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
1,275,600
2020-06-14 02:03:02
342,351,256,941,125
fraud_Turner, Ruecker and Parisian
misc_pos
19.27
Rebecca
Obrien
F
5619 Mendoza Inlet
Juliette
GA
31,046
33.1194
-83.8235
3,343
Theatre manager
1990-06-08
d6f15fbd01d206a4b8d4966928bf7fbf
1,371,175,382
32.430351
-83.157918
0
1,275,601
2020-06-14 02:04:22
4,319,584,480,204,989,000
fraud_Huel Ltd
misc_net
3.69
Kathleen
Nash
F
010 Salazar Walk
Cromona
KY
41,810
37.1788
-82.695
502
Chief Financial Officer
1960-02-01
9f9b6e0912463438ec2ba8d42f7a745f
1,371,175,462
37.403632
-82.303812
0
1,275,602
2020-06-14 02:04:24
3,538,520,143,479,972
fraud_Okuneva, Schneider and Rau
shopping_pos
6.83
Cassandra
Nunez
F
9572 Austin Forge Suite 612
Clay Center
OH
43,408
41.5686
-83.3632
269
Insurance underwriter
1965-09-15
ff3d5542ddc295e837539ae68bb41c5c
1,371,175,464
41.531769
-82.891007
0
1,275,603
2020-06-14 02:04:49
3,518,669,219,150,142
fraud_Luettgen PLC
gas_transport
79.21
Dorothy
Thomas
F
537 Rice Square Suite 040
Milford
OH
45,150
39.1657
-84.233
31,394
Hospital doctor
1996-11-12
25e49db029674dadf6a447b17796f776
1,371,175,489
38.852396
-83.857398
0
1,275,604
2020-06-14 02:05:39
4,989,847,570,577,635,000
fraud_VonRueden Group
grocery_net
56.46
Vanessa
Anderson
F
21178 Brittney Locks
Prosperity
SC
29,127
34.1832
-81.5324
8,333
Archaeologist
1994-07-09
b8f38ffeb7ecbf60e8039c8aae702d0b
1,371,175,539
33.331505
-81.831031
0
1,275,605
2020-06-14 02:05:41
4,223,708,906,367,574,000
fraud_Hermann and Sons
shopping_pos
152.21
Adam
Riddle
M
27718 Mason Bypass
Mount Saint Joseph
OH
45,051
39.0965
-84.6431
177
Exhibition designer
1974-05-30
e170b2d8c22e1fda68c975db7f0efe9f
1,371,175,541
39.949541
-84.030771
0
1,275,606
2020-06-14 02:06:24
676,248,282,243
fraud_Bradtke PLC
grocery_pos
116.22
Amanda
Wheeler
F
329 Emily Cape
Cape Coral
FL
33,909
26.6939
-81.9452
156,391
Higher education careers adviser
1968-02-09
3c45589363d1c4b25efb1711ef89415d
1,371,175,584
26.249019
-81.453395
0
1,275,607
2020-06-14 02:07:01
3,533,800,906,065,217
fraud_Bradtke PLC
grocery_pos
123.13
Amber
Thornton
F
840 Werner Lock Apt. 852
Campbell
NE
68,932
40.2967
-98.737
493
Surveyor, minerals
1940-09-13
24a40051ce25cb1c9946f98317e14234
1,371,175,621
40.660085
-98.313403
0
1,275,608
2020-06-14 02:07:44
4,292,902,571,056,973,300
fraud_Kutch LLC
gas_transport
58.12
Jeffrey
Smith
M
135 Joseph Mountains
Sula
MT
59,871
45.8433
-113.8748
218
Therapist, horticultural
1995-08-16
3f2f251cb1acc69fba8a98ffc4d0864e
1,371,175,664
44.944769
-113.0059
0
1,275,609
2020-06-14 02:07:48
4,450,831,335,606,294
fraud_Sporer Inc
gas_transport
79.48
Donna
Davis
F
6760 Donovan Lakes
Clayton
OK
74,536
34.5906
-95.38
1,760
Occupational psychologist
1972-01-20
582b4675f177f977ef8053cd16c63080
1,371,175,668
35.474459
-95.911271
0
1,275,610
2020-06-14 02:08:07
4,003,771,737,807,706
fraud_Jones, Sawayn and Romaguera
misc_net
8.75
Danielle
Hayden
F
03368 Michelle Trail
Gregory
AR
72,059
35.1791
-91.2594
37
Lecturer, further education
1958-01-01
eb3fb1248631f7efdd5b1cb191f70137
1,371,175,687
35.835422
-91.447282
0
1,275,611
2020-06-14 02:08:20
4,457,732,997,086,323,700
fraud_Zboncak, Rowe and Murazik
shopping_net
93.37
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
1987-05-19
ff27ba347fb47aac6c293990cf359a29
1,371,175,700
37.629169
-121.133665
0
1,275,612
2020-06-14 02:09:06
3,590,736,522,064,285
fraud_Heidenreich PLC
grocery_pos
220.97
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
1975-12-20
fe646a822b304468fc86e8c8e83da205
1,371,175,746
34.783989
-93.410565
0
1,275,613
2020-06-14 02:09:13
4,423,489,490,781,412
fraud_Bruen-Yost
misc_pos
6.14
Christopher
Ortega
M
5045 Emily Wall
Princeton
IA
52,768
41.6858
-90.3706
1,426
Agricultural consultant
1957-03-06
1251179594a9ce8b23b036a5886d996d
1,371,175,753
41.811951
-89.436985
0
1,275,614
2020-06-14 02:09:30
2,231,186,809,828,225
fraud_Mohr Inc
shopping_pos
107.54
Katherine
Pennington
F
73869 Connie Prairie
Vienna
GA
31,092
32.0913
-83.7922
7,420
Phytotherapist
1957-01-15
be175c0938d8787ba26402e0c7b52dbb
1,371,175,770
32.103761
-82.888468
0
1,275,615
2020-06-14 02:09:36
4,715,741,951,931,169,000
fraud_Ferry, Lynch and Kautzer
misc_net
299.92
Robert
Drake
M
463 Willie Estates
Burbank
OK
74,633
36.6966
-96.7869
471
Sub
1941-03-30
d1a68e9e81d37c754fbf5fa125a9363c
1,371,175,776
35.751489
-97.17243
0
1,275,616
2020-06-14 02:10:24
4,957,924,165,498
fraud_Heathcote, Yost and Kertzmann
shopping_net
7.08
Alan
Parsons
M
0547 Russell Ford Suite 574
Kirk
CO
80,824
39.6171
-102.4776
207
Network engineer
1955-12-04
87102d851d5f183b9c473ae0b37c0b1d
1,371,175,824
39.002365
-102.072037
0
1,275,617
2020-06-14 02:11:41
4,777,065,439,639,721
fraud_Price Inc
shopping_net
93.74
Peter
Caldwell
M
08966 Beltran Route Suite 905
Oaks
PA
19,456
40.1334
-75.4536
737
Oceanographer
1987-04-24
9980b0f55faa765fa2fc4f61f7cab078
1,371,175,901
39.928434
-74.535208
0
1,275,618
2020-06-14 02:11:46
4,171,397,999,167,005
fraud_Casper, Hand and Zulauf
grocery_pos
89.73
Ashley
Mcdonald
F
3160 Tina Estates Suite 234
Marietta
SC
29,661
35.0296
-82.5136
5,648
Museum/gallery exhibitions officer
1934-10-06
1a67c3c0191979a2929840ce19813c13
1,371,175,906
35.956525
-83.309448
0
1,275,619
2020-06-14 02:12:28
213,178,850,083,780
fraud_Raynor, Reinger and Hagenes
gas_transport
75.2
Shawn
King
M
31493 Garcia Summit
Athena
OR
97,813
45.8289
-118.4971
1,302
Dealer
1976-10-18
a5bb84b988d160db049c3b26fb46ff25
1,371,175,948
45.29068
-117.805167
0
1,275,620
2020-06-14 02:13:41
4,906,628,655,840,914,000
fraud_Padberg-Welch
grocery_pos
38.06
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
4426a10a2bc2d525ceb6a8af0db8f230
1,371,176,021
24.054637
-81.245258
0
1,275,621
2020-06-14 02:14:10
6,011,860,238,257,910
fraud_Boehm, Predovic and Reinger
misc_pos
50.66
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
3c6b70785e6117fd6f3b3d25d53540d7
1,371,176,050
36.677259
-98.334725
0
1,275,622
2020-06-14 02:14:19
3,513,506,355,699,497
fraud_Luettgen PLC
gas_transport
95.7
Sarah
Adams
F
5654 Peterson Land
Ridgeland
MS
39,157
32.4122
-90.1207
24,645
Scientist, clinical (histocompatibility and immunogenetics)
1966-05-29
b90661411bd08fb1c6369c10284acd0f
1,371,176,059
32.639645
-89.379532
0
1,275,623
2020-06-14 02:14:30
2,229,824,890,647,120
fraud_Connelly, Reichert and Fritsch
gas_transport
70.53
Walter
Blair
M
44951 Williams Brooks
Pearlington
MS
39,572
30.2508
-89.6011
1,414
Therapist, occupational
1958-02-17
3efd17c3bb6816600f87cfb5acef0fc3
1,371,176,070
30.157117
-89.804068
0
1,275,624
2020-06-14 02:15:17
30,153,452,207,526
fraud_Turner and Sons
shopping_pos
4.24
Robin
Smith
F
0537 Margaret Common Suite 526
Coleman
TX
76,834
31.8287
-99.427
5,908
Radio producer
1962-04-05
30523e42eb8ab3e79140a5be6248c838
1,371,176,117
32.543472
-98.80974
0
1,275,625
2020-06-14 02:15:42
30,270,432,095,985
fraud_Auer-Mosciski
grocery_pos
96.24
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
14ca7c414b0cb8403bdd489f06bd1c6f
1,371,176,142
40.408482
-90.908902
0
1,275,626
2020-06-14 02:18:10
4,587,657,402,165,341,700
fraud_Friesen-Stamm
gas_transport
68.53
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
2004-05-08
fbe04f697a4fc5c0056d36ee93f13adf
1,371,176,290
41.586811
-88.085671
0
1,275,627
2020-06-14 02:18:40
38,588,538,868,506
fraud_Goldner, Kovacek and Abbott
grocery_pos
99.53
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
0df1654755c2f644b6e50c159f37f40d
1,371,176,320
29.388735
-103.691049
0
1,275,628
2020-06-14 02:19:16
676,292,294,938
fraud_Bernhard Inc
gas_transport
53.7
Lisa
Fitzpatrick
F
58761 Brewer Rapids
Skytop
PA
18,357
41.2336
-75.2389
104
Financial trader
1927-08-25
8efcf12fe70422dbaaa46aed926a4998
1,371,176,356
41.527403
-74.610768
0
1,275,629
2020-06-14 02:19:40
4,550,599,031,376,731
fraud_Turner, Ziemann and Lehner
food_dining
148.22
Angela
West
F
9471 Wong Islands
Mansfield
OH
44,902
40.7559
-82.5123
92,985
Press photographer
1968-05-29
e06fbf4873021480ba204b7c4b1d2d8a
1,371,176,380
40.285006
-82.106775
0
1,275,630
2020-06-14 02:21:07
4,265,776,278,887,457
fraud_Lockman, West and Runte
grocery_pos
129.41
Christine
Best
F
68248 Deanna Land
Enola
AR
72,047
35.2087
-92.2123
969
Physicist, medical
1954-01-05
b41a06eb3e71104d526a5a79961bda70
1,371,176,467
35.253118
-92.043893
0
1,275,631
2020-06-14 02:21:31
4,707,867,759,656,333
fraud_Heathcote, Yost and Kertzmann
shopping_net
10.63
Susan
Shah
F
9016 Jordan Bypass Apt. 516
Cranks
KY
40,820
36.7558
-83.1838
581
Psychologist, counselling
1967-02-04
8c14114d36ed03479c72796938cc976a
1,371,176,491
37.626192
-82.798225
0
1,275,632
2020-06-14 02:21:31
4,045,036,286,570,100,700
fraud_Erdman-Kertzmann
gas_transport
62.15
Bianca
Scott
F
9588 Cox Rapid Apt. 257
Atglen
PA
19,310
39.9458
-75.9703
3,066
Product manager
1928-07-15
cef561db8a8ceb17bde9df2264b366e5
1,371,176,491
39.518603
-75.391264
0
1,275,633
2020-06-14 02:21:41
4,025,612,008,285,111
fraud_Towne, Greenholt and Koepp
shopping_net
3.11
Krystal
Key
F
23142 Montoya Island Apt. 742
Corsica
PA
15,829
41.1762
-79.1976
1,274
Maintenance engineer
1949-03-20
d1ede48e011daa57b5054ddf5c5158a0
1,371,176,501
40.486813
-78.397316
0
1,275,634
2020-06-14 02:22:01
4,239,436,242,473
fraud_Tillman, Dickinson and Labadie
gas_transport
76.58
James
Leon
M
826 Benjamin Stravenue
Alexandria
VA
22,311
38.832
-77.12
321,490
Scientist, biomedical
1991-10-04
3f3dd79957f44385f46c60735c23c441
1,371,176,521
38.819822
-76.749006
0
1,275,635
2020-06-14 02:22:15
4,658,490,815,480,264
fraud_Vandervort-Funk
grocery_pos
123.32
Tara
Richards
F
4879 Cristina Station
Keisterville
PA
15,449
39.9636
-79.7853
184
Systems developer
1945-11-04
e4ff6b74c82e19408cd3c684e5503fda
1,371,176,535
39.829718
-80.265733
0
1,275,636
2020-06-14 02:23:10
2,222,001,896,600,109
fraud_Mante Group
misc_net
3.66
Susan
Hernandez
F
2193 Osborne Run Apt. 789
Moro
IL
62,067
38.9318
-89.9618
2,401
Buyer, industrial
1972-01-03
9beb708b73835a1343e3407544a8a4cf
1,371,176,590
38.264264
-90.060769
0
1,275,637
2020-06-14 02:24:56
213,178,765,398,315
fraud_Hintz-Bruen
grocery_net
40.29
Alan
Colon
M
748 Bryan Fields Suite 935
Riverton
WY
82,501
43.0351
-108.2024
19,408
Lecturer, higher education
1993-09-11
959665963e8757170bd88c46d95b5f70
1,371,176,696
43.035982
-108.278238
0
1,275,638
2020-06-14 02:27:01
583,699,482,621
fraud_Emard Inc
gas_transport
45.63
Jennifer
Jones
F
5572 Kelly Plains Apt. 952
Waupaca
WI
54,981
44.3481
-89.1101
15,426
Engineer, civil (contracting)
1936-07-22
870bc7e39e23e6bd1df480b8900377ee
1,371,176,821
45.038067
-89.09206
0
1,275,639
2020-06-14 02:27:10
213,173,753,804,333
fraud_Pouros-Conroy
shopping_pos
7.78
Joseph
Wagner
M
822 Austin Spur
North Judson
IN
46,366
41.2244
-86.6966
5,791
Doctor, general practice
1959-10-07
48a23cef17025b8f9e14fd65b5c7ae62
1,371,176,830
42.141917
-86.866771
0
1,275,640
2020-06-14 02:27:39
4,922,710,831,011,201
fraud_Huel, Hammes and Witting
grocery_pos
135.65
Heather
Chase
F
6888 Hicks Stream Suite 954
Manor
PA
15,665
40.3359
-79.6607
1,472
Public affairs consultant
1941-03-07
091e2db4fe733aa5b1d57f060af500ba
1,371,176,859
39.547905
-80.340859
0
1,275,641
2020-06-14 02:29:27
30,030,380,240,193
fraud_Goldner, Kovacek and Abbott
grocery_pos
98.1
William
Jenkins
M
50614 Kevin Point
Harper
TX
78,631
30.2816
-99.241
2,395
Pharmacist, community
1993-11-17
95c2dc442fb1de04be81901e51bcd7c5
1,371,176,967
29.419811
-99.357284
0
1,275,642
2020-06-14 02:29:53
377,550,167,323,848
fraud_Casper, Hand and Zulauf
grocery_pos
67.04
Kevin
Walters
M
87227 Tapia Burgs
Auburn
ME
4,210
44.0948
-70.239
23,045
Tourist information centre manager
1958-09-02
78c54c7db0d757a61bdc4a0e2fc88951
1,371,176,993
44.151398
-70.3291
0
1,275,643
2020-06-14 02:31:15
213,186,334,552,049
fraud_Schmitt Inc
gas_transport
57.97
Andrea
Perkins
F
37426 Olson Villages
Irvine
PA
16,329
41.8117
-79.2643
528
Chief Marketing Officer
1972-09-13
cc99e47ec33106eee2d7a757147d7a7b
1,371,177,075
42.509032
-79.208551
0
1,275,644
2020-06-14 02:31:23
3,595,192,916,105,588
fraud_McDermott-Weimann
grocery_pos
55.33
Dustin
Roberts
M
3283 James Station
Fayetteville
NC
28,314
35.0583
-79.008
238,602
Scientist, research (maths)
1993-05-14
50c80559287504715d8660186c35393b
1,371,177,083
34.257288
-78.495426
0
1,275,645
2020-06-14 02:31:40
3,577,578,023,716,568
fraud_Kilback LLC
grocery_pos
148.38
Debbie
Hughes
F
0182 Owens Burgs Suite 480
Diamond
OH
44,412
41.0935
-81.0425
2,644
Engineer, biomedical
1983-08-25
fb614d72e5561f93b3d87bdd7d956258
1,371,177,100
41.193119
-81.826887
0
1,275,646
2020-06-14 02:31:44
3,533,800,906,065,217
fraud_Miller-Harris
misc_net
6.46
Amber
Thornton
F
840 Werner Lock Apt. 852
Campbell
NE
68,932
40.2967
-98.737
493
Surveyor, minerals
1940-09-13
c376e6b3c8bfb18ec007f43e24bed9a1
1,371,177,104
39.769897
-98.587509
0
1,275,647
2020-06-14 02:31:51
2,719,496,466,799,416
fraud_Goyette Inc
shopping_net
1.57
Sheila
Baker
F
8030 Walker Heights
Belle Fourche
SD
57,717
44.6723
-103.8396
8,007
Hospital pharmacist
1940-09-17
09683be4942d6d55de31033b3c737b69
1,371,177,111
44.577505
-103.729903
0
1,275,648
2020-06-14 02:33:07
4,607,072,969,078,276
fraud_Cartwright-Harris
grocery_pos
137.86
Brenda
Perez
F
033 Tara Brook Suite 523
Coyle
OK
73,027
35.8985
-97.2607
1,493
Amenity horticulturist
1985-03-21
37e5db65764ab9dc9eb84870fbced954
1,371,177,187
36.012346
-96.413371
0
1,275,649
2020-06-14 02:33:23
3,560,697,798,177,746
fraud_Shields Inc
grocery_net
81.3
Matthew
Young
M
8840 Miller Port Suite 645
Indian Wells
CA
92,210
33.7163
-116.3381
4,677
Learning mentor
1955-05-06
f4c8bcd03fda48b79704831dd8a4d3d2
1,371,177,203
34.636383
-115.459957
0
1,275,650
2020-06-14 02:34:00
213,193,596,103,206
fraud_Bashirian Group
shopping_net
105.38
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
5722f3dbd1112f8b76fb852c5b844f4a
1,371,177,240
44.844543
-83.657345
0
1,275,651
2020-06-14 02:34:02
4,306,586,894,261,180
fraud_Kilback LLC
grocery_pos
103.81
Renee
Walls
F
86542 Jessica Fords Apt. 706
Veedersburg
IN
47,987
40.1186
-87.2602
4,049
Development worker, community
1959-10-19
4bf577668550c87533c371ff6c4675cc
1,371,177,242
41.043915
-86.952481
0
1,275,652
2020-06-14 02:34:28
5,580,563,567,307,107
fraud_Bernhard Inc
gas_transport
66.31
Stanley
Dickson
M
078 Alex Fields
Smock
PA
15,480
39.9961
-79.7678
1,946
Charity fundraiser
1990-06-21
05a82ccd2dc4d3850d09e81c2c32fca5
1,371,177,268
39.664967
-79.037577
0
1,275,653
2020-06-14 02:35:01
5,456,712,664,803,820
fraud_Kiehn Inc
grocery_pos
119.63
Pamela
Matthews
F
36659 Smith Club Apt. 080
Llano
NM
87,543
36.1486
-105.6648
247
Architectural technologist
1961-10-24
62a702c3d686a297f065d5609d41fee5
1,371,177,301
35.203016
-106.134762
0
1,275,654
2020-06-14 02:35:17
4,210,078,554,961,359,000
fraud_Vandervort-Funk
grocery_pos
115.39
Valerie
Clark
F
7402 West Ranch
Lowell
OR
97,452
43.921
-122.7806
1,420
Systems analyst
1965-11-11
540a3f4682a5ec8de66f6158ea4b22ff
1,371,177,317
44.178473
-123.069547
0
1,275,655
2020-06-14 02:36:14
4,715,741,951,931,169,000
fraud_Medhurst PLC
shopping_net
6.87
Robert
Drake
M
463 Willie Estates
Burbank
OK
74,633
36.6966
-96.7869
471
Sub
1941-03-30
dfa7b0e6470a5d127282571e8c1db694
1,371,177,374
37.449896
-97.16815
0
1,275,656
2020-06-14 02:37:06
377,234,009,633,447
fraud_Bradtke PLC
grocery_pos
116.29
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
a34338f2c3729ace707ec3b915a657ac
1,371,177,426
40.122629
-77.288982
0
1,275,657
2020-06-14 02:38:10
4,301,028,321,766,222,300
fraud_Turner and Sons
shopping_pos
113.3
Joe
Howard
M
109 Brian Lights Apt. 504
Shippingport
PA
15,077
40.6025
-80.3863
198
Secretary/administrator
1978-10-26
4d806e6135d6c7486b2357dedc42f061
1,371,177,490
41.561064
-80.542942
0
1,275,658
2020-06-14 02:39:00
36,722,699,017,270
fraud_Osinski, Ledner and Leuschke
grocery_pos
196.55
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
3e466648c99f3425529f2fa422462990
1,371,177,540
33.391839
-111.064446
0
1,275,659
2020-06-14 02:40:41
4,561,546,772,499
fraud_Funk Group
grocery_net
70.34
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
42831e48447226435dba5aa1fe615a4f
1,371,177,641
34.386756
-106.51684
0
1,275,660
2020-06-14 02:41:06
180,065,479,077,096
fraud_Lind, Huel and McClure
gas_transport
55.69
Krystal
Gamble
F
47152 Clayton Burg
Manchester
MD
21,102
39.6747
-76.8941
11,751
Clinical research associate
1964-02-15
1a56253b07b7349bb7a4d9e662d98dfb
1,371,177,666
40.07059
-77.275527
0
1,275,661
2020-06-14 02:42:26
2,252,055,259,910,912
fraud_Shields Inc
grocery_net
49.42
Jason
Hernandez
M
220 Frank Gardens
Hewitt
WI
54,441
44.6437
-90.1031
828
Arts development officer
1991-08-19
cbb0f06155fff4f7754ccc7b400409ac
1,371,177,746
45.014473
-90.590722
0
1,275,662
2020-06-14 02:42:53
4,247,921,790,666
fraud_Kilback LLC
grocery_pos
84.24
Judith
Moss
F
46297 Benjamin Plains Suite 703
Washington Court House
OH
43,160
39.537
-83.455
22,305
Television floor manager
1939-03-09
5f969b58eedc09b23b2d892e9e80cf2a
1,371,177,773
39.112836
-82.60588
0
1,275,663
2020-06-14 02:44:44
4,587,657,402,165,341,700
fraud_Harber Inc
gas_transport
49.25
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
2004-05-08
f4a071cc66f5aafc285b4c036e717fd9
1,371,177,884
40.734686
-86.602883
0
1,275,664
2020-06-14 02:46:24
30,238,755,902,988
fraud_Koelpin and Sons
misc_net
225.89
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
baea7fe866deeaf21fbcf068874018ae
1,371,177,984
30.776511
-96.823943
0
1,275,665
2020-06-14 02:46:24
4,220,345,354,880
fraud_Kerluke, Kertzmann and Wiza
misc_net
3.95
Patrick
Torres
M
27386 Snyder Station
Oxford
MI
48,371
42.8223
-83.2829
24,840
Agricultural consultant
1960-01-20
99d7ab8e672af2603db49e29749138e1
1,371,177,984
42.561818
-82.504027
0
1,275,666
2020-06-14 02:46:30
577,588,686,219
fraud_Luettgen PLC
gas_transport
46.23
James
Strickland
M
25454 Leonard Lake
Spring Church
PA
15,686
40.6153
-79.4545
972
Public relations account executive
1997-10-23
80dfdead5d4c4803808edad7f1f89923
1,371,177,990
40.009148
-79.585292
0
1,275,667
2020-06-14 02:46:48
676,281,772,837
fraud_Kutch and Sons
grocery_pos
96.03
Alicia
Bishop
F
222 Freeman Islands
Whigham
GA
39,897
30.8836
-84.3246
3,430
Editor, commissioning
1950-03-25
82611fec56f5d6d960a35122bd0c0ceb
1,371,178,008
31.762668
-84.645383
0
1,275,668
2020-06-14 02:46:58
2,512,312,531,485,080
fraud_Hudson-Ratke
grocery_pos
84.9
John
Mccormick
M
79414 Clark Lakes Suite 966
Warren
MI
48,088
42.5164
-82.9832
134,056
Producer, radio
1956-10-08
d56a5b1f1c64fa015ff0892e32dba949
1,371,178,018
42.034065
-82.321439
0
1,275,669
2020-06-14 02:47:45
3,552,581,383,553,463
fraud_Goyette, Howell and Collier
shopping_pos
163.87
Jonathan
Castro
M
200 Christie Mills Apt. 307
Andrews
NC
28,901
35.1959
-83.8228
5,354
Retail buyer
1965-04-13
83766676e8896d916da748554d1f0c70
1,371,178,065
35.972314
-83.165553
0
1,275,670
2020-06-14 02:48:10
3,576,144,910,346,950
fraud_Halvorson Group
misc_pos
3.71
Thomas
Payne
M
9455 Kathleen Brook Apt. 651
Huslia
AK
99,746
65.6899
-156.292
277
Engineer, civil (consulting)
1965-11-06
3ba2bb31bc5c6001b6c46cf53357f26d
1,371,178,090
65.536609
-156.329947
0
1,275,671
2020-06-14 02:49:37
4,134,456,652,433,447
fraud_Wilkinson Ltd
entertainment
8.34
Lawrence
Ellis
M
1471 Alicia Flat Apt. 993
Springfield Gardens
NY
11,413
40.6645
-73.7559
38,912
Production manager
1961-11-07
53adc4fc8f8c34a29be5ccd6a4cbc980
1,371,178,177
40.250241
-73.551975
0
1,275,672
2020-06-14 02:49:51
30,371,006,069,917
fraud_Hackett-Lueilwitz
grocery_pos
143.05
Robert
James
M
92021 Miranda Meadows
Tamaroa
IL
62,888
38.138
-89.2231
2,135
Development worker, community
1961-01-31
5c4359d1ebd8a60b37d8667ffe1ba1e1
1,371,178,191
38.921712
-88.774816
0
1,275,673
2020-06-14 02:50:03
4,220,345,354,880
fraud_Dibbert and Sons
entertainment
36.1
Patrick
Torres
M
27386 Snyder Station
Oxford
MI
48,371
42.8223
-83.2829
24,840
Agricultural consultant
1960-01-20
5748fe25a66444d9d5933835c322af57
1,371,178,203
41.954282
-84.031282
0
1,275,674
2020-06-14 02:51:46
4,119,762,878,330,989
fraud_Frami Group
entertainment
3.62
Melinda
Gutierrez
F
1497 West Gateway
Eureka
IL
61,530
40.7152
-89.2706
6,713
Archivist
1945-08-19
e8d2d1f88d9a1ea35e648ff8725eeb60
1,371,178,306
41.022398
-89.694843
0
1,275,675
2020-06-14 02:52:12
4,410,582,919,485,061,600
fraud_Friesen-D'Amore
gas_transport
58.07
David
Cole
M
7955 Allen Orchard Apt. 336
Springfield
GA
31,329
32.3697
-81.3618
9,034
Therapist, occupational
1969-03-02
d5f5873a03deab7ca131f92bebe644b6
1,371,178,332
32.839543
-81.190764
0
1,275,676
2020-06-14 02:52:27
630,424,987,505
fraud_Dickinson Ltd
misc_pos
939.91
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
1981-08-29
dfdcba83e5cd2517a06deefc9ab6e000
1,371,178,347
40.099725
-80.258842
1
1,275,677
2020-06-14 02:52:31
581,686,439,828
fraud_DuBuque LLC
grocery_pos
73.02
Larry
House
M
911 Sabrina Trafficway
Cochranton
PA
16,314
41.5205
-80.0573
5,507
Retail merchandiser
1973-07-28
1f7917e53749541b0e6d41a7b2e2c34e
1,371,178,351
41.616648
-80.877079
0
1,275,678
2020-06-14 02:54:20
4,178,097,073,221,156
fraud_Smitham-Boehm
grocery_net
65.82
Jill
Flores
F
639 Cruz Islands
Baroda
MI
49,101
41.9488
-86.4913
3,104
Horticulturist, commercial
1981-03-29
aa8f97c8ec5fb18d5a2c4051bc015de6
1,371,178,460
41.5492
-86.340226
0
1,275,679
2020-06-14 02:54:54
6,550,399,784,335,736
fraud_Rodriguez Group
gas_transport
63.55
Harry
Mckee
M
95351 Sullivan Viaduct Apt. 239
Port Charlotte
FL
33,981
26.9379
-82.2388
79,008
Quantity surveyor
1984-08-31
a2d4076e2fa6b3ae5e85faaa7de830b7
1,371,178,494
27.695959
-83.064746
0
1,275,680
2020-06-14 02:55:18
3,529,597,810,116,815
fraud_Raynor, Reinger and Hagenes
gas_transport
92
Pamela
Curtis
F
8969 Fuentes Station Apt. 291
Mill Creek
PA
17,060
40.4679
-77.8967
1,334
Archaeologist
1986-12-17
d550df9d63a55a2e183b132f7791e0ce
1,371,178,518
40.103508
-77.554453
0
1,275,681
2020-06-14 02:55:21
180,046,165,512,893
fraud_Lind, Huel and McClure
gas_transport
66.62
Erica
Walker
F
084 Holmes Avenue Suite 206
Stayton
OR
97,383
44.8021
-122.7624
9,587
Engineer, biomedical
1968-03-24
02f1dd468efd6dff354cf172e50613ab
1,371,178,521
43.859735
-123.592702
0
1,275,682
2020-06-14 02:56:09
3,558,652,751,678,952
fraud_Bins-Rice
gas_transport
51.93
Teresa
Blankenship
F
6638 Lucero Mill Suite 952
Karnack
TX
75,661
32.6205
-94.2
2,807
Chiropodist
1931-01-26
bf952d8f5ae3a71a5de0954511ae1f4f
1,371,178,569
33.07673
-94.543628
0
1,275,683
2020-06-14 02:56:47
4,979,422,371,139,333
fraud_Connelly, Reichert and Fritsch
gas_transport
65.17
Kelly
Zimmerman
F
1893 Katie Tunnel
Westerville
NE
68,881
41.4193
-99.3844
73
Product designer
1935-02-10
74e298d5c0052ecff0bf6d15e9e29565
1,371,178,607
40.674285
-99.933808
0
1,275,684
2020-06-14 02:59:49
374,125,201,044,065
fraud_Roob, Conn and Tremblay
shopping_pos
7.63
Christopher
Gilbert
M
20937 Reed Lakes Apt. 271
Washington
DC
20,012
38.9757
-77.0282
601,723
Optician, dispensing
1970-07-20
d5d2502fd90a2ba533762c6c6b78ef21
1,371,178,789
38.211292
-77.856007
0
1,275,685
2020-06-14 03:00:15
374,125,201,044,065
fraud_Bins, Balistreri and Beatty
shopping_pos
3.29
Christopher
Gilbert
M
20937 Reed Lakes Apt. 271
Washington
DC
20,012
38.9757
-77.0282
601,723
Optician, dispensing
1970-07-20
8d36b94b3925d50644b46f261fadb732
1,371,178,815
38.665925
-77.979091
0
1,275,686
2020-06-14 03:00:32
4,446,368,897,795,790
fraud_DuBuque LLC
grocery_pos
95.41
Ryan
Joseph
M
8850 Jessica Center
Atlantic
VA
23,303
37.9073
-75.5089
741
Geologist, engineering
1986-08-17
17172c677cde2ef057a20c85df8de275
1,371,178,832
38.74739
-75.687186
0
1,275,687
2020-06-14 03:00:45
2,286,236,465,059,468
fraud_Emard Inc
gas_transport
86.28
Morgan
Murray
F
2788 Brittney Island
Blairstown
MO
64,726
38.5319
-93.9221
467
Agricultural consultant
1950-05-27
871a3ad735392a31adb68ce4f3d49562
1,371,178,845
38.044174
-93.746315
0
1,275,688
2020-06-14 03:01:13
4,500,002,361,389
fraud_Rodriguez Group
gas_transport
45.42
Joseph
Nixon
M
86882 Desiree Camp Suite 047
Tyaskin
MD
21,865
38.2833
-75.8465
470
Music tutor
1965-04-07
0d8701a8a07e586dc2209ec52b6e9c74
1,371,178,873
39.164474
-76.304313
0
1,275,689
2020-06-14 03:01:36
342,952,484,382,519
fraud_Kiehn-Emmerich
grocery_pos
75.18
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
cbb65f4c1880b748423ca59722ea256b
1,371,178,896
42.981368
-73.318697
0
1,275,690
2020-06-14 03:01:44
180,049,032,966,888
fraud_Pfeffer and Sons
shopping_pos
114.55
Michael
Flores
M
70761 Fitzpatrick Brooks Suite 631
Saxon
WI
54,559
46.4959
-90.4383
795
Television/film/video producer
1986-04-15
a4d8242c9e4540ce974a95ad7dd49c4b
1,371,178,904
46.115696
-89.930152
0
1,275,691
2020-06-14 03:03:34
4,560,004,149,983,868,400
fraud_Boehm, Block and Jakubowski
misc_pos
62.81
Stacy
Villegas
F
20581 Pena Walks
Colorado Springs
CO
80,951
38.8881
-104.6556
525,713
Museum/gallery exhibitions officer
1992-05-09
63f21873b2dfdaec575c473772e0e58d
1,371,179,014
39.687763
-105.495838
0
1,275,692
2020-06-14 03:03:48
6,011,252,220,172,077
fraud_Shields Inc
grocery_net
18.59
Melvin
Wright
M
210 Dean Causeway Suite 130
Alton
IA
51,003
42.9782
-96.0173
1,700
Engineer, land
2001-12-19
9c10e823ba7a058c19c81e4729a10279
1,371,179,028
42.798255
-95.227831
0
1,275,693
2020-06-14 03:04:08
38,199,021,865,320
fraud_Terry-Huel
shopping_net
87.47
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
1988-04-15
b032a39933a45c5d17c988b0f93f831d
1,371,179,048
43.80115
-71.35436
0
1,275,694
2020-06-14 03:04:18
3,598,215,285,024,754
fraud_Monahan, Bogisich and Ledner
misc_pos
148.51
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
1970-10-21
1713a6e365663b943b92de05dcf683ba
1,371,179,058
40.129167
-73.676576
0
1,275,695
2020-06-14 03:05:00
3,581,130,339,108,561
fraud_Medhurst PLC
shopping_net
3.28
Gregory
Wood
M
622 Robert Summit
Akron
OH
44,307
41.0695
-81.5488
272,134
Call centre manager
1964-03-15
94539619ce7abc12eb03bb3ca13c71b3
1,371,179,100
41.373017
-82.142619
0
1,275,696
2020-06-14 03:05:21
4,294,040,533,480,516
fraud_Olson, Becker and Koch
gas_transport
50.28
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
1986-12-31
1072243a6c5dc3bcfdd105b3cec09bf9
1,371,179,121
33.75152
-80.800137
0
1,275,697
2020-06-14 03:05:32
180,094,419,304,907
fraud_Torp-Labadie
gas_transport
88.02
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
1972-09-22
9549cb50ffe80f0922cb4993be0a64f9
1,371,179,132
33.595267
-117.465945
0
1,275,698
2020-06-14 03:05:49
4,128,027,264,554,082
fraud_Raynor, Feest and Miller
gas_transport
59.05
Kyle
Park
M
7507 Larry Passage Suite 859
Mount Perry
OH
43,760
39.8788
-82.188
1,831
Barrister's clerk
1953-10-18
47811f9d2f1aac22b6e066d8c5952583
1,371,179,149
40.395822
-81.458097
0
1,275,699
2020-06-14 03:05:54
3,525,590,521,269,779
fraud_Durgan-Auer
misc_net
8.25
Scott
Fuller
M
861 Karen Common
Haw River
NC
27,258
36.0424
-79.3242
6,006
Paramedic
1984-07-20
1a9f3b0441e8c7ce7ed503ee88ae1df7
1,371,179,154
35.151878
-79.378373
0