT
5,654
44.1554
-72.4847
970
Agricultural consultant
1993-09-29
010f4158c66d2d191e5eb70f5304ae53
1,325,686,866
43.971939
-71.502022
0
5,497
2019-01-04 14:22:27
4,509,922,033,272,157
fraud_Schaefer Ltd
kids_pets
19.26
Monica
West
F
22084 Smith Roads Suite 776
Hurley
SD
57,036
43.2893
-97.1904
811
Neurosurgeon
1972-03-28
d7e51980276175b9601363178819e547
1,325,686,947
43.857869
-97.463255
0
5,498
2019-01-04 14:23:00
30,197,398,657,930
fraud_Stiedemann Ltd
food_dining
91.84
April
Johnson
F
9727 Deleon Mountain
Creedmoor
NC
27,522
36.1124
-78.6476
12,335
Chief Strategy Officer
1987-09-19
54af3d6ca56c38590cdc013db5b2a8e5
1,325,686,980
36.295599
-78.901506
0
5,499
2019-01-04 14:23:17
580,954,173,374
fraud_Ruecker-Mayert
kids_pets
52.73
Jessica
Benitez
F
31281 Thomas Inlet
Montrose
NY
10,548
41.2496
-73.9446
3,487
Race relations officer
1960-01-13
c3f17c45c5955ddbf0b2cfd92a3f437d
1,325,686,997
40.995703
-73.773204
0