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
1,266,100
2020-06-09 20:40:36
343,472,729,187,663
fraud_Halvorson Group
misc_pos
3.61
Gloria
Wallace
F
234 Bridges Wells Apt. 389
Center Tuftonboro
NH
3,816
43.6849
-71.2551
1,368
Optician, dispensing
1971-08-05
d5463f78ee687767df15dedfc686fd61
1,370,810,436
44.195665
-72.070917
0
1,266,101
2020-06-09 20:41:35
30,026,790,933,302
fraud_Hermiston, Russel and Price
food_dining
50.98
John
Peters
M
555 Michael Burgs
Mayersville
MS
39,113
32.9013
-91.0286
595
Technical brewer
1979-09-03
dad04255cacca57f8c8af0886bad1ac5
1,370,810,495
33.044796
-92.009044
0
1,266,102
2020-06-09 20:41:43
30,029,052,116,970
fraud_Douglas-White
entertainment
340.31
Curtis
Young
M
4319 Watson Shoals Suite 658
Falconer
NY
14,733
42.1239
-79.1895
3,833
Metallurgist
1970-10-09
f8e0fc261182d8adcaa3d24ff0a9429d
1,370,810,503
42.141291
-78.727952
0
1,266,103
2020-06-09 20:41:48
3,560,336,828,629,935
fraud_Medhurst Inc
home
34.7
Christopher
White
M
13613 Hammond Ferry
Clutier
IA
52,217
42.0789
-92.3763
590
Embryologist, clinical
1953-03-30
a8163047f1fc0ad2fe9b558b56b8cec8
1,370,810,508
42.597183
-91.41918
0
1,266,104
2020-06-09 20:41:55
6,011,148,190,095,209
fraud_Monahan-Morar
personal_care
66.89
Terri
Bailey
F
508 Erin Mount
Daly City
CA
94,015
37.6787
-122.478
107,941
Buyer, industrial
1991-10-04
bd5443fb47d8ce3a0d7f5bbf493d3f52
1,370,810,515
36.946856
-122.823578
0
1,266,105
2020-06-09 20:42:00
4,449,530,933,957,323
fraud_Gleason and Sons
kids_pets
22.43
Felicia
Mckee
F
84079 Thomas Burgs
Tomales
CA
94,971
38.2427
-122.9145
337
Occupational psychologist
1954-07-05
ec35250cc7dfe35338fcb58aeaba8191
1,370,810,520
38.626272
-122.496303
0
1,266,106
2020-06-09 20:42:13
2,269,768,987,945,882
fraud_Mosciski Group
travel
3.48
Shannon
Patterson
F
9808 Ellis Bypass
Mount Morris
NY
14,510
42.6835
-77.8664
4,895
Acupuncturist
1958-10-29
321c114b4c9ee777c07a3342ababa0a6
1,370,810,533
41.857289
-77.445261
0
1,266,107
2020-06-09 20:42:28
377,234,009,633,447
fraud_Haag-Blanda
food_dining
34.35
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
5d785f083fade6a3e749720396bbdbab
1,370,810,548
39.103515
-78.202534
0
1,266,108
2020-06-09 20:42:30
4,560,004,149,983,868,400
fraud_O'Reilly, Mohr and Purdy
home
39.35
Stacy
Villegas
F
20581 Pena Walks
Colorado Springs
CO
80,951
38.8881
-104.6556
525,713
Museum/gallery exhibitions officer
1992-05-09
b4d916e9a196e70d1296f7cf93edd990
1,370,810,550
39.39371
-105.154344
0
1,266,109
2020-06-09 20:42:32
372,509,258,176,510
fraud_Friesen Inc
shopping_pos
143.06
Kristen
Hanson
F
26544 Andrea Glen
Goodrich
MI
48,438
42.9147
-83.4845
6,951
Learning disability nurse
1985-06-18
76478c4eb5f73343117d797c2d916188
1,370,810,552
42.065308
-83.511304
0
1,266,110
2020-06-09 20:42:53
571,314,334,723
fraud_Weimann, Kuhic and Beahan
shopping_pos
9.7
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
89e66236ab0c1841eb839a0cc956df34
1,370,810,573
40.673576
-80.018471
0
1,266,111
2020-06-09 20:42:58
4,783,226,709,001
fraud_Thiel Ltd
travel
6.16
Jessica
Garcia
F
13108 Jennifer Passage
Mc Cracken
KS
67,556
38.5957
-99.554
320
Film/video editor
1961-04-22
e0efca7c57d51b2e6b56d6cd88102056
1,370,810,578
39.450814
-98.688592
0
1,266,112
2020-06-09 20:42:59
36,721,445,180,895
fraud_Jacobi Inc
health_fitness
196.2
Cesar
Smith
M
901 Ariel Points
Jefferson
NY
12,093
42.4999
-74.6117
1,666
Diagnostic radiographer
1968-07-01
7a5ac5883c413f258551b092e5611837
1,370,810,579
43.312138
-74.764009
0
1,266,113
2020-06-09 20:43:02
4,890,424,426,862,857,000
fraud_Morissette LLC
entertainment
36.48
Jeremy
Whitney
M
0371 Aimee Neck Suite 856
Sacramento
CA
95,827
38.5662
-121.3286
757,530
Magazine features editor
1979-04-30
591afc592d7f536dd86200f9ad84ada6
1,370,810,582
38.954275
-120.442032
0
1,266,114
2020-06-09 20:43:15
639,023,984,367
fraud_Emmerich-Rau
personal_care
52.22
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
624da46d111d2556ac49c5965198a06e
1,370,810,595
44.788635
-74.020982
0
1,266,115
2020-06-09 20:43:26
3,525,590,521,269,779
fraud_Kilback LLC
food_dining
27.87
Scott
Fuller
M
861 Karen Common
Haw River
NC
27,258
36.0424
-79.3242
6,006
Paramedic
1984-07-20
2eb3ed8d01f74548243673c0392f85c6
1,370,810,606
36.94806
-78.445781
0
1,266,116
2020-06-09 20:43:46
2,256,234,701,263,057
fraud_Kub PLC
personal_care
4.02
Christopher
Grimes
M
39631 Dunn Radial
Grantham
NH
3,753
43.5103
-72.1334
2,971
Charity fundraiser
1948-04-11
c17b1d3b8ef008e670ed714eeb3e80aa
1,370,810,626
44.11707
-71.891863
0
1,266,117
2020-06-09 20:43:51
4,736,845,434,667,908,000
fraud_Prosacco, Kreiger and Kovacek
home
11.54
Toni
Gomez
F
062 Carl Dam
Altona
NY
12,910
44.8816
-73.6408
2,148
Surveyor, land/geomatics
1953-05-23
f7229f63362bccecf9097a261a316b99
1,370,810,631
44.148004
-73.905374
0
1,266,118
2020-06-09 20:44:12
213,173,753,804,333
fraud_Weimann-Lockman
kids_pets
21.21
Joseph
Wagner
M
822 Austin Spur
North Judson
IN
46,366
41.2244
-86.6966
5,791
Doctor, general practice
1959-10-07
02093ab047f21f84700d40211484f0d5
1,370,810,652
40.312825
-85.787972
0
1,266,119
2020-06-09 20:44:18
36,485,887,555,770
fraud_Zboncak LLC
food_dining
2.69
Michael
Gross
M
230 Ryan Tunnel Apt. 025
Fulton
OH
43,321
40.4971
-82.8342
267
Facilities manager
2005-01-29
0cc79de304fa19883089f6fe786cd8bf
1,370,810,658
40.550972
-83.542071
0
1,266,120
2020-06-09 20:44:25
4,797,297,220,948,469,000
fraud_Kuhic, Bins and Pfeffer
shopping_net
8.11
Erica
Briggs
F
3310 Davidson Spurs Apt. 107
Oolitic
IN
47,451
38.8938
-86.5246
1,228
Counsellor
1991-03-13
042d76454530d9a0f45708c5de4065e5
1,370,810,665
39.487439
-86.497135
0
1,266,121
2020-06-09 20:45:10
5,456,776,410,929,288
fraud_Emmerich-Rau
personal_care
63.74
Taylor
Khan
F
658 Diane Glen Apt. 677
North Washington
PA
16,048
41.0472
-79.8089
139
Patent attorney
1954-05-25
c49b75ed027062caea6e66422718521f
1,370,810,710
41.041514
-80.402495
0
1,266,122
2020-06-09 20:45:24
3,560,246,577,314,524
fraud_Runte, Green and Emard
health_fitness
21.53
Sarah
Scott
F
03090 Fisher Forges Apt. 200
Wichita
KS
67,216
37.6223
-97.3136
409,656
Textile designer
1930-10-21
ccc246d3804f6ab0021d9fd16cc53cd6
1,370,810,724
37.574465
-96.769766
0
1,266,123
2020-06-09 20:45:49
3,589,255,887,819,806
fraud_Pouros-Conroy
shopping_pos
8.52
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
1984-02-14
1ccaf3e613703536ed39db1878dc9936
1,370,810,749
38.812141
-77.310569
0
1,266,124
2020-06-09 20:46:01
676,369,110,710
fraud_Kuhn Group
food_dining
77.73
David
Wolfe
M
81261 Garcia Underpass Suite 741
Southfield
MI
48,034
42.4969
-83.2911
75,830
Engineer, automotive
1974-12-28
8cc69b3042eea0695d1ccd441e7d2440
1,370,810,761
42.72026
-83.314594
0
1,266,125
2020-06-09 20:46:05
3,500,969,075,198,072
fraud_Hills, Hegmann and Schaefer
health_fitness
196.93
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
1999-05-31
2f53f227d6b54bb1a70e892e87bdcc8e
1,370,810,765
46.409732
-116.632233
0
1,266,126
2020-06-09 20:46:10
676,372,984,911
fraud_Little, Gutmann and Lynch
shopping_net
3,412.83
Vicki
Mendoza
F
3645 Atkins Island Apt. 238
Esbon
KS
66,941
39.7562
-98.4462
242
Tourism officer
1987-07-18
e04eac74c7b253b5554b00c5a9d151b8
1,370,810,770
39.14692
-99.312518
0
1,266,127
2020-06-09 20:47:03
4,179,719,215,697,782
fraud_Dare, Fritsch and Zboncak
health_fitness
112.17
Belinda
Jimenez
F
6807 Jacob Skyway Apt. 331
Rockwell
IA
50,469
43.0032
-93.2167
1,574
Scientist, audiological
1982-12-27
b3c8e4eeeb89edfc3e2819eb190da34c
1,370,810,823
42.641835
-93.090834
0
1,266,128
2020-06-09 20:47:04
30,442,439,074,871
fraud_Lesch Ltd
shopping_pos
1.3
Linda
Sanchez
F
6574 William Hill Apt. 375
Jermyn
PA
18,433
41.5744
-75.5881
6,508
Training and development officer
1981-06-22
0b2661c098d7b98ca18e7441daeca59c
1,370,810,824
42.554347
-75.873708
0
1,266,129
2020-06-09 20:47:09
3,589,255,887,819,806
fraud_Kozey-Boehm
shopping_net
8.75
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
1984-02-14
7bd0a5859799044a99d5e002cf90f900
1,370,810,829
40.436604
-78.745297
0
1,266,130
2020-06-09 20:47:24
213,161,869,125,933
fraud_Parker, Nolan and Trantow
entertainment
125.3
Monica
Lane
F
3270 Scott Islands
East Andover
ME
4,226
44.6084
-70.6993
190
Animal nutritionist
1970-04-17
6ef39c03bfc58b622bc1bab6f1a4286b
1,370,810,844
43.780971
-70.714289
0
1,266,131
2020-06-09 20:48:06
4,173,950,183,554,608
fraud_Berge-Ullrich
home
92.84
Stephen
Marshall
M
47144 Roberts Keys
Monmouth Beach
NJ
7,750
40.333
-73.9809
3,279
Health promotion specialist
1978-10-05
bfd9a3a5cb10c9b691628b8bc614210b
1,370,810,886
39.547618
-73.334346
0
1,266,132
2020-06-09 20:48:18
630,424,987,505
fraud_Lubowitz, Terry and Stracke
personal_care
156.08
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
1981-08-29
88fecfaf9a3375946e3f1c645695ac46
1,370,810,898
38.416623
-80.095864
0
1,266,133
2020-06-09 20:48:28
3,598,215,285,024,754
fraud_Denesik, Powlowski and Pouros
home
70.89
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
1970-10-21
8cf4dc24329250fbf140fa2683791750
1,370,810,908
40.434981
-72.937295
0
1,266,134
2020-06-09 20:48:37
4,800,395,067,176,717
fraud_Fahey Inc
kids_pets
34.17
Daniel
Owens
M
88794 Mandy Lodge Apt. 874
Howells
NE
68,641
41.6964
-96.9858
1,063
Research scientist (maths)
1928-04-02
d50825b0e2f66f264cbf95ad976f06f6
1,370,810,917
41.004923
-96.728162
0
1,266,135
2020-06-09 20:48:56
372,246,459,334,925
fraud_Bode-Schuster
kids_pets
80.2
Rick
Martinez
M
062 Poole Hollow Apt. 815
Deadwood
SD
57,732
44.3566
-103.6999
1,979
Multimedia programmer
1970-03-13
79c7979b066e0fbe4f12f5d1a7156fa2
1,370,810,936
45.200944
-103.384184
0
1,266,136
2020-06-09 20:49:11
180,048,185,037,117
fraud_Larkin Ltd
kids_pets
29.51
Mary
Wall
F
2481 Mills Lock
Plainfield
NJ
7,060
40.6152
-74.415
71,485
Leisure centre manager
1974-07-19
85d7bb5032ed57436961d9cb731040da
1,370,810,951
41.509335
-73.664671
0
1,266,137
2020-06-09 20:49:26
376,445,266,762,684
fraud_Keeling-Crist
misc_pos
806.21
Rachel
Lowe
F
372 Jeffrey Course
Sutherland
NE
69,165
41.1558
-101.136
1,789
Insurance broker
1982-02-11
666002ecae5992e4ef3999fca65aff58
1,370,810,966
41.573908
-101.01166
0
1,266,138
2020-06-09 20:50:21
4,642,255,475,285,942
fraud_Jerde-Hermann
travel
1.68
Sabrina
Johnson
F
320 Nicholson Orchard
Thompson
UT
84,540
38.9999
-109.615
46
Surveyor, minerals
1987-04-23
1f05fd4365794bc90e2004cdeb7b4825
1,370,811,021
38.036099
-108.988903
0
1,266,139
2020-06-09 20:50:22
4,500,002,361,389
fraud_Reilly LLC
home
64.58
Joseph
Nixon
M
86882 Desiree Camp Suite 047
Tyaskin
MD
21,865
38.2833
-75.8465
470
Music tutor
1965-04-07
dfdd815a7b43a7a4318ed15897169e89
1,370,811,022
39.054638
-76.261817
0
1,266,140
2020-06-09 20:50:27
343,668,971,234,893
fraud_Lubowitz, Terry and Stracke
personal_care
64.23
Sally
Moore
F
835 Reese Views Suite 884
Hopkins
SC
29,061
33.9349
-80.8449
13,717
Chiropodist
1949-11-16
2123ce671afa6c8aca92eb0dfc92e1bc
1,370,811,027
34.430637
-80.31695
0
1,266,141
2020-06-09 20:50:32
4,003,989,662,068,504
fraud_Pouros-Conroy
shopping_pos
50.31
Chris
White
M
98897 Bennett Lodge
Bessemer
AL
35,022
33.3224
-86.9657
71,463
Radio broadcast assistant
1989-02-08
4d95df5d939b8f2487f118660fd628cf
1,370,811,032
32.566976
-86.308208
0
1,266,142
2020-06-09 20:51:16
213,174,467,670,432
fraud_Beier and Sons
home
54.38
James
Bishop
M
7055 Fernandez Estates Apt. 676
Cecilton
MD
21,913
39.4015
-75.8654
663
Podiatrist
1969-01-14
b76aabcd22e491c8bb5a7b8d21c482a0
1,370,811,076
39.458788
-76.288584
0
1,266,143
2020-06-09 20:52:01
4,383,521,454,815
fraud_Schmeler-Howe
personal_care
80.28
John
Robertson
M
209 Austin Stream Apt. 231
Indianapolis
IN
46,290
39.9347
-86.1633
910,148
Academic librarian
1987-09-22
1a09a1d66fceb71c84fa1fdc60ccc8ae
1,370,811,121
39.723278
-85.623562
0
1,266,144
2020-06-09 20:52:07
676,245,600,876
fraud_Cartwright PLC
kids_pets
132.9
Ashley
Blanchard
F
292 Lowe Dam Suite 858
West Palm Beach
FL
33,417
26.7197
-80.1248
459,921
Historic buildings inspector/conservation officer
1960-06-14
2e46b5f4644f892bc60dd34e0b6816a2
1,370,811,127
27.181358
-80.799305
0
1,266,145
2020-06-09 20:52:08
375,248,307,838,179
fraud_Durgan, Gislason and Spencer
home
9.9
Joshua
Mendoza
M
4215 Miranda Field Suite 326
Tallmansville
WV
26,237
38.8564
-80.158
571
Accounting technician
1967-09-16
3111f03f271726dd335f015b5a082cd1
1,370,811,128
38.770779
-79.554552
0
1,266,146
2020-06-09 20:52:21
4,658,490,815,480,264
fraud_Berge-Hills
kids_pets
58.73
Tara
Richards
F
4879 Cristina Station
Keisterville
PA
15,449
39.9636
-79.7853
184
Systems developer
1945-11-04
9af8ceb1fe09da9b76f968a1e2b03740
1,370,811,141
40.801949
-79.953768
0
1,266,147
2020-06-09 20:52:27
30,235,438,713,303
fraud_Stiedemann Ltd
food_dining
5.21
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
00873815a109f30f2f411f3bf2256701
1,370,811,147
39.201286
-82.861968
0
1,266,148
2020-06-09 20:52:37
4,169,759,661,243,568
fraud_Jakubowski Group
food_dining
3.15
Jamie
Carr
F
55363 Aaron Circle Suite 450
Lawn
PA
17,041
40.2236
-76.538
213
Special educational needs teacher
1972-02-15
51170d0af104ed6d091c2920aed50bcd
1,370,811,157
39.852236
-77.007168
0
1,266,149
2020-06-09 20:53:12
6,011,252,220,172,077
fraud_Lynch Ltd
shopping_pos
172.64
Melvin
Wright
M
210 Dean Causeway Suite 130
Alton
IA
51,003
42.9782
-96.0173
1,700
Engineer, land
2001-12-19
f587e110d68f41db04c0df071306b32e
1,370,811,192
42.127369
-95.492829
0
1,266,150
2020-06-09 20:53:32
4,584,931,703,207,308,300
fraud_Kuhic, Bins and Pfeffer
shopping_net
1.76
Amanda
Gomez
F
8152 Brittany Centers
Dallas
TX
75,218
32.8463
-96.6972
1,263,321
Designer, ceramics/pottery
1975-04-16
65ce57df54469a8050bee5ebc141de9d
1,370,811,212
33.617666
-96.866329
0
1,266,151
2020-06-09 20:53:59
342,952,484,382,519
fraud_Kilback, Nitzsche and Leffler
travel
5.16
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
ffe7d1b91e0c2a5110a065b1cf94f32b
1,370,811,239
41.195238
-73.102906
0
1,266,152
2020-06-09 20:54:11
4,904,681,492,230,012
fraud_Lemke-Gutmann
shopping_net
6.42
Lisa
Lowe
F
574 David Locks Suite 207
Cottekill
NY
12,419
41.8467
-74.1038
722
Comptroller
1990-10-19
888396371461b86356e2623678b1b082
1,370,811,251
40.934912
-74.930138
0
1,266,153
2020-06-09 20:54:55
4,855,488,158,131,690,000
fraud_Dare-Gibson
health_fitness
74.75
Jeremy
Roberson
M
25887 Martin Inlet
Graniteville
VT
5,654
44.1554
-72.4847
970
Agricultural consultant
1993-09-29
fda4c20d2aecb841a38b6ef29379806c
1,370,811,295
44.531682
-72.289927
0
1,266,154
2020-06-09 20:55:21
4,939,976,756,738,216
fraud_Sporer-Keebler
personal_care
1.59
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
91c568e579ff3a24a866f68a7f55dba4
1,370,811,321
27.089391
-98.584328
0
1,266,155
2020-06-09 20:55:24
4,708,992,452,821,239
fraud_Johns Inc
entertainment
36.01
Jared
Walters
M
3326 Hannah Fords
Cord
AR
72,524
35.8184
-91.3375
376
Designer, ceramics/pottery
1938-09-08
201e83895dd725f0640c505d86fe0851
1,370,811,324
36.720208
-92.015438
0
1,266,156
2020-06-09 20:55:28
6,011,492,816,282,597
fraud_Terry-Huel
shopping_net
1.83
Gary
Barnes
M
2970 Flores Brooks
Smackover
AR
71,762
33.3398
-92.7442
2,501
Financial adviser
1986-06-11
29398d56c95068931a2745615db03949
1,370,811,328
32.922719
-92.037626
0
1,266,157
2020-06-09 20:55:32
180,046,765,320,457
fraud_Schoen-Quigley
kids_pets
26.11
Jared
Camacho
M
4257 Perez Mall
Canton
OH
44,702
40.8027
-81.3739
192,805
Building control surveyor
1963-06-30
14f597e032d4d7dd711fcde1d66dcf03
1,370,811,332
40.548447
-81.2364
0
1,266,158
2020-06-09 20:55:42
4,474,324,669,797,121
fraud_Fadel-Hilpert
health_fitness
8.13
Matthew
Russell
M
168 Michael Coves Suite 343
June Lake
CA
93,529
37.7773
-119.0825
633
Health service manager
1927-09-09
09818184a343d26dea06b8078ba71acc
1,370,811,342
36.795885
-119.66785
0
1,266,159
2020-06-09 20:56:02
30,131,826,429,364
fraud_Windler, Goodwin and Kovacek
home
30.8
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
9529c4e1de537ff822166e6dfb64e079
1,370,811,362
36.048241
-83.676241
0
1,266,160
2020-06-09 20:56:21
501,831,082,224
fraud_Hackett Group
travel
5.59
Corey
Jones
M
709 George Underpass Apt. 080
West Decatur
PA
16,878
40.9493
-78.3129
1,762
Armed forces logistics/support/administrative officer
1962-05-04
0e82db7d5abf6b11dbb2747df9fcef05
1,370,811,381
41.475903
-79.219941
0
1,266,161
2020-06-09 20:56:23
5,152,054,598,359,927
fraud_Pfeffer and Sons
shopping_pos
9.98
Jim
Johnson
M
868 Brady Mill Apt. 837
Gretna
LA
70,056
29.8872
-90.0331
55,581
Biomedical scientist
1972-09-12
c312a64f44c8fc6537476ce487d7187c
1,370,811,383
29.546171
-89.176658
0
1,266,162
2020-06-09 20:56:31
577,588,686,219
fraud_Armstrong, Walter and Gottlieb
food_dining
2.85
James
Strickland
M
25454 Leonard Lake
Spring Church
PA
15,686
40.6153
-79.4545
972
Public relations account executive
1997-10-23
00705a9926b6d3b166f4f45518bc6abf
1,370,811,391
41.20372
-80.136386
0
1,266,163
2020-06-09 20:56:48
4,683,638,447,911
fraud_McCullough, Hudson and Schuster
food_dining
59.22
Daniel
Boyd
M
8925 Nicholas Points
Egan
LA
70,531
30.251
-92.5002
1,261
Broadcast presenter
1972-07-01
24d5e2a2afc47f8df1b9099675592a16
1,370,811,408
29.475223
-92.41313
0
1,266,164
2020-06-09 20:57:11
4,210,078,554,961,359,000
fraud_Roberts, Ryan and Smith
personal_care
19.32
Valerie
Clark
F
7402 West Ranch
Lowell
OR
97,452
43.921
-122.7806
1,420
Systems analyst
1965-11-11
5db4925cafc1bb4069cc31d341632d13
1,370,811,431
44.184024
-123.346829
0
1,266,165
2020-06-09 20:57:35
4,169,388,510,116
fraud_Reinger, Weissnat and Strosin
food_dining
39.3
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
1962-09-27
91290cf1b08aa6b410e702ad2cc5a5d2
1,370,811,455
42.664479
-78.110101
0
1,266,166
2020-06-09 20:57:40
6,011,367,958,204,270
fraud_Fadel, Mertz and Rippin
entertainment
3.08
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
4a5503c5ca5f8df4149be3e16cf398e8
1,370,811,460
41.716389
-81.194703
0
1,266,167
2020-06-09 20:57:42
371,226,440,126,102
fraud_Medhurst, Cartwright and Ebert
personal_care
60.65
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
a3361c96e72718663b7f7e4effb756cf
1,370,811,462
38.851057
-88.933899
0
1,266,168
2020-06-09 20:57:53
341,546,199,006,537
fraud_Deckow-Dare
food_dining
11.39
Mark
Brown
M
8580 Moore Cove
Wales
AK
99,783
64.7556
-165.6723
145
Administrator, education
1939-11-09
6c419fc78eb7a26ce34281d4479b9363
1,370,811,473
64.917884
-166.642151
0
1,266,169
2020-06-09 20:57:56
30,428,204,673,351
fraud_Hoppe-Parisian
kids_pets
48.34
Greg
Villarreal
M
2851 Foster Shoals
Schaefferstown
PA
17,088
40.3087
-76.2963
823
Gaffer
1982-07-02
01a619394efcff15a695a6b1d312290c
1,370,811,476
41.054763
-75.959646
0
1,266,170
2020-06-09 20:58:00
4,836,998,673,805,450
fraud_Kling-Ernser
entertainment
25.68
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
74d81361d49a3690a92c70b12b304042
1,370,811,480
45.570583
-86.106292
0
1,266,171
2020-06-09 20:58:52
180,065,479,077,096
fraud_Witting, Beer and Ernser
home
82.57
Krystal
Gamble
F
47152 Clayton Burg
Manchester
MD
21,102
39.6747
-76.8941
11,751
Clinical research associate
1964-02-15
d7128dc11eed8d29cc41f81b019dee59
1,370,811,532
38.818
-77.813899
0
1,266,172
2020-06-09 20:58:52
4,841,313,716,651,064
fraud_Durgan, Gislason and Spencer
home
79.24
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
a5bcc508249b431ac17a7863521df6f8
1,370,811,532
44.165825
-72.184253
0
1,266,173
2020-06-09 20:59:03
4,584,931,703,207,308,300
fraud_Botsford PLC
home
46.94
Amanda
Gomez
F
8152 Brittany Centers
Dallas
TX
75,218
32.8463
-96.6972
1,263,321
Designer, ceramics/pottery
1975-04-16
d99f4f2c720a09b9e3dc501b8e471699
1,370,811,543
32.754372
-97.347784
0
1,266,174
2020-06-09 20:59:40
6,526,448,584,969,862
fraud_Schaefer Ltd
kids_pets
67.96
Nathan
Stewart
M
63502 Brown Road Apt. 318
West Long Branch
NJ
7,764
40.2878
-74.0162
8,097
Mechanical engineer
1964-02-18
1eae059d7b2b5ccbfa6bb37ad418210e
1,370,811,580
40.144756
-73.126708
0
1,266,175
2020-06-09 20:59:46
38,797,410,705,641
fraud_Hermiston, Pacocha and Smith
health_fitness
75.45
Andrew
Tucker
M
583 Gray Creek
Oak Hill
NY
12,460
42.4069
-74.1528
277
Glass blower/designer
1971-12-12
3f07b3b29be3b0f3ba02417bb1f53075
1,370,811,586
41.576101
-74.979955
0
1,266,176
2020-06-09 21:00:15
371,226,440,126,102
fraud_Dare-Marvin
entertainment
56.22
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
f0cc60c4f34c6a72d790a0bfcdb96669
1,370,811,615
39.46141
-88.828332
0
1,266,177
2020-06-09 21:00:17
4,457,732,997,086,323,700
fraud_Daugherty LLC
kids_pets
50.26
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
1987-05-19
7be60ac344d2adaabefb1799fffb91cb
1,370,811,617
38.714799
-121.32194
0
1,266,178
2020-06-09 21:00:37
676,148,621,961
fraud_Zulauf LLC
personal_care
65.04
Jennifer
Vega
F
91644 Crystal Drives
Eagarville
IL
62,023
39.1118
-89.7855
91
Materials engineer
1962-11-18
2792e83bb04f912625f0f61115f40994
1,370,811,637
38.665489
-90.182647
0
1,266,179
2020-06-09 21:01:07
4,377,338,765,909,719
fraud_Donnelly LLC
entertainment
106.44
Nicholas
Mcmahon
M
2123 Jonathan Falls Suite 753
Heiskell
TN
37,754
36.115
-84.0438
4,729
Geologist, wellsite
1982-04-19
203572ace65e53878a859e6b72058427
1,370,811,667
35.59232
-83.686903
0
1,266,180
2020-06-09 21:01:14
213,112,402,583,773
fraud_Halvorson Group
misc_pos
1.37
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
0115df7e31fe0c4868a3244d7533c328
1,370,811,674
33.286913
-82.759745
0
1,266,181
2020-06-09 21:01:26
4,900,628,639,996
fraud_Wilkinson PLC
kids_pets
76.7
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
4835e6e8da075c43c1d70c889b7f87b1
1,370,811,686
33.67664
-118.722697
0
1,266,182
2020-06-09 21:02:17
2,254,799,658,404,120
fraud_Streich Ltd
home
24.88
Barbara
Nelson
F
7337 Browning Falls Suite 027
Valdosta
GA
31,605
30.946
-83.2474
94,325
Educational psychologist
1987-09-08
e0f7a59f8422f61349e056f12238ac72
1,370,811,737
30.679185
-83.430804
0
1,266,183
2020-06-09 21:02:26
377,026,671,291,680
fraud_Botsford Ltd
shopping_pos
5.78
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
3861d5a2c709d26820129ebdf80babc7
1,370,811,746
36.673425
-91.212261
0
1,266,184
2020-06-09 21:04:05
30,131,826,429,364
fraud_Dibbert and Sons
entertainment
289.46
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
03a15f647fa56622db557b7637a09af5
1,370,811,845
35.835441
-84.490369
0
1,266,185
2020-06-09 21:05:09
5,540,636,818,935,089
fraud_Schumm, McLaughlin and Carter
food_dining
58.52
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
5c7f9c316471901aa3d47a4071bf1d9e
1,370,811,909
43.595751
-71.293471
0
1,266,186
2020-06-09 21:06:23
213,126,662,687,660
fraud_Bernier and Sons
kids_pets
83.14
Christopher
Luna
M
242 Brian Mountain
Laredo
TX
78,040
27.5155
-99.4986
248,858
Video editor
1971-01-28
1477c5330b2985a4d5d192e8ff5692ac
1,370,811,983
27.086877
-98.772663
0
1,266,187
2020-06-09 21:07:31
3,577,578,023,716,568
fraud_Willms, Kris and Bergnaum
shopping_pos
719.95
Debbie
Hughes
F
0182 Owens Burgs Suite 480
Diamond
OH
44,412
41.0935
-81.0425
2,644
Engineer, biomedical
1983-08-25
79cf3fbd22875f57ffd000bae5048193
1,370,812,051
41.619352
-80.799627
0
1,266,188
2020-06-09 21:07:32
3,513,618,443,244,549
fraud_Friesen Ltd
health_fitness
54.77
Amber
Perez
F
954 Reyes Ways
Fulton
SD
57,340
43.7588
-97.8712
355
Financial adviser
1955-06-26
b3086f3ddf9a0fe324859a1c7b796d45
1,370,812,052
44.577847
-98.16821
0
1,266,189
2020-06-09 21:07:49
180,042,946,491,150
fraud_Stark-Koss
home
59.51
Charles
Robles
M
3337 Lisa Divide
Saint Petersburg
FL
33,710
27.7898
-82.7243
341,043
Engineer, land
1989-02-28
0b790f547e905daa238060fbade5838d
1,370,812,069
27.529712
-82.049897
0
1,266,190
2020-06-09 21:08:04
30,153,452,207,526
fraud_Collier LLC
home
15.14
Robin
Smith
F
0537 Margaret Common Suite 526
Coleman
TX
76,834
31.8287
-99.427
5,908
Radio producer
1962-04-05
ec75a3e34130fbd01bc8450c071d98e4
1,370,812,084
32.400366
-99.255581
0
1,266,191
2020-06-09 21:08:12
4,518,350,514,020,532
fraud_Fadel Inc
health_fitness
47.38
Christopher
Gregory
M
9579 Porter Tunnel
Wauchula
FL
33,873
27.5517
-81.8074
14,742
Teaching laboratory technician
1993-02-26
9f476827bc36b1b6a418347a17cbfffb
1,370,812,092
27.807839
-81.920576
0
1,266,192
2020-06-09 21:08:27
340,951,438,290,556
fraud_Kautzer and Sons
personal_care
65.35
Maria
Garcia
F
865 Thomas Village
Orangeburg
NY
10,962
41.0442
-73.9609
5,950
Records manager
1971-07-02
6938d771ea87cbb12a10db1f51761321
1,370,812,107
41.741444
-74.718536
0
1,266,193
2020-06-09 21:08:56
4,186,530,744,674
fraud_Yost-Rogahn
personal_care
3.53
Casey
Howell
F
374 Christopher Ramp Suite 855
Blackville
SC
29,817
33.3645
-81.2718
4,913
Technical brewer
1966-11-10
0904ae904caa8dfbba99f2b542eca2ec
1,370,812,136
33.307898
-81.476935
0
1,266,194
2020-06-09 21:09:00
4,379,260,813,815,979,500
fraud_Kozey-Boehm
shopping_net
8.03
Thomas
Jenkins
M
93914 Gregory Via
Oakland
CA
94,619
37.7878
-122.1884
381,459
Barista
1974-01-03
83e985af09c8cf5b65d9705de46aa2b8
1,370,812,140
37.037363
-121.393487
0
1,266,195
2020-06-09 21:09:10
5,289,285,402,893,489
fraud_Huel Ltd
misc_net
9.64
Amanda
Adams
F
08580 Jeremy Falls
Bay City
OR
97,107
45.5197
-123.8761
1,530
Colour technologist
1986-11-24
a3ec3604ab9c133c075f539e2ac00c5a
1,370,812,150
45.148951
-122.877671
0
1,266,196
2020-06-09 21:09:16
630,424,987,505
fraud_Runolfsdottir, Mueller and Hand
entertainment
16.44
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
1981-08-29
afae8f07b62f5312b02051e820000918
1,370,812,156
39.104798
-78.527172
0
1,266,197
2020-06-09 21:09:24
374,656,033,243,756
fraud_Friesen-Ortiz
personal_care
15.54
David
Lewis
M
1499 Michael Rue
Arlington
VA
22,213
38.8954
-77.1633
207,410
Mudlogger
1984-07-03
197b0e1d22144c249fbf85cf62f22556
1,370,812,164
38.951047
-76.733655
0
1,266,198
2020-06-09 21:10:05
6,011,366,578,560,244
fraud_Kassulke PLC
shopping_net
4.3
Adam
Stark
M
0912 Mark Fields Apt. 080
Mc Veytown
PA
17,051
40.5046
-77.7186
4,653
Nutritional therapist
1997-07-01
81ff67b51dac623a0d2914781e5c76fe
1,370,812,205
39.710481
-78.537408
0
1,266,199
2020-06-09 21:10:24
4,006,047,418,382
fraud_Kihn, Brakus and Goyette
personal_care
176.91
Robert
Sanchez
M
7314 Johnson Square Apt. 296
Parkers Lake
KY
42,634
36.8347
-84.4436
1,565
Designer, industrial/product
1968-07-24
5292f712157cf4aa80a9e34d8037a598
1,370,812,224
36.663173
-83.739296
0