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
1,291,000
2020-06-19 05:57:19
340,951,438,290,556
fraud_Morissette, Weber and Wiegand
grocery_net
79.97
Maria
Garcia
F
865 Thomas Village
Orangeburg
NY
10,962
41.0442
-73.9609
5,950
Records manager
1971-07-02
b1ce0eb8f8724fab124f2631d4900856
1,371,621,439
40.425223
-74.096943
0
1,291,001
2020-06-19 05:58:32
348,379,466,427,142
fraud_Parisian and Sons
gas_transport
71.59
Michael
Rowe
M
7428 Martinez Flats
Melbourne
FL
32,935
28.1384
-80.6524
139,650
Database administrator
1957-01-23
c77488b66f35779133dccdbe824a558d
1,371,621,512
27.295294
-80.457492
0
1,291,002
2020-06-19 06:00:07
4,393,520,897,625
fraud_Torp-Lemke
misc_pos
33.91
Charles
Rodriguez
M
240 Tracy Forges
Easton
KS
66,020
39.3391
-95.0999
1,442
Air broker
1982-05-20
0515d19b5a51582cfae4bd54c75e4f14
1,371,621,607
38.899829
-94.727805
0
1,291,003
2020-06-19 06:00:46
3,519,607,465,576,254
fraud_Greenholt, O'Hara and Balistreri
shopping_net
7.81
Audrey
Gonzalez
F
34180 Lopez Plaza
Fields Landing
CA
95,537
40.7268
-124.2174
276
Scientist, audiological
1929-05-06
0ff7d961ca8df39817708325c2c2fd26
1,371,621,646
40.856829
-124.893772
0
1,291,004
2020-06-19 06:01:06
5,580,563,567,307,107
fraud_Fisher Inc
shopping_net
105.36
Stanley
Dickson
M
078 Alex Fields
Smock
PA
15,480
39.9961
-79.7678
1,946
Charity fundraiser
1990-06-21
a2388b20fa107087a9aac8b505280413
1,371,621,666
40.201074
-79.498358
0
1,291,005
2020-06-19 06:01:30
4,988,304,376,504
fraud_Brown PLC
misc_net
2.41
William
Thompson
M
977 Rita Grove Apt. 000
Rock Tavern
NY
12,575
41.4575
-74.1659
2,258
Building surveyor
1937-03-17
be2e9ebe3c0a0f0577383c8f1cb600c9
1,371,621,690
41.719849
-73.463824
0
1,291,006
2020-06-19 06:01:32
675,909,898,057
fraud_Heller, Gutmann and Zieme
grocery_pos
97.11
Christopher
Henry
M
1198 Robert Stravenue Apt. 479
Armonk
NY
10,504
41.136
-73.7009
7,987
Television/film/video producer
1964-03-16
eefc070a3faeccea82042bfb26d888f8
1,371,621,692
42.032986
-72.782112
0
1,291,007
2020-06-19 06:01:45
344,342,339,068,828
fraud_Kling-Ernser
entertainment
5.67
Ruth
Fuller
F
37732 Joe Courts Apt. 752
Darien
GA
31,305
31.3826
-81.4312
5,989
Tax adviser
1967-05-05
1e8eb116e3344aa62c3c1516d228a0c9
1,371,621,705
32.127385
-81.656576
0
1,291,008
2020-06-19 06:04:14
2,512,312,531,485,080
fraud_Nitzsche, Kessler and Wolff
shopping_pos
3.56
John
Mccormick
M
79414 Clark Lakes Suite 966
Warren
MI
48,088
42.5164
-82.9832
134,056
Producer, radio
1956-10-08
7dade5a53316245a589a4e11d00a9098
1,371,621,854
41.536034
-82.251389
0
1,291,009
2020-06-19 06:05:36
377,234,009,633,447
fraud_Koss and Sons
gas_transport
52.79
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
cccc0e4ad9eb4274333c56d8a839dbd6
1,371,621,936
40.126169
-77.517345
0
1,291,010
2020-06-19 06:05:45
4,826,655,832,045,236
fraud_Heller-Langosh
gas_transport
62.7
Tami
Forbes
F
5204 Robinson Plaza Suite 897
Barnstable
MA
2,630
41.6983
-70.3001
1,850
Counselling psychologist
1963-12-29
64e29c500ebad374619f551db44ecee6
1,371,621,945
40.951474
-70.785985
0
1,291,011
2020-06-19 06:06:36
213,113,028,819,344
fraud_Streich, Dietrich and Barton
shopping_net
9.05
Melanie
Jimenez
F
77944 Daniels Valley Suite 921
Camden
NY
13,316
43.3392
-75.7543
6,460
Building control surveyor
1959-09-27
682ad513164f78396faef170d9e23238
1,371,621,996
42.55649
-75.62366
0
1,291,012
2020-06-19 06:08:15
6,517,217,825,320,610
fraud_Price Inc
shopping_net
3.09
James
Reese
M
26975 Richardson Mills Apt. 402
Sontag
MS
39,665
31.6453
-90.1801
1,196
Librarian, academic
1958-06-11
3d24b3d3509ec7581c372489a801bcfc
1,371,622,095
32.311524
-90.057435
0
1,291,013
2020-06-19 06:09:17
4,390,966,588,600,993,000
fraud_Towne LLC
misc_pos
2.04
Kyle
Simmons
M
8149 Harris Divide
Oklahoma City
OK
73,134
35.6174
-97.5583
640,470
Advertising copywriter
1966-06-24
9006107c25ca1ac9debd164bc369a938
1,371,622,157
35.319349
-97.768635
0
1,291,014
2020-06-19 06:11:00
4,355,790,796,238,265,000
fraud_Prohaska-Murray
gas_transport
38.61
Tanner
Davis
M
2632 Stevens Light Apt. 213
Payson
IL
62,360
39.8153
-91.2627
1,656
Exhibition designer
1969-08-04
ca09a3215c9bd0ece153be814b87a1b7
1,371,622,260
40.640203
-91.330997
0
1,291,015
2020-06-19 06:11:19
6,506,116,513,503,136
fraud_Jaskolski-Vandervort
misc_net
4.62
Kimberly
Rice
F
63991 Destiny Rue Apt. 651
Tyler
TX
75,703
32.2768
-95.3031
144,160
Sports development officer
1984-05-04
cbedf1053a70ea6463ccc2425a68eb85
1,371,622,279
31.784071
-95.18181
0
1,291,016
2020-06-19 06:12:42
374,656,033,243,756
fraud_Bernier, Volkman and Hoeger
misc_net
9.47
David
Lewis
M
1499 Michael Rue
Arlington
VA
22,213
38.8954
-77.1633
207,410
Mudlogger
1984-07-03
99af297a57b3f0469d07d2e3b4708d0f
1,371,622,362
37.957633
-78.020268
0
1,291,017
2020-06-19 06:13:12
4,809,701,904,914
fraud_Gutmann Ltd
grocery_net
31.92
Sabrina
Nolan
F
312 Eric Expressway Apt. 014
Phenix City
AL
36,869
32.4204
-85.0796
59,744
Chemical engineer
1984-02-07
be1aeeab2f8185d10314053bc49f0a35
1,371,622,392
32.55687
-84.858806
0
1,291,018
2020-06-19 06:14:56
345,060,451,158,891
fraud_Keeling-Crist
misc_pos
7.2
Brian
Perez
M
78652 Scott Ports
Ashfield
MA
1,330
42.5232
-72.811
1,506
Production assistant, radio
1960-04-03
603da5b4f730a88457ecab6b488b71a3
1,371,622,496
41.657795
-72.285871
0
1,291,019
2020-06-19 06:15:35
630,484,879,808
fraud_Gerlach Inc
shopping_net
78.04
Ian
Patton
M
8088 Sherman Radial Suite 689
Helm
CA
93,627
36.4992
-120.0936
123
Early years teacher
1973-02-07
223fe95aa2dba6fa07329b2d7d018953
1,371,622,535
35.809881
-120.416361
0
1,291,020
2020-06-19 06:16:16
4,393,520,897,625
fraud_Dooley Inc
shopping_pos
137.82
Charles
Rodriguez
M
240 Tracy Forges
Easton
KS
66,020
39.3391
-95.0999
1,442
Air broker
1982-05-20
ccf82d42d05142385134a894f08d78a6
1,371,622,576
38.40146
-94.113828
0
1,291,021
2020-06-19 06:18:20
4,917,226,033,950
fraud_Greenholt, O'Hara and Balistreri
shopping_net
1.94
Adam
Keller
M
32600 Cobb Curve
Sardis
AL
36,775
32.2844
-86.992
800
Learning disability nurse
1932-09-17
71a69fa49b601fd2a1a140820bcf163c
1,371,622,700
31.728041
-86.705376
0
1,291,022
2020-06-19 06:19:05
4,294,930,380,592
fraud_Zieme, Bode and Dooley
gas_transport
74.49
Misty
Rivera
F
1980 Vasquez Manors Apt. 574
Catawba
VA
24,070
37.3696
-80.1284
1,363
Equality and diversity officer
1940-08-23
df75911ac7c0ce54c07f28a7e2921b60
1,371,622,745
37.899063
-79.899292
0
1,291,023
2020-06-19 06:20:45
4,661,996,144,291,812,000
fraud_Herman, Treutel and Dickens
misc_net
41.09
Linda
Park
F
24607 Charles Mountains
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Operations geologist
1963-08-04
9ef024815aa29e614ac38c94433b59fc
1,371,622,845
39.997944
-79.294481
0
1,291,024
2020-06-19 06:20:56
4,561,546,772,499
fraud_Reilly, Heaney and Cole
gas_transport
68.1
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
9f1669fe22cd841f1f3c56f83e005c48
1,371,622,856
34.056005
-106.155742
0
1,291,025
2020-06-19 06:21:12
565,399,283,797
fraud_Kiehn-Emmerich
grocery_pos
97.12
Anthony
Allen
M
6993 Carr Lodge Apt. 311
Jordan Valley
OR
97,910
42.8801
-117.281
641
Economist
1993-11-24
9c429ad6cf41291662200973caec0bf6
1,371,622,872
43.783317
-116.438003
0
1,291,026
2020-06-19 06:23:15
3,514,897,282,719,543
fraud_Denesik and Sons
shopping_pos
462.64
Steven
Faulkner
M
841 Cheryl Centers Suite 115
Farmington
NY
14,425
42.958
-77.3083
10,717
Cytogeneticist
1952-10-13
75a47f3f143e2524885a0de02ac1292a
1,371,622,995
43.951264
-77.972087
0
1,291,027
2020-06-19 06:23:40
676,245,600,876
fraud_Bogisich-Homenick
misc_net
65.4
Ashley
Blanchard
F
292 Lowe Dam Suite 858
West Palm Beach
FL
33,417
26.7197
-80.1248
459,921
Historic buildings inspector/conservation officer
1960-06-14
4df6fe16bafa777ec8b260d60bad51af
1,371,623,020
26.349703
-80.604146
0
1,291,028
2020-06-19 06:23:56
3,575,789,281,659,026
fraud_Koss and Sons
gas_transport
53.75
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
6ae3bf6eebbf1a4d2e4e62938d35311a
1,371,623,036
38.342037
-93.333984
0
1,291,029
2020-06-19 06:24:05
2,266,735,643,685,262
fraud_Rowe, Batz and Goodwin
grocery_pos
42.36
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
1972-07-25
31c5177427250d5b0f2bc3bab734028b
1,371,623,045
34.59879
-87.016782
0
1,291,030
2020-06-19 06:25:03
4,306,630,852,918
fraud_Jenkins, Hauck and Friesen
gas_transport
68.05
Maureen
Garza
F
169 Edward Inlet
Saint Louis
MO
63,131
38.6171
-90.4504
927,396
Occupational hygienist
1960-03-12
6f8bccd8e48c0629cac4739a3057bf02
1,371,623,103
37.724944
-90.765099
0
1,291,031
2020-06-19 06:25:03
5,130,484,058,948,421
fraud_Jones, Sawayn and Romaguera
misc_net
105.6
Ronald
White
M
25713 Hamilton Grove Apt. 903
Beaverdam
OH
45,808
40.8314
-83.9758
349
Museum/gallery conservator
1978-12-25
996025b0541541e1e75dd4daefa595f0
1,371,623,103
40.22696
-84.282024
0
1,291,032
2020-06-19 06:25:50
6,554,245,334,757,802
fraud_Abshire PLC
entertainment
12.1
Monique
Robinson
F
07712 Marcus Divide Apt. 831
Laguna Hills
CA
92,637
33.615
-117.7114
45,303
Sales executive
1969-12-22
cd46a6f8460d32c12861d4f70bb94ed8
1,371,623,150
32.823211
-117.607558
0
1,291,033
2020-06-19 06:26:30
6,011,148,190,095,209
fraud_Deckow-O'Conner
grocery_pos
212.03
Terri
Bailey
F
508 Erin Mount
Daly City
CA
94,015
37.6787
-122.478
107,941
Buyer, industrial
1991-10-04
ec8dc83d10dd49784ef3bc0f4acb8f3d
1,371,623,190
37.809563
-123.261421
0
1,291,034
2020-06-19 06:27:20
4,099,707,841,315,751
fraud_Schmitt Inc
gas_transport
56.27
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
af2e543dd3cb89bb0fa3cc71b399172c
1,371,623,240
38.014076
-77.963759
0
1,291,035
2020-06-19 06:27:37
3,519,607,465,576,254
fraud_Reichert, Rowe and Mraz
shopping_net
2.51
Audrey
Gonzalez
F
34180 Lopez Plaza
Fields Landing
CA
95,537
40.7268
-124.2174
276
Scientist, audiological
1929-05-06
27043611f964a8f1478f774b96653654
1,371,623,257
40.995059
-124.555033
0
1,291,036
2020-06-19 06:28:08
30,143,535,920,989
fraud_Sporer Inc
gas_transport
70.45
Lisa
Collins
F
44197 Jeffrey Port Suite 050
Bridgeport
NJ
8,014
39.8016
-75.3478
504
Engineer, control and instrumentation
1980-08-17
d144a26b57d9bdc3327554fb3ffa49d9
1,371,623,288
38.820234
-76.047058
0
1,291,037
2020-06-19 06:28:43
4,740,713,119,940,984
fraud_Jacobi and Sons
shopping_pos
7.68
Heather
Hines
F
13776 Hicks Plains
Pomona
NY
10,970
41.1901
-74.0436
9,993
Pensions consultant
1962-10-16
6c758e034d7f386bb71cacdd15c5aaab
1,371,623,323
40.217836
-73.559743
0
1,291,038
2020-06-19 06:28:45
4,908,846,471,916,297
fraud_Prohaska-Murray
gas_transport
54.34
Lauren
Torres
F
03030 White Lakes
Grandview
TX
76,050
32.2779
-97.2351
5,875
Radiographer, therapeutic
1992-07-24
db0db810510ed33c52e06a6640fe31cb
1,371,623,325
31.279982
-97.234948
0
1,291,039
2020-06-19 06:30:04
6,011,329,966,782,895
fraud_Herman, Treutel and Dickens
misc_net
75.55
Lauren
Butler
F
030 Seth Divide Suite 355
Tulsa
OK
74,131
36.0557
-96.0602
413,574
Teacher, special educational needs
1971-09-01
101f07023952b25cb579bac76dd42718
1,371,623,404
35.879879
-95.071067
0
1,291,040
2020-06-19 06:32:48
30,248,898,834,493
fraud_Kuhic Inc
grocery_pos
161.11
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
629d80aca39363a11a4ccae8735cf1ec
1,371,623,568
33.087212
-99.533097
0
1,291,041
2020-06-19 06:34:35
4,783,226,709,001
fraud_Bins-Rice
gas_transport
17.74
Jessica
Garcia
F
13108 Jennifer Passage
Mc Cracken
KS
67,556
38.5957
-99.554
320
Film/video editor
1961-04-22
ee9aab5fe2079b9b35c9e4a6f69b10fd
1,371,623,675
38.605336
-100.033995
1
1,291,042
2020-06-19 06:35:02
30,143,535,920,989
fraud_Erdman-Kertzmann
gas_transport
63.21
Lisa
Collins
F
44197 Jeffrey Port Suite 050
Bridgeport
NJ
8,014
39.8016
-75.3478
504
Engineer, control and instrumentation
1980-08-17
94d12ed229c6088ba4eb9858981f2728
1,371,623,702
39.763046
-74.4964
0
1,291,043
2020-06-19 06:35:03
4,149,238,353,975,790
fraud_Volkman-Predovic
shopping_net
87.99
Tanner
Carroll
M
494 Burke Ports
Cokeburg
PA
15,324
40.1008
-80.0652
632
Dealer
1989-04-08
be8710d605134b001da3c6c69dffdd94
1,371,623,703
39.564612
-79.697843
0
1,291,044
2020-06-19 06:36:14
30,344,654,314,976
fraud_Block Group
misc_pos
6.8
Christine
Johnson
F
8011 Chapman Tunnel Apt. 568
Blairsden-Graeagle
CA
96,103
39.8127
-120.6405
1,725
Chartered legal executive (England and Wales)
1967-05-27
4bebd5dc19fd9c353a9542bfea25e301
1,371,623,774
39.621086
-120.20065
0
1,291,045
2020-06-19 06:36:53
3,514,865,930,894,695
fraud_Cartwright-Harris
grocery_pos
108.92
Christopher
Castaneda
M
1632 Cohen Drive Suite 639
High Rolls Mountain Park
NM
88,325
32.9396
-105.8189
899
Naval architect
1967-08-30
10b6327d8518110da612bacd604a0625
1,371,623,813
33.629427
-105.255158
0
1,291,046
2020-06-19 06:37:31
30,030,380,240,193
fraud_Heathcote, Yost and Kertzmann
shopping_net
97.11
William
Jenkins
M
50614 Kevin Point
Harper
TX
78,631
30.2816
-99.241
2,395
Pharmacist, community
1993-11-17
0f5f0d405edb58a9f80b88b29a720bcf
1,371,623,851
30.765229
-99.012242
0
1,291,047
2020-06-19 06:37:57
4,981,132,848,794
fraud_Rau and Sons
grocery_pos
120.09
Joseph
Spencer
M
7854 Stephanie Island Suite 788
Holloway
OH
43,985
40.0113
-80.9701
128
Child psychotherapist
1946-04-03
ea598b93a6857328466a351de4e14a90
1,371,623,877
39.627857
-81.929669
0
1,291,048
2020-06-19 06:38:51
3,576,021,480,694,169
fraud_Kutch LLC
gas_transport
53.99
Dawn
Gray
F
9486 Joel Common Suite 554
Topeka
KS
66,618
39.1329
-95.7023
163,415
Secondary school teacher
2004-12-30
ce411a7c40934f1eab1816390c4dcf86
1,371,623,931
39.497767
-95.769853
0
1,291,049
2020-06-19 06:38:59
344,709,867,813,900
fraud_Pacocha-O'Reilly
grocery_pos
219.87
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
e7e19467cc14c643b3375daf8e8aec4b
1,371,623,939
26.845617
-80.977742
0
1,291,050
2020-06-19 06:39:31
342,319,985,983,023
fraud_Romaguera, Cruickshank and Greenholt
shopping_net
110.36
Bryan
Pugh
M
6366 French Field
Margaretville
NY
12,455
42.1852
-74.6178
1,988
Environmental health practitioner
1978-05-23
71a3f5354c844c30970aecad2fc30c00
1,371,623,971
42.546264
-74.26608
0
1,291,051
2020-06-19 06:39:53
4,658,490,815,480,264
fraud_Mraz-Herzog
gas_transport
47.47
Tara
Richards
F
4879 Cristina Station
Keisterville
PA
15,449
39.9636
-79.7853
184
Systems developer
1945-11-04
624a4a50bc4c901efba011a4b52415fa
1,371,623,993
40.205865
-80.282241
0
1,291,052
2020-06-19 06:40:20
4,488,258,847,705,225,700
fraud_Mante Group
misc_net
8.95
Jessica
Shaw
F
5745 Blair Locks
West Columbia
SC
29,170
33.9568
-81.1405
52,126
Chemical engineer
1929-08-23
4f0243b21d9e4cca19636b29c7596934
1,371,624,020
34.096374
-81.527722
0
1,291,053
2020-06-19 06:41:17
4,560,395,181,594,436,000
fraud_Stracke-Lemke
grocery_pos
203.48
Angela
Taylor
F
6343 Ramirez Skyway Apt. 518
Lakeport
CA
95,453
39.047
-122.9328
11,256
Podiatrist
1972-10-18
5523d8555434186d3616aced046280cc
1,371,624,077
39.877604
-123.519071
0
1,291,054
2020-06-19 06:41:57
5,130,484,058,948,421
fraud_Deckow-O'Conner
grocery_pos
87.35
Ronald
White
M
25713 Hamilton Grove Apt. 903
Beaverdam
OH
45,808
40.8314
-83.9758
349
Museum/gallery conservator
1978-12-25
851980733f0c0e9f251bae4cfebc5255
1,371,624,117
40.851223
-83.171311
0
1,291,055
2020-06-19 06:42:04
4,587,577,161,160,601
fraud_Schamberger-O'Keefe
grocery_pos
83.17
Tina
Lawrence
F
12444 Jacob Pines
Nobleboro
ME
4,555
44.0943
-69.4828
1,643
Financial trader
1976-04-12
a700327615cc07978f0836700589e768
1,371,624,124
43.860827
-69.444645
0
1,291,056
2020-06-19 06:42:30
3,502,377,050,801,561
fraud_Howe PLC
entertainment
20.27
Kathleen
Martin
F
659 Nicole Cove Suite 560
New Waverly
TX
77,358
30.5354
-95.4532
4,993
Scientist, biomedical
1948-11-30
d4cb5c07ee87e97eaf93e80d4b34e374
1,371,624,150
30.043107
-95.709277
0
1,291,057
2020-06-19 06:42:43
4,128,730,454,058,057,700
fraud_Zieme, Bode and Dooley
gas_transport
47.44
Monique
Martin
F
68276 Matthew Springs
Ratcliff
TX
75,858
31.3833
-95.0619
43
Engineer, production
1949-10-04
5eccd92f87bac07aa0b1b39a235a069e
1,371,624,163
31.570423
-95.799027
0
1,291,058
2020-06-19 06:43:26
6,011,948,324,228,984
fraud_Bernhard, Grant and Langworth
shopping_pos
4.27
Mckenzie
Brooks
F
3872 Matthew Skyway
Paris
MS
38,949
34.1992
-89.382
297
Administrator, local government
1961-12-14
02a2d27c7842cc43cbc8edae7e7f8295
1,371,624,206
34.735186
-89.727126
0
1,291,059
2020-06-19 06:43:52
630,469,040,731
fraud_Bednar Group
misc_net
2.89
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
1936-05-01
7538c29af1ccf15ece4c6025e8aca524
1,371,624,232
45.13336
-121.388285
0
1,291,060
2020-06-19 06:43:57
375,848,982,312,810
fraud_Christiansen, Goyette and Schamberger
gas_transport
40.54
Dale
Smith
M
25036 Contreras Turnpike Suite 270
Purmela
TX
76,566
31.4841
-97.9903
258
Web designer
1943-12-15
c452896328f1c3e85843ec7fb211e1f5
1,371,624,237
31.474685
-97.292164
0
1,291,061
2020-06-19 06:44:17
4,092,452,671,396,169,700
fraud_Schmidt and Sons
shopping_net
8.94
Jeffrey
Vargas
M
478 Alexandria Mount
Bolton
NC
28,423
34.3091
-78.3372
2,290
Engineer, biomedical
1945-12-07
75d72093ee6c16d683023b262a1320c1
1,371,624,257
33.509382
-78.241725
0
1,291,062
2020-06-19 06:44:18
348,789,608,637,806
fraud_Schmidt and Sons
shopping_net
6.06
Megan
Murphy
F
53696 Laura Radial
Holstein
NE
68,950
40.4542
-98.6538
331
Telecommunications researcher
1950-08-19
20b506bd4e5146e0063d2b14e0d25513
1,371,624,258
39.984058
-99.006604
0
1,291,063
2020-06-19 06:44:39
6,554,245,334,757,802
fraud_Hermann and Sons
shopping_pos
16.19
Monique
Robinson
F
07712 Marcus Divide Apt. 831
Laguna Hills
CA
92,637
33.615
-117.7114
45,303
Sales executive
1969-12-22
38be4f476323e694d703cb2b477cb725
1,371,624,279
33.473342
-116.990314
0
1,291,064
2020-06-19 06:44:58
3,595,192,916,105,588
fraud_Rodriguez Group
gas_transport
97.18
Dustin
Roberts
M
3283 James Station
Fayetteville
NC
28,314
35.0583
-79.008
238,602
Scientist, research (maths)
1993-05-14
1b9be4a29b3c3cae8e935bc482ceec2e
1,371,624,298
35.238629
-78.962973
0
1,291,065
2020-06-19 06:45:19
4,855,853,415,727,305,000
fraud_Schmeler Inc
misc_pos
2.75
Justin
Aguilar
M
184 Miller Manors
Wittenberg
WI
54,499
44.8232
-89.1665
3,223
Senior tax professional/tax inspector
1954-06-30
7fed258f9fffa33b3564dbd5a01db90c
1,371,624,319
45.396172
-89.958219
0
1,291,066
2020-06-19 06:45:52
676,275,912,597
fraud_Roob, Conn and Tremblay
shopping_pos
118.11
Edward
Hensley
M
24318 Dixon Mills
Elk Rapids
MI
49,629
44.8955
-85.4082
2,223
Chief Financial Officer
1986-01-18
94c10774b6c7f0516d2f22bf9cb97f4a
1,371,624,352
44.794001
-86.392821
0
1,291,067
2020-06-19 06:46:42
180,069,253,480,336
fraud_Emard Inc
gas_transport
74.68
William
Hunter
M
5036 Victoria Ports Suite 249
Emporium
PA
15,834
41.5177
-78.2536
4,533
Public affairs consultant
1969-11-01
0faefd54847d12b970aaf65400de74f7
1,371,624,402
42.274954
-77.654242
0
1,291,068
2020-06-19 06:47:36
377,895,991,033,232
fraud_McCullough, Hudson and Schuster
food_dining
112.8
Kimberly
Myers
F
6881 King Isle Suite 228
Higganum
CT
6,441
41.4682
-72.5751
5,438
Librarian, academic
1964-11-17
9cc6cbac3a82cb7c3645da3d66c9fbd2
1,371,624,456
40.681684
-72.72191
0
1,291,069
2020-06-19 06:47:37
4,900,628,639,996
fraud_Kuhic Inc
grocery_pos
50.55
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
aefe0e38c4bd634e3415554cfff08494
1,371,624,457
33.901059
-117.457935
0
1,291,070
2020-06-19 06:48:11
344,342,339,068,828
fraud_Nicolas, Hills and McGlynn
entertainment
35.78
Ruth
Fuller
F
37732 Joe Courts Apt. 752
Darien
GA
31,305
31.3826
-81.4312
5,989
Tax adviser
1967-05-05
a5c3f1ba46db148411d4573ebe062d93
1,371,624,491
32.138922
-81.7106
0
1,291,071
2020-06-19 06:50:22
213,180,742,685,905
fraud_Bartoletti-Wunsch
gas_transport
38.46
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
2db239bdda9380929d1c28869bfe25bb
1,371,624,622
39.75574
-124.337534
0
1,291,072
2020-06-19 06:50:31
213,193,596,103,206
fraud_Huel Ltd
misc_net
116.56
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
e35be130f3076180a4042f7c364b05af
1,371,624,631
46.625397
-84.083189
0
1,291,073
2020-06-19 06:50:39
3,587,960,728,692,500
fraud_Marks Inc
gas_transport
46.35
Kathy
Hughes
F
02110 Lucas Freeway Suite 517
Battle Creek
IA
51,006
42.3327
-95.6045
1,075
Teacher, early years/pre
1997-01-02
d10c95b7524690e094c2cc5cb1720650
1,371,624,639
41.601146
-95.749152
0
1,291,074
2020-06-19 06:51:46
345,060,451,158,891
fraud_Moore, Dibbert and Koepp
misc_net
363.98
Brian
Perez
M
78652 Scott Ports
Ashfield
MA
1,330
42.5232
-72.811
1,506
Production assistant, radio
1960-04-03
e2aaa6113818d8b3b82a013f3807f8b3
1,371,624,706
42.050132
-72.380462
0
1,291,075
2020-06-19 06:52:26
30,270,432,095,985
fraud_Streich, Hansen and Veum
gas_transport
72.75
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
13dd39c6df4ecd39286aa2de1abcbc48
1,371,624,746
40.504728
-90.772954
0
1,291,076
2020-06-19 06:52:48
2,233,882,705,243,596
fraud_Parisian and Sons
gas_transport
37.92
Jamie
Robinson
F
67089 Caitlin Meadow Apt. 905
Sturgis
MS
39,769
33.357
-89.0473
1,923
Medical physicist
1960-01-16
5b50c69dd9a8856439b31a25d89e1a75
1,371,624,768
34.332689
-89.789076
0
1,291,077
2020-06-19 06:52:59
4,855,853,415,727,305,000
fraud_Stroman, Hudson and Erdman
gas_transport
71.95
Justin
Aguilar
M
184 Miller Manors
Wittenberg
WI
54,499
44.8232
-89.1665
3,223
Senior tax professional/tax inspector
1954-06-30
d6b6386b1b7c9433b76307e2972b9030
1,371,624,779
44.049425
-89.041519
0
1,291,078
2020-06-19 06:53:05
4,247,921,790,666
fraud_Douglas-White
entertainment
33.47
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
d07a769473b1d1cc58bc53e764c5ec6b
1,371,624,785
39.366238
-82.652613
0
1,291,079
2020-06-19 06:54:22
347,073,228,412,010
fraud_Dickinson-Rempel
misc_pos
31.14
Ryan
Johnson
M
40178 Lisa Mission
Alva
WY
82,711
44.6873
-104.4414
110
Administrator, local government
1973-05-16
d0dc595f189ff9bdd0ced87aeb72f4dd
1,371,624,862
44.884803
-104.130155
0
1,291,080
2020-06-19 06:54:28
4,713,464,490,314,802
fraud_Moen, Reinger and Murphy
grocery_pos
99.71
Wesley
Parker
M
7452 Browning Port
Mc Intosh
SD
57,641
45.7084
-101.1546
295
Designer, industrial/product
1981-01-26
c50d27f1fcadf632263a9b4bca07b825
1,371,624,868
45.143453
-101.380369
0
1,291,081
2020-06-19 06:54:35
180,094,419,304,907
fraud_Ortiz Group
grocery_net
63.01
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
1972-09-22
d7252183dfdcc5e0c5afd7d6c3bff8ac
1,371,624,875
34.371004
-118.009983
0
1,291,082
2020-06-19 06:54:39
581,686,439,828
fraud_Heller-Langosh
gas_transport
79.29
Larry
House
M
911 Sabrina Trafficway
Cochranton
PA
16,314
41.5205
-80.0573
5,507
Retail merchandiser
1973-07-28
d560507f9607f3f036aaf21e8a072065
1,371,624,879
42.01056
-79.241289
0
1,291,083
2020-06-19 06:57:48
4,474,324,669,797,121
fraud_Funk Group
grocery_net
60.42
Matthew
Russell
M
168 Michael Coves Suite 343
June Lake
CA
93,529
37.7773
-119.0825
633
Health service manager
1927-09-09
74ac947186112f71d78ff48b0b1288bc
1,371,625,068
38.327725
-118.417865
0
1,291,084
2020-06-19 06:57:50
2,242,542,703,101,233
fraud_Marks Inc
gas_transport
111.05
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
7252274a440b77ace7eb65aed0b2070e
1,371,625,070
39.325476
-84.743777
0
1,291,085
2020-06-19 06:59:07
30,561,214,688,470
fraud_Rodriguez Group
gas_transport
65.41
Gina
Morrison
F
41851 Victor Drives Suite 219
Allentown
PA
18,103
40.5891
-75.4645
166,081
Scientist, research (maths)
1998-10-01
31dced06c3e0ea717c70773545b407ee
1,371,625,147
41.278076
-75.071653
0
1,291,086
2020-06-19 06:59:12
213,107,169,859,697
fraud_Ortiz Group
grocery_net
50.14
Megan
Fernandez
F
77127 Paul Station Apt. 495
Woods Cross
UT
84,087
40.8874
-111.9027
13,983
Insurance broker
1979-08-14
62c9332017a3e9ebea16724931860da2
1,371,625,152
41.464865
-110.976997
0
1,291,087
2020-06-19 07:00:11
38,295,635,583,927
fraud_Bins-Rice
gas_transport
50.99
Candice
Brown
F
9412 Harris Mews
O Brien
TX
79,539
33.3749
-99.8473
178
Warden/ranger
1983-06-14
c6f259cb940802ea32f2ac9e95b17189
1,371,625,211
33.190658
-99.406387
0
1,291,088
2020-06-19 07:00:15
4,797,297,220,948,469,000
fraud_Herman, Treutel and Dickens
misc_net
192.82
Erica
Briggs
F
3310 Davidson Spurs Apt. 107
Oolitic
IN
47,451
38.8938
-86.5246
1,228
Counsellor
1991-03-13
245403f6dba766da2ffb6919306b8513
1,371,625,215
38.218042
-87.142693
0
1,291,089
2020-06-19 07:03:17
213,173,753,804,333
fraud_Bauch-Blanda
entertainment
1.42
Joseph
Wagner
M
822 Austin Spur
North Judson
IN
46,366
41.2244
-86.6966
5,791
Doctor, general practice
1959-10-07
5d43a7e0e457a5dd71eb16cdd22c2939
1,371,625,397
41.657419
-87.416465
0
1,291,090
2020-06-19 07:03:30
6,011,934,240,159,560
fraud_Gutmann-Upton
misc_pos
44.97
Joshua
Cohen
M
426 Mark Ports
Brooklin
ME
4,616
44.2541
-68.5565
824
Loss adjuster, chartered
1974-11-02
57d05df907cc289e63fe58bcb6874c59
1,371,625,410
43.378844
-68.121988
0
1,291,091
2020-06-19 07:03:47
4,716,561,796,955,522
fraud_Corwin-Collins
gas_transport
64.8
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
ad88b0bdfb8a81c028bd36be7021aaaf
1,371,625,427
47.865501
-113.509053
0
1,291,092
2020-06-19 07:03:54
3,511,378,610,369,890
fraud_Lehner, Mosciski and King
misc_net
7.57
James
Cooper
M
663 Ramirez Trace Apt. 951
Huntsville
AL
35,811
34.7789
-86.5438
190,178
Television production assistant
1973-04-01
aaa53a96b1b9bd2d78597e2dda6cbc0c
1,371,625,434
35.357141
-86.983725
0
1,291,093
2020-06-19 07:04:08
180,049,032,966,888
fraud_Roob, Conn and Tremblay
shopping_pos
123.42
Michael
Flores
M
70761 Fitzpatrick Brooks Suite 631
Saxon
WI
54,559
46.4959
-90.4383
795
Television/film/video producer
1986-04-15
c3ecce28ca1dab9cc372dd458257df0f
1,371,625,448
45.633521
-90.124521
0
1,291,094
2020-06-19 07:04:29
60,487,002,085
fraud_Lebsack and Sons
misc_net
8.46
David
White
M
66234 Hall Lock Suite 758
Jackson
MS
39,211
32.3739
-90.1293
233,060
Horticulturist, commercial
1972-08-15
a3c9f88abf0c3eff0313754c764420f7
1,371,625,469
32.412746
-90.666869
0
1,291,095
2020-06-19 07:05:47
4,512,828,414,983,802,000
fraud_Raynor, Reinger and Hagenes
gas_transport
67.74
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
903726a8cb84eeb46a4dd4e6bd8afffa
1,371,625,547
39.642819
-79.286155
0
1,291,096
2020-06-19 07:07:17
180,067,784,565,096
fraud_Rodriguez Group
gas_transport
49.86
Mary
Juarez
F
35440 Ryan Islands
North Prairie
WI
53,153
42.9385
-88.395
2,328
Applications developer
1942-01-06
41af66edf915f79f8c3258f93ea37ec5
1,371,625,637
42.738046
-88.292679
0
1,291,097
2020-06-19 07:07:34
3,513,618,443,244,549
fraud_Bernier, Volkman and Hoeger
misc_net
11.28
Amber
Perez
F
954 Reyes Ways
Fulton
SD
57,340
43.7588
-97.8712
355
Financial adviser
1955-06-26
8fb2707e7e07c59fde0658203cf06b72
1,371,625,654
42.779911
-97.748073
0
1,291,098
2020-06-19 07:09:25
4,433,091,568,498,503
fraud_Spencer-Runolfsson
misc_pos
5.99
Linda
Davis
F
493 Todd Views
Gaithersburg
MD
20,882
39.2335
-77.1458
135,332
Clinical biochemist
1936-03-28
43e18c233d0fe5e8f0718590526ce571
1,371,625,765
40.067388
-77.481125
0
1,291,099
2020-06-19 07:10:52
2,712,209,726,293,386
fraud_Bahringer-Larson
grocery_net
30.88
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
bfdfadc63c6dc204a6bf1c8470db21c7
1,371,625,852
29.658468
-91.513159
0