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
1,293,000
2020-06-20 00:39:41
583,699,482,621
fraud_Brown-Greenholt
entertainment
102.57
Jennifer
Jones
F
5572 Kelly Plains Apt. 952
Waupaca
WI
54,981
44.3481
-89.1101
15,426
Engineer, civil (contracting)
1936-07-22
6ee1c12213a1e314c8c42ce1c0344a38
1,371,688,781
45.096633
-88.507801
0
1,293,001
2020-06-20 00:41:06
3,573,030,041,201,292
fraud_Bednar Group
misc_net
855.02
Joanne
Williams
F
3638 Marsh Union
Altonah
UT
84,002
40.3207
-110.436
302
Sales professional, IT
1990-01-17
a6ba96f9b27311d290a7ab3604c8cc08
1,371,688,866
39.965379
-110.708513
1
1,293,002
2020-06-20 00:41:11
378,278,619,832,195
fraud_Pfeffer and Sons
shopping_pos
4.04
Mary
Mcintyre
F
77921 Costa Villages
Eugene
OR
97,403
44.0385
-123.0614
191,096
Scientist, physiological
1964-04-06
5a72d2277f03e1ac6c063c708a5e70e6
1,371,688,871
43.755851
-122.273484
0
1,293,003
2020-06-20 00:41:22
3,540,210,836,308,425
fraud_Price Inc
shopping_net
89.5
Steven
Yoder
M
94975 David Mews Apt. 316
Summerfield
TX
79,085
34.7437
-102.5064
53
Fisheries officer
1992-06-19
780e30df72c29bee1c538246c70a649e
1,371,688,882
34.024181
-102.660684
0
1,293,004
2020-06-20 00:41:41
4,311,368,326,621,416,000
fraud_Huels-Hahn
gas_transport
59.79
Phillip
Delacruz
M
26678 Lisa Locks Apt. 904
Iliff
CO
80,736
40.7692
-103.0968
648
Community arts worker
1969-09-21
4352549ac1972abf9aa119f03b7980dc
1,371,688,901
40.507545
-103.719814
0
1,293,005
2020-06-20 00:41:43
4,986,925,034,905,735
fraud_Heidenreich PLC
grocery_pos
292.14
Erika
Gonzalez
F
907 Courtney Via Apt. 896
Irvine
KY
40,336
37.6858
-83.9862
13,061
Editor, magazine features
1959-06-18
eb70a8d47cc34456eb992334e34637ae
1,371,688,903
38.018017
-83.004703
1
1,293,006
2020-06-20 00:43:39
6,011,305,591,981,276
fraud_Strosin-Cruickshank
grocery_pos
80.73
Daniel
Jones
M
290 Kathryn Fall
Huntsville
AL
35,803
34.6205
-86.551
190,178
Engineer, automotive
1959-06-06
f7a00753f35d29a9d877d67e62dda402
1,371,689,019
33.724135
-87.163722
0
1,293,007
2020-06-20 00:44:47
4,826,655,832,045,236
fraud_Pacocha-Bauch
shopping_pos
5.01
Tami
Forbes
F
5204 Robinson Plaza Suite 897
Barnstable
MA
2,630
41.6983
-70.3001
1,850
Counselling psychologist
1963-12-29
381b1fb6250996cfb3df8c9d98914cf1
1,371,689,087
41.974057
-69.386162
0
1,293,008
2020-06-20 00:45:12
4,939,976,756,738,216
fraud_Kiehn-Emmerich
grocery_pos
206.88
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
009397057959af533edfa28d59774c6b
1,371,689,112
26.327424
-98.613789
0
1,293,009
2020-06-20 00:45:37
36,153,880,429,415
fraud_Schultz, Simonis and Little
grocery_pos
130.18
Erik
Stevens
M
84033 Pitts Overpass
Lakeland
FL
33,809
28.1762
-81.9591
237,282
Plant breeder/geneticist
1949-10-13
9137907bb1616c6033bfda8f4cadc3ea
1,371,689,137
27.574427
-81.962229
0
1,293,010
2020-06-20 00:45:42
4,063,094,974,360,571,400
fraud_Berge LLC
gas_transport
124.3
Patricia
Mendoza
F
1683 Davidson Freeway
Mendon
UT
84,325
41.71
-111.9817
2,078
Scientist, audiological
1963-06-13
9bf4bc468c2db7b969ba75f0a84bab61
1,371,689,142
41.228953
-112.659858
0
1,293,011
2020-06-20 00:46:02
3,593,118,134,380,341
fraud_Bashirian Group
shopping_net
7.41
Laura
Casey
F
6114 Moran Way
Steuben
ME
4,680
44.4971
-67.9503
1,131
Make
1959-05-10
fa2a29631ba483075867ac04e83208b1
1,371,689,162
44.627243
-67.823646
0
1,293,012
2020-06-20 00:46:51
3,568,255,211,412,877
fraud_Torp-Labadie
gas_transport
63.48
Timothy
Gomez
M
707 Anthony Causeway
Leo
IN
46,765
41.2249
-85.0301
5,341
Biomedical engineer
1994-11-24
cd4c56750fa5f960a98781e9eeae6738
1,371,689,211
41.10907
-84.036787
0
1,293,013
2020-06-20 00:47:19
2,248,348,993,063,230
fraud_Dickinson-Rempel
misc_pos
5.81
Jennifer
Scott
F
376 John Fork Suite 848
Randolph
OH
44,265
41.0109
-81.2977
51
Mechanical engineer
1960-08-05
382398c2f356ab260d9b709f4ce31b50
1,371,689,239
41.679516
-80.664142
0
1,293,014
2020-06-20 00:47:30
2,297,447,006,766,555
fraud_Rau and Sons
grocery_pos
99.07
Laura
Walker
F
611 Michael Rue
Cisco
IL
61,830
39.9972
-88.6962
478
Landscape architect
1960-01-13
db14d0cfc190fc385f4403272ee4b37f
1,371,689,250
39.032264
-87.972276
0
1,293,015
2020-06-20 00:47:38
3,560,725,013,359,375
fraud_Koepp-Witting
grocery_pos
352.67
Brooke
Smith
F
63542 Luna Brook Apt. 012
Notrees
TX
79,759
31.8599
-102.7413
23
Cytogeneticist
1969-09-15
981421e91de42d5f5eda011f4ea528c9
1,371,689,258
32.390532
-102.226364
1
1,293,016
2020-06-20 00:48:14
4,658,117,080,136
fraud_Dach-Nader
misc_net
207.03
Dwayne
Martinez
M
490 Baldwin Alley Apt. 468
Crownpoint
NM
87,313
35.7206
-108.0271
5,662
IT consultant
1989-04-08
434deb800db95c1e6a0c5b136813061e
1,371,689,294
36.605033
-108.70087
0
1,293,017
2020-06-20 00:48:17
4,302,475,216,404,898
fraud_Goodwin-Nitzsche
grocery_pos
101.99
Daniel
Cain
M
384 Newman Forks Apt. 370
Belmond
IA
50,421
42.8511
-93.62
3,032
Community pharmacist
1964-08-08
c1d2b5d85839ea6980304253e1670c49
1,371,689,297
43.195157
-93.683717
0
1,293,018
2020-06-20 00:48:19
2,512,312,531,485,080
fraud_Stroman, Hudson and Erdman
gas_transport
59.4
John
Mccormick
M
79414 Clark Lakes Suite 966
Warren
MI
48,088
42.5164
-82.9832
134,056
Producer, radio
1956-10-08
8db406271bb30efba6a592e3c75bfd8c
1,371,689,299
41.646743
-82.399165
0
1,293,019
2020-06-20 00:49:57
3,533,800,906,065,217
fraud_Kling Inc
gas_transport
46.39
Amber
Thornton
F
840 Werner Lock Apt. 852
Campbell
NE
68,932
40.2967
-98.737
493
Surveyor, minerals
1940-09-13
83a8d75d135c3b64de95609d015ab68d
1,371,689,397
39.530114
-99.660683
0
1,293,020
2020-06-20 00:53:07
3,573,030,041,201,292
fraud_Terry, Johns and Bins
misc_pos
971.57
Joanne
Williams
F
3638 Marsh Union
Altonah
UT
84,002
40.3207
-110.436
302
Sales professional, IT
1990-01-17
f5001cff9193802f5e3a6112c9ae9196
1,371,689,587
39.721265
-109.65427
1
1,293,021
2020-06-20 00:54:37
4,658,117,080,136
fraud_Stracke-Lemke
grocery_pos
54.3
Dwayne
Martinez
M
490 Baldwin Alley Apt. 468
Crownpoint
NM
87,313
35.7206
-108.0271
5,662
IT consultant
1989-04-08
09312c890fd0048c48cca67eb08d8e36
1,371,689,677
34.72154
-108.381914
0
1,293,022
2020-06-20 00:55:11
2,703,186,189,652,095
fraud_Ortiz Group
grocery_net
36.31
Jennifer
Banks
F
561 Perry Cove
Moravian Falls
NC
28,654
36.0788
-81.1781
3,495
Psychologist, counselling
1988-03-09
bce8d1e98d5d4a5145b9a24fb2de6b0e
1,371,689,711
36.56584
-80.576329
0
1,293,023
2020-06-20 00:55:32
4,306,630,852,918
fraud_Effertz LLC
entertainment
3.2
Maureen
Garza
F
169 Edward Inlet
Saint Louis
MO
63,131
38.6171
-90.4504
927,396
Occupational hygienist
1960-03-12
47ceebaac0ac6df4300e96fc645f6d92
1,371,689,732
38.94849
-89.816764
0
1,293,024
2020-06-20 00:57:57
4,147,608,975,828,480
fraud_Huels-Nolan
gas_transport
60.94
Edward
Tapia
M
354 Gutierrez Gateway
Comfrey
MN
56,019
44.1111
-94.9134
914
Health and safety adviser
1944-07-26
6a2f62a61d5f6310104b9ac3e0512b8d
1,371,689,877
44.334205
-95.611953
0
1,293,025
2020-06-20 00:58:02
180,042,946,491,150
fraud_Casper, Hand and Zulauf
grocery_pos
123.73
Charles
Robles
M
3337 Lisa Divide
Saint Petersburg
FL
33,710
27.7898
-82.7243
341,043
Engineer, land
1989-02-28
9c9c717d8025ccca80f06960352f0454
1,371,689,882
27.396887
-82.505496
0
1,293,026
2020-06-20 00:59:14
3,560,318,482,131,952
fraud_Kuhic, Bins and Pfeffer
shopping_net
3.46
William
Skinner
M
524 Wu Spurs Suite 894
Mount Hope
AL
35,651
34.4793
-87.4769
1,312
Librarian, academic
1955-02-01
62b51ca34555ef489d17e64d826791be
1,371,689,954
34.719867
-86.47764
0
1,293,027
2020-06-20 00:59:36
4,254,074,738,931,278
fraud_Streich, Hansen and Veum
gas_transport
46.76
Gary
Hall
M
69085 Short Shores
Allentown
NY
14,707
42.0737
-78.0594
239
Radio producer
1956-05-02
400dcb952f12fef37f9560663f97c441
1,371,689,976
41.359608
-78.042731
0
1,293,028
2020-06-20 01:00:23
3,583,793,405,872,580
fraud_Ruecker Group
misc_net
319.57
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
1970-09-27
517f47c1f13e16ac9dd8cbd17950b040
1,371,690,023
34.389342
-98.409268
0
1,293,029
2020-06-20 01:00:42
4,378,993,458,389,626
fraud_Emard Inc
gas_transport
83.98
Travis
Hayes
M
1561 Chase Grove
Conway
NH
3,818
43.9742
-71.1503
3,807
Surgeon
1999-10-25
b3609cd8e8bdb36db45f9113d3fb8072
1,371,690,042
43.447772
-70.997674
0
1,293,030
2020-06-20 01:00:54
4,640,395,708,703
fraud_Huels-Nolan
gas_transport
61.72
Melissa
Krause
F
67632 Martin Gateway
Fordoche
LA
70,732
30.6576
-91.6264
1,178
Community education officer
1951-06-13
aa07f77b526dc78955f6426e08aec6cc
1,371,690,054
30.503222
-92.055689
0
1,293,031
2020-06-20 01:01:00
348,379,466,427,142
fraud_Casper, Hand and Zulauf
grocery_pos
108.73
Michael
Rowe
M
7428 Martinez Flats
Melbourne
FL
32,935
28.1384
-80.6524
139,650
Database administrator
1957-01-23
40e9bb8a3084fc72db512cdec5144b05
1,371,690,060
27.86724
-80.640857
0
1,293,032
2020-06-20 01:01:04
30,074,693,890,476
fraud_Balistreri-Nader
misc_pos
80.94
Kelsey
Richards
F
889 Sarah Station Suite 624
Holcomb
KS
67,851
37.9931
-100.9893
2,691
Arboriculturist
1993-08-16
bcfe304e78be8ddca3d08d7f53a55b50
1,371,690,064
37.641808
-100.536057
0
1,293,033
2020-06-20 01:01:15
4,839,615,922,685,395
fraud_Goldner, Kovacek and Abbott
grocery_pos
168.57
Phillip
Robertson
M
85344 Smith Gateway Apt. 280
Harrodsburg
IN
47,434
39.013
-86.5457
76
Social researcher
1955-05-06
68533a7035bf2062e12bfdb2ce9834c3
1,371,690,075
39.27907
-85.682173
0
1,293,034
2020-06-20 01:01:24
676,195,318,214
fraud_Padberg-Welch
grocery_pos
132.34
Brandy
Quinn
F
9734 Beard Fields Suite 885
Altair
TX
77,412
29.6047
-96.5249
106
Editor, film/video
1983-07-24
aed435267b91669b60f96ecb0dbbe94f
1,371,690,084
30.391486
-95.929348
0
1,293,035
2020-06-20 01:02:58
4,990,494,243,023
fraud_Mosciski, Ziemann and Farrell
shopping_net
2.82
Martin
Ford
M
56812 Francis Courts
Corriganville
MD
21,524
39.6967
-78.8031
626
Energy engineer
1960-12-13
05c6e3cdc1e918a38a3a5b285fc6cacc
1,371,690,178
39.624275
-79.032524
0
1,293,036
2020-06-20 01:04:14
30,248,898,834,493
fraud_Stracke-Lemke
grocery_pos
185.26
Michael
Rodriguez
M
172 Paula Inlet Apt. 650
Cross Plains
TX
76,443
32.1482
-99.1872
1,897
Chief Operating Officer
1953-04-19
07da61fe0fabf34e3c4ee364bfb7aa86
1,371,690,254
31.321091
-98.907653
0
1,293,037
2020-06-20 01:04:47
2,222,001,896,600,109
fraud_Miller-Hauck
grocery_pos
85.41
Susan
Hernandez
F
2193 Osborne Run Apt. 789
Moro
IL
62,067
38.9318
-89.9618
2,401
Buyer, industrial
1972-01-03
c4eae37b80f75755594ef240d9a1b5ec
1,371,690,287
38.617665
-89.596019
0
1,293,038
2020-06-20 01:06:01
180,068,353,086,472
fraud_Trantow PLC
grocery_net
71.38
Melissa
Flores
F
7529 Carter Well Suite 262
Huntington Beach
CA
92,648
33.6773
-118.0051
190,249
Therapist, horticultural
1976-09-17
fabdfad49974ba4374e33f92da16ec16
1,371,690,361
33.964897
-117.61495
0
1,293,039
2020-06-20 01:06:33
2,297,447,006,766,555
fraud_Baumbach, Feeney and Morar
shopping_net
27.2
Laura
Walker
F
611 Michael Rue
Cisco
IL
61,830
39.9972
-88.6962
478
Landscape architect
1960-01-13
530e0f242bdebe664faf8c4744934f1e
1,371,690,393
39.156083
-89.277994
0
1,293,040
2020-06-20 01:07:59
630,451,534,402
fraud_Rowe-Vandervort
grocery_net
25.5
Rachel
Daniels
F
561 Little Plain Apt. 738
Wetmore
MI
49,895
46.3535
-86.6345
765
Immunologist
1972-06-12
c5be6e404e255e13f0cababf29c29ae5
1,371,690,479
46.436771
-86.062703
0
1,293,041
2020-06-20 01:08:08
4,725,673,654,161,314
fraud_Prohaska-Murray
gas_transport
66.17
Alex
White
M
874 Fred Knolls Apt. 609
Orient
NY
11,957
41.1437
-72.2879
743
Video editor
1968-09-19
63ef3dd71bbdf587eeccbfaa5745f652
1,371,690,488
40.48432
-73.05711
0
1,293,042
2020-06-20 01:08:40
371,034,293,500,716
fraud_Reichert, Rowe and Mraz
shopping_net
46.6
Jeremy
Jones
M
5758 Yates Center
Vinton
CA
96,135
40.0235
-120.7986
128
Education administrator
1966-02-21
b5ed4623f1ea1d8a0c4b26fc60029395
1,371,690,520
40.820404
-121.12267
0
1,293,043
2020-06-20 01:08:53
4,208,110,975,550,360,000
fraud_Bins, Balistreri and Beatty
shopping_pos
139.79
David
Bonilla
M
82073 Jessica Camp
West Green
GA
31,567
31.6143
-82.7243
782
Audiological scientist
1982-01-16
a7f810a43bd059dac944f2d5efaf299b
1,371,690,533
32.412664
-82.688394
0
1,293,044
2020-06-20 01:12:17
3,533,800,906,065,217
fraud_Lebsack and Sons
misc_net
4.52
Amber
Thornton
F
840 Werner Lock Apt. 852
Campbell
NE
68,932
40.2967
-98.737
493
Surveyor, minerals
1940-09-13
a32d2646f0f51e629daab269043c3feb
1,371,690,737
39.474675
-98.815127
0
1,293,045
2020-06-20 01:12:17
4,879,265,611,163,287
fraud_Kohler, Lindgren and Koelpin
grocery_net
46.76
Collin
Brown
M
995 Benjamin Bypass
Du Pont
GA
31,630
31
-82.8555
419
Advertising account executive
1990-10-28
047f71fdb3950564bebe4ab4e784967a
1,371,690,737
30.907212
-82.885014
0
1,293,046
2020-06-20 01:12:37
213,186,880,359,195
fraud_Gislason Group
misc_pos
33.05
Craig
Franco
M
9242 Vanessa Ramp Apt. 525
Smithfield
IL
61,477
40.4855
-90.2856
631
Futures trader
1973-02-14
d558325c62dee461d3684da3cf133e37
1,371,690,757
39.535428
-89.386247
0
1,293,047
2020-06-20 01:13:42
4,089,096,483,689,733,600
fraud_Kilback LLC
grocery_pos
206.11
Debra
Stark
F
686 Linda Rest
Kilgore
TX
75,662
32.3836
-94.8653
24,536
Multimedia programmer
1983-10-14
2693dc226edfc08804dd20ab2887a00a
1,371,690,822
31.924666
-94.07624
0
1,293,048
2020-06-20 01:13:42
5,501,083,170,975,659
fraud_Lockman, West and Runte
grocery_pos
116.26
Wayne
Payne
M
587 Bradley Inlet Suite 281
Cuyahoga Falls
OH
44,223
41.1464
-81.5107
47,772
Equities trader
1966-01-04
a4c514ad33b26808fab089ddf27364ff
1,371,690,822
41.7972
-81.715525
0
1,293,049
2020-06-20 01:13:50
4,933,461,930,348,832
fraud_Christiansen, Goyette and Schamberger
gas_transport
68.3
Richard
Carter
M
5097 Martin Ridges
Minneapolis
MN
55,403
44.9673
-93.2828
1,022,298
Chemical engineer
1976-09-29
3518390a52f03dbcb7295e01117bdc2d
1,371,690,830
44.140191
-93.631915
0
1,293,050
2020-06-20 01:14:34
4,538,566,639,857
fraud_Wiza, Schaden and Stark
misc_pos
4.93
Jerry
Kelly
M
3539 Mckenzie Stream
Fairview
NJ
7,022
40.817
-74
13,835
Programmer, multimedia
1967-05-28
ffa2db5451394698c77aa805c78fd8f4
1,371,690,874
40.963191
-74.219766
0
1,293,051
2020-06-20 01:15:02
4,725,673,654,161,314
fraud_Kunde-Sanford
misc_net
7.03
Alex
White
M
874 Fred Knolls Apt. 609
Orient
NY
11,957
41.1437
-72.2879
743
Video editor
1968-09-19
b93eb301370602d1cf188ca3b3f725f9
1,371,690,902
40.430196
-72.429985
0
1,293,052
2020-06-20 01:16:13
3,553,629,419,254,918
fraud_Goldner, Kovacek and Abbott
grocery_pos
105.81
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
1984-09-01
9bce8ce46ad97279b4dd5cc02bcd18b9
1,371,690,973
47.737115
-121.639729
0
1,293,053
2020-06-20 01:16:33
4,755,696,071,492
fraud_Ledner-Pfannerstill
gas_transport
76.8
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
de0fca36650e62c449c68fab8ceae3f4
1,371,690,993
33.863754
-97.106641
0
1,293,054
2020-06-20 01:16:39
3,564,839,259,330,465
fraud_Raynor, Reinger and Hagenes
gas_transport
59.2
Robert
Ashley
M
1250 Christopher Prairie Suite 016
Port Costa
CA
94,569
38.046
-122.1866
198
Armed forces training and education officer
1959-03-31
0fb6182bc24bd63a2863431e8cc8072a
1,371,690,999
39.022524
-122.123723
0
1,293,055
2020-06-20 01:17:43
4,342,532,437,704,183
fraud_Smitham-Boehm
grocery_net
44.76
Kevin
Elliott
M
1852 Vincent Isle Suite 328
Newark Valley
NY
13,811
42.2281
-76.1625
4,354
Further education lecturer
1994-02-16
d5648fe3de2116fd781cdc10d1842313
1,371,691,063
41.442549
-75.822399
0
1,293,056
2020-06-20 01:18:50
4,149,635,823,017
fraud_Adams, Kovacek and Kuhlman
grocery_net
62.57
Samuel
Farrell
M
428 Michael Tunnel Apt. 377
Cleveland
AL
35,049
33.9778
-86.5598
3,996
Aid worker
1977-06-14
af193ae52bed7e9917d5cc34b9223b89
1,371,691,130
33.858477
-86.54471
0
1,293,057
2020-06-20 01:20:43
4,220,345,354,880
fraud_Ferry, Lynch and Kautzer
misc_net
1.13
Patrick
Torres
M
27386 Snyder Station
Oxford
MI
48,371
42.8223
-83.2829
24,840
Agricultural consultant
1960-01-20
83ed1cbd5d7eb09719366eb25703b3ee
1,371,691,243
43.299378
-82.471994
0
1,293,058
2020-06-20 01:21:08
348,379,466,427,142
fraud_Hintz-Bruen
grocery_net
83.38
Michael
Rowe
M
7428 Martinez Flats
Melbourne
FL
32,935
28.1384
-80.6524
139,650
Database administrator
1957-01-23
472c97616b70adb881f0cf69f0666598
1,371,691,268
28.146228
-80.85111
0
1,293,059
2020-06-20 01:21:09
341,546,199,006,537
fraud_Kling-Grant
grocery_net
50.97
Mark
Brown
M
8580 Moore Cove
Wales
AK
99,783
64.7556
-165.6723
145
Administrator, education
1939-11-09
daef461e980a603f772b44941615f5d8
1,371,691,269
64.756812
-166.468253
0
1,293,060
2020-06-20 01:21:46
5,456,712,664,803,820
fraud_Pouros-Haag
shopping_pos
25.03
Pamela
Matthews
F
36659 Smith Club Apt. 080
Llano
NM
87,543
36.1486
-105.6648
247
Architectural technologist
1961-10-24
c4d2fb0cdb5a0a038d73345f8c30d3f6
1,371,691,306
35.228588
-105.872864
0
1,293,061
2020-06-20 01:21:52
6,592,074,504,369,261
fraud_Kunze Inc
grocery_pos
199.86
Amanda
Molina
F
8425 Daniel Knolls Suite 288
Philadelphia
PA
19,154
40.0897
-74.9781
1,526,206
Commercial horticulturist
1972-05-23
4ac780133ac403b44ed7f3b49bd038df
1,371,691,312
40.58115
-75.333896
0
1,293,062
2020-06-20 01:22:12
30,153,452,207,526
fraud_Mayert Group
shopping_pos
43.56
Robin
Smith
F
0537 Margaret Common Suite 526
Coleman
TX
76,834
31.8287
-99.427
5,908
Radio producer
1962-04-05
8887350d3332d4f29096d8cde9c4a4ad
1,371,691,332
32.064038
-98.782126
0
1,293,063
2020-06-20 01:22:59
4,710,826,438,164,848,000
fraud_Kilback LLC
grocery_pos
144.53
Juan
Henry
M
9795 Lori Island Suite 346
Turner
MT
59,542
48.8328
-108.3961
192
Further education lecturer
1964-01-04
6936683030bb7192e68430d97026033f
1,371,691,379
48.4944
-107.717447
0
1,293,064
2020-06-20 01:23:42
38,947,654,498,698
fraud_Harris Inc
gas_transport
68.57
Lori
Rodriguez
F
12087 Michael Light
Creola
OH
45,622
39.3543
-82.503
321
Copywriter, advertising
1979-06-24
4ccda0aa9bf845e6a28a2adaa3b2d700
1,371,691,422
38.485634
-81.853751
0
1,293,065
2020-06-20 01:23:42
4,377,338,765,909,719
fraud_Morar Inc
grocery_net
33.04
Nicholas
Mcmahon
M
2123 Jonathan Falls Suite 753
Heiskell
TN
37,754
36.115
-84.0438
4,729
Geologist, wellsite
1982-04-19
2101faeb8d67ef8ec4904997c825b3fa
1,371,691,422
36.259037
-83.06618
0
1,293,066
2020-06-20 01:24:05
4,342,532,437,704,183
fraud_Parisian and Sons
gas_transport
58.87
Kevin
Elliott
M
1852 Vincent Isle Suite 328
Newark Valley
NY
13,811
42.2281
-76.1625
4,354
Further education lecturer
1994-02-16
81f324c53198044261f748892a4050f3
1,371,691,445
42.568328
-76.370987
0
1,293,067
2020-06-20 01:24:59
4,822,367,783,500,458
fraud_Corwin-Collins
gas_transport
81.58
Christopher
Farrell
M
97070 Anderson Land
Haines City
FL
33,844
28.0758
-81.5929
33,804
Exercise physiologist
1991-01-01
5891470527e252384ba588b99751c26a
1,371,691,499
27.102864
-82.392494
0
1,293,068
2020-06-20 01:26:26
3,524,574,586,339,330
fraud_Erdman-Kertzmann
gas_transport
70.38
Ashley
Cabrera
F
94225 Smith Springs Apt. 617
Vero Beach
FL
32,960
27.633
-80.4031
105,638
Librarian, public
1986-05-07
4f63074d7ea2f4c17691a7af784509b3
1,371,691,586
27.057015
-80.101093
0
1,293,069
2020-06-20 01:27:26
30,596,478,689,301
fraud_Vandervort-Funk
grocery_pos
23.18
Daniel
Graham
M
28223 Ward Summit Apt. 664
Arvada
CO
80,005
39.8422
-105.1097
122,111
Hotel manager
1987-05-23
853171881b639a7117374376329b121e
1,371,691,646
40.568381
-104.191932
0
1,293,070
2020-06-20 01:28:33
3,540,210,836,308,425
fraud_Block Group
misc_pos
36.58
Steven
Yoder
M
94975 David Mews Apt. 316
Summerfield
TX
79,085
34.7437
-102.5064
53
Fisheries officer
1992-06-19
4374bd21b3e8a7d28ee25388658a666c
1,371,691,713
33.821645
-103.301822
0
1,293,071
2020-06-20 01:29:41
4,169,388,510,116
fraud_Deckow-O'Conner
grocery_pos
115.91
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
1962-09-27
8d655749e8e3c689fb4a3e7af0e5ce23
1,371,691,781
43.204212
-76.52855
0
1,293,072
2020-06-20 01:29:42
4,220,495,028,289,516,500
fraud_Kovacek, Dibbert and Ondricka
grocery_pos
72.28
Bethany
Andrade
F
7898 Wanda Springs
Corona
CA
92,882
33.8419
-117.6043
233,717
Wellsite geologist
1966-05-22
0925938622c45e4366c48821f37bbee1
1,371,691,782
34.764143
-118.076184
0
1,293,073
2020-06-20 01:29:44
571,365,235,126
fraud_Ledner-Pfannerstill
gas_transport
73.68
Barbara
Taylor
F
0069 Robin Brooks Apt. 695
Elberta
MI
49,628
44.5995
-86.2141
372
Exhibitions officer, museum/gallery
1995-07-12
6c3fd7322a7aaecf6654f9f47a33213b
1,371,691,784
44.315578
-86.872947
0
1,293,074
2020-06-20 01:31:32
6,011,104,316,292,105
fraud_Friesen-Stamm
gas_transport
46.5
Valerie
Davis
F
3861 Anderson Ramp Apt. 536
Drakes Branch
VA
23,937
36.9688
-78.5615
1,970
Energy engineer
1985-09-02
2e1cc4df6241e3ad38aef89054743a04
1,371,691,892
36.263392
-78.733298
0
1,293,075
2020-06-20 01:32:59
4,561,546,772,499
fraud_Lockman Ltd
grocery_pos
75.24
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
69ddee2eeb5e0f08ac81ac0d4d38c05c
1,371,691,979
34.377347
-105.885854
0
1,293,076
2020-06-20 01:33:53
6,011,542,681,743,618
fraud_Kerluke, Considine and Macejkovic
misc_net
4.39
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
fdb95ab0796caea1256e3284585590a8
1,371,692,033
38.899473
-78.705232
0
1,293,077
2020-06-20 01:34:27
3,530,503,964,418,806
fraud_Stracke-Lemke
grocery_pos
138.48
David
Nichols
M
0638 Fred Ramp Suite 086
Palmdale
CA
93,552
34.5715
-118.0231
171,170
Chemical engineer
1963-06-04
8d2e5cd97abb0ef3c1a9bde471401a1c
1,371,692,067
34.857686
-117.408629
0
1,293,078
2020-06-20 01:37:05
676,369,110,710
fraud_Zieme, Bode and Dooley
gas_transport
73.51
David
Wolfe
M
81261 Garcia Underpass Suite 741
Southfield
MI
48,034
42.4969
-83.2911
75,830
Engineer, automotive
1974-12-28
e95e130a1a461fe35b72fdc0b6ba14d3
1,371,692,225
43.186042
-83.030906
0
1,293,079
2020-06-20 01:37:59
4,428,154,703,770,710
fraud_Kilback LLC
grocery_pos
158.44
Brittany
Guerra
F
79209 Gary Dale
Colton
WA
99,113
46.5901
-117.1692
761
Chief Marketing Officer
1943-06-30
b5a48e559f1ad107667319584ba645a0
1,371,692,279
47.095798
-117.700486
0
1,293,080
2020-06-20 01:38:04
6,011,948,324,228,984
fraud_Reichert, Shanahan and Hayes
shopping_net
100.86
Mckenzie
Brooks
F
3872 Matthew Skyway
Paris
MS
38,949
34.1992
-89.382
297
Administrator, local government
1961-12-14
59a96667207519d6508e38c956bd5295
1,371,692,284
35.014606
-88.719799
0
1,293,081
2020-06-20 01:38:16
3,582,754,887,089,201
fraud_Hudson-Grady
shopping_pos
7.04
Terrance
Mckinney
M
42965 Christopher Fords Suite 659
Norman
AR
71,960
34.4596
-93.6743
1,383
Magazine features editor
1966-08-08
531623c79e187caba537f830ceb9e955
1,371,692,296
34.066784
-94.397826
0
1,293,082
2020-06-20 01:38:50
2,450,829,271,795,901
fraud_Mraz-Herzog
gas_transport
60.67
Timothy
Kirby
M
7309 Sophia Causeway Suite 702
Sauk Rapids
MN
56,379
45.604
-94.1591
16,163
Hydrographic surveyor
1987-02-22
c7a4abba0d8a090325b6c94bcae3e822
1,371,692,330
46.388385
-93.26425
0
1,293,083
2020-06-20 01:39:27
377,550,167,323,848
fraud_Bradtke PLC
grocery_pos
110.23
Kevin
Walters
M
87227 Tapia Burgs
Auburn
ME
4,210
44.0948
-70.239
23,045
Tourist information centre manager
1958-09-02
b047ef8a6e303c62983ad2e97c5d3c11
1,371,692,367
44.980633
-70.517354
0
1,293,084
2020-06-20 01:42:18
4,922,710,831,011,201
fraud_Rippin, Kub and Mann
misc_net
4.49
Heather
Chase
F
6888 Hicks Stream Suite 954
Manor
PA
15,665
40.3359
-79.6607
1,472
Public affairs consultant
1941-03-07
db5db99459568f019a0e2abe68393cb7
1,371,692,538
39.593224
-80.232703
0
1,293,085
2020-06-20 01:43:16
630,423,337,322
fraud_Rutherford-Mertz
grocery_pos
82.47
Stephanie
Gill
F
43039 Riley Greens Suite 393
Orient
WA
99,160
48.8878
-118.2105
149
Special educational needs teacher
1978-06-21
d5f9373e2e841421d272f4e33341fe91
1,371,692,596
49.049446
-117.448275
0
1,293,086
2020-06-20 01:43:27
4,358,137,750,029,945,000
fraud_Berge LLC
gas_transport
40.62
Dawn
Stephens
F
91542 Marissa Shores Apt. 053
Oran
IA
50,664
42.7012
-92.0762
53
Sports administrator
1972-10-05
dfafd9dc569d24ab8675ef75427f8b61
1,371,692,607
43.61785
-91.752589
0
1,293,087
2020-06-20 01:44:10
30,235,438,713,303
fraud_Stracke-Lemke
grocery_pos
38.79
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
60541384cdc129f51e327abced7bcb20
1,371,692,650
39.501039
-82.6534
0
1,293,088
2020-06-20 01:44:17
4,917,187,576,956,394
fraud_Ruecker, Beer and Collier
shopping_net
53.31
Joel
Rivera
M
121 Solis Summit Apt. 934
Tryon
OK
74,875
35.8759
-96.9623
1,165
Psychotherapist, child
1944-11-11
0991991c89081fe319445e9b776e65e8
1,371,692,657
35.483338
-96.662982
0
1,293,089
2020-06-20 01:44:25
30,143,535,920,989
fraud_VonRueden Group
grocery_net
109.19
Lisa
Collins
F
44197 Jeffrey Port Suite 050
Bridgeport
NJ
8,014
39.8016
-75.3478
504
Engineer, control and instrumentation
1980-08-17
e41ceee2b2eeac8fb3dd0b9ad070e006
1,371,692,665
39.827921
-75.424714
0
1,293,090
2020-06-20 01:44:36
6,540,981,358,631,302
fraud_Heller-Abshire
grocery_net
128.91
Bryan
Torres
M
152 James Centers Apt. 768
Detroit
MI
48,221
42.426
-83.15
673,342
Retail manager
1967-06-19
b630bc24b50792f4a3d9cb3e2e3d8711
1,371,692,676
43.35201
-83.985829
0
1,293,091
2020-06-20 01:45:09
4,586,810,168,620,942
fraud_Shields Inc
grocery_net
58.91
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
955bdf83beab7318bdf1f24b9ce59a31
1,371,692,709
32.352318
-80.345472
0
1,293,092
2020-06-20 01:45:13
581,686,439,828
fraud_Auer-Mosciski
grocery_pos
41.29
Larry
House
M
911 Sabrina Trafficway
Cochranton
PA
16,314
41.5205
-80.0573
5,507
Retail merchandiser
1973-07-28
1b6c5e5c9e78ecc490f2e4dfb3a5d0ea
1,371,692,713
41.30649
-80.283515
0
1,293,093
2020-06-20 01:45:41
180,031,190,491,743
fraud_Schumm, Bauch and Ondricka
grocery_pos
202.54
Becky
Mckinney
F
250 Benjamin Hill Apt. 026
Mobile
AL
36,617
30.7145
-88.0918
270,712
Surveyor, land/geomatics
1972-01-05
9333d29fdf50345968f572d30309a4a5
1,371,692,741
31.020729
-87.600478
0
1,293,094
2020-06-20 01:45:51
560,881,134,780
fraud_Christiansen, Goyette and Schamberger
gas_transport
79.04
Audrey
Martinez
F
343 Joshua Views
Liberty Mills
IN
46,946
41.0356
-85.7358
136
Soil scientist
1953-03-19
c808cfcf37a0c6e76e0aba8227403884
1,371,692,751
40.847121
-85.646221
0
1,293,095
2020-06-20 01:47:39
3,536,818,734,263,520
fraud_Huel, Hammes and Witting
grocery_pos
55.18
Gerald
Frank
M
95793 Andrea Ville Suite 533
Des Moines
IA
50,314
41.603
-93.633
222,785
Interior and spatial designer
1981-08-10
20bf71330252f446200b860430d79e4b
1,371,692,859
41.422212
-93.760474
0
1,293,096
2020-06-20 01:47:59
4,585,132,874,641
fraud_Cummings LLC
gas_transport
80.74
Karen
Gordon
F
543 Ware Path Apt. 593
Utica
MO
64,686
39.7417
-93.6289
271
Land/geomatics surveyor
1972-04-18
db995cf2608d01d3cb82960ad51241e9
1,371,692,879
40.064179
-94.101898
0
1,293,097
2020-06-20 01:48:45
4,986,925,034,905,735
fraud_Cummings LLC
gas_transport
10.7
Erika
Gonzalez
F
907 Courtney Via Apt. 896
Irvine
KY
40,336
37.6858
-83.9862
13,061
Editor, magazine features
1959-06-18
573b16445a8b648c0b103dc24ca75d3a
1,371,692,925
38.149985
-83.093007
1
1,293,098
2020-06-20 01:48:50
6,011,860,238,257,910
fraud_Bernier, Volkman and Hoeger
misc_net
237.25
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
b74aed6dfa203b19d313fa9d3945b5dd
1,371,692,930
36.72376
-99.004815
0
1,293,099
2020-06-20 01:50:29
30,551,643,947,183
fraud_Goodwin-Nitzsche
grocery_pos
224.97
Morgan
Smith
F
1441 Bradley Place
Grover
NC
28,073
35.1836
-81.4552
5,621
Toxicologist
1973-11-14
640597e67b8a9908a03d9fe20aa9693a
1,371,693,029
34.453531
-80.640556
0