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
7,000
2020-06-23 07:06:38
213,113,028,819,344
fraud_Kutch LLC
gas_transport
104.42
Melanie
Jimenez
F
77944 Daniels Valley Suite 921
Camden
NY
13,316
43.3392
-75.7543
6,460
Building control surveyor
1959-09-27
6754072a6af6ee18b2a4a58f309422e0
1,371,971,198
42.842876
-75.644694
0
7,001
2020-06-23 07:06:43
370,348,764,075,623
fraud_Bauch-Raynor
grocery_pos
95.06
Christopher
Gomez
M
950 Dunn Squares
Tickfaw
LA
70,466
30.5668
-90.482
8,512
Accountant, chartered public finance
1951-09-03
c6311963515aecf51ecab7064aa5d07f
1,371,971,203
30.380096
-91.460075
0
7,002
2020-06-23 07:06:55
6,595,970,453,799,027
fraud_Schumm PLC
shopping_net
2.06
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
1922ca595f81c46f056c0f144c3a7904
1,371,971,215
40.067843
-75.330406
0
7,003
2020-06-23 07:07:02
4,195,740,185,974
fraud_Goodwin-Nitzsche
grocery_pos
60.93
Benjamin
Robinson
M
0701 John Ranch
Portland
OR
97,210
45.5303
-122.7033
841,711
Engineer, building services
1963-04-04
f861b1811aae89abaf3b80927b842457
1,371,971,222
44.768348
-122.545214
0
7,004
2020-06-23 07:07:54
3,596,217,206,093,829
fraud_Cummings LLC
gas_transport
73.65
Sara
Ramirez
F
23843 Scott Island
Birmingham
IA
52,535
40.8626
-91.9534
888
Camera operator
1988-03-25
3854f22d3c6098cd4b910ccb1bc35a66
1,371,971,274
41.083264
-91.537077
0
7,005
2020-06-23 07:07:57
4,642,894,980,163
fraud_O'Keefe-Hudson
grocery_pos
86.68
Eddie
Mendez
M
1831 Faith View Suite 653
Clarinda
IA
51,632
40.7491
-95.038
7,297
IT trainer
1990-07-13
6d57256ab95302b7517827b96d9620d4
1,371,971,277
40.346549
-95.490846
0
7,006
2020-06-23 07:08:35
4,169,388,510,116
fraud_Kiehn Inc
grocery_pos
105.26
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
1962-09-27
eb8222f6d88232e53977482436ab0e91
1,371,971,315
43.619795
-77.888707
0
7,007
2020-06-23 07:08:58
4,390,966,588,600,993,000
fraud_Bailey-Morar
grocery_pos
98.64
Kyle
Simmons
M
8149 Harris Divide
Oklahoma City
OK
73,134
35.6174
-97.5583
640,470
Advertising copywriter
1966-06-24
abdbc5f9499f47730b1cf3875a2a4587
1,371,971,338
35.388795
-96.637595
0
7,008
2020-06-23 07:09:04
3,590,736,522,064,285
fraud_Torp-Lemke
misc_pos
82.52
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
1975-12-20
cd68301258486a76e6183667f7f591be
1,371,971,344
34.13571
-92.72333
0
7,009
2020-06-23 07:09:05
2,720,830,304,681,674
fraud_O'Keefe-Hudson
grocery_pos
234.19
Melissa
Aguilar
F
21326 Taylor Squares Suite 708
Clarksville
TN
37,040
36.522
-87.349
151,785
Pathologist
1974-03-28
a6e8d0c7077cf35d0c06e70b3bcdf8a3
1,371,971,345
36.170933
-86.39689
0
7,010
2020-06-23 07:09:28
375,974,680,629,816
fraud_Koepp-Witting
grocery_pos
135.48
Roberta
Mccarthy
F
94431 Matthew Mall Suite 296
Plymouth
CT
6,782
41.6611
-73.0449
2,376
Herpetologist
1973-04-06
d13192b74c88c0eb9dc59b4d57a95204
1,371,971,368
41.240298
-73.78608
0
7,011
2020-06-23 07:10:31
30,428,204,673,351
fraud_Miller-Hauck
grocery_pos
112.76
Greg
Villarreal
M
2851 Foster Shoals
Schaefferstown
PA
17,088
40.3087
-76.2963
823
Gaffer
1982-07-02
f58b56c6c9c9ed79b4ada8d6826a925d
1,371,971,431
39.510186
-76.993137
0
7,012
2020-06-23 07:10:34
4,777,065,439,639,721
fraud_Roob, Conn and Tremblay
shopping_pos
127.3
Peter
Caldwell
M
08966 Beltran Route Suite 905
Oaks
PA
19,456
40.1334
-75.4536
737
Oceanographer
1987-04-24
816b866d088ecf3bc26468060d20dbdd
1,371,971,434
40.542126
-75.456057
0
7,013
2020-06-23 07:11:32
4,147,608,975,828,480
fraud_Dickinson Ltd
misc_pos
7.99
Edward
Tapia
M
354 Gutierrez Gateway
Comfrey
MN
56,019
44.1111
-94.9134
914
Health and safety adviser
1944-07-26
b802fb4d2d24e92b7d72fec965b84e8c
1,371,971,492
44.365584
-95.87426
0
7,014
2020-06-23 07:11:33
3,534,718,226,968,689
fraud_Spinka Inc
grocery_net
70.71
Lisa
Lopez
F
32343 Saunders Course
Dongola
IL
62,926
37.3712
-89.1349
2,263
Scientific laboratory technician
1984-09-13
3161c590a69f8261a0598da623c542b3
1,371,971,493
38.334349
-88.348402
0
7,015
2020-06-23 07:12:12
180,064,817,343,047
fraud_Little, Gutmann and Lynch
shopping_net
6.24
Patricia
Gonzalez
F
8973 Mark Drive
Stephensport
KY
40,170
37.9048
-86.524
344
Chartered public finance accountant
1967-03-30
d7f084ba321dc42b37dba7a591d378e0
1,371,971,532
36.95863
-86.655474
0
7,016
2020-06-23 07:12:16
3,562,679,455,732,797
fraud_Kuhic Inc
grocery_pos
75.7
Amanda
Jones
F
7320 Jennifer Forges
Queenstown
MD
21,658
39.0026
-76.1424
3,862
Maintenance engineer
1962-12-06
61ca37d5d5d2bec7a126a0adaaea8e64
1,371,971,536
39.975208
-75.786934
0
7,017
2020-06-23 07:12:29
342,952,484,382,519
fraud_Heller, Gutmann and Zieme
grocery_pos
58.35
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
c3d1f16a8688159e7bdf17654eee2a7a
1,371,971,549
43.009581
-72.778038
0
7,018
2020-06-23 07:12:37
377,895,991,033,232
fraud_Lockman, West and Runte
grocery_pos
86.01
Kimberly
Myers
F
6881 King Isle Suite 228
Higganum
CT
6,441
41.4682
-72.5751
5,438
Librarian, academic
1964-11-17
6c98a79162030c0e200b32875c9e7ada
1,371,971,557
41.936367
-73.558698
0
7,019
2020-06-23 07:12:38
4,477,156,602,511,939,600
fraud_Stracke-Lemke
grocery_pos
183
Angela
Ross
F
0107 Clements Point
American Fork
UT
84,003
40.3928
-111.7941
42,384
Futures trader
1992-12-29
55f4410ba243f49d0d5dea2973d52fea
1,371,971,558
41.10911
-112.609326
0
7,020
2020-06-23 07:14:02
4,736,845,434,667,908,000
fraud_Goodwin-Nitzsche
grocery_pos
110.09
Toni
Gomez
F
062 Carl Dam
Altona
NY
12,910
44.8816
-73.6408
2,148
Surveyor, land/geomatics
1953-05-23
60580897e6957b6b6bd81eb2f2ba7091
1,371,971,642
45.454672
-72.82104
0
7,021
2020-06-23 07:14:09
180,018,375,329,178
fraud_Sporer Inc
gas_transport
68.31
Michelle
Woods
F
952 Joseph Throughway
Munith
MI
49,259
42.3703
-84.2485
2,523
Geophysicist/field seismologist
1988-03-21
dac305e265ca19634541502ebd576046
1,371,971,649
43.019289
-83.557044
0
7,022
2020-06-23 07:14:11
3,583,793,405,872,580
fraud_Wolf Inc
grocery_pos
123.05
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
1970-09-27
5144f77fe430f2db8036a274b35e5016
1,371,971,651
35.771886
-98.019961
0
7,023
2020-06-23 07:14:28
3,521,417,320,836,166
fraud_Schultz, Simonis and Little
grocery_pos
185.35
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
4a8beed671364d794073421ef77bdf6f
1,371,971,668
39.53147
-86.191629
0
7,024
2020-06-23 07:14:36
4,198,470,814,557
fraud_Conroy-Cruickshank
gas_transport
45.72
Christie
Williamson
F
519 Jerry Views
Avoca
IA
51,521
41.4768
-95.3509
2,036
Engineering geologist
1971-08-20
a0961f597a571d9cd1f735d15b87c87b
1,371,971,676
42.07869
-96.146327
0
7,025
2020-06-23 07:14:58
3,521,815,216,091,574
fraud_Vandervort-Funk
grocery_pos
111.01
Wayne
Marsh
M
172 Leonard Island
Dumont
CO
80,436
39.7532
-105.6356
565
Mental health nurse
1978-08-27
5262996234f6144ac020f3fd4437e371
1,371,971,698
40.360442
-104.953283
0
7,026
2020-06-23 07:14:59
3,577,794,103,155,425
fraud_Brekke and Sons
gas_transport
59.6
Mary
Humphrey
F
9853 Flynn Hollow Apt. 602
Reynolds
ND
58,275
47.7068
-97.2092
733
Visual merchandiser
1994-11-12
488df842d8157913ed7da8a9a72c3f9c
1,371,971,699
48.082558
-98.048571
0
7,027
2020-06-23 07:15:26
30,029,052,116,970
fraud_Sporer Inc
gas_transport
84.34
Curtis
Young
M
4319 Watson Shoals Suite 658
Falconer
NY
14,733
42.1239
-79.1895
3,833
Metallurgist
1970-10-09
2e7712406fc8b3b72d96df7d83e01813
1,371,971,726
42.03026
-78.69232
0
7,028
2020-06-23 07:16:01
4,708,992,452,821,239
fraud_Kuphal-Bartoletti
misc_net
5.43
Jared
Walters
M
3326 Hannah Fords
Cord
AR
72,524
35.8184
-91.3375
376
Designer, ceramics/pottery
1938-09-08
1bfd6118900c8e2e2a2ddc1cd4f54edd
1,371,971,761
36.364183
-91.924229
0
7,029
2020-06-23 07:16:27
4,428,154,703,770,710
fraud_Kiehn-Emmerich
grocery_pos
120.47
Brittany
Guerra
F
79209 Gary Dale
Colton
WA
99,113
46.5901
-117.1692
761
Chief Marketing Officer
1943-06-30
af3514243266c9e387554b77ee9f1b2f
1,371,971,787
46.851486
-117.879406
0
7,030
2020-06-23 07:17:03
2,248,348,993,063,230
fraud_Kris-Weimann
misc_net
5.61
Jennifer
Scott
F
376 John Fork Suite 848
Randolph
OH
44,265
41.0109
-81.2977
51
Mechanical engineer
1960-08-05
88b559b855eae0f37af3431c95629f2f
1,371,971,823
40.320161
-81.201554
0
7,031
2020-06-23 07:18:21
639,023,984,367
fraud_Rempel PLC
grocery_net
28.32
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
38d12c28e223769f50f9a3b6cb5c13a3
1,371,971,901
44.193113
-75.172653
0
7,032
2020-06-23 07:19:16
2,358,122,155,477,959
fraud_Strosin-Cruickshank
grocery_pos
89.8
Mike
Tran
M
17355 Mendoza Bypass Suite 059
Linthicum Heights
MD
21,090
39.2092
-76.6681
9,784
Conservator, furniture
1924-10-30
46c553ee50331317cdc1e06d26465540
1,371,971,956
40.017394
-76.537202
0
7,033
2020-06-23 07:19:47
639,077,309,909
fraud_Lynch Ltd
shopping_pos
7.77
Justin
Carter
M
853 Miller Bypass Suite 802
Broomfield
CO
80,021
39.8854
-105.1139
92,337
Engineer, electronics
1967-10-18
d1653334b30bef39374d1a1f4a8a42cd
1,371,971,987
39.571011
-106.055373
0
7,034
2020-06-23 07:19:58
6,011,581,063,717,667
fraud_Monahan, Bogisich and Ledner
misc_pos
9.46
Jerry
Perkins
M
3867 Susan Corners Apt. 883
Brashear
MO
63,533
40.1959
-92.4333
805
Private music teacher
1970-06-27
178a9970303300c12ee7db47026d6db3
1,371,971,998
39.650007
-92.645949
0
7,035
2020-06-23 07:20:21
372,246,459,334,925
fraud_Jast Ltd
shopping_net
4.84
Rick
Martinez
M
062 Poole Hollow Apt. 815
Deadwood
SD
57,732
44.3566
-103.6999
1,979
Multimedia programmer
1970-03-13
2e4537515bb2aa7d56746c559b6385be
1,371,972,021
45.125671
-103.22319
0
7,036
2020-06-23 07:20:25
2,297,447,006,766,555
fraud_Haley, Jewess and Bechtelar
shopping_pos
9.89
Laura
Walker
F
611 Michael Rue
Cisco
IL
61,830
39.9972
-88.6962
478
Landscape architect
1960-01-13
b914c67012dc80106423d8100812aa1d
1,371,972,025
39.841521
-87.805896
0
7,037
2020-06-23 07:20:43
2,254,917,871,818,484
fraud_Johnson, Runolfsdottir and Mayer
misc_net
9.02
Margaret
Gibson
F
382 Williams Stream Suite 197
Scotland
MD
20,687
38.0828
-76.3477
313
Insurance underwriter
1976-03-26
dfda6770312cd392e3532786fcf53d25
1,371,972,043
37.892037
-76.115686
0
7,038
2020-06-23 07:21:08
4,294,930,380,592
fraud_Rohan, White and Aufderhar
misc_net
7.39
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
50402d61eed1b1b592ef58613d2b7986
1,371,972,068
37.221601
-79.727742
0
7,039
2020-06-23 07:21:59
4,128,027,264,554,082
fraud_Medhurst PLC
shopping_net
9.73
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
2f0b71e7e5863df47c68fbafa05dd76b
1,371,972,119
40.604603
-82.390812
0
7,040
2020-06-23 07:22:59
3,582,754,887,089,201
fraud_Greenfelder, Bartoletti and Davis
misc_net
34.97
Terrance
Mckinney
M
42965 Christopher Fords Suite 659
Norman
AR
71,960
34.4596
-93.6743
1,383
Magazine features editor
1966-08-08
893b4ebe9afe6c5b5aa6d216242e98dd
1,371,972,179
35.049184
-93.598809
0
7,041
2020-06-23 07:22:59
3,568,736,585,751,727
fraud_Morissette PLC
shopping_pos
144.36
Thomas
Cross
M
7566 Thompson Creek Apt. 827
Elkhart
IA
50,073
41.8114
-93.4855
1,195
Trading standards officer
1974-03-13
e30b92f61050f53f77e3b826cf397844
1,371,972,179
42.115192
-94.03007
0
7,042
2020-06-23 07:23:19
4,988,304,376,504
fraud_Emmerich-Luettgen
grocery_net
89.31
William
Thompson
M
977 Rita Grove Apt. 000
Rock Tavern
NY
12,575
41.4575
-74.1659
2,258
Building surveyor
1937-03-17
9dad65fd1000d9be92b84bb838ce0061
1,371,972,199
41.644615
-74.735779
0
7,043
2020-06-23 07:23:49
4,384,910,379,661,778
fraud_Kerluke-Abshire
shopping_net
84.96
Michelle
Russell
F
55505 Christy Via
Hawley
MN
56,549
46.9777
-96.4092
4,508
Naval architect
1949-04-24
f9ec1eee98e2655ff7f26e7ba0898a43
1,371,972,229
46.252065
-96.036616
0
7,044
2020-06-23 07:23:59
3,525,590,521,269,779
fraud_Luettgen PLC
gas_transport
66.6
Scott
Fuller
M
861 Karen Common
Haw River
NC
27,258
36.0424
-79.3242
6,006
Paramedic
1984-07-20
1c91b2c00a0a3bb9f37d439eb65c99dd
1,371,972,239
35.297889
-78.747475
0
7,045
2020-06-23 07:24:11
3,577,794,103,155,425
fraud_Harris Inc
gas_transport
56.88
Mary
Humphrey
F
9853 Flynn Hollow Apt. 602
Reynolds
ND
58,275
47.7068
-97.2092
733
Visual merchandiser
1994-11-12
c378517b5e47978f7a0f70c5b2a8d338
1,371,972,251
47.355941
-96.579839
0
7,046
2020-06-23 07:24:24
676,173,792,455
fraud_Okuneva, Schneider and Rau
shopping_pos
4.28
Brittany
Cox
F
07177 William Dale Apt. 547
Santa Monica
CA
90,403
34.0287
-118.4924
92,043
Civil engineer, contracting
1961-04-25
79c9c928c34fd0330d5596cec3f1ea04
1,371,972,264
33.817347
-119.036995
0
7,047
2020-06-23 07:24:42
372,382,441,451,095
fraud_Cole PLC
grocery_pos
141.47
Brent
Terrell
M
502 Rice Plaza Apt. 979
Port Ewen
NY
12,466
41.8948
-73.9767
2,471
Heritage manager
1966-01-21
602ec088ded8d5e1fc33e32d1c0ae88f
1,371,972,282
41.497298
-74.513498
0
7,048
2020-06-23 07:24:48
3,538,520,143,479,972
fraud_Boyer PLC
shopping_net
2.96
Cassandra
Nunez
F
9572 Austin Forge Suite 612
Clay Center
OH
43,408
41.5686
-83.3632
269
Insurance underwriter
1965-09-15
c4af368bd47e5d99f3da29a29dc93ec0
1,371,972,288
42.407206
-83.625672
0
7,049
2020-06-23 07:24:51
340,951,438,290,556
fraud_Adams, Kovacek and Kuhlman
grocery_net
77.51
Maria
Garcia
F
865 Thomas Village
Orangeburg
NY
10,962
41.0442
-73.9609
5,950
Records manager
1971-07-02
8987988641ff911ad0f8fe1d4c86299b
1,371,972,291
40.253458
-73.651486
0
7,050
2020-06-23 07:24:53
370,612,217,861,404
fraud_Kunze Inc
grocery_pos
199.15
Amanda
Fitzgerald
F
298 Kayla Lights
Bristol
PA
19,007
40.1159
-74.8536
21,125
Administrator, charities/voluntary organisations
1985-05-25
fd0082af79aa70f1cce8e634311098cc
1,371,972,293
40.947099
-74.128409
0
7,051
2020-06-23 07:25:01
180,065,479,077,096
fraud_Stamm-Witting
shopping_net
1.67
Krystal
Gamble
F
47152 Clayton Burg
Manchester
MD
21,102
39.6747
-76.8941
11,751
Clinical research associate
1964-02-15
c37b0400c47361a77b5add6beb55bf16
1,371,972,301
39.974363
-76.420548
0
7,052
2020-06-23 07:25:53
6,011,893,664,860,915
fraud_Bednar Group
misc_net
5.42
Erin
Chavez
F
3379 Williams Common
Littleton
CO
80,120
39.5994
-105.0044
320,420
Water engineer
1975-07-31
90844e6b338e38bb5f64e9d0e1d7e0fc
1,371,972,353
39.180988
-105.018935
0
7,053
2020-06-23 07:26:03
4,259,996,134,423
fraud_Rau and Sons
grocery_pos
172.5
Julie
Johnson
F
9331 Robert Passage Suite 327
Hudson
KS
67,545
38.1485
-98.6408
215
Probation officer
1968-11-22
f223a69cb8f867d8692fb158d305821c
1,371,972,363
38.31446
-99.630427
0
7,054
2020-06-23 07:26:09
3,521,815,216,091,574
fraud_Bradtke PLC
grocery_pos
107.85
Wayne
Marsh
M
172 Leonard Island
Dumont
CO
80,436
39.7532
-105.6356
565
Mental health nurse
1978-08-27
714abdbf5520326e98615c51a2d8a151
1,371,972,369
39.954631
-105.700571
0
7,055
2020-06-23 07:26:24
38,580,485,618,059
fraud_Wolf Inc
grocery_pos
116.28
Teresa
Clark
F
1323 Derek Mission
Noonan
ND
58,765
48.8856
-103.0098
248
Industrial/product designer
1968-05-13
95d6836a416463f2dcc2a8e6b8a3aa6e
1,371,972,384
48.667768
-103.769155
0
7,056
2020-06-23 07:26:29
3,546,897,637,165,774
fraud_Welch Inc
misc_net
1.92
Kayla
Obrien
F
7921 Robert Port Suite 343
Prairie Hill
TX
76,678
31.6591
-96.8094
263
Barrister
1956-05-30
9489a12d4b9937f28dff0e5c4146c51a
1,371,972,389
32.372349
-96.586312
0
7,057
2020-06-23 07:26:41
4,836,998,673,805,450
fraud_Kerluke, Considine and Macejkovic
misc_net
430.59
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
d367edaf2be756c3b79137a3988b2453
1,371,972,401
45.20921
-86.273946
0
7,058
2020-06-23 07:26:57
3,590,736,522,064,285
fraud_Kling-Grant
grocery_net
48.9
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
1975-12-20
5aa14fc7c859ba186c26224f46cb80ef
1,371,972,417
34.923368
-92.088638
0
7,059
2020-06-23 07:27:11
4,334,230,547,694,630
fraud_Goyette, Howell and Collier
shopping_pos
1.51
Scott
Martin
M
7483 Navarro Flats
Freedom
WY
83,120
43.0172
-111.0292
471
Education officer, museum
1967-08-02
a7b5df1c399292bcb19c96fc13d56280
1,371,972,431
43.217499
-111.794457
0
7,060
2020-06-23 07:29:30
213,125,815,021,702
fraud_Heller, Gutmann and Zieme
grocery_pos
128.26
Adam
Kirk
M
40847 Stark Junctions
Big Indian
NY
12,410
42.074
-74.453
397
Psychiatrist
1931-09-12
b1218ecd59a2d50b0411aef5ac23036d
1,371,972,570
42.676666
-73.871829
0
7,061
2020-06-23 07:31:16
3,513,618,443,244,549
fraud_Kunze Inc
grocery_pos
125.08
Amber
Perez
F
954 Reyes Ways
Fulton
SD
57,340
43.7588
-97.8712
355
Financial adviser
1955-06-26
e9f21c47abc2f97fb8da4f908b86d2c0
1,371,972,676
43.587121
-97.280034
0
7,062
2020-06-23 07:32:06
345,832,460,465,610
fraud_Heathcote LLC
shopping_net
4.4
Jason
Mcmahon
M
6385 Donald Square Suite 429
Springfield
VA
22,151
38.8029
-77.2116
104,396
Production engineer
1950-11-20
7aa1cfb7546a5d2f1279dc02756b9f63
1,371,972,726
37.930263
-77.143975
0
7,063
2020-06-23 07:33:26
4,260,059,589,824,237
fraud_Bailey-Morar
grocery_pos
93.39
Aaron
Rogers
M
969 Huerta Path Apt. 270
Valentine
NE
69,201
42.8062
-100.6215
4,005
Network engineer
1945-03-15
9da814084595fe675bfd917d88ac8cdc
1,371,972,806
42.407557
-101.107682
0
7,064
2020-06-23 07:34:09
4,661,996,144,291,812,000
fraud_Baumbach, Strosin and Nicolas
shopping_pos
3.86
Linda
Park
F
24607 Charles Mountains
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Operations geologist
1963-08-04
9280e88c75604a532b1188df9cd727fe
1,371,972,849
41.157658
-80.453706
0
7,065
2020-06-23 07:34:33
4,855,488,158,131,690,000
fraud_Parisian and Sons
gas_transport
72.2
Jeremy
Roberson
M
25887 Martin Inlet
Graniteville
VT
5,654
44.1554
-72.4847
970
Agricultural consultant
1993-09-29
0b501529367cf70b9b8d070d9ce9c744
1,371,972,873
43.506416
-72.132449
0
7,066
2020-06-23 07:34:33
3,540,075,240,003,197
fraud_Spinka Inc
grocery_net
45.4
Christian
Johns
M
892 Solis Neck
Lonsdale
MN
55,046
44.4477
-93.4252
5,211
Chief Strategy Officer
1987-01-27
24737fd6d0a6c0e34edc369f5811d231
1,371,972,873
44.801009
-94.289439
0
7,067
2020-06-23 07:34:57
676,281,772,837
fraud_Wolf Inc
grocery_pos
48.09
Alicia
Bishop
F
222 Freeman Islands
Whigham
GA
39,897
30.8836
-84.3246
3,430
Editor, commissioning
1950-03-25
f72415af011ca12e9efc11c35c9e8bda
1,371,972,897
30.467848
-83.430217
0
7,068
2020-06-23 07:35:37
630,451,534,402
fraud_Hackett-Lueilwitz
grocery_pos
79.05
Rachel
Daniels
F
561 Little Plain Apt. 738
Wetmore
MI
49,895
46.3535
-86.6345
765
Immunologist
1972-06-12
07c93aab8d4363e204625ead196ac5d2
1,371,972,937
46.497437
-86.398448
0
7,069
2020-06-23 07:35:42
3,526,826,139,003,047
fraud_Raynor, Reinger and Hagenes
gas_transport
58.06
Nathan
Massey
M
5783 Evan Roads Apt. 465
Falmouth
MI
49,632
44.2529
-85.017
1,126
Furniture designer
1955-07-06
8611ffd7c9a082428902ee0db20dee84
1,371,972,942
44.128356
-84.438976
0
7,070
2020-06-23 07:35:51
30,328,384,440,870
fraud_Kiehn-Emmerich
grocery_pos
171.63
Helen
Campbell
F
182 Sergio Summit Apt. 129
Browning
MO
64,630
40.029
-93.1607
602
Cytogeneticist
1954-07-14
e0d70775de57b5876ec7d6f07e75e614
1,371,972,951
39.808022
-92.800874
0
7,071
2020-06-23 07:36:03
371,985,236,239,474
fraud_Maggio-Fahey
misc_pos
2.95
Benjamin
Martin
M
0495 Baker Manors
Oriskany Falls
NY
13,425
42.9576
-75.4838
1,970
Programmer, multimedia
1949-06-09
f809e807e6df77e1542bf222bad52154
1,371,972,963
42.379905
-75.77159
0
7,072
2020-06-23 07:36:32
6,011,367,958,204,270
fraud_Nienow, Ankunding and Collier
misc_pos
93.6
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
983063204b7e422d4fcb7098b980c228
1,371,972,992
41.02785
-81.447693
0
7,073
2020-06-23 07:36:41
376,028,110,684,021
fraud_Gottlieb, Considine and Schultz
shopping_net
90.78
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
a493a48c805522d3e505f90664ee4031
1,371,973,001
39.611163
-92.806129
0
7,074
2020-06-23 07:36:44
4,186,530,744,674
fraud_Kutch LLC
gas_transport
96.19
Casey
Howell
F
374 Christopher Ramp Suite 855
Blackville
SC
29,817
33.3645
-81.2718
4,913
Technical brewer
1966-11-10
214e64da4617cf5fa30d40f315199a42
1,371,973,004
33.184972
-82.10261
0
7,075
2020-06-23 07:37:04
30,092,964,733,035
fraud_Auer-Mosciski
grocery_pos
208.48
Jessica
Terry
F
6412 Elizabeth Gardens Suite 633
Maysville
KY
41,056
38.6207
-83.8067
14,228
Advertising account executive
1971-03-26
320524986223c956b833636f4c56a1bc
1,371,973,024
37.781485
-83.00328
0
7,076
2020-06-23 07:37:09
3,575,789,281,659,026
fraud_Kling Inc
gas_transport
94.39
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
8182f11485d857eb9ed49707d6b655ff
1,371,973,029
39.633306
-93.782917
0
7,077
2020-06-23 07:37:30
571,465,035,400
fraud_Rowe, Batz and Goodwin
grocery_pos
104.42
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
1976-02-26
ec2c68f7079bad0f25be78fa39a90543
1,371,973,050
42.40097
-109.442692
0
7,078
2020-06-23 07:37:57
4,365,382,885,912,355
fraud_Price Inc
shopping_net
97.05
Robert
Goodman
M
956 Paul Fields Suite 108
Orr
MN
55,771
48.1439
-92.8561
1,680
Horticultural therapist
1976-12-10
bf58c7454da89d9804152b81f21d4435
1,371,973,077
47.643508
-93.637205
0
7,079
2020-06-23 07:39:14
4,451,952,084,362,894
fraud_Schumm PLC
shopping_net
82.4
Joseph
Davis
M
941 Adam Stravenue
Nazareth
TX
79,063
34.5444
-102.1069
686
Petroleum engineer
1980-07-30
1833225f838a64211edb8042cebed18a
1,371,973,154
34.827974
-102.978171
0
7,080
2020-06-23 07:39:54
4,067,137,330,196,900
fraud_Tillman, Dickinson and Labadie
gas_transport
30.21
Christina
Eaton
F
3256 Brooks Field
Eldridge
AL
35,554
33.9315
-87.6194
1,186
Politician's assistant
1986-11-12
3ba1ad652e71c77d7f929283471d77c3
1,371,973,194
33.061665
-87.430546
0
7,081
2020-06-23 07:40:28
180,081,032,825,079
fraud_Tillman, Dickinson and Labadie
gas_transport
50.61
Connie
Carroll
F
872 Justin Views Suite 746
Duncan
MS
38,740
34.047
-90.7652
466
Trading standards officer
1955-04-03
b049369c043ca2581bc4935fcec23dfb
1,371,973,228
34.484559
-90.443296
0
7,082
2020-06-23 07:40:41
213,107,169,859,697
fraud_Funk Group
grocery_net
89.07
Megan
Fernandez
F
77127 Paul Station Apt. 495
Woods Cross
UT
84,087
40.8874
-111.9027
13,983
Insurance broker
1979-08-14
6dfb2e6987691a94372b928ec85f8142
1,371,973,241
41.341735
-111.751756
0
7,083
2020-06-23 07:42:12
3,560,697,798,177,746
fraud_Robel, Cummerata and Prosacco
gas_transport
71.34
Matthew
Young
M
8840 Miller Port Suite 645
Indian Wells
CA
92,210
33.7163
-116.3381
4,677
Learning mentor
1955-05-06
a2d16990b2e4154220974c8f33b6f70c
1,371,973,332
33.187716
-117.152621
0
7,084
2020-06-23 07:42:12
4,792,627,764,422,478,000
fraud_Huel-Langworth
misc_net
169.86
Margaret
Mendez
F
7952 Karen Pike
De Soto
KS
66,018
38.9462
-94.9714
5,760
Chief Executive Officer
1978-10-01
f76a507c68190639a596ba27b7c1d26f
1,371,973,332
39.261124
-95.393634
0
7,085
2020-06-23 07:42:15
4,306,630,852,918
fraud_Friesen-D'Amore
gas_transport
62.95
Maureen
Garza
F
169 Edward Inlet
Saint Louis
MO
63,131
38.6171
-90.4504
927,396
Occupational hygienist
1960-03-12
4030a52395e3e77d52e98dd29bddcbd3
1,371,973,335
39.362438
-90.222005
0
7,086
2020-06-23 07:42:31
3,560,797,065,840,735
fraud_Kuvalis Ltd
gas_transport
49.09
Janet
Turner
F
0925 Lang Extensions
Shields
ND
58,569
46.1838
-101.2589
77
Film/video editor
1989-12-17
4d04da8535edef864947a9d69c10ad37
1,371,973,351
45.6332
-101.878136
0
7,087
2020-06-23 07:43:44
60,495,593,109
fraud_Hamill-Daugherty
misc_net
8.99
Randall
Dillon
M
4440 George Mills Suite 591
Dallas
TX
75,210
32.7699
-96.743
1,263,321
Television camera operator
1942-11-24
906d7f290b7b89baefcaa4aeeaa5e1d5
1,371,973,424
33.176519
-97.330955
0
7,088
2020-06-23 07:44:45
4,969,856,774,088,583
fraud_McDermott-Rice
misc_pos
11.3
Jacqueline
Prince
F
27823 Andrew Underpass Suite 948
Metairie
LA
70,003
29.9975
-90.2146
137,067
Advertising account planner
1951-12-04
15fee97a392ffdc9a584c9ded5f363dd
1,371,973,485
29.515009
-89.426587
0
7,089
2020-06-23 07:45:46
4,745,996,322,265
fraud_Connelly, Reichert and Fritsch
gas_transport
71.48
Carrie
Washington
F
6114 Adams Harbor Suite 096
Kingsford Heights
IN
46,346
41.4802
-86.6919
1,423
Psychologist, forensic
1998-10-07
13a9d9942600d3773398ed5e96986359
1,371,973,546
41.863149
-85.97157
0
7,090
2020-06-23 07:45:48
180,046,165,512,893
fraud_Friesen-Stamm
gas_transport
64.92
Erica
Walker
F
084 Holmes Avenue Suite 206
Stayton
OR
97,383
44.8021
-122.7624
9,587
Engineer, biomedical
1968-03-24
e9771c4d066f954baf9e42dce9bb61d9
1,371,973,548
45.572812
-122.248218
0
7,091
2020-06-23 07:46:32
213,161,293,389,774
fraud_Boyer PLC
misc_pos
135.35
Catherine
Weber
F
74890 Rodriguez Springs Apt. 540
West Henrietta
NY
14,586
43.0397
-77.6871
10,256
Teacher, primary school
1968-06-24
c2e22b769d34ca37bdea86ebbb7a4582
1,371,973,592
43.248648
-77.569888
0
7,092
2020-06-23 07:46:51
379,897,244,598,068
fraud_Schumm PLC
shopping_net
146.35
Frank
Key
M
5537 Jessica Plaza
Pewee Valley
KY
40,056
38.3039
-85.4834
3,263
Stage manager
1930-02-28
4365b209383fef7d75a85df02b57384d
1,371,973,611
38.119722
-85.161902
0
7,093
2020-06-23 07:46:58
3,566,094,707,272,327
fraud_Parisian, Schiller and Altenwerth
misc_net
61.17
Kristina
Stewart
F
47029 Jimmy Tunnel Apt. 106
Newhall
CA
91,321
34.3795
-118.523
34,882
Health physicist
1971-04-25
bec0bbd866c5c3a0733a217e47f539c3
1,371,973,618
34.743167
-119.281954
0
7,094
2020-06-23 07:47:05
371,284,424,780,634
fraud_Bins, Balistreri and Beatty
shopping_pos
9.54
Jeremy
Moore
M
574 Patricia Extensions
Lubbock
TX
79,413
33.5466
-101.8871
254,282
Doctor, general practice
1952-01-29
692ce068078a7a8f2c6500d4328abd9b
1,371,973,625
33.647722
-102.257165
0
7,095
2020-06-23 07:47:12
4,195,832,462,863,385
fraud_Lynch Ltd
shopping_pos
231.36
Victoria
Mcbride
F
0688 Kevin Manor
Clarksville
MO
63,336
39.3465
-90.9362
1,146
Exercise physiologist
1929-04-07
a84fa748bad98c609796594a44a8e0a1
1,371,973,632
40.150661
-91.461988
0
7,096
2020-06-23 07:47:38
4,687,263,141,103
fraud_Pacocha-O'Reilly
grocery_pos
73.73
Sarah
Cross
F
273 Phillip Throughway
Bigelow
MN
56,117
43.5336
-95.6515
399
Economist
1977-04-28
1555b37b6987aa2d5b315adb1f23bd42
1,371,973,658
42.916224
-95.831268
0
7,097
2020-06-23 07:48:24
180,069,253,480,336
fraud_Greenholt, Jacobi and Gleason
gas_transport
90.73
William
Hunter
M
5036 Victoria Ports Suite 249
Emporium
PA
15,834
41.5177
-78.2536
4,533
Public affairs consultant
1969-11-01
aaf35dfd0982c041ce876f8d3aba31ff
1,371,973,704
41.56532
-78.071435
0
7,098
2020-06-23 07:48:40
213,199,865,312,311
fraud_Kutch LLC
gas_transport
49.96
Christopher
Miller
M
493 Fitzgerald Fields Suite 454
Varnell
GA
30,756
34.9298
-84.9885
74
Pensions consultant
1944-05-14
d7f9cb73f51d82dcbf2c63ef15cfe08c
1,371,973,720
35.256206
-85.020016
0
7,099
2020-06-23 07:48:47
2,703,186,189,652,095
fraud_Klocko LLC
misc_net
46.04
Jennifer
Banks
F
561 Perry Cove
Moravian Falls
NC
28,654
36.0788
-81.1781
3,495
Psychologist, counselling
1988-03-09
c5fb0f335cc3d4ebabe7d340c194c81a
1,371,973,727
35.163629
-80.7657
0