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
1,281,700
2020-06-15 18:08:17
4,646,845,581,490,336,000
fraud_Feil, Hilpert and Koss
food_dining
113.74
Julia
Bell
F
576 House Crossroad
West Sayville
NY
11,796
40.732
-73.1
4,056
Film/video editor
1990-06-25
fd2a38c599a2a33ec2511fe52e764611
1,371,319,697
40.892633
-72.438103
0
1,281,701
2020-06-15 18:08:22
3,598,014,571,045,296
fraud_Runte-Mohr
food_dining
48.42
Lisa
Clark
F
07943 Davis River
Grimesland
NC
27,837
35.558
-77.2566
5,903
Manufacturing systems engineer
1993-10-07
97ffb9f2e1d5281a8cd9b09505caa61b
1,371,319,702
36.486412
-77.559797
0
1,281,702
2020-06-15 18:09:13
3,566,094,707,272,327
fraud_Swift PLC
kids_pets
23.42
Kristina
Stewart
F
47029 Jimmy Tunnel Apt. 106
Newhall
CA
91,321
34.3795
-118.523
34,882
Health physicist
1971-04-25
51480f6e5980737203f94e6d16af34fa
1,371,319,753
34.715855
-117.653209
0
1,281,703
2020-06-15 18:09:32
30,248,898,834,493
fraud_Barton LLC
kids_pets
28.06
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
c1d42aeec145541d77f09a8deb2dcd78
1,371,319,772
32.370635
-99.664754
0
1,281,704
2020-06-15 18:09:57
340,953,839,692,349
fraud_Hahn, Bahringer and McLaughlin
personal_care
6.75
Tyler
Wright
M
615 Clarke Spring Apt. 172
Warren
MI
48,088
42.5164
-82.9832
134,056
Doctor, hospital
1980-05-18
e3b5fb91dc02c9e09df4f364d1b5a215
1,371,319,797
42.214801
-83.463111
0
1,281,705
2020-06-15 18:10:31
3,556,613,125,071,656
fraud_Jones, Sawayn and Romaguera
misc_net
1.82
Jose
Vasquez
M
572 Davis Mountains
Lake Jackson
TX
77,566
29.0393
-95.4401
28,739
Futures trader
1999-12-27
d60413720023eafdfb69446e2dd84859
1,371,319,831
29.778266
-95.973478
0
1,281,706
2020-06-15 18:10:34
6,011,679,934,075,347
fraud_Kessler Inc
travel
1.88
Jennifer
Gonzalez
F
5517 Stacy Land
Jelm
WY
82,063
41.0539
-106.0763
100
Public librarian
1974-04-16
aa3db738705c0da6bedc9ba5d86f1a71
1,371,319,834
41.031425
-105.813238
0
1,281,707
2020-06-15 18:10:46
3,521,417,320,836,166
fraud_Pagac LLC
shopping_pos
326.25
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
1e5c75534a92c1ea5a2c80ebc26c17ad
1,371,319,846
39.645604
-85.885336
0
1,281,708
2020-06-15 18:11:11
5,580,563,567,307,107
fraud_Bauch-Blanda
entertainment
85.53
Stanley
Dickson
M
078 Alex Fields
Smock
PA
15,480
39.9961
-79.7678
1,946
Charity fundraiser
1990-06-21
439ce2ce30bbdc7b26bcc19944db9508
1,371,319,871
39.81486
-80.563531
0
1,281,709
2020-06-15 18:11:12
4,497,451,418,073,897,000
fraud_Schneider, Hayes and Nikolaus
food_dining
43.07
Elizabeth
Glover
F
246 Stewart Green Suite 149
West Monroe
LA
71,291
32.5317
-92.176
54,185
Radiographer, diagnostic
1992-11-20
592caeace5ccd160e0606683d9eb9d45
1,371,319,872
31.909543
-92.725412
0
1,281,710
2020-06-15 18:11:13
4,661,996,144,291,812,000
fraud_Botsford and Sons
home
9.97
Linda
Park
F
24607 Charles Mountains
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Operations geologist
1963-08-04
0a3a48864f61bcf5ca7d8a68b54eaa67
1,371,319,873
41.668808
-78.797565
0
1,281,711
2020-06-15 18:11:18
3,591,919,803,438,423
fraud_Koss, McLaughlin and Mayer
food_dining
106.58
Brian
Williams
M
32941 Krystal Mill Apt. 552
Titusville
FL
32,780
28.5697
-80.8191
54,767
Set designer
1987-07-25
cb29b373d8a50c7d86483f1626ddb1db
1,371,319,878
27.789817
-80.624205
0
1,281,712
2020-06-15 18:11:42
3,576,511,691,045,060
fraud_Zboncak LLC
food_dining
3.55
Leah
Garner
F
147 Mckinney Run Apt. 743
Ehrhardt
SC
29,081
33.1044
-81.0221
1,352
Engineer, materials
1992-10-08
44794846bcbf7d6fba4b909295e60988
1,371,319,902
33.212265
-80.395585
0
1,281,713
2020-06-15 18:12:27
4,742,883,543,039,288,000
fraud_Pfeffer and Sons
shopping_pos
8.34
Cassandra
Sanders
F
78117 George Mountains
Paauilo
HI
96,776
20.0271
-155.3697
1,490
Scientist, research (maths)
1991-04-13
8bc48f3224ebc4e1e846cc612361a769
1,371,319,947
20.27164
-155.531857
0
1,281,714
2020-06-15 18:12:31
4,585,132,874,641
fraud_Kihn, Abernathy and Douglas
shopping_net
2.83
Karen
Gordon
F
543 Ware Path Apt. 593
Utica
MO
64,686
39.7417
-93.6289
271
Land/geomatics surveyor
1972-04-18
fd904acd5078c9dc15db1367fc5dd604
1,371,319,951
39.667799
-93.592186
0
1,281,715
2020-06-15 18:12:34
3,573,386,445,588,324
fraud_Kirlin and Sons
personal_care
88.43
Stephanie
Murphy
F
526 Stacy Walks
Barnard
SD
57,426
45.7205
-98.5534
63
Systems developer
1969-10-30
f9708437812ae15eb230dc3f5a673dff
1,371,319,954
45.566738
-98.978753
0
1,281,716
2020-06-15 18:12:35
345,933,964,507,467
fraud_Halvorson Group
misc_pos
2.13
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
e2c51dfbeb4344c6ab291cd5ad160c8c
1,371,319,955
37.678096
-75.835972
0
1,281,717
2020-06-15 18:12:59
6,011,652,924,285,713
fraud_White and Sons
home
36.67
Kathryn
Smith
F
19838 Tonya Prairie Apt. 947
Rocky Mount
MO
65,072
38.2911
-92.7059
1,847
Tax inspector
1988-10-26
79635f2f364a48312268615c9dddd3df
1,371,319,979
37.91242
-93.359866
0
1,281,718
2020-06-15 18:13:30
4,364,010,865,167,176
fraud_Nienow, Barrows and Romaguera
personal_care
17.18
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
97df2c9eccc6265067aa0417b01e9f2b
1,371,320,010
39.295876
-118.930089
0
1,281,719
2020-06-15 18:13:38
6,011,504,998,544,485
fraud_Haley, Jewess and Bechtelar
shopping_pos
4.76
Ashley
Whitney
F
4038 Smith Avenue
Jones
AL
36,749
32.5104
-86.8138
1,089
Materials engineer
1971-11-02
3020dd9fc462a99e4da7b706da20a920
1,371,320,018
33.504528
-85.909465
0
1,281,720
2020-06-15 18:13:44
30,404,291,151,692
fraud_Dare, Casper and Bartoletti
kids_pets
62.52
Savannah
Lewis
F
537 Walker Freeway
North Tonawanda
NY
14,120
43.0498
-78.851
45,100
Ambulance person
1993-10-25
5d4a811089521219349466a808048e80
1,371,320,024
42.490368
-78.28567
0
1,281,721
2020-06-15 18:13:57
6,011,724,471,098,086
fraud_Abbott-Steuber
personal_care
61.21
Ann
Lawson
F
144 Evans Islands Apt. 683
Burbank
WA
99,323
46.1966
-118.9017
3,684
Musician
1981-11-29
38958899fe650e32b55c02007305dee3
1,371,320,037
45.554232
-118.856245
0
1,281,722
2020-06-15 18:14:07
2,235,335,206,132,667
fraud_Feil-Morar
health_fitness
70.69
Maria
Rosales
F
6611 Parrish Garden Apt. 428
Waynesfield
OH
45,896
40.6072
-83.9585
2,089
Building control surveyor
1963-06-22
f0a0e3ee62a8bab26ed13e48a56f47b3
1,371,320,047
40.598286
-83.240246
0
1,281,723
2020-06-15 18:14:10
340,951,438,290,556
fraud_Effertz LLC
entertainment
80.07
Maria
Garcia
F
865 Thomas Village
Orangeburg
NY
10,962
41.0442
-73.9609
5,950
Records manager
1971-07-02
edf1b893f7d15745fdc6b7f1461c0596
1,371,320,050
40.650805
-73.690252
0
1,281,724
2020-06-15 18:15:07
6,011,399,591,920,186
fraud_Bradtke, Torp and Bahringer
personal_care
5.94
Maria
Roy
F
58665 Nicholas Ford Suite 348
Sheffield
MA
1,257
42.1001
-73.3611
2,121
Radio producer
1973-10-14
e7c800c09e8ef9bbb1780f624777b3ef
1,371,320,107
41.101385
-73.978724
0
1,281,725
2020-06-15 18:15:17
4,874,017,206,859,125
fraud_Cronin, Kshlerin and Weber
health_fitness
36.65
Lauren
Williams
F
065 Jones Stravenue
Lake Oswego
OR
97,034
45.4093
-122.6847
42,817
Planning and development surveyor
1982-05-28
f0bb917bfb8ce1b663d33bf3aa4caef9
1,371,320,117
44.654856
-122.446669
0
1,281,726
2020-06-15 18:15:26
4,562,827,002,127
fraud_Hermann and Sons
shopping_pos
6.9
Christopher
Johnson
M
28711 Kristine Junction Suite 309
Greenville
OH
45,331
40.0987
-84.6342
22,930
Media planner
1971-11-26
a1f950adb6dea5294fba0729eaa95b48
1,371,320,126
40.247466
-84.871432
0
1,281,727
2020-06-15 18:15:36
4,451,438,912,406,400
fraud_Botsford Ltd
shopping_pos
151.84
Cheryl
Morgan
F
7535 Amanda Manors Suite 293
Norman
AR
71,960
34.4596
-93.6743
1,383
Manufacturing engineer
1999-09-11
abe26f3f7899b3af986f48c809c8e8f6
1,371,320,136
34.682046
-94.304901
0
1,281,728
2020-06-15 18:15:41
502,038,091,380
fraud_Kassulke Inc
entertainment
76.16
Kurt
Peters
M
7290 Ashlee Keys
Kissee Mills
MO
65,680
36.6704
-93.0377
1,201
Engineer, agricultural
1980-03-18
8b60f364f367b12098a91bc9e71ce251
1,371,320,141
36.834026
-93.482231
0
1,281,729
2020-06-15 18:15:49
6,011,149,206,456,997
fraud_Lowe, Dietrich and Erdman
kids_pets
47.62
Jeffrey
White
M
8617 Holmes Terrace Suite 651
Tuscarora
MD
21,790
39.2667
-77.5101
100
Production assistant, television
1979-12-11
468513df335566f3f6a2e90e52e091da
1,371,320,149
38.526133
-77.615919
0
1,281,730
2020-06-15 18:17:05
4,464,457,352,619
fraud_Lubowitz-Walter
kids_pets
1.03
Breanna
Rodriguez
F
118 Cabrera Springs Apt. 105
Lanark Village
FL
32,323
29.8826
-84.5964
217
Television production assistant
1990-01-24
d80c177d6888356cea3fa9d60f4089f6
1,371,320,225
29.688975
-84.76729
0
1,281,731
2020-06-15 18:17:18
4,488,258,847,705,225,700
fraud_Graham and Sons
health_fitness
35.72
Jessica
Shaw
F
5745 Blair Locks
West Columbia
SC
29,170
33.9568
-81.1405
52,126
Chemical engineer
1929-08-23
e11bc616f9ffc9fb0200004639af28f8
1,371,320,238
33.326322
-81.159709
0
1,281,732
2020-06-15 18:17:43
4,841,313,716,651,064
fraud_Daugherty, Pouros and Beahan
shopping_pos
136.97
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
165d413a873a83daa1a7b16f251f6c07
1,371,320,263
43.663772
-71.993552
0
1,281,733
2020-06-15 18:17:54
4,601,636,330,889
fraud_Waelchi Inc
kids_pets
26.15
Mark
Rivera
M
383 Contreras Hills Suite 658
Humble
TX
77,338
30.0041
-95.2825
194,500
Tax adviser
1990-12-18
66b99458739fda0e12466f18fae4f9fa
1,371,320,274
29.143226
-94.581909
0
1,281,734
2020-06-15 18:17:57
4,623,560,839,669
fraud_Schuppe-Schuppe
food_dining
29.45
Vincent
Waller
M
9379 Vanessa Run Apt. 400
Lohrville
IA
51,453
42.2619
-94.5566
695
Administrator
1954-07-15
9b33da65630dd61d92298b0968c8a92f
1,371,320,277
41.750722
-95.187046
0
1,281,735
2020-06-15 18:18:30
4,939,976,756,738,216
fraud_Friesen Ltd
health_fitness
45.18
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
58db37fc837bac4b3acb677f11f79389
1,371,320,310
25.825853
-98.621437
0
1,281,736
2020-06-15 18:18:34
213,154,573,301,411
fraud_Bahringer, Schoen and Corkery
shopping_pos
116.12
Christopher
Sheppard
M
39218 Baker Shoals
Bristow
IN
47,515
38.1981
-86.6821
965
Horticultural therapist
1982-02-10
2507ee47c18e266c0e83bce7117dde51
1,371,320,314
38.621259
-86.903023
0
1,281,737
2020-06-15 18:19:30
3,567,697,931,646,329
fraud_Corwin-Romaguera
travel
7.66
John
Stevens
M
428 Morgan River
Hudson
NY
12,534
42.247
-73.7552
17,867
Travel agency manager
1998-07-29
282eb9b0aeaf249371da346f9338b06b
1,371,320,370
43.155032
-72.898425
0
1,281,738
2020-06-15 18:21:01
30,235,268,718,158
fraud_Gulgowski LLC
home
136.02
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
cdaceabb05fa6865be35d6fc22ec0006
1,371,320,461
41.982188
-74.075864
0
1,281,739
2020-06-15 18:21:18
3,547,574,373,318,979
fraud_O'Connell, Botsford and Hand
home
22.96
Jacob
Patel
M
54822 Hill Forks
Dieterich
IL
62,424
39.0319
-88.4074
2,092
Psychologist, clinical
1962-04-30
e042976934b34a95718552c48546ca71
1,371,320,478
39.137782
-88.06535
0
1,281,740
2020-06-15 18:22:33
370,877,495,212,014
fraud_Kutch-Ferry
home
24.11
Sarah
Clark
F
25961 Beverly Union Apt. 042
North Wilkesboro
NC
28,659
36.2017
-81.1286
21,134
Dispensing optician
1984-03-06
48dc2e2ffef6111e37a16b4a6d352e56
1,371,320,553
35.384059
-81.362772
0
1,281,741
2020-06-15 18:22:55
30,011,465,039,817
fraud_Botsford PLC
home
30.16
Lisa
Garcia
F
213 Gill Expressway
Chatham
NY
12,037
42.3496
-73.5873
4,015
Human resources officer
1971-10-14
0f3329d05aa48de770e58885b91c1fa0
1,371,320,575
42.785205
-73.275797
0
1,281,742
2020-06-15 18:23:40
4,396,682,467,723
fraud_Gottlieb Group
kids_pets
53
Scott
Cole
M
646 Louis Fort Apt. 665
North Las Vegas
NV
89,084
36.2815
-115.1482
214,518
Catering manager
1960-01-16
8b92ae6997291a236b6535139e6c51d0
1,371,320,620
36.810999
-115.806525
0
1,281,743
2020-06-15 18:23:51
5,540,636,818,935,089
fraud_Schumm PLC
shopping_net
6.73
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
bddf3cccb3b27965ed866b616ae6d1e5
1,371,320,631
42.725352
-70.437848
0
1,281,744
2020-06-15 18:24:08
630,484,879,808
fraud_Jast and Sons
food_dining
63.18
Ian
Patton
M
8088 Sherman Radial Suite 689
Helm
CA
93,627
36.4992
-120.0936
123
Early years teacher
1973-02-07
3d09bab70023c90c4decb515900d4efd
1,371,320,648
37.448018
-120.13896
0
1,281,745
2020-06-15 18:24:25
4,209,696,857,872,688,600
fraud_Torp, Muller and Borer
health_fitness
29.28
Sarah
Bell
F
6963 Russell Causeway Suite 231
Galatia
IL
62,935
37.8274
-88.6235
1,943
Restaurant manager, fast food
1971-10-19
2afc5dacec614d1c809de35b78eb78f9
1,371,320,665
37.013306
-88.476755
0
1,281,746
2020-06-15 18:24:49
213,153,151,785,052
fraud_Yost, Schamberger and Windler
kids_pets
40.15
Rebecca
Conley
F
181 Moreno Light Apt. 215
Tomahawk
WI
54,487
45.4963
-89.7273
9,594
Seismic interpreter
1997-11-23
2d021a36500bd396cf136236b9618f6d
1,371,320,689
44.55414
-89.69699
0
1,281,747
2020-06-15 18:25:03
3,533,800,906,065,217
fraud_Kassulke Inc
entertainment
1.19
Amber
Thornton
F
840 Werner Lock Apt. 852
Campbell
NE
68,932
40.2967
-98.737
493
Surveyor, minerals
1940-09-13
26cc4303fc32f422ae1e2c3420248a70
1,371,320,703
40.8599
-99.638776
0
1,281,748
2020-06-15 18:25:31
2,242,542,703,101,233
fraud_Swaniawski, Nitzsche and Welch
health_fitness
116.56
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
1e32a68de2e02062c7202e0fc629ba35
1,371,320,731
38.112682
-85.170279
0
1,281,749
2020-06-15 18:25:35
3,500,969,075,198,072
fraud_Ziemann-Waters
health_fitness
6.02
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
1999-05-31
65306d98a2e15eb3c153d9471ed0673f
1,371,320,735
47.981416
-117.156736
0
1,281,750
2020-06-15 18:26:14
373,905,417,449,658
fraud_Torphy-Kertzmann
health_fitness
10.27
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
1970-11-12
abfe2fd4505df69f38c654c16cd568f1
1,371,320,774
32.073837
-97.62535
0
1,281,751
2020-06-15 18:26:21
4,861,310,130,652,567,000
fraud_Jacobi and Sons
shopping_pos
95.22
Ashley
Cruz
F
65417 Walsh Radial Suite 691
Saint Amant
LA
70,774
30.2385
-90.8435
10,076
Surveyor, rural practice
1977-12-16
b00cf574bd16bf6bea33c9910cdac017
1,371,320,781
29.537712
-90.273758
0
1,281,752
2020-06-15 18:26:54
2,720,433,095,629,877
fraud_Spencer-Runolfsson
misc_pos
8.41
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
b088ccb79e54dbc29b332480f1f4b93c
1,371,320,814
44.938728
-68.968665
0
1,281,753
2020-06-15 18:26:57
30,131,826,429,364
fraud_Shields-Wunsch
health_fitness
20.04
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
60cfdc9f4c64e98c66b4d48d05b2b41e
1,371,320,817
36.804084
-84.16711
0
1,281,754
2020-06-15 18:27:14
3,585,740,823,295,298
fraud_Bode-Rempel
kids_pets
48.38
James
Greene
M
082 Hernandez Bypass Apt. 886
Quanah
TX
79,252
34.2956
-99.7494
3,202
Librarian, public
1998-03-18
3b76bc6a0043f5e03e02e86d3a9a5080
1,371,320,834
34.922015
-99.146488
0
1,281,755
2020-06-15 18:27:58
4,839,043,708,100,390
fraud_Hermiston, Pacocha and Smith
health_fitness
218.61
Meredith
Campbell
F
043 Hanson Turnpike
Hedrick
IA
52,563
41.1826
-92.3097
1,583
Geochemist
1999-06-28
803d43c912ffed97b56aabba520f82a8
1,371,320,878
42.031693
-91.971523
0
1,281,756
2020-06-15 18:28:04
3,581,130,339,108,561
fraud_Kautzer and Sons
personal_care
23.25
Gregory
Wood
M
622 Robert Summit
Akron
OH
44,307
41.0695
-81.5488
272,134
Call centre manager
1964-03-15
87be32d2763d01f21048877146d6bc86
1,371,320,884
40.099603
-82.366649
0
1,281,757
2020-06-15 18:28:28
4,642,255,475,285,942
fraud_Torphy-Goyette
shopping_pos
7.54
Sabrina
Johnson
F
320 Nicholson Orchard
Thompson
UT
84,540
38.9999
-109.615
46
Surveyor, minerals
1987-04-23
1c53b99bcc1cb00f2c073ced50484185
1,371,320,908
38.425711
-108.634871
0
1,281,758
2020-06-15 18:28:32
213,153,151,785,052
fraud_Jacobi Inc
health_fitness
87.13
Rebecca
Conley
F
181 Moreno Light Apt. 215
Tomahawk
WI
54,487
45.4963
-89.7273
9,594
Seismic interpreter
1997-11-23
cbadb4aeacd4d8057421d5c30022edc8
1,371,320,912
45.544283
-90.518397
0
1,281,759
2020-06-15 18:28:44
4,469,777,115,158,235,000
fraud_Friesen Inc
shopping_pos
2.23
Gregory
Graham
M
4005 Dana Glens
Methuen
MA
1,844
42.728
-71.181
47,249
Market researcher
1980-11-22
d95af85ec1dc586b298e79c9b7a83fab
1,371,320,924
42.850951
-70.639233
0
1,281,760
2020-06-15 18:28:52
377,234,009,633,447
fraud_Beer-Jast
kids_pets
106.72
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
2a0f7fb534da211386fe1e72829d5aea
1,371,320,932
39.338061
-76.916856
0
1,281,761
2020-06-15 18:29:00
2,720,433,095,629,877
fraud_Romaguera Ltd
health_fitness
4.67
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
2907bdd5554d5c3da92fe46059554dc2
1,371,320,940
44.811921
-70.759569
0
1,281,762
2020-06-15 18:29:18
4,873,783,502,705,038
fraud_Windler LLC
kids_pets
18.81
Elizabeth
Maxwell
F
194 Goodman Fall Apt. 569
Burlington
WA
98,233
48.4786
-122.3345
14,871
Public house manager
1974-03-10
7da429fd9a597f7be49bae550cffabf7
1,371,320,958
47.657804
-123.071949
0
1,281,763
2020-06-15 18:29:51
5,388,659,976,630,693
fraud_Bednar PLC
kids_pets
9.12
Charles
Preston
M
5364 William Harbor
Seneca
WI
54,654
43.2064
-90.9405
153
Quantity surveyor
1962-02-14
257a9a2561b3514c72a26b502b24b322
1,371,320,991
43.121553
-90.677242
0
1,281,764
2020-06-15 18:29:53
567,868,110,212
fraud_Shanahan-Lehner
personal_care
26.12
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
1984-12-16
0f2baef911190d533d5089b63a8ca7d9
1,371,320,993
30.314531
-95.99821
0
1,281,765
2020-06-15 18:29:53
3,598,304,579,370,089
fraud_Metz-Boehm
shopping_pos
2.02
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
da74a73c6c220d673cc70dc11a6d40b0
1,371,320,993
37.407474
-96.753684
0
1,281,766
2020-06-15 18:30:40
3,541,160,328,600,277
fraud_Bernier, Volkman and Hoeger
misc_net
25.16
Jason
Singh
M
4720 Anna Ways
Murrayville
IL
62,668
39.5723
-90.2379
1,512
Commercial/residential surveyor
2003-05-07
c4f06dc2a8f6bd7d5e7cb290af862408
1,371,321,040
39.614873
-89.794399
0
1,281,767
2020-06-15 18:31:21
630,469,040,731
fraud_Lakin, Ferry and Beatty
food_dining
2.39
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
1936-05-01
4cab3ffd1e424a1c346665a53db29d13
1,371,321,081
45.305014
-120.869538
0
1,281,768
2020-06-15 18:31:53
3,575,789,281,659,026
fraud_Ernser-Feest
home
55.09
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
838d6b05e861fc3e7c4872d3affd0730
1,371,321,113
39.690217
-93.373502
0
1,281,769
2020-06-15 18:32:32
4,939,976,756,738,216
fraud_Goyette, Howell and Collier
shopping_pos
116.06
Michelle
Johnston
F
3531 Hamilton Highway
Roma
TX
78,584
26.4215
-99.0025
18,128
IT trainer
1990-11-07
97ea3c33db52be92283f6abaf1672761
1,371,321,152
25.857063
-99.482057
0
1,281,770
2020-06-15 18:32:45
4,587,657,402,165,341,700
fraud_Mante Group
misc_net
112.23
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
2004-05-08
c9fb1a536920ddac61786cf8f605fbb0
1,371,321,165
40.904314
-86.780273
0
1,281,771
2020-06-15 18:33:14
5,540,636,818,935,089
fraud_Yost, Block and Koepp
misc_pos
49.36
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
637e6bf6c546cde261c83d9d58d1c987
1,371,321,194
43.074741
-71.876333
0
1,281,772
2020-06-15 18:33:33
38,947,654,498,698
fraud_Beier and Sons
home
2.03
Lori
Rodriguez
F
12087 Michael Light
Creola
OH
45,622
39.3543
-82.503
321
Copywriter, advertising
1979-06-24
0bc8e3dbfccb3e906acafcc6eb87ebe3
1,371,321,213
39.988117
-82.114365
0
1,281,773
2020-06-15 18:33:45
4,862,293,128,558
fraud_Schiller Ltd
personal_care
13.13
Elizabeth
Payne
F
897 Daugherty Mission
Grassflat
PA
16,839
41.0036
-78.1104
489
Pension scheme manager
1956-09-15
d3564ec451e820b350e9c741869ee838
1,371,321,225
40.651997
-78.379806
0
1,281,774
2020-06-15 18:34:00
180,084,576,295,055
fraud_Morissette-Schaefer
personal_care
74.5
David
Kirby
M
133 Alyssa Plains
Lolita
TX
77,971
28.7724
-96.4793
911
Archaeologist
1970-01-18
68a8c813f6368a7e12320580aa8f4522
1,371,321,240
28.246939
-96.452919
0
1,281,775
2020-06-15 18:34:21
3,595,192,916,105,588
fraud_Fadel, Mertz and Rippin
entertainment
25.43
Dustin
Roberts
M
3283 James Station
Fayetteville
NC
28,314
35.0583
-79.008
238,602
Scientist, research (maths)
1993-05-14
35eee3ca91949889b732dd24b3664d7b
1,371,321,261
35.542851
-79.071349
0
1,281,776
2020-06-15 18:34:27
4,427,805,710,168
fraud_Nienow PLC
entertainment
12.18
Michelle
Rodriguez
F
1742 Brandon Squares Apt. 461
Ruidoso
NM
88,355
33.3305
-105.6933
8,874
Licensed conveyancer
2000-08-16
30b268cefb2648c3e17eccd24bb0a2cf
1,371,321,267
33.26672
-105.429986
0
1,281,777
2020-06-15 18:34:51
4,788,103,653,396
fraud_Zemlak, Tillman and Cremin
personal_care
15.21
Kristin
Williams
F
36366 Smith Road
Miamisburg
OH
45,342
39.6321
-84.2675
36,784
Investment banker, corporate
1941-07-31
118e2f28c6bdd60fcce495cda84aa978
1,371,321,291
40.45568
-84.369977
0
1,281,778
2020-06-15 18:35:18
3,521,417,320,836,166
fraud_Greenholt, O'Hara and Balistreri
shopping_net
167.17
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
95ce664a3c15ca8acf6d9f7488f08c07
1,371,321,318
39.182057
-86.123559
0
1,281,779
2020-06-15 18:35:22
2,283,743,876,903,625
fraud_Daugherty LLC
kids_pets
3.79
Shannon
Williams
F
9345 Spencer Junctions Suite 183
Alpharetta
GA
30,009
34.077
-84.3033
165,556
Prison officer
1997-12-27
293d672618be7261aad914b0893d0d9a
1,371,321,322
34.830314
-85.183951
0
1,281,780
2020-06-15 18:36:00
6,540,981,358,631,302
fraud_Durgan, Gislason and Spencer
home
99.78
Bryan
Torres
M
152 James Centers Apt. 768
Detroit
MI
48,221
42.426
-83.15
673,342
Retail manager
1967-06-19
117992ab8dbffa68ef76a69932ac652f
1,371,321,360
41.743877
-83.034053
0
1,281,781
2020-06-15 18:36:11
376,656,886,990,758
fraud_Ruecker-Mayert
kids_pets
33.89
Richard
Vance
M
169 Shelia Knoll Suite 753
Zavalla
TX
75,980
31.1569
-94.3871
2,836
Designer, jewellery
1985-12-03
c4a29707831b941a076af7f7b7880a8c
1,371,321,371
31.495003
-95.14672
0
1,281,782
2020-06-15 18:36:17
4,079,773,899,158
fraud_Dibbert-Green
entertainment
18.14
Eric
Preston
M
7020 Doyle Stream Apt. 951
Mesa
ID
83,643
44.6255
-116.4493
129
Cartographer
1965-12-15
1009be8a09a265c9cf691aaae64e62e5
1,371,321,377
44.967811
-116.064415
0
1,281,783
2020-06-15 18:36:47
2,254,917,871,818,484
fraud_Leannon-Ward
food_dining
8.8
Margaret
Gibson
F
382 Williams Stream Suite 197
Scotland
MD
20,687
38.0828
-76.3477
313
Insurance underwriter
1976-03-26
97e3f732c864cba1d6499640df6fdc07
1,371,321,407
37.467905
-76.523987
0
1,281,784
2020-06-15 18:36:56
4,683,520,018,489,354
fraud_Konopelski, Schneider and Hartmann
food_dining
6.25
Charles
Carrillo
M
17547 Stephen Turnpike Apt. 846
Hawthorne
CA
90,250
33.9143
-118.3493
93,193
Editor, magazine features
1995-04-19
f721edc6fe7775e32f6776f20b3826a5
1,371,321,416
34.632883
-119.009592
0
1,281,785
2020-06-15 18:37:21
3,573,030,041,201,292
fraud_Barrows PLC
shopping_pos
4.62
Joanne
Williams
F
3638 Marsh Union
Altonah
UT
84,002
40.3207
-110.436
302
Sales professional, IT
1990-01-17
4dfef8feec08d54e0e1f151629847e47
1,371,321,441
40.602762
-110.980636
0
1,281,786
2020-06-15 18:37:45
30,026,790,933,302
fraud_Friesen Ltd
health_fitness
75.31
John
Peters
M
555 Michael Burgs
Mayersville
MS
39,113
32.9013
-91.0286
595
Technical brewer
1979-09-03
5ffbb13cf651fbf27e260969359ab603
1,371,321,465
32.591657
-91.857676
0
1,281,787
2020-06-15 18:37:46
30,033,162,392,091
fraud_Jerde-Hermann
travel
468.41
Kevin
Summers
M
7302 Samantha Mission
Carroll
NE
68,723
42.277
-97.1926
566
Metallurgist
1975-01-26
1b89276dcd6f2abcfefcae6efeb3581e
1,371,321,466
42.906143
-98.125399
0
1,281,788
2020-06-15 18:38:10
30,074,693,890,476
fraud_Denesik, Powlowski and Pouros
home
30.57
Kelsey
Richards
F
889 Sarah Station Suite 624
Holcomb
KS
67,851
37.9931
-100.9893
2,691
Arboriculturist
1993-08-16
7c5b907472204612111add6fc0263faf
1,371,321,490
37.109665
-100.392868
0
1,281,789
2020-06-15 18:38:36
3,575,540,972,310,993
fraud_Hagenes, Kohler and Hoppe
food_dining
1.15
Rachel
Villarreal
F
250 Carrie Throughway
University
MS
38,677
34.3396
-89.5736
4,198
Curator
2001-06-22
0a9776e5467c69cd75ffd5625072cd46
1,371,321,516
34.821196
-89.64555
0
1,281,790
2020-06-15 18:39:01
3,589,255,887,819,806
fraud_Gleason-Macejkovic
shopping_net
8.58
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
1984-02-14
515b9685a9e6fccfb45136a178c1b2b5
1,371,321,541
39.846797
-77.259017
0
1,281,791
2020-06-15 18:39:14
2,712,209,726,293,386
fraud_Torphy-Kertzmann
health_fitness
128.5
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
244d5343d9c69b8f3a95efa67904480e
1,371,321,554
29.661319
-90.567107
0
1,281,792
2020-06-15 18:39:38
60,416,207,185
fraud_Bahringer, Bergnaum and Quitzon
home
128.53
Mary
Diaz
F
9886 Anita Drive
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Information systems manager
1986-02-17
a8d9c19fdcded4ce06f77b1782e2355f
1,371,321,578
42.938611
-109.470214
0
1,281,793
2020-06-15 18:39:48
213,198,837,352,314
fraud_Carroll PLC
health_fitness
78.95
John
Vega
M
4483 Sharp Ferry Apt. 468
Garfield
KS
67,529
38.0649
-99.2374
365
Equality and diversity officer
1991-02-03
31c58e83be559848b1f2632a9a15090d
1,371,321,588
37.600274
-100.053442
0
1,281,794
2020-06-15 18:40:03
3,565,423,334,076,143
fraud_Hoppe-Parisian
kids_pets
23.83
Nathan
Thomas
M
4923 Campbell Pines Suite 717
Carlisle
IN
47,838
38.9763
-87.3667
4,081
Energy engineer
1938-03-15
3d91aa95941755d124d0b322c4097d78
1,371,321,603
38.649669
-86.816144
0
1,281,795
2020-06-15 18:40:50
4,635,330,563,105,903
fraud_Roob, Conn and Tremblay
shopping_pos
7.27
Christina
Rose
F
1984 Taylor Island Suite 836
Falls Church
VA
22,046
38.8856
-77.1802
116,155
Chartered accountant
1983-07-10
04b368ecf27075e7b02ab03779248efe
1,371,321,650
37.940066
-77.66704
0
1,281,796
2020-06-15 18:41:14
4,158,945,090,781,624
fraud_Bernhard, Grant and Langworth
shopping_pos
1.62
Justin
Bell
M
5323 Walker Island
Pittsburgh
PA
15,217
40.4308
-79.9205
687,276
Scientist, marine
1973-10-19
cefe18539cc1422303df8462ed9c722a
1,371,321,674
39.508887
-79.758192
0
1,281,797
2020-06-15 18:41:44
213,120,463,918,358
fraud_Cronin, Kshlerin and Weber
health_fitness
74.49
Willie
Jordan
M
529 West Key
Spearsville
LA
71,277
32.955
-92.587
1,758
Psychologist, forensic
1957-08-08
661e78f44fb89fb4a1c4d27b33c328ae
1,371,321,704
31.979243
-91.74829
0
1,281,798
2020-06-15 18:42:13
6,534,628,260,579,800
fraud_Lowe, Dietrich and Erdman
kids_pets
31.99
Christine
Harris
F
29606 Martinez Views Suite 653
Hinesburg
VT
5,461
44.3346
-73.098
4,542
Claims inspector/assessor
1998-03-19
27b889333fa88b604880ccb1798d3dbd
1,371,321,733
43.577245
-72.444506
0
1,281,799
2020-06-15 18:42:14
373,905,417,449,658
fraud_Swaniawski, Lowe and Robel
shopping_pos
8.03
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
1970-11-12
1dc268191084dc2ecd4c8bba25892452
1,371,321,734
31.658635
-97.841755
0