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
1,289,800
2020-06-18 16:49:44
3,504,178,999,463,051
fraud_Runte, Green and Emard
health_fitness
137.38
Drew
Garcia
M
70858 Jasmine Meadows Apt. 135
Lima
OH
45,801
40.7641
-84.0973
86,954
Copywriter, advertising
1992-07-23
5c6eb43fa5d16cac01db0e162135c29b
1,371,574,184
39.987737
-83.752961
0
1,289,801
2020-06-18 16:50:57
639,030,014,711
fraud_Eichmann-Kilback
home
102.07
Stephen
Lopez
M
696 Matthew Ford Suite 157
Olmsted
IL
62,970
37.1935
-89.0933
639
Mechanical engineer
1982-08-01
390ee8b937cce98be158bad7474f15d8
1,371,574,257
37.226638
-88.523881
0
1,289,802
2020-06-18 16:51:31
4,104,312,520,615,374
fraud_Morissette PLC
shopping_pos
5.29
Brooke
Rodriguez
F
901 Todd Gardens Apt. 466
Mountain Center
CA
92,561
33.6401
-116.5567
1,661
Therapist, music
1988-09-19
e167634616587c3be9a78322dfaffb65
1,371,574,291
33.484635
-116.326051
0
1,289,803
2020-06-18 16:51:35
676,118,385,837
fraud_Wilkinson PLC
kids_pets
20.35
Katelyn
Wise
F
674 Maureen Summit Apt. 276
Scotts Mills
OR
97,375
44.9897
-122.6187
1,252
Engineer, petroleum
1937-02-06
e333ff174237a28a09f90141c9bf9ccc
1,371,574,295
44.32278
-122.121123
0
1,289,804
2020-06-18 16:51:40
4,259,996,134,423
fraud_Turner LLC
travel
3.91
Julie
Johnson
F
9331 Robert Passage Suite 327
Hudson
KS
67,545
38.1485
-98.6408
215
Probation officer
1968-11-22
b583914013898dbbf6858c9bc4bed63f
1,371,574,300
38.355115
-99.283874
0
1,289,805
2020-06-18 16:53:17
6,011,329,966,782,895
fraud_Lynch-Wisozk
home
5.38
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
0faaf61d7fac370922e3441834f196c4
1,371,574,397
35.174163
-96.319274
0
1,289,806
2020-06-18 16:55:25
6,011,231,546,538,393
fraud_Ritchie, Bradtke and Stiedemann
travel
3.5
Johnny
Bennett
M
321 Camacho Causeway
Boonton
NJ
7,005
40.9115
-74.414
15,269
Psychologist, sport and exercise
1993-07-05
35778b364d8314383e73c7fd8f64663a
1,371,574,525
41.492939
-74.724701
0
1,289,807
2020-06-18 16:55:58
30,230,540,139,182
fraud_Hoppe-Parisian
kids_pets
42.58
Hayden
Sanders
M
8465 Reed Green Suite 559
Montandon
PA
17,850
40.9661
-76.8575
645
Orthoptist
1974-05-18
f0fb9abeaebc30f126a14951cd25f624
1,371,574,558
40.641272
-75.949889
0
1,289,808
2020-06-18 16:56:07
345,389,171,551,808
fraud_Reichert-Weissnat
travel
4.3
Justin
Fowler
M
5569 Phillips Neck Apt. 003
Coffeeville
MS
38,922
33.9215
-89.6782
3,451
Financial trader
1984-05-19
1c5a1c17e3fb486befa2c99ff672a755
1,371,574,567
34.767539
-89.726327
0
1,289,809
2020-06-18 16:56:35
4,518,350,514,020,532
fraud_Cruickshank-Mills
entertainment
5.18
Christopher
Gregory
M
9579 Porter Tunnel
Wauchula
FL
33,873
27.5517
-81.8074
14,742
Teaching laboratory technician
1993-02-26
6378eec555375aacbc4848385d6288de
1,371,574,595
28.371123
-81.565804
0
1,289,810
2020-06-18 16:57:10
4,981,132,848,794
fraud_Cruickshank-Mills
entertainment
40.23
Joseph
Spencer
M
7854 Stephanie Island Suite 788
Holloway
OH
43,985
40.0113
-80.9701
128
Child psychotherapist
1946-04-03
489a962cdb93feaeff0107dd3475f07d
1,371,574,630
40.567242
-80.73799
0
1,289,811
2020-06-18 16:59:19
6,593,250,708,747,804
fraud_Hilpert-Conroy
kids_pets
70.05
Melissa
Meza
F
244 Abbott Parkway
Loxahatchee
FL
33,470
26.7383
-80.276
26,551
Paramedic
1977-01-04
b602b5d30acd74b9f7f35953b78d2a42
1,371,574,759
27.208823
-80.060695
0
1,289,812
2020-06-18 16:59:39
3,501,509,250,702,469
fraud_Bernhard, Grant and Langworth
shopping_pos
3.79
Frank
Anderson
M
0611 Stafford Valley Suite 504
Naples
FL
34,112
26.1184
-81.7361
276,002
Programme researcher, broadcasting/film/video
1979-01-02
d0882aa0cf0c26187097ab8818ac7332
1,371,574,779
26.771619
-81.706514
0
1,289,813
2020-06-18 17:00:21
4,500,002,361,389
fraud_Sporer-Keebler
personal_care
38.35
Joseph
Nixon
M
86882 Desiree Camp Suite 047
Tyaskin
MD
21,865
38.2833
-75.8465
470
Music tutor
1965-04-07
ceb7516cc5e488637ff5e38711a01607
1,371,574,821
37.732324
-76.336443
0
1,289,814
2020-06-18 17:00:32
2,285,066,385,084,291
fraud_Kertzmann LLC
health_fitness
84.71
Richard
Brown
M
17819 Jose Mount Suite 657
Heidelberg
MS
39,439
31.882
-88.9981
4,573
Exhibitions officer, museum/gallery
1988-02-15
f1dc986f17182ff25e1252c53f3df1bb
1,371,574,832
32.145448
-88.857135
0
1,289,815
2020-06-18 17:02:50
30,199,621,383,748
fraud_Lang, Towne and Schuppe
kids_pets
29.82
Theresa
Powell
F
117 Natasha Vista Suite 936
Leonard
TX
75,452
33.4044
-96.2238
4,090
Sub
1977-03-23
d75d53cb64aaaa5488d23bc92f7553da
1,371,574,970
33.477317
-95.488956
0
1,289,816
2020-06-18 17:03:51
6,011,917,798,331,152
fraud_Daugherty LLC
kids_pets
111.79
William
Johnson
M
50843 Vincent Mission
South Londonderry
VT
5,155
43.1699
-72.8515
828
Scientific laboratory technician
1957-08-30
7e3978672cc246a04d7f1bdd01420ac9
1,371,575,031
42.674235
-73.242593
0
1,289,817
2020-06-18 17:04:11
3,596,217,206,093,829
fraud_Towne LLC
misc_pos
96.97
Sara
Ramirez
F
23843 Scott Island
Birmingham
IA
52,535
40.8626
-91.9534
888
Camera operator
1988-03-25
eb3f3434e8e787b3d50697b684196a1a
1,371,575,051
41.737964
-91.352787
0
1,289,818
2020-06-18 17:04:17
581,686,439,828
fraud_Kutch-Wilderman
home
29.8
Larry
House
M
911 Sabrina Trafficway
Cochranton
PA
16,314
41.5205
-80.0573
5,507
Retail merchandiser
1973-07-28
94b87fdf6991ad21a6cbee4b6cbb9dbe
1,371,575,057
42.204184
-80.879912
0
1,289,819
2020-06-18 17:05:07
3,559,160,581,764,413
fraud_Goyette, Howell and Collier
shopping_pos
132.42
Allen
Bell
M
70147 Amanda Fields
Saint Bonaventure
NY
14,778
42.2701
-78.6847
1,453
Toxicologist
1974-02-15
3724d9f19ab6fe96d79f36eb182437c2
1,371,575,107
42.628849
-77.842753
0
1,289,820
2020-06-18 17:05:18
6,597,888,193,422,452
fraud_Rolfson-Kunde
personal_care
46.04
Bill
Lane
M
4725 Hurst Curve Apt. 634
Holliday
TX
76,366
33.6751
-98.6576
2,317
Chief Technology Officer
1964-08-23
5a2f0ac895bb53599d2d795a40740bfe
1,371,575,118
32.897811
-98.514498
0
1,289,821
2020-06-18 17:05:29
4,302,480,582,202,074
fraud_Cremin, Hamill and Reichel
misc_pos
2.05
David
Rodriguez
M
821 Solis Points
Muskegon
MI
49,440
43.2326
-86.2492
128,715
Historic buildings inspector/conservation officer
1995-05-25
175851b750219aa99a76dbabc8cba026
1,371,575,129
44.004912
-85.354298
0
1,289,822
2020-06-18 17:06:26
4,512,828,414,983,802,000
fraud_Botsford PLC
home
30.84
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
7a186171bd691525a125513cda709460
1,371,575,186
39.079799
-79.938079
0
1,289,823
2020-06-18 17:06:52
30,235,438,713,303
fraud_Bradtke, Torp and Bahringer
personal_care
43.12
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
baa1b1be7d47610fd0b2368b6ba3bc6c
1,371,575,212
37.933777
-81.930755
0
1,289,824
2020-06-18 17:07:42
4,587,577,161,160,601
fraud_Schimmel-Olson
kids_pets
231.19
Tina
Lawrence
F
12444 Jacob Pines
Nobleboro
ME
4,555
44.0943
-69.4828
1,643
Financial trader
1976-04-12
0caa1adbbef71fd0e57921db3ca6a0d2
1,371,575,262
43.870415
-70.336463
0
1,289,825
2020-06-18 17:08:25
3,560,797,065,840,735
fraud_Reichel LLC
personal_care
20.44
Janet
Turner
F
0925 Lang Extensions
Shields
ND
58,569
46.1838
-101.2589
77
Film/video editor
1989-12-17
df88230921e3892264e025ec2fa04798
1,371,575,305
46.983846
-102.028507
0
1,289,826
2020-06-18 17:08:35
2,248,735,346,244,816
fraud_Berge-Ullrich
home
11.94
Jacob
Weber
M
29156 Mark Park Apt. 108
Utica
KS
67,584
38.6411
-100.138
269
Product/process development scientist
1962-11-11
495eecb7610a4c251f264393efe8379f
1,371,575,315
38.617223
-101.018905
0
1,289,827
2020-06-18 17:08:54
4,992,346,398,065,154,000
fraud_Ritchie, Bradtke and Stiedemann
travel
4.75
Benjamin
Kim
M
920 Patrick Light
Mc Nabb
IL
61,335
41.173
-89.2187
532
Audiological scientist
1956-01-09
df6c9e4dc31a038c82f34e5767b54c6f
1,371,575,334
41.284699
-89.025525
0
1,289,828
2020-06-18 17:10:10
4,841,313,716,651,064
fraud_Klein Group
entertainment
81.43
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
5b0df4f4c9ccc7e160c18f24ae453dfc
1,371,575,410
43.392712
-73.347933
0
1,289,829
2020-06-18 17:10:29
342,319,985,983,023
fraud_Stamm-Witting
shopping_net
1,065.91
Bryan
Pugh
M
6366 French Field
Margaretville
NY
12,455
42.1852
-74.6178
1,988
Environmental health practitioner
1978-05-23
1a585727e864b68ec21de4f422f584b4
1,371,575,429
42.17866
-74.977681
1
1,289,830
2020-06-18 17:10:30
4,155,021,259,183,870
fraud_Kris-Padberg
shopping_pos
1.7
Renee
Parrish
F
174 Jennifer Meadow Apt. 467
Mountain Park
OK
73,559
34.7032
-98.9591
540
Research scientist (life sciences)
1983-10-12
5e85b6a35e37adc96aa4279d1636f57d
1,371,575,430
33.955919
-98.833952
0
1,289,831
2020-06-18 17:10:43
3,553,629,419,254,918
fraud_Denesik and Sons
shopping_pos
5.74
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
1984-09-01
1648577f36b66178be898e6c5195ef02
1,371,575,443
48.901662
-122.479265
0
1,289,832
2020-06-18 17:10:56
5,456,712,664,803,820
fraud_Langworth LLC
personal_care
121.61
Pamela
Matthews
F
36659 Smith Club Apt. 080
Llano
NM
87,543
36.1486
-105.6648
247
Architectural technologist
1961-10-24
59ff25a9f47b4cd8c28357d9d2139fac
1,371,575,456
35.439577
-105.026751
0
1,289,833
2020-06-18 17:10:57
6,502,195,877,055,606
fraud_Armstrong, Walter and Gottlieb
food_dining
57.96
Nathan
Byrd
M
155 Gregory Mount Suite 791
Red Cliff
CO
81,649
39.4584
-106.3851
277
Human resources officer
1985-04-03
5ac347d7c6192dab9a92ccae19265e62
1,371,575,457
39.435599
-106.456615
0
1,289,834
2020-06-18 17:11:36
2,268,221,587,779,419
fraud_Jast-McDermott
shopping_pos
7.08
Peggy
Berry
F
517 Vasquez Lodge
Vancouver
WA
98,665
45.6892
-122.6616
299,480
Teaching laboratory technician
1985-01-02
ac331ab62944479a001c59bb602c616e
1,371,575,496
44.953746
-122.240458
0
1,289,835
2020-06-18 17:12:30
568,279,015,842
fraud_Quitzon, Green and Bashirian
shopping_pos
136.37
Micheal
Hernandez
M
6139 Mark Rapid Apt. 651
Christine
ND
58,015
46.5522
-96.7909
291
Television floor manager
1991-05-01
64f11a6eaa0045ac55897ef4c09a8292
1,371,575,550
46.636211
-95.938911
0
1,289,836
2020-06-18 17:12:51
4,319,584,480,204,989,000
fraud_Erdman-Schaden
personal_care
103.23
Kathleen
Nash
F
010 Salazar Walk
Cromona
KY
41,810
37.1788
-82.695
502
Chief Financial Officer
1960-02-01
4bc81956390d9dde71cd50f2b8a19162
1,371,575,571
37.701601
-82.851511
0
1,289,837
2020-06-18 17:13:22
3,538,520,143,479,972
fraud_Lynch-Wisozk
home
2.86
Cassandra
Nunez
F
9572 Austin Forge Suite 612
Clay Center
OH
43,408
41.5686
-83.3632
269
Insurance underwriter
1965-09-15
af26067b88658bd650fbfa766f6542e5
1,371,575,602
41.130613
-83.162583
0
1,289,838
2020-06-18 17:13:41
4,255,397,449,664,186,000
fraud_Rippin-VonRueden
health_fitness
46.4
George
Smith
M
7377 Walton Extensions Apt. 979
Dallas
TX
75,236
32.69
-96.9177
1,263,321
Designer, interior/spatial
1952-09-27
57fada0afceb85404d0b437165cca235
1,371,575,621
33.439477
-97.772715
0
1,289,839
2020-06-18 17:15:37
4,355,790,796,238,265,000
fraud_Abernathy and Sons
food_dining
12.45
Tanner
Davis
M
2632 Stevens Light Apt. 213
Payson
IL
62,360
39.8153
-91.2627
1,656
Exhibition designer
1969-08-04
846d801637f106fd76ad3ca900f84928
1,371,575,737
39.041527
-91.827523
0
1,289,840
2020-06-18 17:16:27
38,588,538,868,506
fraud_Bernhard, Grant and Langworth
shopping_pos
233.07
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
3282095ab0db680d757f380c96eeedfd
1,371,575,787
30.437699
-102.324917
0
1,289,841
2020-06-18 17:18:35
3,523,898,249,167,098
fraud_Grimes LLC
entertainment
62.39
Joshua
Carpenter
M
04975 Allison Shoal
Bronx
NY
10,463
40.8798
-73.9067
1,382,480
Therapist, drama
1990-11-09
175532180fd1d191d76285c3e25eabac
1,371,575,915
39.902229
-74.805969
0
1,289,842
2020-06-18 17:18:40
6,011,252,220,172,077
fraud_Kub PLC
personal_care
107.2
Melvin
Wright
M
210 Dean Causeway Suite 130
Alton
IA
51,003
42.9782
-96.0173
1,700
Engineer, land
2001-12-19
1d640c6cd778e692a066d3815b0c6170
1,371,575,920
42.3429
-95.03297
0
1,289,843
2020-06-18 17:18:43
30,561,214,688,470
fraud_O'Hara-Wilderman
food_dining
5.15
Gina
Morrison
F
41851 Victor Drives Suite 219
Allentown
PA
18,103
40.5891
-75.4645
166,081
Scientist, research (maths)
1998-10-01
df3910fb8386d4e87ae93b52dd38ef9b
1,371,575,923
39.946521
-75.797421
0
1,289,844
2020-06-18 17:19:17
180,036,456,789,979
fraud_Botsford and Sons
home
40.1
Mackenzie
Salazar
F
982 Melissa Lock
Bagley
WI
53,801
42.9207
-91.0685
878
Risk analyst
1974-11-20
7739a4e14aaae849c211e269fd5dc616
1,371,575,957
43.512478
-90.523355
0
1,289,845
2020-06-18 17:19:43
376,012,912,828,093
fraud_Schiller Ltd
personal_care
88.24
Nathan
Mayer
M
478 Donovan Corners Apt. 803
Schaumburg
IL
60,193
42.0144
-88.0935
92,294
Claims inspector/assessor
1969-05-01
253880876182a94f3802181900ac5536
1,371,575,983
41.071605
-87.954929
0
1,289,846
2020-06-18 17:19:55
4,512,828,414,983,802,000
fraud_Kuhn Group
food_dining
4.94
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
57ed88f71363a238cea05e1b371387f9
1,371,575,995
38.951287
-79.459544
0
1,289,847
2020-06-18 17:21:07
30,344,654,314,976
fraud_Reilly and Sons
health_fitness
6.05
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
f4593adf8ffa9be5357337d254ef5a23
1,371,576,067
40.395299
-119.709906
0
1,289,848
2020-06-18 17:21:37
4,254,074,738,931,278
fraud_Hahn, Bahringer and McLaughlin
personal_care
33.33
Gary
Hall
M
69085 Short Shores
Allentown
NY
14,707
42.0737
-78.0594
239
Radio producer
1956-05-02
fa85d62b5dc57ee639049e3470e3824b
1,371,576,097
41.902153
-77.883188
0
1,289,849
2020-06-18 17:22:02
6,011,399,591,920,186
fraud_Botsford Ltd
shopping_pos
26.86
Maria
Roy
F
58665 Nicholas Ford Suite 348
Sheffield
MA
1,257
42.1001
-73.3611
2,121
Radio producer
1973-10-14
c85f08ea3210e75f6216c718da3c7133
1,371,576,122
41.818786
-72.729267
0
1,289,850
2020-06-18 17:22:20
375,848,982,312,810
fraud_Berge-Ullrich
home
25.43
Dale
Smith
M
25036 Contreras Turnpike Suite 270
Purmela
TX
76,566
31.4841
-97.9903
258
Web designer
1943-12-15
12b9598bb4acdc3aac7348a1ea3059ef
1,371,576,140
32.193048
-97.853702
0
1,289,851
2020-06-18 17:23:33
343,464,013,864,032
fraud_Little Ltd
kids_pets
78.38
Jodi
Foster
F
551 Zachary Freeway
Bailey
NC
27,807
35.8072
-78.0892
6,629
Call centre manager
1962-08-13
9c8114ee35935fb6936543d026dbf2e9
1,371,576,213
36.527746
-78.05821
0
1,289,852
2020-06-18 17:24:06
3,529,597,810,116,815
fraud_Friesen-Ortiz
personal_care
23.99
Pamela
Curtis
F
8969 Fuentes Station Apt. 291
Mill Creek
PA
17,060
40.4679
-77.8967
1,334
Archaeologist
1986-12-17
a0e5d5cef319c1caff80a4c68295e318
1,371,576,246
40.836865
-78.784398
0
1,289,853
2020-06-18 17:24:37
4,956,828,990,005,111,000
fraud_Armstrong, Walter and Gottlieb
food_dining
9.6
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
1980-12-21
5e73c28bd3f9f50ffee623ec5de45c0e
1,371,576,277
39.902033
-74.795003
0
1,289,854
2020-06-18 17:24:40
4,292,743,669,224,718,000
fraud_Weimann-Lockman
kids_pets
2.78
Michael
Williams
M
35822 Clayton Street Apt. 679
Great Mills
MD
20,634
38.2674
-76.4954
5,927
Art therapist
1973-06-09
bd804096b6376f85575a275a903d8dd2
1,371,576,280
38.435789
-76.063818
0
1,289,855
2020-06-18 17:25:18
6,011,348,830,550,197
fraud_Hills-Boyer
personal_care
41.9
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
2efae6113a43c8a6aecd0acc5caab8c7
1,371,576,318
33.155385
-86.448325
0
1,289,856
2020-06-18 17:25:45
30,118,423,745,458
fraud_Powlowski-Weimann
food_dining
2.55
Jared
Velazquez
M
01479 Murray Circle
Matawan
NJ
7,747
40.4109
-74.238
30,770
Drilling engineer
1993-04-29
ff3bd11449bbd7d51290d04b660e767f
1,371,576,345
41.048137
-73.33704
0
1,289,857
2020-06-18 17:25:45
4,067,137,330,196,900
fraud_Yost, Schamberger and Windler
kids_pets
44.99
Christina
Eaton
F
3256 Brooks Field
Eldridge
AL
35,554
33.9315
-87.6194
1,186
Politician's assistant
1986-11-12
62dc35e230d34d67eac1010b258df32c
1,371,576,345
33.352
-88.111828
0
1,289,858
2020-06-18 17:27:07
6,011,366,578,560,244
fraud_Lind-Buckridge
entertainment
136.56
Adam
Stark
M
0912 Mark Fields Apt. 080
Mc Veytown
PA
17,051
40.5046
-77.7186
4,653
Nutritional therapist
1997-07-01
e7366420e34ae105858927ec3c64e938
1,371,576,427
39.987112
-76.719505
0
1,289,859
2020-06-18 17:27:30
567,868,110,212
fraud_Rempel Inc
shopping_net
11.72
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
1984-12-16
d871e7f411f1c5a6c114b29394d2bf25
1,371,576,450
28.86532
-96.027056
0
1,289,860
2020-06-18 17:27:38
2,254,917,871,818,484
fraud_Schuppe, Nolan and Hoeger
shopping_pos
2.11
Margaret
Gibson
F
382 Williams Stream Suite 197
Scotland
MD
20,687
38.0828
-76.3477
313
Insurance underwriter
1976-03-26
16696866fd67ab5cfca0884082c4af40
1,371,576,458
38.599264
-76.362179
0
1,289,861
2020-06-18 17:28:13
36,913,587,729,122
fraud_Turcotte, McKenzie and Koss
entertainment
141.44
Ana
Mccormick
F
4503 Patricia Route
Meridian
ID
83,646
43.6498
-116.4306
84,106
Intelligence analyst
1971-02-11
b0d50e9dea8231ee912c8bbcbf30d351
1,371,576,493
44.596408
-116.664974
0
1,289,862
2020-06-18 17:28:19
571,365,235,126
fraud_Greenholt Ltd
health_fitness
107.11
Barbara
Taylor
F
0069 Robin Brooks Apt. 695
Elberta
MI
49,628
44.5995
-86.2141
372
Exhibitions officer, museum/gallery
1995-07-12
87079b340d12afdc4812a04bebc8f05e
1,371,576,499
44.130059
-85.666439
0
1,289,863
2020-06-18 17:28:29
4,661,996,144,291,812,000
fraud_Botsford and Sons
home
18.74
Linda
Park
F
24607 Charles Mountains
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Operations geologist
1963-08-04
0b99325eabcf975be1384143646a87dc
1,371,576,509
41.201421
-79.870896
0
1,289,864
2020-06-18 17:28:54
2,264,937,662,466,770
fraud_Lakin, Ferry and Beatty
food_dining
1.52
Juan
Sherman
M
5939 Garcia Forges Suite 297
San Antonio
TX
78,214
29.3641
-98.4924
1,595,797
Land
1995-10-17
71f9e6054d8e58016ffa9d94a34ff1b8
1,371,576,534
29.162675
-99.241377
0
1,289,865
2020-06-18 17:29:07
3,504,178,999,463,051
fraud_Schulist Ltd
food_dining
29.88
Drew
Garcia
M
70858 Jasmine Meadows Apt. 135
Lima
OH
45,801
40.7641
-84.0973
86,954
Copywriter, advertising
1992-07-23
0f8d1e7faaadba7c88bf2cd4d86eb835
1,371,576,547
41.094707
-83.841091
0
1,289,866
2020-06-18 17:29:19
4,446,368,897,795,790
fraud_Kirlin and Sons
personal_care
80.09
Ryan
Joseph
M
8850 Jessica Center
Atlantic
VA
23,303
37.9073
-75.5089
741
Geologist, engineering
1986-08-17
c8954e0e403b6b4ff6775aee866d34d8
1,371,576,559
37.045853
-75.390809
0
1,289,867
2020-06-18 17:30:16
4,294,040,533,480,516
fraud_Witting, Beer and Ernser
home
3.09
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
1986-12-31
f4e6e521b671e07dc0cdcd721c0a5bd0
1,371,576,616
32.518057
-81.585686
0
1,289,868
2020-06-18 17:30:51
6,011,504,998,544,485
fraud_Watsica, Haag and Considine
shopping_pos
9.31
Ashley
Whitney
F
4038 Smith Avenue
Jones
AL
36,749
32.5104
-86.8138
1,089
Materials engineer
1971-11-02
ebb467a3a69f90ed46443dc16e293f8d
1,371,576,651
33.157545
-86.112826
0
1,289,869
2020-06-18 17:31:37
3,561,212,938,177,173
fraud_Kuhic LLC
shopping_net
16.02
Jose
Campbell
M
550 Cunningham Squares
Dadeville
AL
36,853
32.8224
-85.7704
8,269
Minerals surveyor
1977-01-04
ff9329e98af9e5963c008fff2eb260eb
1,371,576,697
33.461554
-85.187089
0
1,289,870
2020-06-18 17:31:37
4,502,539,526,809,430,000
fraud_Rolfson-Kunde
personal_care
89.95
Stephanie
Cummings
F
1025 Robin Square
Ash Flat
AR
72,513
36.2201
-91.6421
2,856
Hydrologist
1926-08-27
b312ca649fe2ab7c2076ba08d8ff0cda
1,371,576,697
36.218203
-91.554429
0
1,289,871
2020-06-18 17:31:39
38,588,538,868,506
fraud_Gislason Group
travel
4.13
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
aa83cf3178917fb7d63b40427864f98a
1,371,576,699
29.667623
-103.526973
0
1,289,872
2020-06-18 17:31:45
180,067,784,565,096
fraud_Jakubowski Group
food_dining
41.2
Mary
Juarez
F
35440 Ryan Islands
North Prairie
WI
53,153
42.9385
-88.395
2,328
Applications developer
1942-01-06
86f3023cc84ec3059c4fb3bada814b7d
1,371,576,705
43.922299
-88.807861
0
1,289,873
2020-06-18 17:34:37
4,005,676,619,255,478
fraud_Nicolas, Hills and McGlynn
entertainment
15.46
William
Perry
M
458 Phillips Island Apt. 768
Denham Springs
LA
70,726
30.459
-90.9027
71,335
Herbalist
1994-05-31
b227c1204518defe702ad11a7147dda2
1,371,576,877
29.94329
-91.655176
0
1,289,874
2020-06-18 17:34:52
375,082,648,741,747
fraud_Swaniawski, Lowe and Robel
shopping_pos
6.01
Shannon
Bell
F
2918 David Spurs
Georgetown
MN
56,546
47.0999
-96.727
346
Research officer, trade union
1976-12-14
a3b6f78869815d9441077046351e2880
1,371,576,892
46.182095
-96.935686
0
1,289,875
2020-06-18 17:34:59
3,597,337,756,918,966
fraud_O'Reilly, Mohr and Purdy
home
17.29
Linda
Gonzalez
F
17667 Price Spur Apt. 366
Glen Rock
PA
17,327
39.7813
-76.7477
7,565
Insurance claims handler
1952-03-08
8b9a2bbf4894e8bfddff263c17c8e32b
1,371,576,899
40.550322
-77.358034
0
1,289,876
2020-06-18 17:35:03
3,598,304,579,370,089
fraud_Eichmann-Kilback
home
90.74
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
0924406ca9894d9865985bb68a71da86
1,371,576,903
37.22157
-97.581203
0
1,289,877
2020-06-18 17:36:40
3,597,337,756,918,966
fraud_Witting, Beer and Ernser
home
46.67
Linda
Gonzalez
F
17667 Price Spur Apt. 366
Glen Rock
PA
17,327
39.7813
-76.7477
7,565
Insurance claims handler
1952-03-08
1a34499481519ef45bc71eeb1d8c2aa0
1,371,577,000
40.157328
-76.063187
0
1,289,878
2020-06-18 17:36:58
4,855,488,158,131,690,000
fraud_Schuppe, Nolan and Hoeger
shopping_pos
124.77
Jeremy
Roberson
M
25887 Martin Inlet
Graniteville
VT
5,654
44.1554
-72.4847
970
Agricultural consultant
1993-09-29
f0f790f69cf1392c89d7368fae81346b
1,371,577,018
43.881523
-71.856999
0
1,289,879
2020-06-18 17:37:42
4,377,338,765,909,719
fraud_Zboncak LLC
food_dining
1.15
Nicholas
Mcmahon
M
2123 Jonathan Falls Suite 753
Heiskell
TN
37,754
36.115
-84.0438
4,729
Geologist, wellsite
1982-04-19
8d24dd4130be77abd9f0400aad9b7f65
1,371,577,062
35.575934
-83.811994
0
1,289,880
2020-06-18 17:37:57
6,506,982,560,413,523
fraud_Crooks and Sons
personal_care
60.08
Alice
Kemp
F
057 Martinez Radial
Texarkana
AR
71,854
33.431
-93.8765
36,438
Surgeon
1985-04-15
146e96685c66409817786f1ae8ddc88f
1,371,577,077
34.375015
-93.412288
0
1,289,881
2020-06-18 17:38:54
3,583,093,681,934,489
fraud_Kuphal-Toy
food_dining
76.25
Hannah
Knight
F
0900 Beverly Landing
Louisville
KY
40,209
38.1901
-85.7519
736,284
Education officer, museum
1961-09-13
94ce3950ae66ac1b749cd33e2dab187b
1,371,577,134
37.448211
-85.997338
0
1,289,882
2020-06-18 17:40:01
38,199,021,865,320
fraud_Torphy-Kertzmann
health_fitness
74.69
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
1988-04-15
b6854bc1bca5c0ae67f35f815e2c7cb6
1,371,577,201
42.947611
-71.729669
0
1,289,883
2020-06-18 17:40:47
30,044,330,818,990
fraud_Flatley Group
misc_pos
5.95
Allison
Ayala
F
87665 Karen Mill Apt. 586
Fort Myers
FL
33,967
26.4722
-81.8122
224,256
Paramedic
1985-08-29
4461b5e0844be420c15e2b0889ea7f1c
1,371,577,247
26.09294
-82.41122
0
1,289,884
2020-06-18 17:41:01
3,558,652,751,678,952
fraud_Hammes-Beatty
kids_pets
82.72
Teresa
Blankenship
F
6638 Lucero Mill Suite 952
Karnack
TX
75,661
32.6205
-94.2
2,807
Chiropodist
1931-01-26
79e4cf6eabaa22a970171ce38898d8c3
1,371,577,261
31.925751
-94.714826
0
1,289,885
2020-06-18 17:41:09
4,181,833,256,558,614,000
fraud_Gibson-Deckow
entertainment
238.94
Jessica
Potter
F
7600 Stephen Course Suite 031
Red River
NM
87,558
36.6659
-105.4694
606
Surveyor, land/geomatics
1988-09-06
3e75c5b61c71645731c6700feb7cdf50
1,371,577,269
35.733125
-105.799615
0
1,289,886
2020-06-18 17:43:55
503,874,407,318
fraud_Schulist Ltd
food_dining
94.02
Andrew
Mcgee
M
4130 Tiffany Glen Apt. 562
San Antonio
TX
78,248
29.5894
-98.5201
1,595,797
Exhibition designer
1975-12-28
3225102d5ea27474826e72733fd6cdce
1,371,577,435
28.68472
-99.300546
0
1,289,887
2020-06-18 17:44:54
4,861,310,130,652,567,000
fraud_Pfeffer and Sons
shopping_pos
2,978.18
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
0012ea81566762764830c1f6b0a2cff3
1,371,577,494
30.365113
-90.522605
0
1,289,888
2020-06-18 17:45:12
4,629,451,965,224,809
fraud_Hammes-Beatty
kids_pets
32
Karen
Warren
F
4900 Curtis Gardens Suite 952
Hahira
GA
31,632
30.9416
-83.3574
10,295
Teacher, special educational needs
1997-12-26
bb92c75fccb6c473e1eb913381f3041d
1,371,577,512
30.746173
-83.861528
0
1,289,889
2020-06-18 17:45:22
2,576,709,887,791,552
fraud_Turcotte, Batz and Buckridge
health_fitness
41.62
Joseph
Morgan
M
126 Underwood Drive
San Diego
CA
92,128
33.0067
-117.069
1,241,364
Chartered public finance accountant
1959-08-05
5ed7e05981c8dc09c699ab1fd6ddbb2b
1,371,577,522
32.439502
-116.937625
0
1,289,890
2020-06-18 17:46:12
4,451,438,912,406,400
fraud_Kilback LLC
food_dining
5.51
Cheryl
Morgan
F
7535 Amanda Manors Suite 293
Norman
AR
71,960
34.4596
-93.6743
1,383
Manufacturing engineer
1999-09-11
1f9f2b574105aa79a2b734aee09c8649
1,371,577,572
34.14867
-93.265553
0
1,289,891
2020-06-18 17:48:17
213,112,402,583,773
fraud_Wuckert-Goldner
home
28.08
Ana
Howell
F
4664 Sanchez Common Suite 930
Bradley
SC
29,819
34.0326
-82.2027
1,523
Research scientist (physical sciences)
1984-06-03
3505765f8d3316084e163bcc4bd2e540
1,371,577,697
33.561008
-81.691568
0
1,289,892
2020-06-18 17:48:27
4,862,293,128,558
fraud_Connelly-Carter
home
32.71
Elizabeth
Payne
F
897 Daugherty Mission
Grassflat
PA
16,839
41.0036
-78.1104
489
Pension scheme manager
1956-09-15
67d25370076da64614e8fc944bcdf774
1,371,577,707
40.968154
-78.742544
0
1,289,893
2020-06-18 17:49:12
2,268,221,587,779,419
fraud_Schneider, Hayes and Nikolaus
food_dining
20.2
Peggy
Berry
F
517 Vasquez Lodge
Vancouver
WA
98,665
45.6892
-122.6616
299,480
Teaching laboratory technician
1985-01-02
d41816d0737671adccea6b37fd2af0c1
1,371,577,752
44.710958
-121.686407
0
1,289,894
2020-06-18 17:50:22
3,560,797,065,840,735
fraud_Hahn, Bahringer and McLaughlin
personal_care
39
Janet
Turner
F
0925 Lang Extensions
Shields
ND
58,569
46.1838
-101.2589
77
Film/video editor
1989-12-17
693a620422c2647a9a4cccf54f345ab5
1,371,577,822
46.481446
-100.311906
0
1,289,895
2020-06-18 17:52:19
6,011,693,194,885,790
fraud_Gottlieb Group
kids_pets
22.99
Victoria
Fleming
F
2807 Parker Station Suite 080
Stanchfield
MN
55,080
45.6675
-93.2433
2,607
Lecturer, further education
1995-12-04
8f369aed64808a0b341dccdec72405c8
1,371,577,939
46.240061
-93.41151
0
1,289,896
2020-06-18 17:53:01
5,410,056,176,712,193
fraud_Ruecker-Mayert
kids_pets
12.86
Jeffrey
Krause
M
4742 Alexandria Mountain
New Franken
WI
54,229
44.5592
-87.8235
4,306
Art therapist
1989-10-19
820f3a832b8798c360481f8174cb7337
1,371,577,981
44.96282
-87.488838
0
1,289,897
2020-06-18 17:53:32
4,789,911,625,179,723
fraud_Metz-Boehm
shopping_pos
1.93
Dorothy
Zuniga
F
77321 Ford Via
Moriches
NY
11,955
40.8095
-72.8229
3,285
Research officer, trade union
1988-04-27
7b6c9060dd05ef838ca68377ec8d0f24
1,371,578,012
41.19888
-72.378964
0
1,289,898
2020-06-18 17:53:32
3,598,304,579,370,089
fraud_Homenick LLC
personal_care
6.81
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
bfbda6424ca30ed1c103ee73a0b0d84e
1,371,578,012
38.020344
-96.708033
0
1,289,899
2020-06-18 17:54:13
30,328,384,440,870
fraud_Volkman PLC
food_dining
100.64
Helen
Campbell
F
182 Sergio Summit Apt. 129
Browning
MO
64,630
40.029
-93.1607
602
Cytogeneticist
1954-07-14
6faf1055fe25f5ac5606cc1ba1618def
1,371,578,053
39.999078
-92.213153
0