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
14,100
2019-01-08 21:16:20
30,234,966,027,947
fraud_Erdman-Ebert
personal_care
13.28
Matthew
Lambert
M
7188 Melissa Crest Apt. 151
New Holstein
WI
53,061
43.9446
-88.0911
5,196
Child psychotherapist
1978-01-22
8c89ea0fc2d98cf12586ff061375e954
1,326,057,380
43.737815
-87.469901
0
14,101
2019-01-08 21:17:00
6,592,243,974,328,236
fraud_McKenzie-Huels
food_dining
26.43
Philip
Hart
M
97405 Vazquez Plains
Montgomery
AL
36,111
32.3374
-86.2715
214,703
Chemist, analytical
1994-10-07
244ba3898845ad336ac01a60f9df2106
1,326,057,420
32.594148
-86.035392
0
14,102
2019-01-08 21:18:03
4,914,700,582,394,237
fraud_Weimann-Lockman
kids_pets
28.06
John
Williams
M
8929 Phillips Corners Suite 259
Harmony
PA
16,037
40.8496
-80.1381
4,589
Bookseller
1956-05-01
f934cdd62770e4efab736e6fa2f0d68a
1,326,057,483
41.730954
-79.833874
0
14,103
2019-01-08 21:18:25
3,585,052,663,373,890
fraud_Nienow PLC
entertainment
61.76
Jeffery
Brown
M
296 Maria Street
West Eaton
NY
13,484
42.8546
-75.6605
176
Science writer
1963-12-28
4ac65c3588cf956738c10f6467a277cc
1,326,057,505
43.071947
-76.368496
0
14,104
2019-01-08 21:19:00
6,011,679,934,075,347
fraud_Lesch, D'Amore and Brown
food_dining
9.77
Jennifer
Gonzalez
F
5517 Stacy Land
Jelm
WY
82,063
41.0539
-106.0763
100
Public librarian
1974-04-16
97c058f9c3e6fa56b81d915f9302f6ed
1,326,057,540
40.212289
-105.760965
0
14,105
2019-01-08 21:20:06
3,576,144,910,346,950
fraud_Kutch-Wilderman
home
48.8
Thomas
Payne
M
9455 Kathleen Brook Apt. 651
Huslia
AK
99,746
65.6899
-156.292
277
Engineer, civil (consulting)
1965-11-06
98c2e0798237ee99465ed0a4f5ca4686
1,326,057,606
66.282585
-155.293576
0
14,106
2019-01-08 21:21:44
2,450,829,271,795,901
fraud_Kub-Heaney
health_fitness
85.54
Timothy
Kirby
M
7309 Sophia Causeway Suite 702
Sauk Rapids
MN
56,379
45.604
-94.1591
16,163
Hydrographic surveyor
1987-02-22
7d6f9b0c8d1386bc927184933109e37a
1,326,057,704
45.225586
-94.774115
0
14,107
2019-01-08 21:21:46
3,560,725,013,359,375
fraud_Kihn-Schuster
food_dining
8.45
Brooke
Smith
F
63542 Luna Brook Apt. 012
Notrees
TX
79,759
31.8599
-102.7413
23
Cytogeneticist
1969-09-15
3dd386e12c1de7924ac2ad8a42004966
1,326,057,706
32.134139
-103.363294
0
14,108
2019-01-08 21:21:51
4,158,945,090,781,624
fraud_Hirthe-Beier
health_fitness
11.99
Justin
Bell
M
5323 Walker Island
Pittsburgh
PA
15,217
40.4308
-79.9205
687,276
Scientist, marine
1973-10-19
dd63176a46468f0bae3f571408143afe
1,326,057,711
39.881059
-79.492652
0
14,109
2019-01-08 21:22:22
4,769,426,683,924,059,000
fraud_Haley, Batz and Auer
health_fitness
2.94
Andrea
Cruz
F
26572 Hodge Villages Suite 512
Mifflin
PA
17,058
40.5553
-77.4001
1,909
Mining engineer
1954-08-22
575bf9c4de8bc9c8992f03dc0acb4193
1,326,057,742
39.681188
-78.375753
0
14,110
2019-01-08 21:23:02
375,082,648,741,747
fraud_Kihn Inc
shopping_pos
8.74
Shannon
Bell
F
2918 David Spurs
Georgetown
MN
56,546
47.0999
-96.727
346
Research officer, trade union
1976-12-14
7b79e3b7a7369af4b53b4c8977a392bf
1,326,057,782
46.567064
-96.203713
0
14,111
2019-01-08 21:23:51
2,296,006,538,441,789
fraud_Waelchi-Wolf
kids_pets
24.64
Judy
Hogan
F
4970 Michelle Burgs
Brooklyn
NY
11,217
40.6816
-73.9798
2,504,700
Medical sales representative
1999-09-01
263ea292717fe399c5a773ba3245cea2
1,326,057,831
39.936512
-73.134846
0
14,112
2019-01-08 21:24:25
4,629,451,965,224,809
fraud_Feil-Morar
health_fitness
136.31
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
9432d2ba41aa522457e845d4b7355248
1,326,057,865
30.991003
-83.805544
0
14,113
2019-01-08 21:24:44
30,238,755,902,988
fraud_Cole, Hills and Jewess
home
89.52
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
6c57fa6db48b65f591214ed3767b6a2d
1,326,057,884
30.832352
-98.180079
0
14,114
2019-01-08 21:24:49
375,534,208,663,984
fraud_Kutch-Ferry
home
88.55
Tyler
Garcia
M
408 Bradley Rest
Doe Hill
VA
24,433
38.4207
-79.4629
99
Dance movement psychotherapist
1986-03-28
fa023e2dadd45bc6296b1707fbafc00f
1,326,057,889
37.515381
-78.66233
0
14,115
2019-01-08 21:24:50
4,457,732,997,086,323,700
fraud_Nolan-Williamson
kids_pets
61.58
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
1987-05-19
79b7a099947040e6980571bd45f78b01
1,326,057,890
38.451132
-121.476096
0
14,116
2019-01-08 21:24:54
30,343,344,410,970
fraud_Eichmann, Hayes and Treutel
travel
2.06
Jacob
Dawson
M
663 Anna Plaza
Marienville
PA
16,239
41.4622
-79.1306
4,172
Copywriter, advertising
1962-03-20
e468d2b6b82c99b618b98c7bca894471
1,326,057,894
42.019731
-78.471976
0
14,117
2019-01-08 21:24:57
3,523,898,249,167,098
fraud_Hermiston, Pacocha and Smith
health_fitness
128.04
Joshua
Carpenter
M
04975 Allison Shoal
Bronx
NY
10,463
40.8798
-73.9067
1,382,480
Therapist, drama
1990-11-09
b1283db6f89fd9280b957adfc3af7ebf
1,326,057,897
41.156421
-74.803766
0
14,118
2019-01-08 21:26:01
376,012,912,828,093
fraud_Nienow, Barrows and Romaguera
personal_care
50.91
Nathan
Mayer
M
478 Donovan Corners Apt. 803
Schaumburg
IL
60,193
42.0144
-88.0935
92,294
Claims inspector/assessor
1969-05-01
49d60eb16883562bac927b9cae6d63e5
1,326,057,961
41.663718
-88.562129
0
14,119
2019-01-08 21:26:31
2,264,937,662,466,770
fraud_Mohr Inc
shopping_pos
3.82
Juan
Sherman
M
5939 Garcia Forges Suite 297
San Antonio
TX
78,214
29.3641
-98.4924
1,595,797
Land
1995-10-17
584d13aaa2e022b6ebfebbe4fe102f63
1,326,057,991
29.704699
-99.458721
0
14,120
2019-01-08 21:26:44
6,011,367,958,204,270
fraud_Schiller Ltd
personal_care
1.75
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
e2709800a59e4a8d6735822715d01c61
1,326,058,004
41.854568
-81.972912
0
14,121
2019-01-08 21:27:43
3,566,094,707,272,327
fraud_Reichert, Shanahan and Hayes
shopping_net
34.96
Kristina
Stewart
F
47029 Jimmy Tunnel Apt. 106
Newhall
CA
91,321
34.3795
-118.523
34,882
Health physicist
1971-04-25
87056c187417d26e4c6f8ec40d8e221e
1,326,058,063
33.63355
-119.032612
0
14,122
2019-01-08 21:28:12
3,560,318,482,131,952
fraud_Schimmel-Olson
kids_pets
47.8
William
Skinner
M
524 Wu Spurs Suite 894
Mount Hope
AL
35,651
34.4793
-87.4769
1,312
Librarian, academic
1955-02-01
a705c5e27d6b6b686a4d39bdaf12c701
1,326,058,092
33.792298
-88.223136
0
14,123
2019-01-08 21:28:50
3,560,797,065,840,735
fraud_Schmidt and Sons
shopping_net
13.47
Janet
Turner
F
0925 Lang Extensions
Shields
ND
58,569
46.1838
-101.2589
77
Film/video editor
1989-12-17
0c5f3b39e51230d57c76e29dc4c648ae
1,326,058,130
46.662287
-100.843238
0
14,124
2019-01-08 21:29:23
60,495,593,109
fraud_Pollich LLC
home
218.73
Randall
Dillon
M
4440 George Mills Suite 591
Dallas
TX
75,210
32.7699
-96.743
1,263,321
Television camera operator
1942-11-24
bf1b7de510d4a74496af32c061374b0b
1,326,058,163
33.248405
-96.654457
0
14,125
2019-01-08 21:29:59
30,131,826,429,364
fraud_Johns Inc
entertainment
419.71
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
1affc3e0c6ed7819737da5edf0c13da2
1,326,058,199
35.738466
-83.857062
0
14,126
2019-01-08 21:30:09
4,481,131,401,752
fraud_Kassulke PLC
shopping_net
3.74
Frank
Foster
M
37910 Ward Lights
Shrewsbury
MA
1,545
42.2848
-71.7205
35,299
English as a second language teacher
1975-04-30
e468a5425b0a1f4a202c43b5e0b4c5cd
1,326,058,209
42.892924
-72.279059
0
14,127
2019-01-08 21:30:52
342,319,985,983,023
fraud_Gulgowski LLC
home
64.54
Bryan
Pugh
M
6366 French Field
Margaretville
NY
12,455
42.1852
-74.6178
1,988
Environmental health practitioner
1978-05-23
948ed4d90353bb9a2c80e67791eb6cf4
1,326,058,252
42.46894
-74.327151
0
14,128
2019-01-08 21:32:28
5,501,083,170,975,659
fraud_Schiller, Blanda and Johnson
home
31.7
Wayne
Payne
M
587 Bradley Inlet Suite 281
Cuyahoga Falls
OH
44,223
41.1464
-81.5107
47,772
Equities trader
1966-01-04
71d02af5455b154f003ca036d18eacf2
1,326,058,348
41.964476
-81.570196
0
14,129
2019-01-08 21:33:20
6,011,438,889,172,900
fraud_Jewess LLC
shopping_pos
41.59
Allison
Allen
F
40624 Rebecca Spurs
De Witt
AR
72,042
34.2853
-91.3336
5,161
Electrical engineer
1993-04-08
aa8696362556403da15238fdf831e9e3
1,326,058,400
33.533745
-91.114547
0
14,130
2019-01-08 21:33:31
4,169,388,510,116
fraud_Turcotte, McKenzie and Koss
entertainment
37.47
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
1962-09-27
e6a0465946261a5133970fa18501fe10
1,326,058,411
42.577087
-77.587672
0
14,131
2019-01-08 21:33:38
213,156,747,557,083
fraud_Eichmann, Hayes and Treutel
travel
6.18
Adam
Santos
M
725 Jo Trace Apt. 102
Glendale
CA
91,206
34.1556
-118.2322
172,817
Advertising account planner
1982-07-30
774693f65d978be8ed35f621822c6a48
1,326,058,418
35.14013
-117.817503
0
14,132
2019-01-08 21:35:02
3,511,378,610,369,890
fraud_Schuppe-Schuppe
food_dining
2.85
James
Cooper
M
663 Ramirez Trace Apt. 951
Huntsville
AL
35,811
34.7789
-86.5438
190,178
Television production assistant
1973-04-01
c6c40d1f6f53631984ab6a44229766f6
1,326,058,502
34.846149
-85.949386
0
14,133
2019-01-08 21:35:39
4,102,003,771,126,577,700
fraud_Walter, Hettinger and Kessler
personal_care
2.81
William
Fitzgerald
M
715 Courtney Pike Suite 932
Keller
TX
76,248
32.9276
-97.2489
95,035
Probation officer
1987-06-13
4d06c7b0407f62b1ccefe216fa7655f7
1,326,058,539
33.069678
-97.504843
0
14,134
2019-01-08 21:35:53
30,230,540,139,182
fraud_Jast-McDermott
shopping_pos
142.07
Hayden
Sanders
M
8465 Reed Green Suite 559
Montandon
PA
17,850
40.9661
-76.8575
645
Orthoptist
1974-05-18
c9edb3ebe848a40d606d9e4a0eaaa226
1,326,058,553
40.316717
-76.602658
0
14,135
2019-01-08 21:35:53
213,120,463,918,358
fraud_Reilly LLC
home
87.39
Willie
Jordan
M
529 West Key
Spearsville
LA
71,277
32.955
-92.587
1,758
Psychologist, forensic
1957-08-08
b4d0892dc9111bc2523eb94e58e29abd
1,326,058,553
33.8789
-93.076747
0
14,136
2019-01-08 21:37:16
349,612,764,943,496
fraud_Schneider, Hayes and Nikolaus
food_dining
56.98
Xavier
Beltran
M
61107 Edwards Dam Apt. 463
Big Creek
KY
40,914
37.1046
-83.5706
467
Psychologist, forensic
1984-06-04
7aa1c0f5d853519454dd1896f7d640e3
1,326,058,636
38.05491
-82.80932
0
14,137
2019-01-08 21:37:58
4,666,314,527,820,883,000
fraud_Konopelski, Schneider and Hartmann
food_dining
65.51
Guy
Thompson
M
5812 Ramos Oval Suite 598
Ravenna
NE
68,869
41.0233
-98.9041
2,202
Solicitor, Scotland
1974-06-21
0a011e4938d08f02dfc111dc86e2fdd5
1,326,058,678
41.617423
-98.446655
0
14,138
2019-01-08 21:38:04
4,497,451,418,073,897,000
fraud_Pouros-Conroy
shopping_pos
6.14
Elizabeth
Glover
F
246 Stewart Green Suite 149
West Monroe
LA
71,291
32.5317
-92.176
54,185
Radiographer, diagnostic
1992-11-20
63c57c2de54ceef2457b7f1ed8b40576
1,326,058,684
33.3462
-92.885573
0
14,139
2019-01-08 21:38:14
4,079,773,899,158
fraud_Feil, Hilpert and Koss
food_dining
7.08
Eric
Preston
M
7020 Doyle Stream Apt. 951
Mesa
ID
83,643
44.6255
-116.4493
129
Cartographer
1965-12-15
e169db216052402ee13bc3967f5fbfb0
1,326,058,694
43.986774
-117.367571
0
14,140
2019-01-08 21:38:50
4,210,078,554,961,359,000
fraud_Corwin-Romaguera
travel
7.04
Valerie
Clark
F
7402 West Ranch
Lowell
OR
97,452
43.921
-122.7806
1,420
Systems analyst
1965-11-11
86c75d9187358fa19a7ea9a86b9c6cbb
1,326,058,730
44.528587
-123.498463
0
14,141
2019-01-08 21:40:51
4,561,546,772,499
fraud_Hermann and Sons
shopping_pos
8.9
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
c7876605c7c930ba51370df55eca8e70
1,326,058,851
34.414433
-105.627043
0
14,142
2019-01-08 21:43:25
4,149,238,353,975,790
fraud_Shanahan-Lehner
personal_care
67.5
Tanner
Carroll
M
494 Burke Ports
Cokeburg
PA
15,324
40.1008
-80.0652
632
Dealer
1989-04-08
87f741af3e0396ef04b79f95080cc8b2
1,326,059,005
39.371663
-80.277751
0
14,143
2019-01-08 21:44:01
377,264,520,876,399
fraud_Hahn, Douglas and Schowalter
travel
3.72
Kara
Miles
F
2076 Thomas Roads Suite 970
Cassatt
SC
29,032
34.3424
-80.5
4,424
Lawyer
1961-07-31
91a19bec2f3bff852be53dbbc9109fe6
1,326,059,041
34.019832
-80.716054
0
14,144
2019-01-08 21:45:21
375,767,678,113,375
fraud_Cole, Hills and Jewess
home
44.53
Christopher
Patterson
M
16744 Campbell Wall Apt. 372
Timberville
VA
22,853
38.6476
-78.7717
4,367
Waste management officer
1962-04-12
6cdf756f67581f213d0d979d0af48803
1,326,059,121
38.972709
-79.173094
0
14,145
2019-01-08 21:45:58
213,161,231,269,724
fraud_Gutmann, McLaughlin and Wiza
home
46.08
Alyssa
Morgan
F
622 Robin Run Suite 764
Gadsden
AL
35,901
34.048
-85.9246
67,082
Physiological scientist
1963-02-09
e54e53409b133cbec7697dab78a5952a
1,326,059,158
34.452602
-84.971885
0
14,146
2019-01-08 21:46:13
213,199,865,312,311
fraud_Kub PLC
personal_care
24.19
Christopher
Miller
M
493 Fitzgerald Fields Suite 454
Varnell
GA
30,756
34.9298
-84.9885
74
Pensions consultant
1944-05-14
5229b263c3ffbb6656cfe828c8a7ee7c
1,326,059,173
34.636236
-84.103109
0
14,147
2019-01-08 21:48:36
4,826,655,832,045,236
fraud_Monahan-Morar
personal_care
34.49
Tami
Forbes
F
5204 Robinson Plaza Suite 897
Barnstable
MA
2,630
41.6983
-70.3001
1,850
Counselling psychologist
1963-12-29
2c71cfaad1d6339af7b0d6ffebb9bf8a
1,326,059,316
42.363761
-70.537017
0
14,148
2019-01-08 21:48:49
213,126,662,687,660
fraud_Ziemann-Waters
health_fitness
15.62
Christopher
Luna
M
242 Brian Mountain
Laredo
TX
78,040
27.5155
-99.4986
248,858
Video editor
1971-01-28
1167a485af56731be91f34fbb42bb3d0
1,326,059,329
27.431061
-99.280568
0
14,149
2019-01-08 21:48:58
30,561,214,688,470
fraud_Bernhard, Grant and Langworth
shopping_pos
6.44
Gina
Morrison
F
41851 Victor Drives Suite 219
Allentown
PA
18,103
40.5891
-75.4645
166,081
Scientist, research (maths)
1998-10-01
b2b01bd751c2d5d71fd12f781e2d6aff
1,326,059,338
41.045896
-75.31765
0
14,150
2019-01-08 21:50:03
30,242,921,189,660
fraud_Marvin-Lind
personal_care
102.58
Dalton
Jones
M
3304 Hernandez Run
Afton
MI
49,705
45.3637
-84.4695
937
Technical brewer
1958-04-06
6a420bf087279fdc4cec6a5f841cf253
1,326,059,403
46.061627
-84.566631
0
14,151
2019-01-08 21:50:32
4,839,615,922,685,395
fraud_Altenwerth-Kilback
home
39.69
Phillip
Robertson
M
85344 Smith Gateway Apt. 280
Harrodsburg
IN
47,434
39.013
-86.5457
76
Social researcher
1955-05-06
b826c76610d994f2a0302f86cc976374
1,326,059,432
38.829288
-86.753684
0
14,152
2019-01-08 21:51:56
3,501,509,250,702,469
fraud_Heaney-Marquardt
entertainment
58.66
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
6a61edda5702e07880c017b1cf9c773b
1,326,059,516
25.652382
-80.855072
0
14,153
2019-01-08 21:52:19
5,359,543,825,610,251
fraud_Gerhold LLC
home
39.26
Michael
Francis
M
1833 Jeanette Stravenue
Belgrade
MT
59,714
45.7801
-111.1439
18,182
Engineer, drilling
1975-06-29
a1d83fd15c31a6bf3a2c688154114cff
1,326,059,539
46.280514
-110.281137
0
14,154
2019-01-08 21:53:05
4,914,700,582,394,237
fraud_Rau-Grant
kids_pets
74.55
John
Williams
M
8929 Phillips Corners Suite 259
Harmony
PA
16,037
40.8496
-80.1381
4,589
Bookseller
1956-05-01
edb1d3d78ec5da6353a2b38fb7e7b67c
1,326,059,585
40.068604
-80.765956
0
14,155
2019-01-08 21:53:20
4,585,132,874,641
fraud_Renner Ltd
home
39.83
Karen
Gordon
F
543 Ware Path Apt. 593
Utica
MO
64,686
39.7417
-93.6289
271
Land/geomatics surveyor
1972-04-18
9472446f23f876894d83e5e64749398b
1,326,059,600
39.713152
-94.412864
0
14,156
2019-01-08 21:53:32
4,560,395,181,594,436,000
fraud_Wilkinson Ltd
entertainment
99.09
Angela
Taylor
F
6343 Ramirez Skyway Apt. 518
Lakeport
CA
95,453
39.047
-122.9328
11,256
Podiatrist
1972-10-18
8e100fe4b0c61ca65fa5e405660b9828
1,326,059,612
38.180137
-122.34785
0
14,157
2019-01-08 21:53:40
4,658,117,080,136
fraud_Kub PLC
personal_care
3.1
Dwayne
Martinez
M
490 Baldwin Alley Apt. 468
Crownpoint
NM
87,313
35.7206
-108.0271
5,662
IT consultant
1989-04-08
e05508a450351bf0674795f2e431356c
1,326,059,620
35.01683
-107.720826
0
14,158
2019-01-08 21:54:07
30,234,966,027,947
fraud_Ruecker, Beer and Collier
shopping_net
8.81
Matthew
Lambert
M
7188 Melissa Crest Apt. 151
New Holstein
WI
53,061
43.9446
-88.0911
5,196
Child psychotherapist
1978-01-22
3e3977648f64449182519655e073f390
1,326,059,647
44.187892
-87.183119
0
14,159
2019-01-08 21:54:50
4,767,265,376,804,500
fraud_Dare, Fritsch and Zboncak
health_fitness
21.55
Jennifer
Conner
F
4655 David Island
Dublin
PA
18,917
40.375
-75.2045
2,158
Transport planner
1961-06-19
d83132730339a09eee9a7afe6d8f40dd
1,326,059,690
39.503301
-75.40099
0
14,160
2019-01-08 21:54:51
2,305,336,922,781,618
fraud_Graham and Sons
health_fitness
131.28
Jeffrey
Rice
M
21447 Powell Circle
Moulton
IA
52,572
40.6866
-92.6833
1,132
Probation officer
1961-02-14
ed8bf867928ce42874aaffe2b46b0b2d
1,326,059,691
39.915359
-92.574278
0
14,161
2019-01-08 21:55:37
4,173,950,183,554,608
fraud_Feil-Morar
health_fitness
17.62
Stephen
Marshall
M
47144 Roberts Keys
Monmouth Beach
NJ
7,750
40.333
-73.9809
3,279
Health promotion specialist
1978-10-05
33e69162ee61fa3d18f9be07e1c89136
1,326,059,737
40.655843
-73.770861
0
14,162
2019-01-08 21:55:47
3,567,879,740,649,740
fraud_Hermiston, Russel and Price
food_dining
3.94
Tanya
Williams
F
566 Megan Well
Brownville
NY
13,615
44.0577
-76.0196
1,271
Producer, radio
1958-08-14
9159df03003a1ffd0f9ff15a775807f3
1,326,059,747
44.181635
-75.078689
0
14,163
2019-01-08 21:56:01
2,610,529,083,834,453
fraud_Pagac LLC
shopping_pos
305.71
Tanya
Dickerson
F
053 Kim Valley Suite 928
Old Hickory
TN
37,138
36.2416
-86.6117
22,191
Prison officer
1994-07-27
b469a782b6017b6cd05332e1f0d5fe62
1,326,059,761
36.482839
-87.010427
0
14,164
2019-01-08 21:56:38
630,441,765,090
fraud_Gulgowski LLC
home
22.61
Susan
Washington
F
759 Erin Mount Suite 956
May
TX
76,857
31.9571
-98.9656
1,791
Corporate investment banker
1965-07-26
a73d5a4dbd8ed444270066b0c1d56808
1,326,059,798
31.842916
-98.667319
0
14,165
2019-01-08 21:57:20
4,502,539,526,809,430,000
fraud_Bradtke, Torp and Bahringer
personal_care
114.95
Stephanie
Cummings
F
1025 Robin Square
Ash Flat
AR
72,513
36.2201
-91.6421
2,856
Hydrologist
1926-08-27
a56a27f525024d2c224cdd4af412297f
1,326,059,840
35.784875
-92.481299
0
14,166
2019-01-08 21:57:54
6,011,542,681,743,618
fraud_Champlin-Casper
home
6.33
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
b651154064316b7a307e443155a6d669
1,326,059,874
39.479915
-77.942044
0
14,167
2019-01-08 21:58:02
372,520,049,757,633
fraud_Streich, Dietrich and Barton
shopping_net
5.28
Lori
Ramirez
F
4293 Ramirez Squares
Ranier
MN
56,668
48.6031
-93.2977
136
Ceramics designer
2000-02-20
e05c09c43c2615dd23f0cdf56565c9f3
1,326,059,882
47.748426
-92.791631
0
14,168
2019-01-08 21:58:02
4,481,131,401,752
fraud_Block Group
misc_pos
9.88
Frank
Foster
M
37910 Ward Lights
Shrewsbury
MA
1,545
42.2848
-71.7205
35,299
English as a second language teacher
1975-04-30
be0e83100e767a4fa09caf4449642d99
1,326,059,882
42.886911
-71.388473
0
14,169
2019-01-08 21:58:04
3,506,592,072,985,012
fraud_Pagac LLC
shopping_pos
9.09
Randy
Murphy
M
0356 Sarah Light
Ballwin
MO
63,021
38.577
-90.5255
92,608
Engineer, communications
2001-07-26
01df87474989af5d5eedd7f0086efc3b
1,326,059,884
38.18844
-90.230793
0
14,170
2019-01-08 21:59:01
4,792,627,764,422,478,000
fraud_Jewess LLC
shopping_pos
761.43
Margaret
Mendez
F
7952 Karen Pike
De Soto
KS
66,018
38.9462
-94.9714
5,760
Chief Executive Officer
1978-10-01
30e2437e4744c7b91fe058766fc3f2ec
1,326,059,941
38.015958
-94.197979
0
14,171
2019-01-08 21:59:47
343,668,971,234,893
fraud_Waelchi Inc
kids_pets
101.86
Sally
Moore
F
835 Reese Views Suite 884
Hopkins
SC
29,061
33.9349
-80.8449
13,717
Chiropodist
1949-11-16
fe344e044568bace8a1a2192b82e9773
1,326,059,987
33.614794
-80.979283
0
14,172
2019-01-08 22:00:34
4,607,072,969,078,276
fraud_Terry Ltd
home
20.14
Brenda
Perez
F
033 Tara Brook Suite 523
Coyle
OK
73,027
35.8985
-97.2607
1,493
Amenity horticulturist
1985-03-21
276bd8faf0dd085183a473574b6ea102
1,326,060,034
35.07961
-97.950614
0
14,173
2019-01-08 22:01:41
4,822,367,783,500,458
fraud_Macejkovic-Lesch
shopping_pos
4.12
Christopher
Farrell
M
97070 Anderson Land
Haines City
FL
33,844
28.0758
-81.5929
33,804
Exercise physiologist
1991-01-01
a166c1e78d0e1c76dd0ce03932e1507a
1,326,060,101
27.585298
-81.392946
0
14,174
2019-01-08 22:02:00
4,488,941,175,228,467
fraud_Reichel LLC
personal_care
66.89
Jacqueline
Washington
F
138 Stephen Ridges Apt. 978
Umatilla
FL
32,784
28.9254
-81.6801
11,432
Private music teacher
1986-03-31
ee3fb69102baa0cfbe48f506dfa79fcd
1,326,060,120
29.359799
-81.05394
0
14,175
2019-01-08 22:03:19
4,715,741,951,931,169,000
fraud_Waters-Cruickshank
health_fitness
12.35
Robert
Drake
M
463 Willie Estates
Burbank
OK
74,633
36.6966
-96.7869
471
Sub
1941-03-30
4c2c34a9c4f441e9875842a81a7794da
1,326,060,199
36.716835
-97.589506
0
14,176
2019-01-08 22:03:28
213,124,978,348,176
fraud_Eichmann-Kilback
home
80.21
Steven
Arnold
M
079 Chelsea Rest
Belfast
NY
14,711
42.32
-78.0943
1,766
Mechanical engineer
1962-06-04
8ec133981702c908bb1a2ef1cf8d9b85
1,326,060,208
41.971369
-77.507301
0
14,177
2019-01-08 22:03:34
3,575,540,972,310,993
fraud_Kilback and Sons
entertainment
39.92
Rachel
Villarreal
F
250 Carrie Throughway
University
MS
38,677
34.3396
-89.5736
4,198
Curator
2001-06-22
35f7c53ee67270e2b3b6a23efb3375a8
1,326,060,214
34.211925
-90.470999
0
14,178
2019-01-08 22:03:49
6,011,348,830,550,197
fraud_Spencer PLC
entertainment
8.51
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
656f32d67d235f26259efb7219b5d5f1
1,326,060,229
34.25331
-86.686681
0
14,179
2019-01-08 22:04:28
3,575,789,281,659,026
fraud_Kuphal-Toy
food_dining
378.2
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
1d8a1220f8ff620a2030e4bd893854bf
1,326,060,268
39.323291
-94.861025
0
14,180
2019-01-08 22:04:30
346,273,234,529,002
fraud_Walter, Hettinger and Kessler
personal_care
14.99
Donna
Moreno
F
32301 Albert River Suite 364
Ronceverte
WV
24,970
37.7418
-80.4626
4,575
Statistician
1991-10-22
fa02519049f392a419cfbb5762b9d5fd
1,326,060,270
38.413654
-80.032799
0
14,181
2019-01-08 22:04:36
3,556,613,125,071,656
fraud_Hickle Group
shopping_pos
5.73
Jose
Vasquez
M
572 Davis Mountains
Lake Jackson
TX
77,566
29.0393
-95.4401
28,739
Futures trader
1999-12-27
a919ac049780fd6b6f05d6aa95cc13fd
1,326,060,276
29.814415
-94.515618
0
14,182
2019-01-08 22:04:58
36,722,699,017,270
fraud_Kihn-Fritsch
food_dining
52.38
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
0cc69ab97975a7013b74b4ffd46c851f
1,326,060,298
33.169245
-110.863969
0
14,183
2019-01-08 22:05:28
4,223,708,906,367,574,000
fraud_Feil-Morar
health_fitness
74.93
Adam
Riddle
M
27718 Mason Bypass
Mount Saint Joseph
OH
45,051
39.0965
-84.6431
177
Exhibition designer
1974-05-30
99a2b64f2ce1eb7cb457cb382739fdc6
1,326,060,328
39.839123
-83.762615
0
14,184
2019-01-08 22:05:29
4,452,366,298,769,043
fraud_Berge-Hills
kids_pets
48.24
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
412fc9ef52f273aed4cfa25915d7f2c4
1,326,060,329
32.809281
-96.393406
0
14,185
2019-01-08 22:05:32
4,755,696,071,492
fraud_Heaney-Marquardt
entertainment
26.43
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
396402795f35b45d739d9e2656bfc357
1,326,060,332
32.189755
-97.253646
0
14,186
2019-01-08 22:05:51
3,593,118,134,380,341
fraud_Lang, Towne and Schuppe
kids_pets
29.53
Laura
Casey
F
6114 Moran Way
Steuben
ME
4,680
44.4971
-67.9503
1,131
Make
1959-05-10
8bcea35c32ff827abe9f37a52f88b1db
1,326,060,351
44.262364
-67.0057
0
14,187
2019-01-08 22:06:02
4,658,490,815,480,264
fraud_Jast and Sons
food_dining
44.2
Tara
Richards
F
4879 Cristina Station
Keisterville
PA
15,449
39.9636
-79.7853
184
Systems developer
1945-11-04
f68e54faab809360b176469cd47404fe
1,326,060,362
39.953098
-79.441733
0
14,188
2019-01-08 22:06:05
630,469,040,731
fraud_O'Hara-Wilderman
food_dining
23.86
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
1936-05-01
29f7b0e61d8a5edb7f2c4cb524bc4e6f
1,326,060,365
45.808034
-122.132241
0
14,189
2019-01-08 22:06:40
6,011,542,681,743,618
fraud_Gerhold LLC
home
57.54
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
1893d59362a81d59d20d0b650afbc908
1,326,060,400
39.760522
-77.786244
0
14,190
2019-01-08 22:06:56
374,930,071,163,758
fraud_Lowe, Dietrich and Erdman
kids_pets
100.84
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
a8ce9a95780b39c178e04e2fea3024d7
1,326,060,416
41.230993
-83.642601
0
14,191
2019-01-08 22:07:09
3,546,897,637,165,774
fraud_Harris Group
food_dining
64.1
Kayla
Obrien
F
7921 Robert Port Suite 343
Prairie Hill
TX
76,678
31.6591
-96.8094
263
Barrister
1956-05-30
b563e1791447df3b3f154e920bd9387c
1,326,060,429
31.731423
-97.565129
0
14,192
2019-01-08 22:07:56
630,484,879,808
fraud_Rau-Robel
kids_pets
49.73
Ian
Patton
M
8088 Sherman Radial Suite 689
Helm
CA
93,627
36.4992
-120.0936
123
Early years teacher
1973-02-07
50d8adb9dab52bb4fcf8a47dc85c9043
1,326,060,476
36.528397
-120.199115
0
14,193
2019-01-08 22:08:33
3,566,875,419,572,867
fraud_Breitenberg-Hermiston
kids_pets
50.63
Adam
Mcdonald
M
997 Cameron Meadow Apt. 980
South Hero
VT
5,486
44.64
-73.3113
1,654
Transport planner
1991-01-31
8c079459109d9d3e046597dfdab5dcd2
1,326,060,513
43.788225
-73.188212
0
14,194
2019-01-08 22:09:30
4,727,244,663,135,968
fraud_Lubowitz, Terry and Stracke
personal_care
8.2
Mary
Lewis
F
118 Justin Extension
Bay Minette
AL
36,507
30.8635
-87.7644
19,090
Science writer
1929-05-30
79a4bb733f9052889eecf4364416b3a8
1,326,060,570
30.596358
-87.495461
0
14,195
2019-01-08 22:11:16
3,543,299,015,720,986
fraud_Hickle Group
shopping_pos
63.23
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
b3fdbfb83075b1d2573e8c28e476ad75
1,326,060,676
35.9002
-83.070989
0
14,196
2019-01-08 22:11:20
4,469,777,115,158,235,000
fraud_Haley Group
misc_pos
11.44
Gregory
Graham
M
4005 Dana Glens
Methuen
MA
1,844
42.728
-71.181
47,249
Market researcher
1980-11-22
a25e620de21bd2ea52d040e30ad15024
1,326,060,680
43.523573
-70.706163
0
14,197
2019-01-08 22:12:18
4,430,881,574,719,618
fraud_O'Connell-Ullrich
home
2.43
Alicia
Morales
F
4456 Dunn Roads
Meredith
CO
81,642
39.3199
-106.6596
61
Public relations account executive
1939-11-04
81bf9bd8605e57f746a61ce7ec5d7408
1,326,060,738
38.920639
-106.296041
0
14,198
2019-01-08 22:12:43
3,549,202,406,645,667
fraud_Torp, Muller and Borer
health_fitness
26.26
Larry
Williams
M
6274 David Oval Suite 725
Scarborough
ME
4,074
43.5835
-70.3457
18,760
Make
1933-04-02
22e1fa04b8042b14beaed78f564c3569
1,326,060,763
44.347893
-70.054462
0
14,199
2019-01-08 22:13:36
630,451,534,402
fraud_Nolan-Williamson
kids_pets
11.6
Rachel
Daniels
F
561 Little Plain Apt. 738
Wetmore
MI
49,895
46.3535
-86.6345
765
Immunologist
1972-06-12
474ca515b9efe493a4806b5cb7318782
1,326,060,816
47.263412
-86.121649
0