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
10,000
2020-06-23 23:58:34
4,797,297,220,948,469,000
fraud_White and Sons
home
41.1
Erica
Briggs
F
3310 Davidson Spurs Apt. 107
Oolitic
IN
47,451
38.8938
-86.5246
1,228
Counsellor
1991-03-13
937b89a2825b4d39bf023f31337828ac
1,372,031,914
38.747174
-87.410885
0
10,001
2020-06-23 23:58:47
6,011,542,681,743,618
fraud_Ernser-Lynch
food_dining
3.62
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
826129c76bf498ba1e8899dc19b8d05c
1,372,031,927
38.274387
-78.595827
0
10,002
2020-06-23 23:58:55
30,175,986,190,993
fraud_Schulist Ltd
food_dining
179.71
Rebecca
Butler
F
0665 Lisa Alley
Winger
MN
56,592
47.5375
-95.9941
516
Applications developer
1966-06-07
63963ee34ea086a2a5c51c7cf1eb237e
1,372,031,935
48.317582
-95.000363
0
10,003
2020-06-23 23:59:11
2,284,059,275,940,012
fraud_Kulas Group
health_fitness
2.16
Thomas
Mathis
M
26615 Nelson Lane
Moores Hill
IN
47,032
39.0945
-85.0638
3,289
Sub
1969-11-22
3a5f4af61ee930f5c76e774ecc0737cb
1,372,031,951
39.876011
-85.019662
0
10,004
2020-06-23 23:59:53
6,538,441,737,335,434
fraud_Price Inc
shopping_net
195.11
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
89e5ca90dceceebe37f34affd95727d4
1,372,031,993
40.961987
-80.794628
0
10,005
2020-06-24 00:01:19
6,011,348,830,550,197
fraud_Goldner, Kovacek and Abbott
grocery_pos
54.95
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
e67cdd38ff92fb095cb9cab6f87df198
1,372,032,079
33.537873
-86.544395
0
10,006
2020-06-24 00:01:37
180,094,419,304,907
fraud_Monahan, Bogisich and Ledner
misc_pos
18.53
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
1972-09-22
16e21659011f2555c22c0a54a89c2944
1,372,032,097
33.536662
-116.554378
0
10,007
2020-06-24 00:02:29
180,031,190,491,743
fraud_Wiza LLC
misc_pos
33.72
Becky
Mckinney
F
250 Benjamin Hill Apt. 026
Mobile
AL
36,617
30.7145
-88.0918
270,712
Surveyor, land/geomatics
1972-01-05
2afefa898907f0c026744763c7d2d06a
1,372,032,149
31.51914
-87.908819
0
10,008
2020-06-24 00:03:30
60,495,593,109
fraud_Kuhn LLC
misc_net
3.14
Randall
Dillon
M
4440 George Mills Suite 591
Dallas
TX
75,210
32.7699
-96.743
1,263,321
Television camera operator
1942-11-24
85fda41f566a51f4aba9ce79a571753b
1,372,032,210
33.6546
-95.969346
0
10,009
2020-06-24 00:03:58
2,720,012,583,106,919
fraud_Zieme, Bode and Dooley
gas_transport
73.33
Joseph
Murray
M
42933 Ryan Underpass
Manderson
SD
57,756
43.3526
-102.5411
1,126
Volunteer coordinator
1980-08-18
e4205d942ef8e945b2f43ee13bb8d047
1,372,032,238
43.524185
-103.525563
0
10,010
2020-06-24 00:04:18
180,046,165,512,893
fraud_Cartwright-Harris
grocery_pos
101.2
Erica
Walker
F
084 Holmes Avenue Suite 206
Stayton
OR
97,383
44.8021
-122.7624
9,587
Engineer, biomedical
1968-03-24
01ec205371ea54cfc39ad6f7284d5b9c
1,372,032,258
44.823839
-123.60466
0
10,011
2020-06-24 00:04:53
4,301,028,321,766,222,300
fraud_Hermann-Gaylord
misc_pos
40.22
Joe
Howard
M
109 Brian Lights Apt. 504
Shippingport
PA
15,077
40.6025
-80.3863
198
Secretary/administrator
1978-10-26
68afc54ca499b8ad8a35f67e3100e2e0
1,372,032,293
41.442244
-79.487986
0
10,012
2020-06-24 00:06:16
2,248,735,346,244,816
fraud_Connelly, Reichert and Fritsch
gas_transport
71.55
Jacob
Weber
M
29156 Mark Park Apt. 108
Utica
KS
67,584
38.6411
-100.138
269
Product/process development scientist
1962-11-11
eaf93cb8414b37b2319cd385b2ea09cd
1,372,032,376
38.358491
-100.982125
0
10,013
2020-06-24 00:06:57
4,070,511,711,385,545
fraud_Brekke and Sons
gas_transport
97.41
Stephanie
Hopkins
F
44089 Carrie Crossing Suite 954
Falls City
TX
78,113
28.9814
-98.0156
2,435
Engineer, mining
1967-04-09
a7396a80f600aaeed2493da7b1c68c64
1,372,032,417
29.721027
-98.972167
0
10,014
2020-06-24 00:07:05
3,567,697,931,646,329
fraud_Koss and Sons
gas_transport
66.63
John
Stevens
M
428 Morgan River
Hudson
NY
12,534
42.247
-73.7552
17,867
Travel agency manager
1998-07-29
28272c2d2d9b5b3369843f90c3753420
1,372,032,425
41.826146
-73.069602
0
10,015
2020-06-24 00:07:45
4,334,230,547,694,630
fraud_Huels-Nolan
gas_transport
36.21
Scott
Martin
M
7483 Navarro Flats
Freedom
WY
83,120
43.0172
-111.0292
471
Education officer, museum
1967-08-02
640a8a05780d7a2165f7f033653028f1
1,372,032,465
42.965644
-110.955022
0
10,016
2020-06-24 00:08:13
38,580,485,618,059
fraud_Dooley Inc
shopping_pos
3.71
Teresa
Clark
F
1323 Derek Mission
Noonan
ND
58,765
48.8856
-103.0098
248
Industrial/product designer
1968-05-13
5f955b11884068fef9d49780fc3af74b
1,372,032,493
48.555165
-103.359506
0
10,017
2020-06-24 00:08:50
180,094,419,304,907
fraud_Zemlak Group
misc_net
30.24
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
1972-09-22
87d85c5798e36ea6b1ce13e6f864190d
1,372,032,530
34.564169
-117.357036
0
10,018
2020-06-24 00:09:05
3,598,215,285,024,754
fraud_Dach-Nader
misc_net
29.37
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
1970-10-21
a2bc1b992f5ed3fc8c5a4ab7e58ae91e
1,372,032,545
41.240948
-73.320794
0
10,019
2020-06-24 00:09:05
371,284,100,299,909
fraud_Brekke and Sons
gas_transport
66.57
Hannah
Thomas
F
1004 Willis Pass
Hedley
TX
79,237
34.8698
-100.6806
513
Early years teacher
1976-05-24
98392f682920fa33757b4d844bc68a0b
1,372,032,545
34.878814
-100.777846
0
10,020
2020-06-24 00:09:05
3,514,897,282,719,543
fraud_Fisher Inc
shopping_net
4.4
Steven
Faulkner
M
841 Cheryl Centers Suite 115
Farmington
NY
14,425
42.958
-77.3083
10,717
Cytogeneticist
1952-10-13
37c4f557756fcea4b597b14885e78c02
1,372,032,545
42.45073
-78.108887
0
10,021
2020-06-24 00:09:41
3,540,075,240,003,197
fraud_DuBuque LLC
grocery_pos
61.38
Christian
Johns
M
892 Solis Neck
Lonsdale
MN
55,046
44.4477
-93.4252
5,211
Chief Strategy Officer
1987-01-27
5b3f07ddc275bb096e6882897876bbd9
1,372,032,581
43.575415
-93.292694
0
10,022
2020-06-24 00:12:38
213,195,754,007,681
fraud_Luettgen PLC
gas_transport
90.38
Zachary
Allen
M
69252 Oconnor Alley Apt. 153
Ollie
IA
52,576
41.2001
-92.1354
568
Commercial horticulturist
1969-07-24
78776119bcdf745953acd7ac8a650706
1,372,032,758
40.927191
-91.156551
0
10,023
2020-06-24 00:12:41
6,524,376,634,971,418
fraud_Schaefer, Fay and Hilll
entertainment
13.12
Jasmine
Foster
F
954 White Alley Apt. 251
Phil Campbell
AL
35,581
34.347
-87.7154
5,778
Engineer, aeronautical
1952-12-05
73dcf5698f9e091f0090fd1b5965a2c1
1,372,032,761
33.707398
-88.028031
0
10,024
2020-06-24 00:15:24
4,181,833,256,558,614,000
fraud_Schaefer, McGlynn and Bosco
gas_transport
27.8
Jessica
Potter
F
7600 Stephen Course Suite 031
Red River
NM
87,558
36.6659
-105.4694
606
Surveyor, land/geomatics
1988-09-06
a8744e1505ad7a5a099f6e2b2f722f64
1,372,032,924
36.237964
-106.012954
0
10,025
2020-06-24 00:16:06
4,195,740,185,974
fraud_Kilback and Sons
entertainment
25.27
Benjamin
Robinson
M
0701 John Ranch
Portland
OR
97,210
45.5303
-122.7033
841,711
Engineer, building services
1963-04-04
92541eca08f7dca97c2755204d4e209a
1,372,032,966
45.081795
-122.633521
0
10,026
2020-06-24 00:17:39
36,153,880,429,415
fraud_Stamm-Rodriguez
misc_pos
1.67
Erik
Stevens
M
84033 Pitts Overpass
Lakeland
FL
33,809
28.1762
-81.9591
237,282
Plant breeder/geneticist
1949-10-13
42643125b7cc9b16d24b6219c09e1a8e
1,372,033,059
29.155222
-82.488617
0
10,027
2020-06-24 00:18:10
377,993,105,397,617
fraud_Berge LLC
gas_transport
60.53
Nathan
Martinez
M
586 Thomas Cliffs
Oconto Falls
WI
54,154
44.8755
-88.1555
5,548
Mining engineer
1975-09-11
e65ccc5decf1521e12d16242b94e1dae
1,372,033,090
44.67715
-88.616245
0
10,028
2020-06-24 00:18:45
4,710,826,438,164,848,000
fraud_Lynch Ltd
shopping_pos
17.39
Juan
Henry
M
9795 Lori Island Suite 346
Turner
MT
59,542
48.8328
-108.3961
192
Further education lecturer
1964-01-04
2f9e8cd2871e7f521836b7fa57e77d5f
1,372,033,125
48.404842
-108.148908
0
10,029
2020-06-24 00:20:24
378,278,619,832,195
fraud_Dickinson Ltd
misc_pos
4.37
Mary
Mcintyre
F
77921 Costa Villages
Eugene
OR
97,403
44.0385
-123.0614
191,096
Scientist, physiological
1964-04-06
52e0da5a6310a2316e51c888b10c214b
1,372,033,224
44.698068
-122.748752
0
10,030
2020-06-24 00:21:38
371,683,116,218,417
fraud_Kuphal-Bartoletti
misc_net
5.12
Debra
Becker
F
384 Jonathan Hills
Iselin
NJ
8,830
40.5716
-74.3167
18,459
Emergency planning/management officer
1929-03-19
3d05c864eb4953b8c9f77c215e1014d6
1,372,033,298
41.090111
-74.165834
0
10,031
2020-06-24 00:23:23
4,981,132,848,794
fraud_Stehr, Jewess and Schimmel
misc_net
8.93
Joseph
Spencer
M
7854 Stephanie Island Suite 788
Holloway
OH
43,985
40.0113
-80.9701
128
Child psychotherapist
1946-04-03
501dd09bb59c89acd883de388e22d97b
1,372,033,403
40.355474
-81.643487
0
10,032
2020-06-24 00:23:27
378,904,938,837,132
fraud_Bogisich-Homenick
misc_net
6.55
Tina
Zimmerman
F
3595 Susan Island Suite 063
Thomas
OK
73,669
35.7382
-98.7388
1,675
Barrister
1986-05-01
2da53b1b4a6ff9294e61941335daacee
1,372,033,407
35.038302
-98.170628
0
10,033
2020-06-24 00:23:39
3,543,591,270,174,051
fraud_Lockman Ltd
grocery_pos
70.13
Margaret
Lam
F
6911 Nicholas Keys Apt. 237
Armagh
PA
15,920
40.4603
-79.0097
922
Early years teacher
1972-10-04
f2669e188d159e3776b10759cab9b883
1,372,033,419
41.027491
-79.135597
0
10,034
2020-06-24 00:24:10
4,103,158,249,977
fraud_Pouros-Haag
shopping_pos
129.21
Christopher
Adkins
M
3512 Knight Center
Lorenzo
TX
79,343
33.6666
-101.5277
1,571
Petroleum engineer
1982-06-27
d8f7d1772f9af23aad374d7206212f1d
1,372,033,450
33.357989
-102.446591
0
10,035
2020-06-24 00:24:53
213,195,754,007,681
fraud_Weimann, Kuhic and Beahan
shopping_pos
10
Zachary
Allen
M
69252 Oconnor Alley Apt. 153
Ollie
IA
52,576
41.2001
-92.1354
568
Commercial horticulturist
1969-07-24
29bddc98d276090196f3ecd86bdda203
1,372,033,493
42.178746
-91.54346
0
10,036
2020-06-24 00:26:45
180,098,888,332,620
fraud_DuBuque LLC
grocery_pos
315.45
Dennis
Davidson
M
08469 Trujillo Forge
Springville
NY
14,141
42.52
-78.6847
7,728
Scientist, research (maths)
1959-03-30
6337ebf236753a68a2697295960a30b7
1,372,033,605
42.385601
-79.023729
1
10,037
2020-06-24 00:30:17
213,161,293,389,774
fraud_Raynor, Feest and Miller
gas_transport
76.17
Catherine
Weber
F
74890 Rodriguez Springs Apt. 540
West Henrietta
NY
14,586
43.0397
-77.6871
10,256
Teacher, primary school
1968-06-24
41eb30b24ecb47369d4b0abdfb66203c
1,372,033,817
43.561546
-77.092545
0
10,038
2020-06-24 00:33:07
4,727,244,663,135,968
fraud_Block Group
misc_pos
1.18
Mary
Lewis
F
118 Justin Extension
Bay Minette
AL
36,507
30.8635
-87.7644
19,090
Science writer
1929-05-30
990dba6ae61f0927a5bb5989978f9bb1
1,372,033,987
31.373743
-87.688407
0
10,039
2020-06-24 00:33:32
3,595,192,916,105,588
fraud_Harris Inc
gas_transport
72.9
Dustin
Roberts
M
3283 James Station
Fayetteville
NC
28,314
35.0583
-79.008
238,602
Scientist, research (maths)
1993-05-14
9479bb596c5f619b6be63a4d02bffa7c
1,372,034,012
35.323599
-79.668801
0
10,040
2020-06-24 00:35:18
6,538,891,242,532,018
fraud_Moore, Dibbert and Koepp
misc_net
240.5
Jodi
Rodriguez
F
5796 Lee Coves Apt. 286
Walnut Ridge
AR
72,476
36.0244
-90.9288
7,155
Engineer, control and instrumentation
1977-03-23
80d54c2ad5b1d0c2147ed0c1182791de
1,372,034,118
36.781178
-91.820444
0
10,041
2020-06-24 00:36:07
4,587,577,161,160,601
fraud_Dach-Borer
grocery_net
85.89
Tina
Lawrence
F
12444 Jacob Pines
Nobleboro
ME
4,555
44.0943
-69.4828
1,643
Financial trader
1976-04-12
1fd693a86551514ed96686474be63c84
1,372,034,167
43.190295
-68.973284
0
10,042
2020-06-24 00:36:37
2,252,055,259,910,912
fraud_Smith-Stokes
misc_pos
29.11
Jason
Hernandez
M
220 Frank Gardens
Hewitt
WI
54,441
44.6437
-90.1031
828
Arts development officer
1991-08-19
1b242aee6bf952de56f2992469a450ec
1,372,034,197
44.117058
-91.057151
0
10,043
2020-06-24 00:38:12
3,558,652,751,678,952
fraud_Bahringer-Streich
food_dining
27.77
Teresa
Blankenship
F
6638 Lucero Mill Suite 952
Karnack
TX
75,661
32.6205
-94.2
2,807
Chiropodist
1931-01-26
3f43302d952458ad6aeee3d70dd8fd01
1,372,034,292
31.657074
-94.846607
0
10,044
2020-06-24 00:40:31
4,306,586,894,261,180
fraud_Conroy Ltd
shopping_pos
2.78
Renee
Walls
F
86542 Jessica Fords Apt. 706
Veedersburg
IN
47,987
40.1186
-87.2602
4,049
Development worker, community
1959-10-19
1f2c388aa689676e873885774aacbcb6
1,372,034,431
39.469836
-86.906333
0
10,045
2020-06-24 00:42:15
6,011,231,546,538,393
fraud_Goodwin-Nitzsche
grocery_pos
51.46
Johnny
Bennett
M
321 Camacho Causeway
Boonton
NJ
7,005
40.9115
-74.414
15,269
Psychologist, sport and exercise
1993-07-05
683981389ce74501124d01ce4e551ee0
1,372,034,535
40.308009
-74.452874
0
10,046
2020-06-24 00:42:43
3,554,849,923,339,851
fraud_Prohaska-Murray
gas_transport
61.37
John
Hudson
M
886 Nicole Key
Stillwater
OK
74,074
36.1043
-97.0609
55,345
Cabin crew
1948-05-01
3cbc42904ca68728bee18b41e0e97d20
1,372,034,563
36.885327
-96.111477
0
10,047
2020-06-24 00:44:24
180,098,888,332,620
fraud_Huel, Hammes and Witting
grocery_pos
279.78
Dennis
Davidson
M
08469 Trujillo Forge
Springville
NY
14,141
42.52
-78.6847
7,728
Scientist, research (maths)
1959-03-30
193eebbe720a3f04ab49e04ec2355902
1,372,034,664
41.898108
-78.397992
1
10,048
2020-06-24 00:47:55
4,561,368,699,336,875
fraud_Corwin-Gorczany
misc_net
7.77
Pamela
Lewis
F
653 Jessica Extension Apt. 668
Clifton
SC
29,324
34.9906
-81.8327
167
Museum/gallery conservator
1988-11-01
49d2d8b0ec60259fa4c3c0dcc27ae215
1,372,034,875
34.069041
-81.680974
0
10,049
2020-06-24 00:48:44
501,831,082,224
fraud_Rodriguez, Yost and Jenkins
misc_net
110.16
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
b2eda6ea340383f711c417c9b219d7e7
1,372,034,924
40.063567
-77.584918
0
10,050
2020-06-24 00:50:56
4,897,067,971,111,210,000
fraud_Kutch, Hermiston and Farrell
gas_transport
49.75
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
828a2f557fe552ba58d7d113b86ebdd4
1,372,035,056
27.33873
-82.872296
0
10,051
2020-06-24 00:54:32
3,582,402,971,899,057
fraud_Osinski, Ledner and Leuschke
grocery_pos
123.55
Michele
Patrick
F
557 Lynn Garden Suite 907
Spirit Lake
ID
83,869
47.9657
-116.868
4,161
Production manager
1957-06-12
1e7f8af0bf6e19bb6fc781ddb3c970dd
1,372,035,272
48.581719
-116.11365
0
10,052
2020-06-24 00:55:11
4,900,628,639,996
fraud_Pacocha-O'Reilly
grocery_pos
37.21
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
bd5cc3cd49e3949154cd614587a56471
1,372,035,311
34.775796
-118.703075
0
10,053
2020-06-24 00:55:54
30,273,037,698,427
fraud_Swift, Bradtke and Marquardt
grocery_net
9.47
Andrew
Patterson
M
06959 Stephen Branch Suite 246
Thida
AR
72,165
35.5762
-91.4539
111
Careers information officer
2000-06-13
b5a484ef3c55a93299090396e42321ff
1,372,035,354
35.166998
-91.24957
0
10,054
2020-06-24 00:58:12
375,767,678,113,375
fraud_Langosh, Wintheiser and Hyatt
food_dining
34.11
Christopher
Patterson
M
16744 Campbell Wall Apt. 372
Timberville
VA
22,853
38.6476
-78.7717
4,367
Waste management officer
1962-04-12
6bf9401d8ce9e59e6cea7237f945cbae
1,372,035,492
39.189134
-79.760514
0
10,055
2020-06-24 00:59:18
3,596,217,206,093,829
fraud_Heller-Langosh
gas_transport
48.46
Sara
Ramirez
F
23843 Scott Island
Birmingham
IA
52,535
40.8626
-91.9534
888
Camera operator
1988-03-25
bafc2900050e4a10766814e26c15ac84
1,372,035,558
40.335354
-92.094795
0
10,056
2020-06-24 01:01:17
377,234,009,633,447
fraud_Conroy Ltd
shopping_pos
17.73
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
f3e2739c0c33916810d4b13990e54c98
1,372,035,677
38.998267
-76.887733
0
10,057
2020-06-24 01:01:37
4,562,827,002,127
fraud_Swift, Bradtke and Marquardt
grocery_net
33.74
Christopher
Johnson
M
28711 Kristine Junction Suite 309
Greenville
OH
45,331
40.0987
-84.6342
22,930
Media planner
1971-11-26
61ae51523f0b64261951cc7b8adf0f4c
1,372,035,697
40.237078
-85.111013
0
10,058
2020-06-24 01:02:52
3,586,008,444,788,268
fraud_Lockman, West and Runte
grocery_pos
209.58
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
d524913c53553078fdf196bb0976b6c9
1,372,035,772
48.097889
-122.50173
0
10,059
2020-06-24 01:05:15
6,011,381,817,520,024
fraud_Kerluke PLC
misc_net
20.92
Kristen
Allen
F
8619 Lisa Manors Apt. 871
Lagrange
WY
82,221
41.6423
-104.1974
635
Product/process development scientist
1973-07-13
d28364578843f4d32f5f642be1f83d32
1,372,035,915
41.19529
-103.978356
0
10,060
2020-06-24 01:05:30
5,388,659,976,630,693
fraud_Ledner-Pfannerstill
gas_transport
77.41
Charles
Preston
M
5364 William Harbor
Seneca
WI
54,654
43.2064
-90.9405
153
Quantity surveyor
1962-02-14
6b8f0bf0790256a7a02463377a8db171
1,372,035,930
42.985652
-91.3226
0
10,061
2020-06-24 01:05:51
374,497,717,543,058
fraud_Boyer PLC
misc_pos
5.47
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
1948-06-30
49d4a153f77780e28ec0f0e551fa3c3e
1,372,035,951
46.66968
-99.901979
0
10,062
2020-06-24 01:06:33
3,541,554,378,551,366
fraud_Altenwerth, Cartwright and Koss
shopping_net
4.12
Brianna
Wilson
F
257 Victor Stravenue
Hampton
VA
23,666
37.0462
-76.4096
136,895
Accounting technician
1939-09-19
14f43971bb82dbd1369c72a5482a5b0f
1,372,035,993
37.148186
-76.09091
0
10,063
2020-06-24 01:08:34
2,229,378,226,512,508
fraud_Turcotte-Halvorson
misc_pos
30.79
Thomas
Hale
M
949 Smith Parkway
Cazenovia
WI
53,924
43.4987
-90.2796
1,360
Occupational hygienist
1984-11-06
0713f6c4f8642a7bcd1b1004c51cb70b
1,372,036,114
42.920323
-89.487066
0
10,064
2020-06-24 01:09:17
36,078,114,201,167
fraud_Bailey-Morar
grocery_pos
127.4
Christopher
Horn
M
956 Sanchez Highway
Mallie
KY
41,836
37.2692
-82.9161
798
Facilities manager
1926-06-26
dad80453cfb99b955634fc6961bee060
1,372,036,157
37.586158
-82.134643
0
10,065
2020-06-24 01:09:28
4,836,998,673,805,450
fraud_Smith-Stokes
misc_pos
2.19
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
42bd220dac7c2612c52ee8619a94abd5
1,372,036,168
46.570654
-86.714873
0
10,066
2020-06-24 01:09:51
6,011,367,958,204,270
fraud_Rau and Sons
grocery_pos
177.73
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
f320948fa01efe01272b5800e90d932e
1,372,036,191
40.523392
-82.68669
0
10,067
2020-06-24 01:12:28
3,576,431,665,303,017
fraud_Eichmann-Russel
misc_pos
50.21
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
e233f0834de2d2218b55a3a2cdd94574
1,372,036,348
32.633459
-112.207412
0
10,068
2020-06-24 01:12:48
2,512,312,531,485,080
fraud_Reynolds-Schinner
misc_pos
6.57
John
Mccormick
M
79414 Clark Lakes Suite 966
Warren
MI
48,088
42.5164
-82.9832
134,056
Producer, radio
1956-10-08
0ee2c5c47212c4a58ff1955a068a2371
1,372,036,368
41.793138
-83.789325
0
10,069
2020-06-24 01:13:19
3,567,879,740,649,740
fraud_Christiansen, Goyette and Schamberger
gas_transport
37.16
Tanya
Williams
F
566 Megan Well
Brownville
NY
13,615
44.0577
-76.0196
1,271
Producer, radio
1958-08-14
82d581d0d864619ae00d91a40b654fc7
1,372,036,399
44.886244
-76.971466
0
10,070
2020-06-24 01:13:56
346,208,242,862,904
fraud_Deckow-Dare
food_dining
55.89
Tabitha
Reyes
F
20938 Barbara Viaduct
New York City
NY
10,280
40.7105
-74.0163
1,577,385
Pharmacist, hospital
1961-05-13
27f9f869116219363baeda9337d688da
1,372,036,436
41.207627
-74.239698
0
10,071
2020-06-24 01:14:44
30,175,986,190,993
fraud_Kovacek, Dibbert and Ondricka
grocery_pos
84.79
Rebecca
Butler
F
0665 Lisa Alley
Winger
MN
56,592
47.5375
-95.9941
516
Applications developer
1966-06-07
f53813a92f90d6960b1752287e5d6674
1,372,036,484
46.915548
-95.563
0
10,072
2020-06-24 01:15:42
3,552,581,383,553,463
fraud_Dibbert and Sons
entertainment
7.06
Jonathan
Castro
M
200 Christie Mills Apt. 307
Andrews
NC
28,901
35.1959
-83.8228
5,354
Retail buyer
1965-04-13
28ca69ab61e48441f28dbb31a22dc355
1,372,036,542
36.116018
-83.421216
0
10,073
2020-06-24 01:23:03
4,861,310,130,652,567,000
fraud_Wiza LLC
misc_pos
135.41
Ashley
Cruz
F
65417 Walsh Radial Suite 691
Saint Amant
LA
70,774
30.2385
-90.8435
10,076
Surveyor, rural practice
1977-12-16
35dce752b28b49b1ec263c65c60f5204
1,372,036,983
30.087575
-91.315367
0
10,074
2020-06-24 01:24:50
568,279,015,842
fraud_Predovic Inc
shopping_net
102.7
Micheal
Hernandez
M
6139 Mark Rapid Apt. 651
Christine
ND
58,015
46.5522
-96.7909
291
Television floor manager
1991-05-01
92afb90f10f6e886045f4ce3eca05020
1,372,037,090
46.837782
-96.848446
0
10,075
2020-06-24 01:24:55
377,026,671,291,680
fraud_Goldner, Kovacek and Abbott
grocery_pos
125
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
e8147566e1b1de0e0ebdde598ab4cd3a
1,372,037,095
37.348044
-91.290523
0
10,076
2020-06-24 01:25:45
4,355,790,796,238,265,000
fraud_Tillman, Dickinson and Labadie
gas_transport
58.06
Tanner
Davis
M
2632 Stevens Light Apt. 213
Payson
IL
62,360
39.8153
-91.2627
1,656
Exhibition designer
1969-08-04
e7d270ffea6a301c38310401f91a6041
1,372,037,145
39.339178
-91.745843
0
10,077
2020-06-24 01:27:55
584,673,555,952
fraud_Durgan-Auer
misc_net
7.16
Jessica
Jordan
F
071 Wise Trace
Coleharbor
ND
58,531
47.5196
-101.2332
307
Make
1930-08-13
3550f65bc0b827266ba5f2f3a122eeed
1,372,037,275
46.779958
-100.842109
0
10,078
2020-06-24 01:28:13
3,531,606,252,458,308
fraud_Johns-Hoeger
entertainment
41.53
Juan
Taylor
M
7911 Campbell Crossing Apt. 725
Stoneham
MA
2,180
42.4828
-71.0978
21,437
Artist
1964-06-25
fe0d2c32efccaa73ad171480f809c421
1,372,037,293
43.165695
-70.32427
0
10,079
2020-06-24 01:28:18
30,230,540,139,182
fraud_Simonis-Prohaska
misc_pos
39.28
Hayden
Sanders
M
8465 Reed Green Suite 559
Montandon
PA
17,850
40.9661
-76.8575
645
Orthoptist
1974-05-18
f3dbdf82fef15285ced50b0e4fb16585
1,372,037,298
40.580781
-76.479146
0
10,080
2020-06-24 01:28:23
4,708,992,452,821,239
fraud_Swaniawski, Lowe and Robel
shopping_pos
2.24
Jared
Walters
M
3326 Hannah Fords
Cord
AR
72,524
35.8184
-91.3375
376
Designer, ceramics/pottery
1938-09-08
bbb9850736f752446f11cd81400b17b8
1,372,037,303
35.457801
-90.931131
0
10,081
2020-06-24 01:30:40
3,566,875,419,572,867
fraud_Turner, Ruecker and Parisian
misc_pos
35.16
Adam
Mcdonald
M
997 Cameron Meadow Apt. 980
South Hero
VT
5,486
44.64
-73.3113
1,654
Transport planner
1991-01-31
7cf79688ceda98a346284602d74d6d04
1,372,037,440
45.359718
-72.497516
0
10,082
2020-06-24 01:32:01
630,425,673,344
fraud_Boehm, Block and Jakubowski
misc_pos
1.76
Bryan
Miller
M
411 Laurie Fords
Cass
WV
24,927
38.388
-79.9906
365
Special effects artist
1970-03-14
401c6a6e7978d5fa2fcf839cf64ed0c1
1,372,037,521
38.018602
-80.524648
0
10,083
2020-06-24 01:33:12
4,708,992,452,821,239
fraud_Brekke and Sons
gas_transport
90.01
Jared
Walters
M
3326 Hannah Fords
Cord
AR
72,524
35.8184
-91.3375
376
Designer, ceramics/pottery
1938-09-08
b3f15a59ea1a8e9fe3a83fafd8e528d6
1,372,037,592
36.182454
-91.7811
0
10,084
2020-06-24 01:33:48
30,518,206,766,474
fraud_Tillman, Dickinson and Labadie
gas_transport
42.62
Tamara
Martinez
F
471 Marquez Prairie Suite 680
Matthews
MO
63,867
36.7154
-89.6287
1,019
Aeronautical engineer
1979-01-26
0b96d1c97a787f4fcb55950ccf75e3ec
1,372,037,628
37.103936
-89.797969
0
10,085
2020-06-24 01:34:37
340,951,438,290,556
fraud_Swift, Bradtke and Marquardt
grocery_net
63.27
Maria
Garcia
F
865 Thomas Village
Orangeburg
NY
10,962
41.0442
-73.9609
5,950
Records manager
1971-07-02
453f63f83c1db056a529862300833fd8
1,372,037,677
41.697068
-74.944132
0
10,086
2020-06-24 01:36:07
36,722,699,017,270
fraud_Pacocha-O'Reilly
grocery_pos
192.02
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
b1ecef8ca033b30ff847ac3c1d040ce1
1,372,037,767
32.931476
-111.586516
0
10,087
2020-06-24 01:37:21
38,797,410,705,641
fraud_Hermann and Sons
shopping_pos
146.3
Andrew
Tucker
M
583 Gray Creek
Oak Hill
NY
12,460
42.4069
-74.1528
277
Glass blower/designer
1971-12-12
c62ee8de19b97e41b100197e4e9c1554
1,372,037,841
41.684267
-73.899415
0
10,088
2020-06-24 01:38:25
4,069,975,342,931,683
fraud_Wiegand-Lowe
grocery_net
28.01
Kimberly
Martin
F
1943 Dennis Inlet Suite 145
Hurricane
WV
25,526
38.4257
-81.9943
21,902
Sub
1980-09-18
a9d7b58a384c207a1226157eb0b1756f
1,372,037,905
38.268245
-82.301808
0
10,089
2020-06-24 01:38:41
4,979,422,371,139,333
fraud_Robel, Cummerata and Prosacco
gas_transport
101.03
Kelly
Zimmerman
F
1893 Katie Tunnel
Westerville
NE
68,881
41.4193
-99.3844
73
Product designer
1935-02-10
a5eae26c20b27a657ee3aee7a85b8001
1,372,037,921
40.656356
-99.223212
0
10,090
2020-06-24 01:40:22
3,561,212,938,177,173
fraud_McDermott-Weimann
grocery_pos
54.15
Jose
Campbell
M
550 Cunningham Squares
Dadeville
AL
36,853
32.8224
-85.7704
8,269
Minerals surveyor
1977-01-04
e186b85f0797ec9c333b1a769cb775d8
1,372,038,022
31.958615
-86.249813
0
10,091
2020-06-24 01:40:43
30,230,540,139,182
fraud_Friesen Inc
shopping_pos
137.49
Hayden
Sanders
M
8465 Reed Green Suite 559
Montandon
PA
17,850
40.9661
-76.8575
645
Orthoptist
1974-05-18
1feb28d4cbcf8be6109121ac30fbc97e
1,372,038,043
41.789427
-76.336197
0
10,092
2020-06-24 01:42:47
4,986,925,034,905,735
fraud_Sawayn PLC
shopping_pos
4.57
Erika
Gonzalez
F
907 Courtney Via Apt. 896
Irvine
KY
40,336
37.6858
-83.9862
13,061
Editor, magazine features
1959-06-18
f77b6cc64ab66319ee7e7555a825777c
1,372,038,167
37.562935
-84.610286
0
10,093
2020-06-24 01:43:10
571,844,099,986
fraud_Beier LLC
entertainment
38.15
Susan
Mills
F
005 Cody Estates
Louisville
KY
40,202
38.2507
-85.7476
736,284
Engineering geologist
1952-04-02
b6806164cacfb8509d1b4ec8b3e17c4b
1,372,038,190
37.978776
-86.188425
0
10,094
2020-06-24 01:43:58
2,288,748,891,690,227
fraud_Lockman Ltd
grocery_pos
56.05
Kathleen
Heath
F
9297 Victor Rest Apt. 382
Albuquerque
NM
87,116
35.0561
-106.5506
641,349
Charity officer
1967-01-24
2bdd1613199c6f1e89043f512ee08e9f
1,372,038,238
35.985206
-106.130042
0
10,095
2020-06-24 01:45:17
5,580,563,567,307,107
fraud_Prohaska-Murray
gas_transport
72.44
Stanley
Dickson
M
078 Alex Fields
Smock
PA
15,480
39.9961
-79.7678
1,946
Charity fundraiser
1990-06-21
32244a11fbda642bc2819c756f422921
1,372,038,317
39.309159
-80.138383
0
10,096
2020-06-24 01:47:46
4,623,560,839,669
fraud_Stiedemann Inc
misc_pos
7.18
Vincent
Waller
M
9379 Vanessa Run Apt. 400
Lohrville
IA
51,453
42.2619
-94.5566
695
Administrator
1954-07-15
78916417e9f54d9d7d57cbfe61ffd028
1,372,038,466
41.556748
-94.431949
0
10,097
2020-06-24 01:48:29
6,011,724,471,098,086
fraud_Goldner, Kovacek and Abbott
grocery_pos
231.2
Ann
Lawson
F
144 Evans Islands Apt. 683
Burbank
WA
99,323
46.1966
-118.9017
3,684
Musician
1981-11-29
640d2e93daee98876bc7df5484efc8f5
1,372,038,509
46.677647
-118.283564
0
10,098
2020-06-24 01:48:35
30,501,624,614,310
fraud_Rutherford-Mertz
grocery_pos
82.9
Amanda
Smith
F
180 Graves Shore
Scotia
SC
29,939
32.6786
-81.2455
302
Magazine features editor
1973-05-04
ed135da7ee2fc087ee85cb6c7c1f24cd
1,372,038,515
32.169365
-81.653043
0
10,099
2020-06-24 01:48:47
4,089,096,483,689,733,600
fraud_Smith-Stokes
misc_pos
8.24
Debra
Stark
F
686 Linda Rest
Kilgore
TX
75,662
32.3836
-94.8653
24,536
Multimedia programmer
1983-10-14
b57a48f4bf9868f1488539b84fa305f0
1,372,038,527
32.867807
-94.200398
0