Unnamed: 0
int64
0
1.05M
trans_date_trans_time
stringlengths
11
14
cc_num
float64
60.4B
4,992,350,000B
merchant
stringclasses
693 values
category
stringclasses
14 values
amt
float64
1
28.9k
first
stringclasses
348 values
last
stringclasses
479 values
gender
stringclasses
2 values
street
stringclasses
965 values
city
stringclasses
879 values
state
stringclasses
51 values
zip
int64
1.26k
99.8k
lat
float64
20
66.7
long
float64
-165.67
-67.95
city_pop
int64
23
2.91M
job
stringclasses
493 values
dob
stringclasses
950 values
trans_num
stringlengths
11
32
unix_time
int64
1.33B
1.36B
merch_lat
float64
19
67.5
merch_long
float64
-166.67
-66.95
is_fraud
int64
0
1
Unnamed: 23
float64
6006
float64
7,700
1/6/19 0:32
180,094,000,000,000
fraud_Flatley-Durgan
misc_net
53.65
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
9/22/72
b669b9ea79caf3bf0e6e3c67b7a01999
1,325,809,944
34.714202
-116.549764
0
null
null
7,701
1/6/19 0:32
4,400,010,000,000,000,000
fraud_Wolf Inc
grocery_pos
136.18
Marissa
Powell
F
474 Allen Haven
North Loup
NE
68,859
41.4972
-98.7858
509
Nurse, children's
9/15/80
b5e49adb8f28840d6351070ac2969f8b
1,325,809,954
41.964873
-98.599757
0
null
null
7,702
1/6/19 0:34
60,495,593,109
fraud_Nienow, Ankunding and Collier
misc_pos
3.69
Randall
Dillon
M
4440 George Mills Suite 591
Dallas
TX
75,210
32.7699
-96.743
1,263,321
Television camera operator
11/24/42
bfe9c2e1ee3e57fb347e4065ed19ff68
1,325,810,068
31.9258
-97.468724
0
null
null
7,703
1/6/19 0:34
567,868,000,000
fraud_Gislason Group
misc_pos
14.9
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
12/16/84
8c2d2d4a76ab56b0cbe447f6594176d7
1,325,810,077
28.939864
-94.843711
0
null
null
7,704
1/6/19 0:35
3,593,120,000,000,000
fraud_Spencer-Runolfsson
misc_pos
9.57
Laura
Casey
F
6114 Moran Way
Steuben
ME
4,680
44.4971
-67.9503
1,131
Make
5/10/59
6699ff31b8542ed74ce0f87862b55792
1,325,810,105
43.942785
-67.79575
0
null
null
7,705
1/6/19 0:36
4,716,560,000,000,000
fraud_Bogisich Inc
grocery_pos
120.77
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
5/4/72
ee591a8bdada4506ec12f32f086c9c64
1,325,810,177
47.595891
-113.843917
0
null
null
7,706
1/6/19 0:37
4,169,390,000,000
fraud_Huels-Nolan
gas_transport
60.74
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
9/27/62
cdfd3f19a4929565d9fb68e4d16a7d77
1,325,810,221
42.582533
-77.434859
0
null
null
7,707
1/6/19 0:37
4,973,530,000,000,000,000
fraud_Osinski, Ledner and Leuschke
grocery_pos
86.75
Mary
Rodriguez
F
8986 Fitzgerald Plains
Winslow
AR
72,959
35.8312
-94.1187
2,786
Musician
9/27/65
2619cab9af30b2c81dc1887d5076309e
1,325,810,245
36.419796
-94.122376
0
null
null
7,708
1/6/19 0:38
6,011,390,000,000,000
fraud_Koss and Sons
gas_transport
61.04
Jacqueline
Marsh
F
950 Sheryl Spurs
Dunlevy
PA
15,432
40.1151
-79.8627
427
Mining engineer
2/5/51
45c4801a540a7c9b3942d3befdc5cbca
1,325,810,287
40.636449
-80.207569
0
null
null
7,709
1/6/19 0:39
6,534,630,000,000,000
fraud_Smitham-Schiller
grocery_net
76.96
Christine
Harris
F
29606 Martinez Views Suite 653
Hinesburg
VT
5,461
44.3346
-73.098
4,542
Claims inspector/assessor
3/19/98
83cef1fc8f63b18495723b27d5800a87
1,325,810,340
44.210627
-73.649063
0
null
null
7,710
1/6/19 0:39
349,613,000,000,000
fraud_Reichert, Huels and Hoppe
shopping_net
116.39
Xavier
Beltran
M
61107 Edwards Dam Apt. 463
Big Creek
KY
40,914
37.1046
-83.5706
467
Psychologist, forensic
6/4/84
74e4110bd2bd937fff1b2a92a99431df
1,325,810,379
36.225858
-83.722132
0
null
null
7,711
1/6/19 0:40
345,060,000,000,000
fraud_Huel-Langworth
misc_net
323.69
Brian
Perez
M
78652 Scott Ports
Ashfield
MA
1,330
42.5232
-72.811
1,506
Production assistant, radio
4/3/60
fd8b4b0d1a8d302cf215e2c7fa267964
1,325,810,404
41.914572
-72.993393
0
null
null
7,712
1/6/19 0:40
4,658,490,000,000,000
fraud_Greenfelder, Bartoletti and Davis
misc_net
1.81
Tara
Richards
F
4879 Cristina Station
Keisterville
PA
15,449
39.9636
-79.7853
184
Systems developer
11/4/45
d44a8afb9de05b411f1b6d9aeafc51bd
1,325,810,446
40.879525
-79.856656
0
null
null
7,713
1/6/19 0:41
4,239,550,000,000,000
fraud_Jewess LLC
shopping_pos
32.91
Carl
Hernandez
M
9134 Darryl Flat Suite 916
Paulding
OH
45,879
41.141
-84.5722
6,284
Secondary school teacher
3/27/36
8ff510ee9d4c2b1e1535e1def9f83017
1,325,810,478
40.976328
-84.121197
0
null
null
7,714
1/6/19 0:44
4,634,960,000,000,000
fraud_Kuvalis Ltd
gas_transport
94.9
Mackenzie
Smith
F
7178 Willis Drive
Hooper
NE
68,031
41.6414
-96.5232
1,745
Engineer, automotive
12/26/73
bf73e9aa48a374f286b24451e99256f0
1,325,810,687
42.580744
-95.677518
0
null
null
7,715
1/6/19 0:45
3,575,790,000,000,000
fraud_Bartoletti-Wunsch
gas_transport
67.25
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
7/17/89
021f9500c7f5d5c40a384bff05ad581a
1,325,810,723
37.909083
-93.960286
0
null
null
7,716
1/6/19 0:46
5,359,540,000,000,000
fraud_Smitham-Schiller
grocery_net
36.23
Michael
Francis
M
1833 Jeanette Stravenue
Belgrade
MT
59,714
45.7801
-111.1439
18,182
Engineer, drilling
6/29/75
72e9f5a656fe503696257aadf6aea803
1,325,810,780
46.129831
-111.514981
0
null
null
7,717
1/6/19 0:47
3,560,730,000,000,000
fraud_Dooley Inc
shopping_pos
120.06
Brooke
Smith
F
63542 Luna Brook Apt. 012
Notrees
TX
79,759
31.8599
-102.7413
23
Cytogeneticist
9/15/69
b6caf36b03b016b419841721ef6f34b7
1,325,810,830
31.326389
-102.056052
0
null
null
7,718
1/6/19 0:47
30,238,800,000,000
fraud_Cummings LLC
gas_transport
70.39
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1/2/76
9f133f10fe92deb9ae7eec2d3de78ca6
1,325,810,860
31.35076
-97.222039
0
null
null
7,719
1/6/19 0:48
3,541,160,000,000,000
fraud_Parisian and Sons
gas_transport
49.19
Jason
Singh
M
4720 Anna Ways
Murrayville
IL
62,668
39.5723
-90.2379
1,512
Commercial/residential surveyor
5/7/03
8a9083fa55a7701c0357e70b9cf1d992
1,325,810,935
40.281539
-91.200428
0
null
null
7,720
1/6/19 0:49
4,119,760,000,000,000
fraud_Cummings LLC
gas_transport
90.14
Melinda
Gutierrez
F
1497 West Gateway
Eureka
IL
61,530
40.7152
-89.2706
6,713
Archivist
8/19/45
9f1e276b6b28dfcb1f9f04c229cf7308
1,325,810,964
41.658215
-89.628466
0
null
null
7,721
1/6/19 0:51
374,125,000,000,000
fraud_Rippin, Kub and Mann
misc_net
6.28
Christopher
Gilbert
M
20937 Reed Lakes Apt. 271
Washington
DC
20,012
38.9757
-77.0282
601,723
Optician, dispensing
7/20/70
55ef14223ff0e21471296b94a7d9f4e7
1,325,811,111
39.122988
-77.213781
0
null
null
7,722
1/6/19 0:54
3,576,020,000,000,000
fraud_Reilly, Heaney and Cole
gas_transport
48.89
Dawn
Gray
F
9486 Joel Common Suite 554
Topeka
KS
66,618
39.1329
-95.7023
163,415
Secondary school teacher
12/30/04
22d85b528260781e90052c08a76fbab8
1,325,811,249
38.516026
-95.324391
0
null
null
7,723
1/6/19 0:54
6,011,490,000,000,000
fraud_Cole PLC
grocery_pos
56.13
Gary
Barnes
M
2970 Flores Brooks
Smackover
AR
71,762
33.3398
-92.7442
2,501
Financial adviser
6/11/86
f7fb033477b4429415e537c38d5aff85
1,325,811,262
34.105209
-92.832904
0
null
null
7,724
1/6/19 0:54
4,560,000,000,000,000,000
fraud_Kemmer-Reinger
grocery_net
101.97
Stacy
Villegas
F
20581 Pena Walks
Colorado Springs
CO
80,951
38.8881
-104.6556
525,713
Museum/gallery exhibitions officer
5/9/92
798f1861169cbf694963e303064cfe9c
1,325,811,288
39.180694
-105.423253
0
null
null
7,725
1/6/19 0:56
4,169,390,000,000
fraud_McGlynn-Heathcote
misc_net
69.76
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
9/27/62
9c8c51c43398638ec50a31a0ecd0b296
1,325,811,381
42.950823
-76.534845
0
null
null
7,726
1/6/19 0:57
4,859,530,000,000,000
fraud_Bahringer-Larson
grocery_net
62
Rebecca
Farley
F
383 Long Islands
Downsville
NY
13,755
42.0716
-75.0152
1,228
Psychotherapist, child
2/25/90
b03ab52f55f02fdbcd25e4b9b499a42e
1,325,811,456
41.848285
-75.911708
0
null
null
7,727
1/6/19 0:58
4,742,880,000,000,000,000
fraud_Bogisich-Homenick
misc_net
44.14
Cassandra
Sanders
F
78117 George Mountains
Paauilo
HI
96,776
20.0271
-155.3697
1,490
Scientist, research (maths)
4/13/91
99e2134473b97b7f7a51fcdcb4306fd3
1,325,811,506
19.348387
-156.0183
0
null
null
7,728
1/6/19 0:59
4,502,540,000,000,000,000
fraud_McDermott-Weimann
grocery_pos
77.08
Stephanie
Cummings
F
1025 Robin Square
Ash Flat
AR
72,513
36.2201
-91.6421
2,856
Hydrologist
8/27/26
5deaa43a608a3a6a3c54683bfaec0f82
1,325,811,585
36.795837
-91.326028
0
null
null
7,729
1/6/19 0:59
4,265,780,000,000,000
fraud_Ledner-Pfannerstill
gas_transport
50.34
Christine
Best
F
68248 Deanna Land
Enola
AR
72,047
35.2087
-92.2123
969
Physicist, medical
1/5/54
2a012b4f494cdd48f9708947c740fd14
1,325,811,592
35.689255
-91.848138
0
null
null
7,730
1/6/19 1:01
4,462,040,000,000,000,000
fraud_Rowe, Batz and Goodwin
grocery_pos
178.27
Kimberly
Bush
F
6027 Scott Meadows Suite 494
Dell City
TX
79,837
31.924
-105.2099
579
Hydrogeologist
11/26/45
06838c28aa63357852e03c7e497bbed9
1,325,811,673
31.478272
-104.472994
0
null
null
7,731
1/6/19 1:01
639,046,000,000
fraud_Balistreri-Nader
misc_pos
38.31
Dylan
Bonilla
M
2497 John Motorway Suite 922
Leetsdale
PA
15,056
40.5662
-80.2099
1,140
Administrator, education
6/20/86
2eb8b45dd1585ddcabe8d8e73b894fc3
1,325,811,698
39.953116
-79.244908
0
null
null
7,732
1/6/19 1:02
4,969,860,000,000,000
fraud_Kutch, Hermiston and Farrell
gas_transport
64.94
Jacqueline
Prince
F
27823 Andrew Underpass Suite 948
Metairie
LA
70,003
29.9975
-90.2146
137,067
Advertising account planner
12/4/51
14a6cafdcbf326020c428a81c1e0f17d
1,325,811,738
30.993397
-89.241491
0
null
null
7,733
1/6/19 1:03
344,710,000,000,000
fraud_Klocko LLC
misc_net
6.79
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1/30/86
80fc35dc64b181769933aabd092ac1db
1,325,811,792
28.056441
-81.079336
0
null
null
7,734
1/6/19 1:04
375,849,000,000,000
fraud_Rempel Inc
shopping_net
9.17
Dale
Smith
M
25036 Contreras Turnpike Suite 270
Purmela
TX
76,566
31.4841
-97.9903
258
Web designer
12/15/43
396645c00cb3915dabaa6ac432f84928
1,325,811,884
32.092664
-97.701012
0
null
null
7,735
1/6/19 1:05
4,681,700,000,000
fraud_Donnelly PLC
misc_net
8.34
Joseph
Gonzalez
M
319 Wendy Fort Suite 179
Murfreesboro
TN
37,132
35.8596
-86.421
158,701
Journalist, newspaper
3/6/78
89a7c5791c4720d6551a6638227da90f
1,325,811,918
35.58916
-85.651267
0
null
null
7,736
1/6/19 1:05
4,707,870,000,000,000
fraud_Pacocha-O'Reilly
grocery_pos
134.95
Susan
Shah
F
9016 Jordan Bypass Apt. 516
Cranks
KY
40,820
36.7558
-83.1838
581
Psychologist, counselling
2/4/67
703b154acec96455d7827c9e0e98bd4a
1,325,811,931
36.651841
-82.353164
0
null
null
7,737
1/6/19 1:05
4,328,930,000,000,000
fraud_Paucek-Wiza
grocery_net
47.2
Margaret
Ray
F
927 Cummings Manor Suite 318
Greendale
WI
53,129
42.9373
-87.9943
13,973
Logistics and distribution manager
5/6/81
75ca26526c92d8ac73e3ff5ef89ce1c6
1,325,811,948
42.606551
-88.57783
0
null
null
7,738
1/6/19 1:06
4,178,100,000,000,000
fraud_Cremin, Hamill and Reichel
misc_pos
49.22
Jill
Flores
F
639 Cruz Islands
Baroda
MI
49,101
41.9488
-86.4913
3,104
Horticulturist, commercial
3/29/81
b08aa661430acfe6284f6c356340c119
1,325,811,972
42.421336
-85.934508
0
null
null
7,739
1/6/19 1:08
630,469,000,000
fraud_Boehm, Block and Jakubowski
misc_pos
8.09
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
5/1/36
e29064a9f9efa7b56a45fb888f656116
1,325,812,081
45.702753
-121.539829
0
null
null
7,740
1/6/19 1:08
581,686,000,000
fraud_Lind, Huel and McClure
gas_transport
74.02
Larry
House
M
911 Sabrina Trafficway
Cochranton
PA
16,314
41.5205
-80.0573
5,507
Retail merchandiser
7/28/73
6715e07e7939b11381f703dec382092f
1,325,812,091
40.932814
-80.277595
0
null
null
7,741
1/6/19 1:08
372,246,000,000,000
fraud_Morissette PLC
shopping_pos
3.3
Rick
Martinez
M
062 Poole Hollow Apt. 815
Deadwood
SD
57,732
44.3566
-103.6999
1,979
Multimedia programmer
3/13/70
0b1b516e512caa9324584eddba789426
1,325,812,100
44.557605
-104.193545
0
null
null
7,742
1/6/19 1:09
36,078,100,000,000
fraud_Roob, Conn and Tremblay
shopping_pos
4.61
Christopher
Horn
M
956 Sanchez Highway
Mallie
KY
41,836
37.2692
-82.9161
798
Facilities manager
6/26/26
de0295d9d8126c80ed21d8c2d3aa6d06
1,325,812,162
38.216845
-83.501445
0
null
null
7,743
1/6/19 1:09
372,509,000,000,000
fraud_Lockman, West and Runte
grocery_pos
231.81
Kristen
Hanson
F
26544 Andrea Glen
Goodrich
MI
48,438
42.9147
-83.4845
6,951
Learning disability nurse
6/18/85
0228f0a528b5db65bf8decae2f03a5bd
1,325,812,173
42.999051
-82.590052
0
null
null
7,744
1/6/19 1:09
2,719,500,000,000,000
fraud_Kassulke PLC
shopping_net
1.5
Sheila
Baker
F
8030 Walker Heights
Belle Fourche
SD
57,717
44.6723
-103.8396
8,007
Hospital pharmacist
9/17/40
4e47d8ad25cc736498a8a5a431ce27fd
1,325,812,174
43.72495
-103.127431
0
null
null
7,745
1/6/19 1:09
5,456,710,000,000,000
fraud_Boyer-Reichert
shopping_net
70.56
Pamela
Matthews
F
36659 Smith Club Apt. 080
Llano
NM
87,543
36.1486
-105.6648
247
Architectural technologist
10/24/61
ba2c99dd264fed11c00aa7435bbaddcb
1,325,812,192
36.220785
-105.05312
0
null
null
7,746
1/6/19 1:09
4,502,540,000,000,000,000
fraud_Goldner-Lemke
entertainment
465.34
Stephanie
Cummings
F
1025 Robin Square
Ash Flat
AR
72,513
36.2201
-91.6421
2,856
Hydrologist
8/27/26
485d9d1febecb29aa7d14da87480df20
1,325,812,197
35.576845
-91.311402
0
null
null
7,747
1/6/19 1:11
4,210,080,000,000,000,000
fraud_Pouros-Conroy
shopping_pos
11
Valerie
Clark
F
7402 West Ranch
Lowell
OR
97,452
43.921
-122.7806
1,420
Systems analyst
11/11/65
e99aed3e1169a47ad6a1ff3419f6fbe2
1,325,812,315
44.531952
-122.98141
0
null
null
7,748
1/6/19 1:12
374,498,000,000,000
fraud_Gerlach Inc
shopping_net
6.79
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
6/30/48
a090d616c67a7b1de145bc27bd2d15e9
1,325,812,324
47.643109
-101.696799
0
null
null
7,749
1/6/19 1:12
3,572,980,000,000,000
fraud_Bogisich Inc
grocery_pos
149.09
William
Lopez
M
785 Kevin Walk Suite 237
Brainard
NE
68,626
41.1832
-96.9882
614
Associate Professor
6/20/67
1463b088d5a5802375f4d36d6a4c23f7
1,325,812,368
40.758713
-96.203806
0
null
null
7,750
1/6/19 1:13
4,306,590,000,000,000
fraud_Cummings Group
grocery_net
100.76
Renee
Walls
F
86542 Jessica Fords Apt. 706
Veedersburg
IN
47,987
40.1186
-87.2602
4,049
Development worker, community
10/19/59
76d686d4daa3d23ea95437a020164d6f
1,325,812,385
40.740322
-87.309068
0
null
null
7,751
1/6/19 1:13
343,473,000,000,000
fraud_Wolf Inc
grocery_pos
79.19
Gloria
Wallace
F
234 Bridges Wells Apt. 389
Center Tuftonboro
NH
3,816
43.6849
-71.2551
1,368
Optician, dispensing
8/5/71
11d1f026380b8f90c6f84518de3f596c
1,325,812,409
43.299074
-71.712044
0
null
null
7,752
1/6/19 1:14
6,526,450,000,000,000
fraud_Heathcote, Yost and Kertzmann
shopping_net
205.35
Nathan
Stewart
M
63502 Brown Road Apt. 318
West Long Branch
NJ
7,764
40.2878
-74.0162
8,097
Mechanical engineer
2/18/64
5895e94ee08c004a943c038f05a24652
1,325,812,449
41.153472
-73.383818
0
null
null
7,753
1/6/19 1:14
4,586,810,000,000,000
fraud_Schaefer, McGlynn and Bosco
gas_transport
93.83
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
7/5/97
c4039c4120bac88c83648dd232175bd8
1,325,812,453
32.068678
-80.667916
0
null
null
7,754
1/6/19 1:14
4,089,100,000,000,000,000
fraud_Rowe, Batz and Goodwin
grocery_pos
213.11
Debra
Stark
F
686 Linda Rest
Kilgore
TX
75,662
32.3836
-94.8653
24,536
Multimedia programmer
10/14/83
2154ac406cdf45630f94415d710ec042
1,325,812,457
32.395455
-93.905341
0
null
null
7,755
1/6/19 1:15
36,722,700,000,000
fraud_Lebsack and Sons
misc_net
11.72
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
10/28/87
c4dd135bfe7595a0e35e6884ba9e0474
1,325,812,516
32.61061
-110.890288
0
null
null
7,756
1/6/19 1:16
630,469,000,000
fraud_Bailey-Morar
grocery_pos
155.9
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
5/1/36
3afb2e7f95fd76c39dba2c452dd3300e
1,325,812,568
46.345658
-121.892898
0
null
null
7,757
1/6/19 1:16
4,862,290,000,000
fraud_Cremin, Hamill and Reichel
misc_pos
4.13
Elizabeth
Payne
F
897 Daugherty Mission
Grassflat
PA
16,839
41.0036
-78.1104
489
Pension scheme manager
9/15/56
5c9be3f15f72818dbae41e49498f743d
1,325,812,606
41.334671
-79.090888
0
null
null
7,758
1/6/19 1:16
2,297,450,000,000,000
fraud_Bashirian Group
shopping_net
8.74
Laura
Walker
F
611 Michael Rue
Cisco
IL
61,830
39.9972
-88.6962
478
Landscape architect
1/13/60
c30d06575d12a26084e0b667a5a61912
1,325,812,618
40.396428
-87.708294
0
null
null
7,759
1/6/19 1:17
6,011,890,000,000,000
fraud_Johnston, Nikolaus and Maggio
grocery_net
70.92
Erin
Chavez
F
3379 Williams Common
Littleton
CO
80,120
39.5994
-105.0044
320,420
Water engineer
7/31/75
b0056ad6240ae356c3258ccb12573b54
1,325,812,637
40.564981
-104.076586
0
null
null
7,760
1/6/19 1:18
2,280,870,000,000,000
fraud_Metz-Boehm
shopping_pos
5.15
Katherine
Cooper
F
3854 Lauren Springs Suite 648
Oakford
IL
62,673
40.0994
-89.9601
530
Transport planner
9/23/67
575379df0e8246a92a7bbb05d51d8d23
1,325,812,724
39.780187
-89.62799
0
null
null
7,761
1/6/19 1:19
3,567,880,000,000,000
fraud_Bartoletti-Wunsch
gas_transport
30.27
Tanya
Williams
F
566 Megan Well
Brownville
NY
13,615
44.0577
-76.0196
1,271
Producer, radio
8/14/58
284102064667c95a36089d736d30af9c
1,325,812,790
43.497623
-75.174789
0
null
null
7,762
1/6/19 1:20
630,425,000,000
fraud_Rippin, Kub and Mann
misc_net
170.76
Jennifer
Black
F
2870 Bean Terrace Apt. 756
Thomas
WV
26,292
39.1505
-79.503
836
Forensic psychologist
8/29/81
6a1bed4d215ef8b1dcc5ffd6d5ac7bec
1,325,812,809
39.303574
-79.682802
0
null
null
7,763
1/6/19 1:20
4,079,770,000,000
fraud_Quitzon, Green and Bashirian
shopping_pos
1.42
Eric
Preston
M
7020 Doyle Stream Apt. 951
Mesa
ID
83,643
44.6255
-116.4493
129
Cartographer
12/15/65
d48fd705afe6695f19b55a3d1ec3169b
1,325,812,836
45.047516
-116.360518
0
null
null
7,764
1/6/19 1:20
4,653,180,000,000,000,000
fraud_Lockman, West and Runte
grocery_pos
47.9
Robert
Hall
M
371 Anthony Trail Suite 354
Glade Spring
VA
24,340
36.7779
-81.7676
5,657
Clinical psychologist
4/29/87
ae25277b0478acde3cf407fd576c3035
1,325,812,859
37.352031
-80.781074
0
null
null
7,765
1/6/19 1:21
3,558,650,000,000,000
fraud_Nienow PLC
entertainment
142.41
Teresa
Blankenship
F
6638 Lucero Mill Suite 952
Karnack
TX
75,661
32.6205
-94.2
2,807
Chiropodist
1/26/31
9e53b855fa471abce6890a5673f8b96f
1,325,812,886
32.342827
-94.843301
0
null
null
7,766
1/6/19 1:21
2,229,380,000,000,000
fraud_Bashirian Group
shopping_net
95.48
Thomas
Hale
M
949 Smith Parkway
Cazenovia
WI
53,924
43.4987
-90.2796
1,360
Occupational hygienist
11/6/84
161ae736e20192dbeb6bbc4f227c33e6
1,325,812,893
43.709445
-89.580692
0
null
null
7,767
1/6/19 1:22
3,599,240,000,000,000
fraud_Kutch LLC
gas_transport
69.68
Jessica
Smith
F
06808 Ryan Valleys
Dubre
KY
42,731
36.8421
-85.5396
341
Insurance risk surveyor
11/19/32
d91ba2bb77029a8142761ffeee567ad6
1,325,812,971
37.362546
-85.782391
0
null
null
7,768
1/6/19 1:23
6,554,250,000,000,000
fraud_Friesen-D'Amore
gas_transport
51
Monique
Robinson
F
07712 Marcus Divide Apt. 831
Laguna Hills
CA
92,637
33.615
-117.7114
45,303
Sales executive
12/22/69
3f82b192e1430c5074d7056bfd119582
1,325,813,025
34.433925
-117.041845
0
null
null
7,769
1/6/19 1:23
6,011,150,000,000,000
fraud_Lehner, Reichert and Mills
misc_pos
7.21
Terri
Bailey
F
508 Erin Mount
Daly City
CA
94,015
37.6787
-122.478
107,941
Buyer, industrial
10/4/91
ec66189bae19789e7fbbaaf8350393c8
1,325,813,028
37.905616
-122.901926
0
null
null
7,770
1/6/19 1:25
4,247,920,000,000
fraud_Mosciski, Gislason and Mertz
grocery_pos
74.02
Judith
Moss
F
46297 Benjamin Plains Suite 703
Washington Court House
OH
43,160
39.537
-83.455
22,305
Television floor manager
3/9/39
10da4443137f57f49eada37a0525ad98
1,325,813,105
40.095768
-84.166806
0
null
null
7,771
1/6/19 1:25
4,255,400,000,000,000,000
fraud_Johnson, Runolfsdottir and Mayer
misc_net
9.88
George
Smith
M
7377 Walton Extensions Apt. 979
Dallas
TX
75,236
32.69
-96.9177
1,263,321
Designer, interior/spatial
9/27/52
6159da578902bcc707aa27f914e8b8d4
1,325,813,114
32.00065
-97.335624
0
null
null
7,772
1/6/19 1:25
213,103,000,000,000
fraud_Erdman-Kertzmann
gas_transport
60.92
Joanne
Padilla
F
477 Alejandro Knolls Suite 828
Gardiner
OR
97,441
43.7857
-124.1437
260
Engineer, maintenance
9/1/56
ee9d864b51ecdd0ab8115a2dbf53a6aa
1,325,813,146
44.46796
-124.263821
0
null
null
7,773
1/6/19 1:26
3,559,680,000,000,000
fraud_Emmerich-Luettgen
grocery_net
61.41
Olivia
Stephenson
F
292 Cassidy Oval
Lowville
NY
13,367
43.7893
-75.4156
8,830
Theme park manager
3/29/91
36434b413e9aeebcd06fa38507d66af0
1,325,813,172
43.528791
-75.648536
0
null
null
7,774
1/6/19 1:26
3,514,900,000,000,000
fraud_Koepp-Parker
grocery_pos
76.04
Steven
Faulkner
M
841 Cheryl Centers Suite 115
Farmington
NY
14,425
42.958
-77.3083
10,717
Cytogeneticist
10/13/52
a28d26ffa8924e27c65d26642591ceff
1,325,813,178
42.676327
-77.935816
0
null
null
7,775
1/6/19 1:27
4,906,630,000,000,000,000
fraud_Swift, Bradtke and Marquardt
grocery_net
34.54
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
2/13/87
144f20c2d94bfee33ea583d2a5ba2979
1,325,813,239
24.593155
-80.521612
0
null
null
7,776
1/6/19 1:27
3,583,790,000,000,000
fraud_Kilback LLC
grocery_pos
73.19
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
9/27/70
ebbddefbb6244cb50fe12efde4d9781f
1,325,813,276
35.200949
-99.773135
0
null
null
7,777
1/6/19 1:28
374,656,000,000,000
fraud_Rodriguez Group
gas_transport
64.74
David
Lewis
M
1499 Michael Rue
Arlington
VA
22,213
38.8954
-77.1633
207,410
Mudlogger
7/3/84
502f0a01d2e05a3f579374cb4d523c9b
1,325,813,293
37.947998
-77.382822
0
null
null
7,778
1/6/19 1:29
371,009,000,000,000
fraud_Marks Inc
gas_transport
51.8
Randall
Burgess
M
393 Carroll Route Suite 197
Norman Park
GA
31,771
31.2462
-83.6549
5,666
Rural practice surveyor
9/14/03
4d2a00259df220667834d1db759d653b
1,325,813,393
31.89697
-82.927497
0
null
null
7,779
1/6/19 1:30
4,509,140,000,000,000
fraud_Rodriguez Group
gas_transport
66.95
Margaret
Williams
F
165 Jerry Meadows Suite 460
Surrency
GA
31,563
31.6489
-82.1982
1,324
Engineer, technical sales
7/12/26
0291a74cd704fdb798d4be078b4c6d66
1,325,813,407
31.690563
-81.497827
0
null
null
7,780
1/6/19 1:30
630,469,000,000
fraud_Rau and Sons
grocery_pos
141.71
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
5/1/36
9e0249dc8471a8092597193ed80b9014
1,325,813,457
45.506048
-122.383775
0
null
null
7,781
1/6/19 1:31
4,727,240,000,000,000
fraud_Kovacek, Dibbert and Ondricka
grocery_pos
111.74
Mary
Lewis
F
118 Justin Extension
Bay Minette
AL
36,507
30.8635
-87.7644
19,090
Science writer
5/30/29
8031b01a05a692e4d24280450fadb880
1,325,813,487
31.700567
-87.643826
0
null
null
7,782
1/6/19 1:32
676,282,000,000
fraud_Zieme, Bode and Dooley
gas_transport
64.78
Alicia
Bishop
F
222 Freeman Islands
Whigham
GA
39,897
30.8836
-84.3246
3,430
Editor, commissioning
3/25/50
af781b7ce3eb63d0be2d9d5d36966f0a
1,325,813,523
31.065662
-84.398341
0
null
null
7,783
1/6/19 1:34
30,150,700,000,000
fraud_Swaniawski, Bahringer and Ledner
grocery_net
54.22
Raymond
Lloyd
M
5930 Rebecca Bridge Apt. 444
Paint Rock
AL
35,764
34.7031
-86.3068
653
Paediatric nurse
6/19/66
5e408273fcc90b7b53a6e9795d117627
1,325,813,656
34.007866
-87.201409
0
null
null
7,784
1/6/19 1:35
30,235,300,000,000
fraud_McDermott-Weimann
grocery_pos
79.58
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
8/16/77
d9b0b272c56706acf16e61b6749a07e1
1,325,813,701
40.358383
-73.308341
0
null
null
7,785
1/6/19 1:37
4,629,450,000,000,000
fraud_Tillman, Dickinson and Labadie
gas_transport
76.67
Karen
Warren
F
4900 Curtis Gardens Suite 952
Hahira
GA
31,632
30.9416
-83.3574
10,295
Teacher, special educational needs
12/26/97
c3a172b723a93715449d69628037d0e5
1,325,813,849
30.109978
-84.354255
0
null
null
7,786
1/6/19 1:37
3,559,720,000,000,000
fraud_Miller-Hauck
grocery_pos
83.93
Matthew
Huerta
M
622 Williams Trafficway
Ringwood
IL
60,072
42.4048
-88.3054
928
Outdoor activities/education manager
5/13/85
8e67aac844a7d36b54e30eeef400f5b4
1,325,813,867
41.535814
-87.706022
0
null
null
7,787
1/6/19 1:38
3,553,630,000,000,000
fraud_Schaefer, McGlynn and Bosco
gas_transport
70.96
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
9/1/84
d32b0bbc9ef8c0726bdb73af02e5f109
1,325,813,903
48.969664
-121.58323
0
null
null
7,788
1/6/19 1:38
4,116,550,000,000,000
fraud_Christiansen, Goyette and Schamberger
gas_transport
69.91
Bridget
Bowen
F
49120 Regina Island Apt. 170
Port Saint Lucie
FL
34,953
27.2625
-80.3793
181,438
Primary school teacher
3/19/34
f7cdcdede1f0f506015b001aa69fb672
1,325,813,916
27.947804
-80.387954
0
null
null
7,789
1/6/19 1:38
4,613,310,000,000
fraud_Harris Inc
gas_transport
67.87
Jason
Murphy
M
542 Steve Curve Suite 011
Collettsville
NC
28,611
35.9946
-81.7266
885
Soil scientist
9/15/88
f9ba34cc3b1950f8c14513d759a048ce
1,325,813,923
35.775007
-81.041036
0
null
null
7,790
1/6/19 1:39
2,712,210,000,000,000
fraud_Schaefer, Maggio and Daugherty
gas_transport
65.22
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
2/22/77
fbfa5e48f8a698f0208865ff2a56b851
1,325,813,960
30.345664
-90.189569
0
null
null
7,791
1/6/19 1:40
3,525,590,000,000,000
fraud_Rutherford-Mertz
grocery_pos
63.96
Scott
Fuller
M
861 Karen Common
Haw River
NC
27,258
36.0424
-79.3242
6,006
Paramedic
7/20/84
5696bcf2568e93d4e2af180d858a9527
1,325,814,037
36.543987
-79.25172
0
null
null
7,792
1/6/19 1:41
6,538,890,000,000,000
fraud_Dicki Ltd
grocery_net
80.07
Jodi
Rodriguez
F
5796 Lee Coves Apt. 286
Walnut Ridge
AR
72,476
36.0244
-90.9288
7,155
Engineer, control and instrumentation
3/23/77
599a1e547be84378ba4b56e922cb4dad
1,325,814,061
35.840459
-90.635397
0
null
null
7,793
1/6/19 1:41
4,502,540,000,000,000,000
fraud_Lesch Ltd
shopping_pos
1.01
Stephanie
Cummings
F
1025 Robin Square
Ash Flat
AR
72,513
36.2201
-91.6421
2,856
Hydrologist
8/27/26
6491e5b3f5ca4be0cd73bef0f0ea84e1
1,325,814,092
35.235785
-92.489721
0
null
null
7,794
1/6/19 1:41
4,681,700,000,000
fraud_Schamberger-O'Keefe
grocery_pos
52.26
Joseph
Gonzalez
M
319 Wendy Fort Suite 179
Murfreesboro
TN
37,132
35.8596
-86.421
158,701
Journalist, newspaper
3/6/78
ae8d78a151bce024c47502a08fd49759
1,325,814,105
35.718297
-85.603349
0
null
null
7,795
1/6/19 1:42
3,540,210,000,000,000
fraud_Torphy-Goyette
shopping_pos
142.65
Steven
Yoder
M
94975 David Mews Apt. 316
Summerfield
TX
79,085
34.7437
-102.5064
53
Fisheries officer
6/19/92
8047f838ca417fba140eea3c4a66024b
1,325,814,131
33.984657
-103.363987
0
null
null
7,796
1/6/19 1:43
503,848,000,000
fraud_Connelly, Reichert and Fritsch
gas_transport
73.47
Gregory
Wallace
M
27203 Darrell Landing
Saint James City
FL
33,956
26.529
-82.0916
3,776
Sport and exercise psychologist
9/12/76
01cc048a8c51e1e016b5f3cd595143a7
1,325,814,190
26.272867
-82.062205
0
null
null
7,797
1/6/19 1:43
3,523,840,000,000,000
fraud_Friesen-D'Amore
gas_transport
65.28
Grace
Williams
F
28812 Charles Mill Apt. 628
Plantersville
AL
36,758
32.6176
-86.9475
1,412
Drilling engineer
11/20/70
206f439ca01bd5f5a8d0d642cb2328f3
1,325,814,207
32.040527
-87.839621
0
null
null
7,798
1/6/19 1:44
3,564,840,000,000,000
fraud_Hamill-Daugherty
misc_net
5.86
Robert
Ashley
M
1250 Christopher Prairie Suite 016
Port Costa
CA
94,569
38.046
-122.1866
198
Armed forces training and education officer
3/31/59
b160e731cb596bfcbcb3b0974d402f09
1,325,814,284
38.344968
-122.851503
0
null
null
7,799
1/6/19 1:45
630,426,000,000
fraud_Heidenreich PLC
grocery_pos
141.87
Bryan
Miller
M
411 Laurie Fords
Cass
WV
24,927
38.388
-79.9906
365
Special effects artist
3/14/70
3b52a5c7adba0ea4ce03650a31f9bb7f
1,325,814,349
37.868853
-80.156283
0
null
null