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
1,286,500
2020-06-16 22:51:33
3,576,431,665,303,017
fraud_Swaniawski, Lowe and Robel
shopping_pos
1,855.18
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
5ce465e29e769465ffdc9f7a022d2693
1,371,423,093
33.219428
-112.689173
0
1,286,501
2020-06-16 22:52:02
30,596,478,689,301
fraud_Frami Group
entertainment
40.39
Daniel
Graham
M
28223 Ward Summit Apt. 664
Arvada
CO
80,005
39.8422
-105.1097
122,111
Hotel manager
1987-05-23
c57a625ccf49df6912e341e19906e1d3
1,371,423,122
39.124003
-105.61073
0
1,286,502
2020-06-16 22:52:05
371,226,440,126,102
fraud_Fritsch LLC
travel
21.35
Stacy
Lambert
F
85430 Julie Trafficway Suite 792
Mulberry Grove
IL
62,262
38.9311
-89.2463
1,810
Race relations officer
1974-12-24
40762ed6ed13b8d1da9606da59a4d088
1,371,423,125
39.617142
-89.121511
0
1,286,503
2020-06-16 22:52:06
30,044,330,818,990
fraud_Sporer-Keebler
personal_care
30.38
Allison
Ayala
F
87665 Karen Mill Apt. 586
Fort Myers
FL
33,967
26.4722
-81.8122
224,256
Paramedic
1985-08-29
cb4be420529c6a6b85d61557e0b6b49f
1,371,423,126
26.538005
-81.976299
0
1,286,504
2020-06-16 22:52:36
4,634,955,908,138,648
fraud_Block-Parisian
misc_net
92.47
Mackenzie
Smith
F
7178 Willis Drive
Hooper
NE
68,031
41.6414
-96.5232
1,745
Engineer, automotive
1973-12-26
cc188808706412c7a94bba1bb79d323f
1,371,423,156
41.188991
-96.101903
0
1,286,505
2020-06-16 22:52:39
36,913,587,729,122
fraud_Pagac LLC
shopping_pos
4.97
Ana
Mccormick
F
4503 Patricia Route
Meridian
ID
83,646
43.6498
-116.4306
84,106
Intelligence analyst
1971-02-11
ac7056c05bdde5a41ca97f3d3d13cb8b
1,371,423,159
44.427838
-116.454344
0
1,286,506
2020-06-16 22:52:40
4,254,074,738,931,278
fraud_Schiller, Blanda and Johnson
home
64.52
Gary
Hall
M
69085 Short Shores
Allentown
NY
14,707
42.0737
-78.0594
239
Radio producer
1956-05-02
3d1731afaee843288813678d90a7c4f8
1,371,423,160
42.077192
-77.224918
0
1,286,507
2020-06-16 22:53:03
3,502,088,871,723,054
fraud_Abshire PLC
entertainment
28.65
Scott
Martin
M
31472 Cody Place Suite 740
Kensington
MD
20,895
39.0298
-77.0793
19,054
Operations geologist
1976-09-08
a3fa007155b0bb6213ad60d4b812c3f2
1,371,423,183
39.115589
-76.743768
0
1,286,508
2020-06-16 22:53:38
4,642,255,475,285,942
fraud_Medhurst Inc
home
3.2
Sabrina
Johnson
F
320 Nicholson Orchard
Thompson
UT
84,540
38.9999
-109.615
46
Surveyor, minerals
1987-04-23
4587560c56c1f13427371344ad88632e
1,371,423,218
39.116949
-110.556725
0
1,286,509
2020-06-16 22:53:46
6,593,939,509,150,446
fraud_Kihn, Brakus and Goyette
personal_care
100.94
Margaret
Ward
F
244 Jeffery Rapids
Azusa
CA
91,702
34.1248
-117.9031
59,705
Civil Service fast streamer
1983-06-23
421d3fa1efbb6d51390a75719237e863
1,371,423,226
34.323113
-117.114846
0
1,286,510
2020-06-16 22:53:47
4,777,065,439,639,721
fraud_Waelchi Inc
kids_pets
56.61
Peter
Caldwell
M
08966 Beltran Route Suite 905
Oaks
PA
19,456
40.1334
-75.4536
737
Oceanographer
1987-04-24
a07efe03cd9cfd4dcf7daec8e5beddf9
1,371,423,227
39.669209
-76.163077
0
1,286,511
2020-06-16 22:53:47
567,868,110,212
fraud_Streich, Rolfson and Wilderman
kids_pets
59.71
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
1984-12-16
024cf7187fd45d8a655ae09f10e86e01
1,371,423,227
28.853606
-96.208078
0
1,286,512
2020-06-16 22:54:08
6,538,891,242,532,018
fraud_Volkman-Predovic
shopping_net
1.62
Jodi
Rodriguez
F
5796 Lee Coves Apt. 286
Walnut Ridge
AR
72,476
36.0244
-90.9288
7,155
Engineer, control and instrumentation
1977-03-23
979d04167dd2258ce319f479bfda4aa2
1,371,423,248
35.098919
-90.064647
0
1,286,513
2020-06-16 22:54:20
4,716,561,796,955,522
fraud_Keeling-Crist
misc_pos
3.2
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
49e144abeef29f0493023371ec9db8ff
1,371,423,260
49.187
-112.784976
0
1,286,514
2020-06-16 22:54:31
30,235,438,713,303
fraud_Nitzsche, Kessler and Wolff
shopping_pos
22.9
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
8f108f7bfb9355dc6fbba42c103a32d4
1,371,423,271
39.13805
-82.809161
0
1,286,515
2020-06-16 22:54:39
4,992,346,398,065,154,000
fraud_Skiles LLC
home
31.15
Benjamin
Kim
M
920 Patrick Light
Mc Nabb
IL
61,335
41.173
-89.2187
532
Audiological scientist
1956-01-09
1ae172f6a709c89edfa2567be4c1fd3f
1,371,423,279
41.239855
-89.673757
0
1,286,516
2020-06-16 22:55:23
4,005,676,619,255,478
fraud_Ullrich Ltd
kids_pets
22.74
William
Perry
M
458 Phillips Island Apt. 768
Denham Springs
LA
70,726
30.459
-90.9027
71,335
Herbalist
1994-05-31
9086bd218e4e99d348d858824b1840a2
1,371,423,323
29.950914
-90.203287
0
1,286,517
2020-06-16 22:55:24
30,230,540,139,182
fraud_Schneider, Hayes and Nikolaus
food_dining
56.61
Hayden
Sanders
M
8465 Reed Green Suite 559
Montandon
PA
17,850
40.9661
-76.8575
645
Orthoptist
1974-05-18
472b9591f34c35344314648963c3d823
1,371,423,324
41.409071
-77.572316
0
1,286,518
2020-06-16 22:55:33
2,291,163,933,867,244
fraud_Walter, Hettinger and Kessler
personal_care
18.94
Jeff
Elliott
M
351 Darlene Green
Columbia
SC
29,209
33.9659
-80.9355
333,497
Mechanical engineer
1968-03-19
1fa1044352297c87a87061d0f8be4cc9
1,371,423,333
34.749546
-81.884414
0
1,286,519
2020-06-16 22:56:35
4,040,099,974,063,068,700
fraud_Shanahan-Lehner
personal_care
67.22
Jeffrey
Lewis
M
24255 Bryan Square
Palermo
ND
58,769
48.3396
-102.24
229
Administrator
1983-03-20
b998f9a47fa81fde98833d00e4cc0c5e
1,371,423,395
47.480503
-102.253385
0
1,286,520
2020-06-16 22:56:56
568,279,015,842
fraud_Fadel Inc
health_fitness
79.83
Micheal
Hernandez
M
6139 Mark Rapid Apt. 651
Christine
ND
58,015
46.5522
-96.7909
291
Television floor manager
1991-05-01
c6e965da24c33f0b400c909ab212f3d1
1,371,423,416
46.445156
-97.141826
0
1,286,521
2020-06-16 22:56:57
5,596,347,693,144,598
fraud_Abbott-Steuber
personal_care
88.92
Joseph
Moody
M
5901 Foster Pine
Kenner
LA
70,062
29.9912
-90.2479
68,211
Engineer, petroleum
1941-04-23
9bf411142c3967a0d404a268ce25a1e3
1,371,423,417
29.652104
-90.906631
0
1,286,522
2020-06-16 22:57:12
4,149,635,823,017
fraud_Schoen-Quigley
kids_pets
32.07
Samuel
Farrell
M
428 Michael Tunnel Apt. 377
Cleveland
AL
35,049
33.9778
-86.5598
3,996
Aid worker
1977-06-14
c639001c2d35d60a8c6ea6f0c9940138
1,371,423,432
34.640418
-86.480519
0
1,286,523
2020-06-16 22:57:32
6,011,603,272,871,604
fraud_Larkin Ltd
kids_pets
36.5
Robert
Holland
M
431 Tracy Expressway
Milner
GA
30,257
33.141
-84.1759
4,138
Field seismologist
1969-05-16
da7353079110efe8675afa46536dbe42
1,371,423,452
33.527082
-83.976965
0
1,286,524
2020-06-16 22:58:38
36,192,615,525,683
fraud_Stamm-Witting
shopping_net
398.3
Susan
Garcia
F
582 Rodriguez Wells
Albuquerque
NM
87,109
35.1506
-106.569
641,349
Civil Service administrator
1976-04-11
385c099f4f04f7947ae9fbbb5f4761dc
1,371,423,518
35.851414
-107.060409
0
1,286,525
2020-06-16 22:59:44
344,709,867,813,900
fraud_Bahringer Group
health_fitness
12.95
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
b606311db70e31cea6ebf8fc291f9b5f
1,371,423,584
26.728126
-80.948322
0
1,286,526
2020-06-16 23:01:06
346,273,234,529,002
fraud_Stark-Batz
entertainment
62.19
Donna
Moreno
F
32301 Albert River Suite 364
Ronceverte
WV
24,970
37.7418
-80.4626
4,575
Statistician
1991-10-22
7573fcd2a33c7413c3beedd5a1c2281e
1,371,423,666
38.61262
-80.930262
0
1,286,527
2020-06-16 23:01:37
377,895,991,033,232
fraud_Brown Inc
kids_pets
17.77
Kimberly
Myers
F
6881 King Isle Suite 228
Higganum
CT
6,441
41.4682
-72.5751
5,438
Librarian, academic
1964-11-17
27bd39ad462b44feec0b807e288ecdf5
1,371,423,697
41.405226
-72.415581
0
1,286,528
2020-06-16 23:01:38
676,148,621,961
fraud_Jacobi Inc
health_fitness
7
Jennifer
Vega
F
91644 Crystal Drives
Eagarville
IL
62,023
39.1118
-89.7855
91
Materials engineer
1962-11-18
c328fcd945d81028ed0abe0ebf58316f
1,371,423,698
39.400178
-90.740574
0
1,286,529
2020-06-16 23:02:31
4,951,647,200,979,051
fraud_Turcotte, McKenzie and Koss
entertainment
590.39
Kimberly
Miller
F
75533 Tamara Valleys
Logan
IL
62,856
37.9943
-88.9417
324
Scientist, research (physical sciences)
1976-06-15
b7fc189d00bb82992919a820a9141f65
1,371,423,751
38.534568
-89.686556
1
1,286,530
2020-06-16 23:02:39
3,563,837,241,599,446
fraud_Baumbach, Strosin and Nicolas
shopping_pos
9.62
Timothy
Simmons
M
1049 John Ports Suite 057
Newberg
OR
97,132
45.3099
-122.9685
28,278
Research scientist (physical sciences)
1977-07-17
79fab3d3ad1327ed3cad2ddcafb7102e
1,371,423,759
44.986782
-122.864348
0
1,286,531
2020-06-16 23:03:17
4,099,707,841,315,751
fraud_Wiza LLC
misc_pos
5.09
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
38e59bbce3713cd4bd3de0afccbd5235
1,371,423,797
39.091432
-77.76907
0
1,286,532
2020-06-16 23:03:21
2,254,917,871,818,484
fraud_Kihn, Abernathy and Douglas
shopping_net
7.98
Margaret
Gibson
F
382 Williams Stream Suite 197
Scotland
MD
20,687
38.0828
-76.3477
313
Insurance underwriter
1976-03-26
c90bbab03a98daad73089817cdcdc7ed
1,371,423,801
37.331857
-75.42672
0
1,286,533
2020-06-16 23:04:15
3,598,014,571,045,296
fraud_Crona and Sons
kids_pets
91.84
Lisa
Clark
F
07943 Davis River
Grimesland
NC
27,837
35.558
-77.2566
5,903
Manufacturing systems engineer
1993-10-07
e38e2b706868e232a5a366d2586ae4c9
1,371,423,855
35.876881
-76.61619
0
1,286,534
2020-06-16 23:04:24
180,067,151,859,700
fraud_Pacocha-Weissnat
kids_pets
96.08
Karen
Ryan
F
82468 Michelle Village Suite 556
Joliet
IL
60,432
41.5378
-88.0572
128,354
Teacher, secondary school
1992-01-20
d5445acddda7de7bc6d3fdb950ddc9c5
1,371,423,864
40.79563
-88.909484
0
1,286,535
2020-06-16 23:04:40
3,506,592,072,985,012
fraud_Barrows PLC
shopping_pos
6.8
Randy
Murphy
M
0356 Sarah Light
Ballwin
MO
63,021
38.577
-90.5255
92,608
Engineer, communications
2001-07-26
72ea00935ccf57f34d3c06fe70472873
1,371,423,880
39.576094
-91.239486
0
1,286,536
2020-06-16 23:04:53
2,268,221,587,779,419
fraud_Fahey Inc
kids_pets
4.77
Peggy
Berry
F
517 Vasquez Lodge
Vancouver
WA
98,665
45.6892
-122.6616
299,480
Teaching laboratory technician
1985-01-02
c453b009b41fee1bd4c1e7aabc4de79d
1,371,423,893
46.225873
-123.340922
0
1,286,537
2020-06-16 23:05:36
4,587,577,161,160,601
fraud_Leannon-Nikolaus
travel
1.73
Tina
Lawrence
F
12444 Jacob Pines
Nobleboro
ME
4,555
44.0943
-69.4828
1,643
Financial trader
1976-04-12
5aa10d2d75ae5a95ed7841e2fc7c3558
1,371,423,936
44.244674
-69.816938
0
1,286,538
2020-06-16 23:06:03
6,011,893,664,860,915
fraud_Fadel-Hilpert
health_fitness
59.5
Erin
Chavez
F
3379 Williams Common
Littleton
CO
80,120
39.5994
-105.0044
320,420
Water engineer
1975-07-31
23228ea4db0ade84d2c7de309b245446
1,371,423,963
39.076158
-105.60934
0
1,286,539
2020-06-16 23:06:52
4,890,424,426,862,857,000
fraud_Swift PLC
kids_pets
9.01
Jeremy
Whitney
M
0371 Aimee Neck Suite 856
Sacramento
CA
95,827
38.5662
-121.3286
757,530
Magazine features editor
1979-04-30
8c74eb4a5d8bb96ffbde110d15ed59d2
1,371,424,012
39.22703
-120.717654
0
1,286,540
2020-06-16 23:07:02
3,586,008,444,788,268
fraud_Morissette-Schaefer
personal_care
109.98
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
f9cc30dcbd8c2eb2179e53ced8092304
1,371,424,022
47.724394
-121.088505
0
1,286,541
2020-06-16 23:07:07
3,525,590,521,269,779
fraud_Kihn-Fritsch
food_dining
3.71
Scott
Fuller
M
861 Karen Common
Haw River
NC
27,258
36.0424
-79.3242
6,006
Paramedic
1984-07-20
fa0f3d4ff76e276092f2fbeb7d02e448
1,371,424,027
35.440032
-79.127984
0
1,286,542
2020-06-16 23:07:32
30,263,540,414,123
fraud_Welch, Rath and Koepp
entertainment
113.97
Erik
Patterson
M
162 Jessica Row Apt. 072
Hatch
UT
84,735
37.7175
-112.4777
258
Geoscientist
1961-11-24
3bb17a61c1d3c6d28a9793b08792bcf6
1,371,424,052
38.581463
-113.434383
0
1,286,543
2020-06-16 23:07:57
4,560,395,181,594,436,000
fraud_Padberg-Rogahn
entertainment
48.67
Angela
Taylor
F
6343 Ramirez Skyway Apt. 518
Lakeport
CA
95,453
39.047
-122.9328
11,256
Podiatrist
1972-10-18
d0affa58a902739840d9077afcb95f92
1,371,424,077
38.218725
-123.450807
0
1,286,544
2020-06-16 23:08:04
3,566,875,419,572,867
fraud_Hills, Hegmann and Schaefer
health_fitness
74.48
Adam
Mcdonald
M
997 Cameron Meadow Apt. 980
South Hero
VT
5,486
44.64
-73.3113
1,654
Transport planner
1991-01-31
fa67080bdf100682b52d35eb65466da4
1,371,424,084
44.734718
-74.276801
0
1,286,545
2020-06-16 23:08:28
4,874,017,206,859,125
fraud_Kihn-Fritsch
food_dining
193.41
Lauren
Williams
F
065 Jones Stravenue
Lake Oswego
OR
97,034
45.4093
-122.6847
42,817
Planning and development surveyor
1982-05-28
ed31b5728c8962b6b9a88e342c702f8a
1,371,424,108
45.162849
-121.801249
0
1,286,546
2020-06-16 23:08:41
3,551,217,896,304,745
fraud_Rau-Grant
kids_pets
7.3
Sara
Harris
F
597 Jenny Ford Apt. 543
Tupper Lake
NY
12,986
44.232
-74.4905
6,120
Chartered loss adjuster
1976-10-09
9d47f6a1850568af2c532838c707b73b
1,371,424,121
43.934728
-73.719489
0
1,286,547
2020-06-16 23:08:50
377,550,167,323,848
fraud_Homenick LLC
personal_care
16.35
Kevin
Walters
M
87227 Tapia Burgs
Auburn
ME
4,210
44.0948
-70.239
23,045
Tourist information centre manager
1958-09-02
39028f0cebe8785477fdb0e48e63d85b
1,371,424,130
44.017836
-69.265936
0
1,286,548
2020-06-16 23:09:07
3,560,697,798,177,746
fraud_Bednar PLC
kids_pets
57.89
Matthew
Young
M
8840 Miller Port Suite 645
Indian Wells
CA
92,210
33.7163
-116.3381
4,677
Learning mentor
1955-05-06
231725fb2a0da281341740cd079186a1
1,371,424,147
34.527302
-115.682642
0
1,286,549
2020-06-16 23:10:43
2,297,447,006,766,555
fraud_Morissette LLC
entertainment
51.9
Laura
Walker
F
611 Michael Rue
Cisco
IL
61,830
39.9972
-88.6962
478
Landscape architect
1960-01-13
085aba1ee5b8c1965af07e4f00f85d05
1,371,424,243
39.845161
-88.796104
0
1,286,550
2020-06-16 23:10:53
30,238,755,902,988
fraud_Erdman-Ebert
personal_care
36.01
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
d391d6d2705089c53da6f240071fd0cb
1,371,424,253
29.786368
-97.956104
0
1,286,551
2020-06-16 23:10:54
2,227,671,554,547,514
fraud_Lubowitz, Terry and Stracke
personal_care
27.57
Angie
Jones
F
6970 Blake Trail
Clearwater
FL
33,760
27.9004
-82.7152
172,247
Geneticist, molecular
1979-10-22
7a54ee38276fae28f6a8f1d25f6c0f5f
1,371,424,254
28.773566
-83.566968
0
1,286,552
2020-06-16 23:12:14
4,841,313,716,651,064
fraud_Erdman-Ebert
personal_care
69.98
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
c88c73004df0447ee83e1692c3d490d7
1,371,424,334
43.273893
-73.379603
0
1,286,553
2020-06-16 23:12:16
4,561,546,772,499
fraud_Botsford PLC
home
260.27
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
cd9e145c2f1a629dddb756d4e71a1d47
1,371,424,336
35.470772
-105.090583
0
1,286,554
2020-06-16 23:12:36
6,011,252,220,172,077
fraud_Osinski Inc
personal_care
6.76
Melvin
Wright
M
210 Dean Causeway Suite 130
Alton
IA
51,003
42.9782
-96.0173
1,700
Engineer, land
2001-12-19
e251d3f94a071c9ade2e0fe4a8289b41
1,371,424,356
42.340835
-96.893427
0
1,286,555
2020-06-16 23:12:44
180,065,479,077,096
fraud_Baumbach Ltd
personal_care
2.71
Krystal
Gamble
F
47152 Clayton Burg
Manchester
MD
21,102
39.6747
-76.8941
11,751
Clinical research associate
1964-02-15
b56e16790b4e7fb6597766c894ea3a7f
1,371,424,364
40.407058
-77.534898
0
1,286,556
2020-06-16 23:12:54
6,534,628,260,579,800
fraud_Kub-Heaney
health_fitness
43.35
Christine
Harris
F
29606 Martinez Views Suite 653
Hinesburg
VT
5,461
44.3346
-73.098
4,542
Claims inspector/assessor
1998-03-19
92bccdd181cc88acfecf850776cb3b6c
1,371,424,374
44.13729
-73.870957
0
1,286,557
2020-06-16 23:12:59
4,476,840,372,112
fraud_Gottlieb Group
kids_pets
164.53
Steven
Walters
M
3206 Hall Divide Suite 282
Woodville
AL
35,776
34.6689
-86.2296
3,395
Editor, commissioning
1979-01-21
0df87290770ba4d8f91e8c0a49ab311e
1,371,424,379
33.95194
-86.493756
0
1,286,558
2020-06-16 23:13:05
213,125,815,021,702
fraud_Schaefer Ltd
kids_pets
6.02
Adam
Kirk
M
40847 Stark Junctions
Big Indian
NY
12,410
42.074
-74.453
397
Psychiatrist
1931-09-12
8f1ed52f8df4a1f8292ca66d99528bde
1,371,424,385
42.677839
-75.290002
0
1,286,559
2020-06-16 23:13:39
4,446,368,897,795,790
fraud_Crooks and Sons
personal_care
70.89
Ryan
Joseph
M
8850 Jessica Center
Atlantic
VA
23,303
37.9073
-75.5089
741
Geologist, engineering
1986-08-17
41ccb9e2d04a76018dbac00c2fb973d9
1,371,424,419
37.412274
-76.038797
0
1,286,560
2020-06-16 23:14:43
3,540,210,836,308,425
fraud_Harris Group
food_dining
54.25
Steven
Yoder
M
94975 David Mews Apt. 316
Summerfield
TX
79,085
34.7437
-102.5064
53
Fisheries officer
1992-06-19
0959d6b2da61282bdf7d4c89c955eeba
1,371,424,483
34.915171
-102.93444
0
1,286,561
2020-06-16 23:14:56
4,102,003,771,126,577,700
fraud_Auer LLC
personal_care
25.63
William
Fitzgerald
M
715 Courtney Pike Suite 932
Keller
TX
76,248
32.9276
-97.2489
95,035
Probation officer
1987-06-13
57298f9801caac8d3993d0e398474299
1,371,424,496
32.568739
-97.680432
0
1,286,562
2020-06-16 23:15:02
4,400,011,257,587,662,000
fraud_Bartoletti and Sons
personal_care
16.99
Marissa
Powell
F
474 Allen Haven
North Loup
NE
68,859
41.4972
-98.7858
509
Nurse, children's
1980-09-15
a9c09586c2afc64139265ac040c38360
1,371,424,502
40.804181
-98.962229
0
1,286,563
2020-06-16 23:15:41
180,046,165,512,893
fraud_Larkin Ltd
kids_pets
140.81
Erica
Walker
F
084 Holmes Avenue Suite 206
Stayton
OR
97,383
44.8021
-122.7624
9,587
Engineer, biomedical
1968-03-24
7ae272d2a1b665ef5a38bf068e9e48f7
1,371,424,541
43.915801
-121.933844
0
1,286,564
2020-06-16 23:15:41
584,673,555,952
fraud_Labadie LLC
personal_care
22.61
Jessica
Jordan
F
071 Wise Trace
Coleharbor
ND
58,531
47.5196
-101.2332
307
Make
1930-08-13
569f4c355610f9e50c675259ca7eed5a
1,371,424,541
47.980351
-101.655918
0
1,286,565
2020-06-16 23:15:51
675,945,690,716
fraud_Beier-Hyatt
shopping_pos
37.66
Ellen
Smith
F
285 George Lake
Beaver Falls
PA
15,010
40.7687
-80.3592
28,425
Podiatrist
2000-06-09
9bc6e3b30c2fc9ae311223d789ba1957
1,371,424,551
41.38164
-80.002653
0
1,286,566
2020-06-16 23:16:39
30,235,438,713,303
fraud_Kuhic, Bins and Pfeffer
shopping_net
3.94
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
96113cda01acd99f03f01cee3d245113
1,371,424,599
37.884738
-81.665779
0
1,286,567
2020-06-16 23:17:36
4,099,707,841,315,751
fraud_Abshire PLC
entertainment
50.06
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
80e082efdf947ab29d5dd0464c2f054f
1,371,424,656
38.141791
-77.632702
0
1,286,568
2020-06-16 23:17:45
630,423,337,322
fraud_Boehm, Predovic and Reinger
misc_pos
9.56
Stephanie
Gill
F
43039 Riley Greens Suite 393
Orient
WA
99,160
48.8878
-118.2105
149
Special educational needs teacher
1978-06-21
926ba7fa412e4c729e4ceefe6828475c
1,371,424,665
49.812072
-118.053207
0
1,286,569
2020-06-16 23:17:50
4,653,879,239,169,997
fraud_Larkin Ltd
kids_pets
11.22
Monica
Tucker
F
302 Christina Islands
Smiths Grove
KY
42,171
37.0581
-86.1938
6,841
Therapist, sports
1999-06-06
899195638076b5b4e1b8d9d3b88356ed
1,371,424,670
37.915222
-85.45117
0
1,286,570
2020-06-16 23:17:51
3,589,289,942,931,264
fraud_Johns-Hoeger
entertainment
77.64
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
8aa93cfcc3e9c9f2a5c8b6b92805f57b
1,371,424,671
44.133285
-98.132312
0
1,286,571
2020-06-16 23:18:00
3,506,042,666,828,517
fraud_Reilly and Sons
health_fitness
67.63
Christine
Burns
F
343 Hannah Parkway
Comfort
WV
25,049
38.1372
-81.5962
630
Fine artist
1959-07-30
bea61870c4f6f6603714ca6c0b6caf38
1,371,424,680
37.163046
-81.579275
0
1,286,572
2020-06-16 23:18:11
4,861,310,130,652,567,000
fraud_Crist, Jakubowski and Littel
home
39.14
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
c711d5faed8e62b70a67f599d687a42f
1,371,424,691
30.227809
-90.887198
0
1,286,573
2020-06-16 23:18:12
3,511,378,610,369,890
fraud_Turner, Ziemann and Lehner
food_dining
21.93
James
Cooper
M
663 Ramirez Trace Apt. 951
Huntsville
AL
35,811
34.7789
-86.5438
190,178
Television production assistant
1973-04-01
4b59c8bc33f7310b6f787bba09b9ade8
1,371,424,692
34.304569
-86.947042
0
1,286,574
2020-06-16 23:18:13
4,092,452,671,396,169,700
fraud_Kassulke Inc
entertainment
26.39
Jeffrey
Vargas
M
478 Alexandria Mount
Bolton
NC
28,423
34.3091
-78.3372
2,290
Engineer, biomedical
1945-12-07
111818710441d71b8af68909fa3a0f62
1,371,424,693
34.340359
-77.639253
0
1,286,575
2020-06-16 23:18:40
3,524,574,586,339,330
fraud_Windler LLC
kids_pets
41.99
Ashley
Cabrera
F
94225 Smith Springs Apt. 617
Vero Beach
FL
32,960
27.633
-80.4031
105,638
Librarian, public
1986-05-07
790a4c9eee85bb586b79ccd7f5132d87
1,371,424,720
26.7174
-80.148634
0
1,286,576
2020-06-16 23:19:20
6,592,861,994,408,652
fraud_Champlin-Casper
home
47.62
Ashley
Whitehead
F
58188 Madison Meadow Apt. 949
Cowlesville
NY
14,037
42.8112
-78.4481
1,166
Colour technologist
1983-06-12
3c1fff837fded5344f35ae9b1f37d0f3
1,371,424,760
42.114157
-77.697104
0
1,286,577
2020-06-16 23:19:25
4,561,892,980,175
fraud_Bednar PLC
kids_pets
147.92
Jacqueline
Allen
F
166 Lisa Fords
Greenwood
IN
46,143
39.596
-86.1309
78,968
Financial adviser
1968-02-10
6be1b276f73f2def76cea22d6785b373
1,371,424,765
40.448797
-86.36411
0
1,286,578
2020-06-16 23:19:45
180,048,185,037,117
fraud_Harris Group
food_dining
11.64
Mary
Wall
F
2481 Mills Lock
Plainfield
NJ
7,060
40.6152
-74.415
71,485
Leisure centre manager
1974-07-19
a0ae8c5b33753586e9ab5fe2dc22e64b
1,371,424,785
41.369087
-74.212584
0
1,286,579
2020-06-16 23:19:53
4,990,494,243,023
fraud_Beier LLC
entertainment
1.58
Martin
Ford
M
56812 Francis Courts
Corriganville
MD
21,524
39.6967
-78.8031
626
Energy engineer
1960-12-13
060c48236b6f259430a0da134dce803d
1,371,424,793
39.897154
-78.177166
0
1,286,580
2020-06-16 23:20:03
2,288,813,824,604,479
fraud_Mayert Group
shopping_pos
42.81
Barbara
Norman
F
6278 Stephanie Unions
New York City
NY
10,039
40.8265
-73.9383
1,577,385
Herbalist
1981-08-29
f8e03a0adbacc675224bef31813c8ea0
1,371,424,803
41.145888
-73.362446
0
1,286,581
2020-06-16 23:20:13
2,269,768,987,945,882
fraud_Labadie LLC
personal_care
95.63
Shannon
Patterson
F
9808 Ellis Bypass
Mount Morris
NY
14,510
42.6835
-77.8664
4,895
Acupuncturist
1958-10-29
1ed82121b35643ad35af96590b1d6a56
1,371,424,813
43.22764
-78.589028
0
1,286,582
2020-06-16 23:20:26
375,767,678,113,375
fraud_Little Ltd
kids_pets
61.69
Christopher
Patterson
M
16744 Campbell Wall Apt. 372
Timberville
VA
22,853
38.6476
-78.7717
4,367
Waste management officer
1962-04-12
38f6526f62dc335a194ec0796b02fa96
1,371,424,826
39.105408
-78.913914
0
1,286,583
2020-06-16 23:20:29
2,235,613,922,823,698
fraud_Spencer-Runolfsson
misc_pos
5.72
Melissa
Mcclure
F
2027 Snyder Track
Manville
WY
82,227
42.73
-104.7024
241
Educational psychologist
1980-12-16
15c21f1e49c6e88a91798cd12202d153
1,371,424,829
42.419549
-104.204001
0
1,286,584
2020-06-16 23:21:10
180,069,253,480,336
fraud_Gaylord-Powlowski
home
32.92
William
Hunter
M
5036 Victoria Ports Suite 249
Emporium
PA
15,834
41.5177
-78.2536
4,533
Public affairs consultant
1969-11-01
74d3baa213094e1020e8d51c0138d454
1,371,424,870
42.424016
-79.155795
0
1,286,585
2020-06-16 23:21:39
3,501,942,333,500,073
fraud_Beier and Sons
home
8.53
Lori
Bishop
F
08056 Alvarado Club Suite 699
Phoenix
AZ
85,086
33.8155
-112.1202
1,312,922
Counselling psychologist
1999-11-30
b386db0a201adffe2966158455a5c178
1,371,424,899
32.917996
-111.233754
0
1,286,586
2020-06-16 23:22:23
4,254,074,738,931,278
fraud_Dare-Marvin
entertainment
5.93
Gary
Hall
M
69085 Short Shores
Allentown
NY
14,707
42.0737
-78.0594
239
Radio producer
1956-05-02
e49edb31b7acb6a0e8a590148d3bf4ca
1,371,424,943
42.37939
-78.252199
0
1,286,587
2020-06-16 23:23:13
676,148,621,961
fraud_Collier LLC
home
79.74
Jennifer
Vega
F
91644 Crystal Drives
Eagarville
IL
62,023
39.1118
-89.7855
91
Materials engineer
1962-11-18
2dc4676501451c1ae7098c5b5bbc42a5
1,371,424,993
39.8492
-89.836776
0
1,286,588
2020-06-16 23:23:41
676,102,124,465
fraud_Little, Gutmann and Lynch
shopping_net
236.67
Natasha
Mclaughlin
F
8699 Lindsay Ford Apt. 486
Napa
CA
94,558
38.4549
-122.2564
94,014
Airline pilot
1985-08-21
303a2ce136a63d69ed65878877789eae
1,371,425,021
37.886321
-122.396468
0
1,286,589
2020-06-16 23:23:51
4,149,238,353,975,790
fraud_Hodkiewicz, Prohaska and Paucek
travel
520.6
Tanner
Carroll
M
494 Burke Ports
Cokeburg
PA
15,324
40.1008
-80.0652
632
Dealer
1989-04-08
d14e0bf71a771a98f5ec3a40f2ee02b1
1,371,425,031
40.213252
-79.218007
0
1,286,590
2020-06-16 23:24:03
3,502,377,050,801,561
fraud_Kirlin and Sons
personal_care
41.75
Kathleen
Martin
F
659 Nicole Cove Suite 560
New Waverly
TX
77,358
30.5354
-95.4532
4,993
Scientist, biomedical
1948-11-30
319199942049ea21e1e2221a1d6724b7
1,371,425,043
30.236603
-96.207243
0
1,286,591
2020-06-16 23:24:10
30,092,964,733,035
fraud_Abshire PLC
entertainment
161.59
Jessica
Terry
F
6412 Elizabeth Gardens Suite 633
Maysville
KY
41,056
38.6207
-83.8067
14,228
Advertising account executive
1971-03-26
344856aef19532ebb7093d80d8ad5b64
1,371,425,050
38.373497
-83.970145
0
1,286,592
2020-06-16 23:24:35
3,546,897,637,165,774
fraud_Kub-Heaney
health_fitness
37.39
Kayla
Obrien
F
7921 Robert Port Suite 343
Prairie Hill
TX
76,678
31.6591
-96.8094
263
Barrister
1956-05-30
a4b7f0aa27b34d87f99730171215224d
1,371,425,075
31.324051
-97.259883
0
1,286,593
2020-06-16 23:24:43
4,586,810,168,620,942
fraud_Cronin, Kshlerin and Weber
health_fitness
109.33
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
5f3be667a23f66aebe643a47f6e62c51
1,371,425,083
32.56445
-79.816472
0
1,286,594
2020-06-16 23:25:08
3,502,377,050,801,561
fraud_Crist, Jakubowski and Littel
home
69.22
Kathleen
Martin
F
659 Nicole Cove Suite 560
New Waverly
TX
77,358
30.5354
-95.4532
4,993
Scientist, biomedical
1948-11-30
6b55ab907eb90a307f6910b069de3b84
1,371,425,108
29.645045
-95.636464
0
1,286,595
2020-06-16 23:25:40
573,860,193,545
fraud_Schumm PLC
shopping_net
8.42
Cristian
Jones
M
0423 Kirby Field Suite 623
Wilmette
IL
60,091
42.0765
-87.7246
27,020
Trade mark attorney
1986-07-23
e4145491adf529ca500aad14459859f6
1,371,425,140
41.797134
-87.816438
0
1,286,596
2020-06-16 23:25:41
38,544,312,728,630
fraud_Wuckert, Wintheiser and Friesen
home
101.38
Veronica
Burton
F
08932 Bonnie Stravenue
Bonita Springs
FL
34,135
26.3771
-81.7334
51,427
Claims inspector/assessor
1991-08-21
052e63b2684e98185b0340cbded0b4fc
1,371,425,141
25.801658
-82.239128
0
1,286,597
2020-06-16 23:27:04
3,518,234,918,950,662
fraud_Erdman-Schaden
personal_care
58.52
Barbara
Lowe
F
67210 Lori Creek
Sherman
TX
75,092
33.6372
-96.6184
46,563
Systems developer
1970-09-11
bc5b96ab9f8da855bf04894a543da9ee
1,371,425,224
33.487146
-96.307745
0
1,286,598
2020-06-16 23:27:23
4,128,730,454,058,057,700
fraud_Fritsch and Sons
health_fitness
175.9
Monique
Martin
F
68276 Matthew Springs
Ratcliff
TX
75,858
31.3833
-95.0619
43
Engineer, production
1949-10-04
cbe0828e4b88cb31a565d5a020ea2678
1,371,425,243
31.815504
-95.995453
0
1,286,599
2020-06-16 23:28:36
30,029,052,116,970
fraud_Kuhic, Bins and Pfeffer
shopping_net
8.49
Curtis
Young
M
4319 Watson Shoals Suite 658
Falconer
NY
14,733
42.1239
-79.1895
3,833
Metallurgist
1970-10-09
0fba430b2dbf412c3d3752d114632c42
1,371,425,316
41.576558
-78.856799
0