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
10,200
2020-06-24 03:25:01
2,713,913,904,780,408
fraud_Mohr Inc
shopping_pos
7.24
Jacqueline
Howard
F
4511 Choi Lock
Delhi
LA
71,232
32.3929
-91.4714
6,581
Multimedia programmer
1964-02-13
e47d8a25c6fb07e0598724655c878d66
1,372,044,301
32.080019
-92.248038
0
10,201
2020-06-24 03:26:02
3,589,289,942,931,264
fraud_Stehr, Jewess and Schimmel
misc_net
4.49
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
4cec68f09d7c61c69d845a0b649439b9
1,372,044,362
44.513711
-97.821622
0
10,202
2020-06-24 03:27:17
3,576,431,665,303,017
fraud_Kiehn-Emmerich
grocery_pos
173.27
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
ebbd7ffb336b8c9b8eb24dd9eafe65bd
1,372,044,437
33.4974
-111.519615
0
10,203
2020-06-24 03:27:28
374,497,717,543,058
fraud_Goyette Inc
shopping_net
2.1
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
1948-06-30
b2f523d8616badf9abe2f9010737a2d7
1,372,044,448
46.866638
-101.729342
0
10,204
2020-06-24 03:29:59
38,530,489,946,071
fraud_Heller, Gutmann and Zieme
grocery_pos
84.25
Laura
Johns
F
95835 Garcia Rue
Arcadia
SC
29,320
34.9572
-81.9916
530
Animal technologist
1989-05-14
5d0dcc606ffae49dfdbfcaee090df8aa
1,372,044,599
34.087154
-82.987172
0
10,205
2020-06-24 03:33:13
375,082,648,741,747
fraud_Rodriguez Group
gas_transport
54.27
Shannon
Bell
F
2918 David Spurs
Georgetown
MN
56,546
47.0999
-96.727
346
Research officer, trade union
1976-12-14
0736fcffde6a3f13d8a6a2b871494851
1,372,044,793
46.486994
-96.226417
0
10,206
2020-06-24 03:33:40
180,098,888,332,620
fraud_Huels-Hahn
gas_transport
7.82
Dennis
Davidson
M
08469 Trujillo Forge
Springville
NY
14,141
42.52
-78.6847
7,728
Scientist, research (maths)
1959-03-30
75ecf87a722ea6a87d1d0dbb72919412
1,372,044,820
41.864069
-79.633384
1
10,207
2020-06-24 03:34:16
213,112,402,583,773
fraud_Schmitt Ltd
misc_net
9.95
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
99812de989d61e944e6fa5ba16587652
1,372,044,856
34.20743
-81.436606
0
10,208
2020-06-24 03:34:35
376,656,886,990,758
fraud_Greenfelder, Bartoletti and Davis
misc_net
1,261.89
Richard
Vance
M
169 Shelia Knoll Suite 753
Zavalla
TX
75,980
31.1569
-94.3871
2,836
Designer, jewellery
1985-12-03
253451ca1ef5bb7acb132e9b426ab974
1,372,044,875
30.460347
-94.35522
0
10,209
2020-06-24 03:35:56
213,148,039,875,802
fraud_Wuckert-Walter
grocery_net
58.57
Jill
Jacobs
F
034 Kimberly Mountains
Brandon
FL
33,510
27.9551
-82.2966
79,613
Environmental consultant
1978-11-30
10ead85dbcd47c48dbea1ae31ccd221c
1,372,044,956
27.136608
-82.411272
0
10,210
2020-06-24 03:36:31
3,520,550,088,202,337
fraud_Murray Ltd
grocery_net
15.42
Micheal
Walters
M
15315 Vaughn Park Suite 356
Hovland
MN
55,606
47.8342
-90.0476
272
Freight forwarder
2001-07-05
49f413cf963af3559a97786930e3bb1b
1,372,044,991
47.999731
-89.366171
0
10,211
2020-06-24 03:36:56
4,423,489,490,781,412
fraud_Kutch and Sons
grocery_pos
121.63
Christopher
Ortega
M
5045 Emily Wall
Princeton
IA
52,768
41.6858
-90.3706
1,426
Agricultural consultant
1957-03-06
2affe35e0f4f8fc56720824275721ab8
1,372,045,016
41.177396
-90.463229
0
10,212
2020-06-24 03:37:31
4,681,601,008,538,160
fraud_Kovacek, Dibbert and Ondricka
grocery_pos
184.44
Tammy
Davis
F
77663 Colleen Freeway
Moundsville
WV
26,041
39.9148
-80.731
16,183
Physiotherapist
1977-08-12
a6b25cee265dea6cda1bd41466e81fdc
1,372,045,051
40.390143
-79.883714
0
10,213
2020-06-24 03:39:01
3,560,246,577,314,524
fraud_Kiehn Inc
grocery_pos
95.71
Sarah
Scott
F
03090 Fisher Forges Apt. 200
Wichita
KS
67,216
37.6223
-97.3136
409,656
Textile designer
1930-10-21
d2c281b7280d78567c4161bbf8bbb05e
1,372,045,141
37.245324
-97.166029
0
10,214
2020-06-24 03:39:10
30,373,802,285,317
fraud_Klein Group
entertainment
236.66
Nicholas
Osborne
M
7538 Carrie Meadow Suite 574
Claremont
CA
91,711
34.1092
-117.7183
35,705
Wellsite geologist
1956-05-15
6acdf6abb1b46ed9ed690da8124ccad6
1,372,045,150
35.040089
-117.257472
0
10,215
2020-06-24 03:39:21
38,588,538,868,506
fraud_Koepp-Witting
grocery_pos
79.18
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
22ff54411af3c113de34a8c3557cf26f
1,372,045,161
30.533926
-103.23155
0
10,216
2020-06-24 03:39:40
3,525,668,150,756,629
fraud_Jast Ltd
shopping_net
95.42
Christopher
Choi
M
04611 Sandra Spring Suite 059
Rumely
MI
49,826
46.3481
-87.0436
137
Film/video editor
1990-08-13
7b354606026968929b71982aa7091548
1,372,045,180
45.756419
-87.285504
0
10,217
2020-06-24 03:40:29
3,526,826,139,003,047
fraud_Goyette, Howell and Collier
shopping_pos
2.94
Nathan
Massey
M
5783 Evan Roads Apt. 465
Falmouth
MI
49,632
44.2529
-85.017
1,126
Furniture designer
1955-07-06
96b6f0f10f4bae5c278059d6930be178
1,372,045,229
44.155534
-84.217425
0
10,218
2020-06-24 03:40:40
2,235,335,206,132,667
fraud_Fisher Inc
shopping_net
7.34
Maria
Rosales
F
6611 Parrish Garden Apt. 428
Waynesfield
OH
45,896
40.6072
-83.9585
2,089
Building control surveyor
1963-06-22
5b7eec2d33e6c54b44851e15dafcfe29
1,372,045,240
39.688311
-83.01023
0
10,219
2020-06-24 03:41:04
180,065,479,077,096
fraud_O'Keefe-Hudson
grocery_pos
78.34
Krystal
Gamble
F
47152 Clayton Burg
Manchester
MD
21,102
39.6747
-76.8941
11,751
Clinical research associate
1964-02-15
f7acf109b5a516d679be41a988897551
1,372,045,264
40.265445
-75.999428
0
10,220
2020-06-24 03:41:11
2,291,163,933,867,244
fraud_O'Keefe-Hudson
grocery_pos
74.89
Jeff
Elliott
M
351 Darlene Green
Columbia
SC
29,209
33.9659
-80.9355
333,497
Mechanical engineer
1968-03-19
af74c289df4d0c2a5985e196cf0ea23d
1,372,045,271
34.313667
-81.62101
0
10,221
2020-06-24 03:41:32
4,783,226,709,001
fraud_Kilback LLC
grocery_pos
136.81
Jessica
Garcia
F
13108 Jennifer Passage
Mc Cracken
KS
67,556
38.5957
-99.554
320
Film/video editor
1961-04-22
574cf6cdbf9da22c9cb5786d1bb3023d
1,372,045,292
38.934049
-100.184675
0
10,222
2020-06-24 03:42:08
30,546,453,310,167
fraud_Maggio-Fahey
misc_pos
1.95
Nicholas
Tran
M
672 Randall Burg Suite 551
Belmont
NH
3,220
43.4512
-71.489
7,430
Scientist, research (medical)
1955-01-13
b012e0c865309a24398c082a3204c9db
1,372,045,328
43.767907
-70.901086
0
10,223
2020-06-24 03:43:42
36,722,699,017,270
fraud_Lind, Huel and McClure
gas_transport
77.72
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
1716519a8f2a082cc7755cedcb88af5e
1,372,045,422
34.186862
-110.437666
0
10,224
2020-06-24 03:44:07
3,521,417,320,836,166
fraud_Ferry, Lynch and Kautzer
misc_net
88.16
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
81111d5e8d7aac2bc0e42947e687e4ac
1,372,045,447
39.17638
-85.431194
0
10,225
2020-06-24 03:44:19
4,169,388,510,116
fraud_Bauch-Raynor
grocery_pos
125.48
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
1962-09-27
d3202487000923a364def615748c68ac
1,372,045,459
42.537333
-76.822471
0
10,226
2020-06-24 03:44:21
4,900,628,639,996
fraud_Kutch LLC
gas_transport
37.1
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
1a9c093fe1979a5b7fadac860b27b48e
1,372,045,461
33.153949
-118.807422
0
10,227
2020-06-24 03:44:25
2,475,085,306,462,014
fraud_Boehm, Block and Jakubowski
misc_pos
27.71
John
Miller
M
153 Mccullough Springs Apt. 857
Lamberton
MN
56,152
44.2378
-95.2739
1,507
Land/geomatics surveyor
1993-10-12
93649d18b1d79ed84fbadaedb7501558
1,372,045,465
44.622194
-95.878998
0
10,228
2020-06-24 03:45:43
4,841,313,716,651,064
fraud_Smitham-Boehm
grocery_net
44.34
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
6f329a5f19f9e96b67d4a56d197538dc
1,372,045,543
42.904988
-72.312497
0
10,229
2020-06-24 03:45:51
3,552,581,383,553,463
fraud_Willms, Kris and Bergnaum
shopping_pos
8.73
Jonathan
Castro
M
200 Christie Mills Apt. 307
Andrews
NC
28,901
35.1959
-83.8228
5,354
Retail buyer
1965-04-13
e6fa33f34083dc7eb7991512635a20f4
1,372,045,551
34.625913
-83.67965
0
10,230
2020-06-24 03:48:40
374,238,209,524,200
fraud_Price Inc
shopping_net
14.51
Daniel
Martinez
M
8510 Acevedo Burgs
Kent
OR
97,033
45.0838
-120.6649
60
Museum education officer
1942-04-03
004c2ba5266c3463d9561cd67bc7f96a
1,372,045,720
44.519036
-120.677724
0
10,231
2020-06-24 03:49:02
4,334,230,547,694,630
fraud_Bailey-Morar
grocery_pos
138.93
Scott
Martin
M
7483 Navarro Flats
Freedom
WY
83,120
43.0172
-111.0292
471
Education officer, museum
1967-08-02
4adb44cfb92a9dd8535717b908f7fe5c
1,372,045,742
43.55484
-111.428512
0
10,232
2020-06-24 03:51:14
3,527,536,963,490,470
fraud_Stroman, Hudson and Erdman
gas_transport
40.06
Teresa
Stein
F
2838 White Fields Apt. 473
Brunson
SC
29,911
32.9413
-81.1807
1,725
Social researcher
1974-12-05
86ea429523db3d2c2265eaa8ea18b35e
1,372,045,874
32.821425
-81.645989
0
10,233
2020-06-24 03:51:47
30,427,035,050,508
fraud_Nicolas, Hills and McGlynn
entertainment
19.77
John
Chandler
M
88325 Brandon Greens Apt. 477
Detroit
MI
48,202
42.377
-83.0796
673,342
Broadcast presenter
1969-11-20
7a4c0ae560571d6dfcc36fc9bac635f1
1,372,045,907
43.299158
-83.598984
0
10,234
2020-06-24 03:52:10
6,011,492,816,282,597
fraud_Luettgen PLC
gas_transport
62.78
Gary
Barnes
M
2970 Flores Brooks
Smackover
AR
71,762
33.3398
-92.7442
2,501
Financial adviser
1986-06-11
0787f12ecc15ca9b588d2c4076bad9f7
1,372,045,930
34.120699
-91.831913
0
10,235
2020-06-24 03:52:10
3,514,897,282,719,543
fraud_Medhurst PLC
shopping_net
7.5
Steven
Faulkner
M
841 Cheryl Centers Suite 115
Farmington
NY
14,425
42.958
-77.3083
10,717
Cytogeneticist
1952-10-13
db905d44d786b8183dd53a07ab3317b2
1,372,045,930
43.275836
-77.996686
0
10,236
2020-06-24 03:53:37
571,844,099,986
fraud_Heller, Gutmann and Zieme
grocery_pos
79.03
Susan
Mills
F
005 Cody Estates
Louisville
KY
40,202
38.2507
-85.7476
736,284
Engineering geologist
1952-04-02
7ffa32dd38539505ea5f19f1109e94c9
1,372,046,017
37.818908
-86.459333
0
10,237
2020-06-24 03:54:31
4,476,840,372,112
fraud_Kunze Inc
grocery_pos
66.4
Steven
Walters
M
3206 Hall Divide Suite 282
Woodville
AL
35,776
34.6689
-86.2296
3,395
Editor, commissioning
1979-01-21
5faf857fb005daefbc688a2f8899c54b
1,372,046,071
34.328154
-86.973752
0
10,238
2020-06-24 03:54:36
4,914,700,582,394,237
fraud_Deckow-O'Conner
grocery_pos
59.51
John
Williams
M
8929 Phillips Corners Suite 259
Harmony
PA
16,037
40.8496
-80.1381
4,589
Bookseller
1956-05-01
d3633c52dc2d5ba3f5f93e6648f2afcf
1,372,046,076
40.216598
-81.058602
0
10,239
2020-06-24 03:55:36
4,003,989,662,068,504
fraud_Brekke and Sons
gas_transport
64.12
Chris
White
M
98897 Bennett Lodge
Bessemer
AL
35,022
33.3224
-86.9657
71,463
Radio broadcast assistant
1989-02-08
c3d20a9bfb9ae48f0fb07e854a4f1bca
1,372,046,136
32.973881
-86.501747
0
10,240
2020-06-24 03:57:03
3,575,789,281,659,026
fraud_Rau and Sons
grocery_pos
112.92
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
70e6f05174d897644ab12a068d2f55c1
1,372,046,223
38.444366
-93.703343
0
10,241
2020-06-24 03:57:59
2,288,813,824,604,479
fraud_Lockman Ltd
grocery_pos
194.63
Barbara
Norman
F
6278 Stephanie Unions
New York City
NY
10,039
40.8265
-73.9383
1,577,385
Herbalist
1981-08-29
da0da3bad347e150989dd92a5bc1ec08
1,372,046,279
41.620032
-73.721303
0
10,242
2020-06-24 03:59:48
503,874,407,318
fraud_Bauch-Raynor
grocery_pos
101.34
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
8380425b2d2ee04a67b455507cb9e817
1,372,046,388
28.862452
-98.189595
0
10,243
2020-06-24 04:01:38
3,561,963,695,236,764
fraud_Boyer PLC
misc_pos
31.24
Michael
Lee
M
7915 Dawn Roads Apt. 544
Shelter Island
NY
11,964
41.064
-72.3366
1,858
Clinical biochemist
1984-03-03
1a1b18fb2104bb9273159c383704aaa5
1,372,046,498
40.39352
-73.200787
0
10,244
2020-06-24 04:03:59
4,792,627,764,422,478,000
fraud_Towne LLC
misc_pos
264.42
Margaret
Mendez
F
7952 Karen Pike
De Soto
KS
66,018
38.9462
-94.9714
5,760
Chief Executive Officer
1978-10-01
19a37aa406d0bcd3e5572e0c7a1a26ab
1,372,046,639
39.357991
-95.434262
0
10,245
2020-06-24 04:04:31
4,092,452,671,396,169,700
fraud_Willms, Kris and Bergnaum
shopping_pos
1,094.03
Jeffrey
Vargas
M
478 Alexandria Mount
Bolton
NC
28,423
34.3091
-78.3372
2,290
Engineer, biomedical
1945-12-07
0b56c306478a8d4fdf56643ef463fe51
1,372,046,671
33.51093
-78.90473
0
10,246
2020-06-24 04:06:20
2,720,433,095,629,877
fraud_Raynor, Reinger and Hagenes
gas_transport
73.46
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
5362de75b7431c3784c4015050459fd9
1,372,046,780
44.972193
-70.673741
0
10,247
2020-06-24 04:07:56
4,149,238,353,975,790
fraud_Goldner, Kovacek and Abbott
grocery_pos
108.1
Tanner
Carroll
M
494 Burke Ports
Cokeburg
PA
15,324
40.1008
-80.0652
632
Dealer
1989-04-08
66332bfb9be0911bdca06e5f108dd071
1,372,046,876
39.838957
-79.373038
0
10,248
2020-06-24 04:07:56
30,290,551,782,700
fraud_Schroeder, Hauck and Treutel
entertainment
1.47
John
Clarke
M
27909 Peter Motorway
Cadiz
KY
42,211
36.802
-87.8286
13,422
Commissioning editor
1961-09-03
25c0d29f179e06656137537020098cbb
1,372,046,876
37.193015
-88.136463
0
10,249
2020-06-24 04:08:12
4,873,783,502,705,038
fraud_Hamill-Daugherty
misc_net
29.94
Elizabeth
Maxwell
F
194 Goodman Fall Apt. 569
Burlington
WA
98,233
48.4786
-122.3345
14,871
Public house manager
1974-03-10
6c807703ceb4f8d98824bbdf2ff9e477
1,372,046,892
48.525072
-122.50191
0
10,250
2020-06-24 04:08:51
30,238,755,902,988
fraud_Raynor, Feest and Miller
gas_transport
52.06
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
acd19b456cab5bc77b68f83e6e38846e
1,372,046,931
31.00158
-97.603237
0
10,251
2020-06-24 04:10:05
4,917,187,576,956,394
fraud_Roob, Conn and Tremblay
shopping_pos
9.78
Joel
Rivera
M
121 Solis Summit Apt. 934
Tryon
OK
74,875
35.8759
-96.9623
1,165
Psychotherapist, child
1944-11-11
4034d37370c75b94241ad2599e65a4d0
1,372,047,005
35.540131
-97.128245
0
10,252
2020-06-24 04:11:58
4,048,508,450,704,760
fraud_Schaefer, Maggio and Daugherty
gas_transport
41.87
Cheryl
Melton
F
5053 Bell Crescent Apt. 255
Fullerton
NE
68,638
41.366
-98.0054
1,749
Surveyor, mining
1973-05-07
487d1313bccd9a858c0b9bce4c68563a
1,372,047,118
42.121455
-98.001538
0
10,253
2020-06-24 04:12:06
3,523,898,249,167,098
fraud_Bednar Group
misc_net
12.3
Joshua
Carpenter
M
04975 Allison Shoal
Bronx
NY
10,463
40.8798
-73.9067
1,382,480
Therapist, drama
1990-11-09
9bb25bd6b3c2aa300e9c76b38b89b2c8
1,372,047,126
40.057247
-74.351991
0
10,254
2020-06-24 04:14:19
3,556,613,125,071,656
fraud_Kovacek, Dibbert and Ondricka
grocery_pos
53.14
Jose
Vasquez
M
572 Davis Mountains
Lake Jackson
TX
77,566
29.0393
-95.4401
28,739
Futures trader
1999-12-27
75bae5a682b137a4c224fae059b36cdc
1,372,047,259
29.324432
-95.384652
0
10,255
2020-06-24 04:15:01
3,560,797,065,840,735
fraud_Murray-Smitham
grocery_pos
107.1
Janet
Turner
F
0925 Lang Extensions
Shields
ND
58,569
46.1838
-101.2589
77
Film/video editor
1989-12-17
974b9e6db25697216d33179239130b4f
1,372,047,301
45.830189
-101.577941
0
10,256
2020-06-24 04:15:04
6,011,381,817,520,024
fraud_Doyle Ltd
grocery_pos
109.89
Kristen
Allen
F
8619 Lisa Manors Apt. 871
Lagrange
WY
82,221
41.6423
-104.1974
635
Product/process development scientist
1973-07-13
bd7b46b042a92fef86d4272f09c31e53
1,372,047,304
42.20322
-104.132525
0
10,257
2020-06-24 04:16:25
60,422,928,733
fraud_Nitzsche, Kessler and Wolff
shopping_pos
3.33
Jeffrey
Powers
M
38352 Parrish Road Apt. 652
North Augusta
SC
29,860
33.6028
-81.9748
46,944
Secondary school teacher
1942-04-02
a2be5527406907bf20f0c83680e450c8
1,372,047,385
34.169607
-82.303582
0
10,258
2020-06-24 04:16:32
4,640,395,708,703
fraud_Nader-Heller
misc_net
70.03
Melissa
Krause
F
67632 Martin Gateway
Fordoche
LA
70,732
30.6576
-91.6264
1,178
Community education officer
1951-06-13
4e92eaca6ee78afec905c41b8f6be427
1,372,047,392
30.305813
-92.214178
0
10,259
2020-06-24 04:17:26
30,364,087,349,027
fraud_Rutherford-Mertz
grocery_pos
70.53
Samuel
Sandoval
M
0005 Morrison Land
Mounds
OK
74,047
35.8896
-96.0887
7,163
Fitness centre manager
1982-02-05
98d4d5d59433087a0baa92b0e94edfa9
1,372,047,446
36.819725
-95.173651
0
10,260
2020-06-24 04:18:48
4,908,846,471,916,297
fraud_Casper, Hand and Zulauf
grocery_pos
176.22
Lauren
Torres
F
03030 White Lakes
Grandview
TX
76,050
32.2779
-97.2351
5,875
Radiographer, therapeutic
1992-07-24
65a4bb2461c68adf7551a2d2cf377173
1,372,047,528
32.390719
-96.249411
0
10,261
2020-06-24 04:20:26
6,011,382,886,333,463
fraud_Lockman Ltd
grocery_pos
148.15
Martin
Duarte
M
6251 Payne Flats Apt. 581
Luzerne
MI
48,636
44.6001
-84.2931
864
General practice doctor
1942-05-04
5b4ca18efc7555d90aba1b62e3e11da9
1,372,047,626
44.538056
-84.078053
0
10,262
2020-06-24 04:21:10
4,471,568,287,204
fraud_Mraz-Herzog
gas_transport
81.02
Dakota
Maldonado
M
369 Cochran Radial
Pelham
NC
27,311
36.4899
-79.4736
3,402
Insurance underwriter
1927-10-24
d3a96c9c3aedc7012577f203646a9768
1,372,047,670
36.07989
-78.842086
0
10,263
2020-06-24 04:21:20
3,540,210,836,308,425
fraud_DuBuque LLC
grocery_pos
78.09
Steven
Yoder
M
94975 David Mews Apt. 316
Summerfield
TX
79,085
34.7437
-102.5064
53
Fisheries officer
1992-06-19
a18e90113e6ea896e657fd397ed74f3a
1,372,047,680
34.218188
-102.283157
0
10,264
2020-06-24 04:21:48
30,230,540,139,182
fraud_Halvorson Group
misc_pos
29.99
Hayden
Sanders
M
8465 Reed Green Suite 559
Montandon
PA
17,850
40.9661
-76.8575
645
Orthoptist
1974-05-18
86a1ea00d4fd0fe5bc2867c5d9058762
1,372,047,708
40.643473
-77.709018
0
10,265
2020-06-24 04:21:57
4,446,368,897,795,790
fraud_Vandervort-Funk
grocery_pos
89.06
Ryan
Joseph
M
8850 Jessica Center
Atlantic
VA
23,303
37.9073
-75.5089
741
Geologist, engineering
1986-08-17
badc639e259e85be89c3d72a7d1f2f93
1,372,047,717
38.71473
-75.678176
0
10,266
2020-06-24 04:22:17
60,416,207,185
fraud_Koss and Sons
gas_transport
46.95
Mary
Diaz
F
9886 Anita Drive
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Information systems manager
1986-02-17
b2850fc1df65e4535ad8c03c99669379
1,372,047,737
43.876061
-108.096652
0
10,267
2020-06-24 04:24:40
344,709,867,813,900
fraud_Christiansen-Gusikowski
misc_pos
14.85
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
5ae5396c0054f8daf31fea2ede7cfe47
1,372,047,880
26.690237
-80.839626
0
10,268
2020-06-24 04:25:38
30,270,432,095,985
fraud_Koepp-Parker
grocery_pos
104.8
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
deb02ae94be3906e3048e5da0a8798fc
1,372,047,938
40.339258
-90.153551
0
10,269
2020-06-24 04:25:39
4,149,238,353,975,790
fraud_Bailey-Morar
grocery_pos
89.09
Tanner
Carroll
M
494 Burke Ports
Cokeburg
PA
15,324
40.1008
-80.0652
632
Dealer
1989-04-08
48a76ee0aa7451459f901f2e0ea8823f
1,372,047,939
39.904096
-79.308565
0
10,270
2020-06-24 04:25:45
374,656,033,243,756
fraud_Rohan, White and Aufderhar
misc_net
1.04
David
Lewis
M
1499 Michael Rue
Arlington
VA
22,213
38.8954
-77.1633
207,410
Mudlogger
1984-07-03
5e9f1673bc3566a1ec67c67fab7cfede
1,372,047,945
38.828988
-76.299394
0
10,271
2020-06-24 04:26:42
4,570,636,521,433,188
fraud_Bogisich Inc
grocery_pos
179.64
Christine
Leblanc
F
5097 Jodi Vista Suite 811
Deltona
FL
32,725
28.8989
-81.2473
88,735
Commercial horticulturist
1988-04-09
37630c5fbb0139115695d3c0b3cf18fc
1,372,048,002
29.689074
-82.235566
0
10,272
2020-06-24 04:27:19
676,309,913,934
fraud_Casper, Hand and Zulauf
grocery_pos
58.22
Robert
Martinez
M
3683 Parrish Circles
Pueblo
CO
81,005
38.2352
-104.66
151,815
Further education lecturer
1988-01-04
b552f3319fec24e3d395945aefe20607
1,372,048,039
37.4602
-105.392147
0
10,273
2020-06-24 04:27:27
374,930,071,163,758
fraud_Mante Group
misc_net
12.24
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
daae3f442eb5a75948739707b4693556
1,372,048,047
42.700503
-84.107825
0
10,274
2020-06-24 04:27:53
3,559,679,414,981,506
fraud_Osinski, Ledner and Leuschke
grocery_pos
209
Olivia
Stephenson
F
292 Cassidy Oval
Lowville
NY
13,367
43.7893
-75.4156
8,830
Theme park manager
1991-03-29
9e5e50bfc08295a7f2cd5276e7dbd538
1,372,048,073
44.694666
-75.932033
0
10,275
2020-06-24 04:32:13
377,234,009,633,447
fraud_Willms, Kris and Bergnaum
shopping_pos
41.28
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
f60f4efb57e5c9bb3f8f20cf3ce520d3
1,372,048,333
39.962902
-77.0543
0
10,276
2020-06-24 04:34:12
3,589,255,887,819,806
fraud_Johnson, Runolfsdottir and Mayer
misc_net
7.66
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
1984-02-14
945e4270f29ae0a1686eee41e4589118
1,372,048,452
39.137661
-77.29382
0
10,277
2020-06-24 04:34:41
30,242,921,189,660
fraud_Parisian, Schiller and Altenwerth
misc_net
9.07
Dalton
Jones
M
3304 Hernandez Run
Afton
MI
49,705
45.3637
-84.4695
937
Technical brewer
1958-04-06
1f6324a84e9fac0bee931f70011fd965
1,372,048,481
44.393128
-84.718618
0
10,278
2020-06-24 04:35:12
2,248,348,993,063,230
fraud_Jewess LLC
shopping_pos
147.01
Jennifer
Scott
F
376 John Fork Suite 848
Randolph
OH
44,265
41.0109
-81.2977
51
Mechanical engineer
1960-08-05
b54da9e1823ddcee85c3a128364364a4
1,372,048,512
40.722344
-81.054251
0
10,279
2020-06-24 04:36:34
4,651,007,077,623,147
fraud_Botsford Ltd
shopping_pos
4.08
Andrea
Lewis
F
43075 Cohen Shoals
Ashford
WA
98,304
46.7531
-121.9898
759
Video editor
1956-09-14
3481a37e5a8b3f78a9e9c2a98e6418ad
1,372,048,594
46.300681
-121.855081
0
10,280
2020-06-24 04:36:34
676,275,912,597
fraud_Kris-Weimann
misc_net
120.7
Edward
Hensley
M
24318 Dixon Mills
Elk Rapids
MI
49,629
44.8955
-85.4082
2,223
Chief Financial Officer
1986-01-18
4d33f064755489b7b99ba5b7be5a60d1
1,372,048,594
45.729853
-86.232562
0
10,281
2020-06-24 04:38:27
2,305,336,922,781,618
fraud_Doyle Ltd
grocery_pos
140.23
Jeffrey
Rice
M
21447 Powell Circle
Moulton
IA
52,572
40.6866
-92.6833
1,132
Probation officer
1961-02-14
54f9221b8b65639858cf08bef9a71f77
1,372,048,707
40.404198
-92.569328
0
10,282
2020-06-24 04:38:51
2,266,735,643,685,262
fraud_Harber Inc
gas_transport
66.82
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
1972-07-25
c7219ad00742fa3a45b7fcf196313dc3
1,372,048,731
35.014176
-86.827595
0
10,283
2020-06-24 04:39:02
4,874,017,206,859,125
fraud_Bailey-Morar
grocery_pos
177.97
Lauren
Williams
F
065 Jones Stravenue
Lake Oswego
OR
97,034
45.4093
-122.6847
42,817
Planning and development surveyor
1982-05-28
09953cdd0a118cbf88f286e6bc18d334
1,372,048,742
45.650606
-123.339556
0
10,284
2020-06-24 04:39:24
501,831,082,224
fraud_Berge LLC
gas_transport
34.79
Corey
Jones
M
709 George Underpass Apt. 080
West Decatur
PA
16,878
40.9493
-78.3129
1,762
Armed forces logistics/support/administrative officer
1962-05-04
4d352e95cc3a86dc2dc7bb174a37d6a1
1,372,048,764
40.606174
-78.277219
0
10,285
2020-06-24 04:39:45
5,559,857,416,065,248
fraud_Reichert, Huels and Hoppe
shopping_net
81.97
Jack
Hill
M
5916 Susan Bridge Apt. 939
Grenada
CA
96,038
41.6125
-122.5258
589
Systems analyst
1945-12-21
3dc037bbe79a037f602f5cfa69c04643
1,372,048,785
41.520421
-121.592754
0
10,286
2020-06-24 04:43:18
371,226,440,126,102
fraud_Dach-Nader
misc_net
1.5
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
f2526f3f284ab85bbc94baffed8616bf
1,372,048,998
39.071771
-88.967646
0
10,287
2020-06-24 04:44:06
676,369,110,710
fraud_Paucek-Wiza
grocery_net
68.34
David
Wolfe
M
81261 Garcia Underpass Suite 741
Southfield
MI
48,034
42.4969
-83.2911
75,830
Engineer, automotive
1974-12-28
af5209a1546f6f1530b0d588f933171d
1,372,049,046
41.91212
-83.801449
0
10,288
2020-06-24 04:44:38
2,242,542,703,101,233
fraud_Erdman-Kertzmann
gas_transport
44.63
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
8e51fcf70c1261566d7db0be9286b054
1,372,049,078
37.655591
-86.24933
0
10,289
2020-06-24 04:45:04
343,668,971,234,893
fraud_Heaney-Marquardt
entertainment
15.45
Sally
Moore
F
835 Reese Views Suite 884
Hopkins
SC
29,061
33.9349
-80.8449
13,717
Chiropodist
1949-11-16
2a77009223cb67d177145b086fe07616
1,372,049,104
34.299708
-80.667759
0
10,290
2020-06-24 04:45:27
6,550,399,784,335,736
fraud_Lockman Ltd
grocery_pos
73.83
Harry
Mckee
M
95351 Sullivan Viaduct Apt. 239
Port Charlotte
FL
33,981
26.9379
-82.2388
79,008
Quantity surveyor
1984-08-31
6631c5ac7f66ac4cf595039a2a5e4635
1,372,049,127
27.473048
-82.473693
0
10,291
2020-06-24 04:46:13
4,861,310,130,652,567,000
fraud_Luettgen PLC
gas_transport
54.27
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
91aaa613d8ab42920fa4b28027875833
1,372,049,173
30.127432
-91.599828
0
10,292
2020-06-24 04:48:10
4,839,043,708,100,390
fraud_Shields Inc
grocery_net
19.46
Meredith
Campbell
F
043 Hanson Turnpike
Hedrick
IA
52,563
41.1826
-92.3097
1,583
Geochemist
1999-06-28
b7c54121eacca31f42f7bfd95924dbbd
1,372,049,290
41.291606
-92.088111
0
10,293
2020-06-24 04:49:28
4,810,839,835,482,794,000
fraud_Hackett-Lueilwitz
grocery_pos
65.58
Carolyn
Perez
F
433 Blake Roads Suite 967
Wheaton
MO
64,874
36.7651
-94.0492
760
Production manager
1985-08-31
0d4133534a8a723a6ac7975e637cfcc0
1,372,049,368
37.280679
-93.789609
0
10,294
2020-06-24 04:50:45
3,543,299,015,720,986
fraud_Jaskolski-Vandervort
misc_net
112.94
Angela
White
F
137 Adam Dale
Lebanon
VA
24,266
36.8809
-82.0956
9,521
Teacher, English as a foreign language
1977-10-19
0acbe18cc4eaba4cbf21e17dc9f2280f
1,372,049,445
36.640468
-81.269595
0
10,295
2020-06-24 04:52:29
4,181,833,256,558,614,000
fraud_Doyle Ltd
grocery_pos
127.95
Jessica
Potter
F
7600 Stephen Course Suite 031
Red River
NM
87,558
36.6659
-105.4694
606
Surveyor, land/geomatics
1988-09-06
c1f3595f1ba2baf36b68a354a1bad86e
1,372,049,549
36.002959
-104.632479
0
10,296
2020-06-24 04:52:56
4,671,727,014,157,745
fraud_Brown PLC
misc_net
6.66
Kenneth
Edwards
M
3653 Ryan Crossroad
Andrews
IN
46,702
40.8618
-85.6067
2,304
Retail banker
1955-07-25
a1b6e5d5685c72dc5b63cc3ca5ee452c
1,372,049,576
39.946466
-86.532196
0
10,297
2020-06-24 04:53:01
676,173,792,455
fraud_Lehner, Mosciski and King
misc_net
4.64
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
b6e8156b9b7d2730a594ae6a957605fd
1,372,049,581
33.658696
-118.90872
0
10,298
2020-06-24 04:54:12
676,275,912,597
fraud_Hermann-Gaylord
misc_pos
30.53
Edward
Hensley
M
24318 Dixon Mills
Elk Rapids
MI
49,629
44.8955
-85.4082
2,223
Chief Financial Officer
1986-01-18
a5e65aa4a1d9ec8194a91fc6b091b039
1,372,049,652
44.182081
-85.870407
0
10,299
2020-06-24 04:55:32
4,155,021,259,183,870
fraud_Huel, Hammes and Witting
grocery_pos
115.06
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
18842c1bc82280368ad6c2f74d122f82
1,372,049,732
33.878462
-98.385008
0