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
5,600
2019-01-04 15:40:06
30,273,037,698,427
fraud_Bechtelar-Rippin
food_dining
7.23
Andrew
Patterson
M
06959 Stephen Branch Suite 246
Thida
AR
72,165
35.5762
-91.4539
111
Careers information officer
2000-06-13
d5abf930a8b52d571c30d1524bb8c7cb
1,325,691,606
35.866647
-90.567225
0
5,601
2019-01-04 15:40:06
3,586,008,444,788,268
fraud_Nader-Maggio
personal_care
57.62
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
6ab4bab0e7430a899dbb10d4b0e6f553
1,325,691,606
48.081151
-122.427199
0
5,602
2019-01-04 15:41:32
38,580,485,618,059
fraud_Hyatt-Blick
travel
5
Teresa
Clark
F
1323 Derek Mission
Noonan
ND
58,765
48.8856
-103.0098
248
Industrial/product designer
1968-05-13
556977297be04786f0117e48b4b2a82d
1,325,691,692
49.544658
-103.368766
0
5,603
2019-01-04 15:43:20
3,523,843,138,706,408
fraud_Zboncak, Rowe and Murazik
shopping_net
84.59
Grace
Williams
F
28812 Charles Mill Apt. 628
Plantersville
AL
36,758
32.6176
-86.9475
1,412
Drilling engineer
1970-11-20
6d1dacdfd8d4c45c13ae454718a6b928
1,325,691,800
32.426136
-87.370619
0
5,604
2019-01-04 15:44:02
4,265,776,278,887,457
fraud_Bednar PLC
kids_pets
25.79
Christine
Best
F
68248 Deanna Land
Enola
AR
72,047
35.2087
-92.2123
969
Physicist, medical
1954-01-05
a6e7fe5e28598af2cd2893f2185d0752
1,325,691,842
35.988462
-93.123899
0
5,605
2019-01-04 15:44:34
4,986,925,034,905,735
fraud_Lubowitz, Terry and Stracke
personal_care
102.98
Erika
Gonzalez
F
907 Courtney Via Apt. 896
Irvine
KY
40,336
37.6858
-83.9862
13,061
Editor, magazine features
1959-06-18
b55e0b2fcb7bca1f48d49b9ea7a3257c
1,325,691,874
37.791857
-84.902099
0
5,606
2019-01-04 15:44:46
3,583,635,130,604,947
fraud_Kuhic LLC
shopping_net
32.96
Crystal
Gamble
F
899 Michele View Suite 960
Philadelphia
PA
19,149
40.0369
-75.0664
1,526,206
Structural engineer
1985-01-01
536f1344dcbf9e831c50a88a2a7589d1
1,325,691,886
40.118946
-75.18187
0
5,607
2019-01-04 15:45:12
180,036,456,789,979
fraud_Mohr Inc
shopping_pos
9.94
Mackenzie
Salazar
F
982 Melissa Lock
Bagley
WI
53,801
42.9207
-91.0685
878
Risk analyst
1974-11-20
9c896c53d0dd4d3ed4d76e2cb8a564c4
1,325,691,912
43.045911
-90.871237
0
5,608
2019-01-04 15:45:16
4,979,422,371,139,333
fraud_Metz, Russel and Metz
kids_pets
10.1
Kelly
Zimmerman
F
1893 Katie Tunnel
Westerville
NE
68,881
41.4193
-99.3844
73
Product designer
1935-02-10
a937d87e7b6106ad35d5ccc8e206060a
1,325,691,916
41.177042
-98.909558
0
5,609
2019-01-04 15:46:04
4,477,156,602,511,939,600
fraud_Haley, Batz and Auer
health_fitness
138.28
Angela
Ross
F
0107 Clements Point
American Fork
UT
84,003
40.3928
-111.7941
42,384
Futures trader
1992-12-29
fbdeca8d96912c6e374ec1c817695bf4
1,325,691,964
40.856947
-111.685475
0
5,610
2019-01-04 15:48:13
180,064,817,343,047
fraud_Champlin-Casper
home
22.94
Patricia
Gonzalez
F
8973 Mark Drive
Stephensport
KY
40,170
37.9048
-86.524
344
Chartered public finance accountant
1967-03-30
7e354851f842a9743c584f372ec6d692
1,325,692,093
38.808934
-86.732724
0
5,611
2019-01-04 15:48:14
30,074,693,890,476
fraud_Skiles LLC
home
93.78
Kelsey
Richards
F
889 Sarah Station Suite 624
Holcomb
KS
67,851
37.9931
-100.9893
2,691
Arboriculturist
1993-08-16
4ab2c18f6d05c98e2def78f66b077acc
1,325,692,094
38.451297
-100.561683
0
5,612
2019-01-04 15:48:45
4,922,710,831,011,201
fraud_Bins, Balistreri and Beatty
shopping_pos
1,015.8
Heather
Chase
F
6888 Hicks Stream Suite 954
Manor
PA
15,665
40.3359
-79.6607
1,472
Public affairs consultant
1941-03-07
7bd2173c927f2df10a800991cce11f89
1,325,692,125
40.306614
-79.961163
1
5,613
2019-01-04 15:48:46
4,488,258,847,705,225,700
fraud_Morissette-Schaefer
personal_care
3.46
Jessica
Shaw
F
5745 Blair Locks
West Columbia
SC
29,170
33.9568
-81.1405
52,126
Chemical engineer
1929-08-23
b3f7be1895b48dc50069dfc4e51339ae
1,325,692,126
34.318189
-80.657382
0
5,614
2019-01-04 15:49:04
4,601,636,330,889
fraud_Willms, Kris and Bergnaum
shopping_pos
1,101.1
Mark
Rivera
M
383 Contreras Hills Suite 658
Humble
TX
77,338
30.0041
-95.2825
194,500
Tax adviser
1990-12-18
8af860f7a4b13e596c981b2f3f7e8d07
1,325,692,144
29.659752
-95.215897
0
5,615
2019-01-04 15:49:09
375,904,527,651,269
fraud_Friesen-Ortiz
personal_care
87.29
Ryan
Cook
M
75952 Wilson Course
Roseland
NE
68,973
40.4591
-98.5551
463
Nurse, mental health
1948-05-31
4adb474d483cfc770c9027f9791303d6
1,325,692,149
41.012213
-99.281249
0
5,616
2019-01-04 15:51:14
4,294,040,533,480,516
fraud_O'Connell, Botsford and Hand
home
93.05
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
1986-12-31
5127af1473b601be22922be4c97a63ba
1,325,692,274
33.515567
-81.223922
0
5,617
2019-01-04 15:51:24
3,545,109,339,866,548
fraud_Abbott-Steuber
personal_care
52.33
Keith
Sanders
M
8030 Beck Motorway
Moorhead
MS
38,761
33.4783
-90.5142
2,870
Chartered public finance accountant
1999-03-05
fa19a65fde1b5f52f621ccfda181ea33
1,325,692,284
33.872134
-89.765509
0
5,618
2019-01-04 15:52:12
30,343,344,410,970
fraud_Larkin Ltd
kids_pets
117.92
Jacob
Dawson
M
663 Anna Plaza
Marienville
PA
16,239
41.4622
-79.1306
4,172
Copywriter, advertising
1962-03-20
9a751e8a39aaa6d89aa72f4a7308a278
1,325,692,332
41.785225
-78.280117
0
5,619
2019-01-04 15:53:11
4,859,525,594,182,537
fraud_Lesch, D'Amore and Brown
food_dining
3.25
Rebecca
Farley
F
383 Long Islands
Downsville
NY
13,755
42.0716
-75.0152
1,228
Psychotherapist, child
1990-02-25
3dcc71d0457f96cdecc962dbf15e5c12
1,325,692,391
41.420828
-75.140646
0
5,620
2019-01-04 15:54:02
30,270,432,095,985
fraud_Reichert, Shanahan and Hayes
shopping_net
5.72
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
0ef699124adb9c5438851dc4851477de
1,325,692,442
40.046487
-91.306192
0
5,621
2019-01-04 15:55:03
2,305,336,922,781,618
fraud_Schmidt-Larkin
home
2.13
Jeffrey
Rice
M
21447 Powell Circle
Moulton
IA
52,572
40.6866
-92.6833
1,132
Probation officer
1961-02-14
8108d818727020f027871d03fcf81b82
1,325,692,503
40.52896
-91.770214
0
5,622
2019-01-04 15:56:00
4,178,097,073,221,156
fraud_Mohr-Bayer
shopping_net
74.54
Jill
Flores
F
639 Cruz Islands
Baroda
MI
49,101
41.9488
-86.4913
3,104
Horticulturist, commercial
1981-03-29
43acf4db958e2968a552d9aa6d21434f
1,325,692,560
41.366154
-86.77794
0
5,623
2019-01-04 15:59:36
4,610,050,989,831,291
fraud_Shields-Wunsch
health_fitness
72.92
James
Lynch
M
5155 Mary Common Apt. 927
Utica
PA
16,362
41.4798
-79.9403
1,102
Garment/textile technologist
1989-07-08
38ddfd69afe7deb5836a0a6dea7f853f
1,325,692,776
42.09193
-80.401421
0
5,624
2019-01-04 16:00:17
3,514,897,282,719,543
fraud_Terry Ltd
home
93.55
Steven
Faulkner
M
841 Cheryl Centers Suite 115
Farmington
NY
14,425
42.958
-77.3083
10,717
Cytogeneticist
1952-10-13
667366ea0d6c4b48f1f16573ccda21e7
1,325,692,817
43.130416
-78.253552
0
5,625
2019-01-04 16:00:57
630,451,534,402
fraud_Dare-Gibson
health_fitness
10.47
Rachel
Daniels
F
561 Little Plain Apt. 738
Wetmore
MI
49,895
46.3535
-86.6345
765
Immunologist
1972-06-12
9f16e804d90cb8e9a3099f0e9f5bea22
1,325,692,857
46.916808
-85.717614
0
5,626
2019-01-04 16:03:23
371,226,440,126,102
fraud_Haley, Batz and Auer
health_fitness
27.14
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
08c9a8072cd73226ae2a6fe471a437be
1,325,693,003
38.374134
-89.982039
0
5,627
2019-01-04 16:04:51
3,589,255,887,819,806
fraud_Stoltenberg-Beatty
shopping_pos
2,753.89
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
1984-02-14
0a33afbb38fbe6642fac284e9dc7104e
1,325,693,091
38.771454
-77.310217
0
5,628
2019-01-04 16:05:30
3,533,177,016,567,295
fraud_Schroeder, Hauck and Treutel
entertainment
50.94
Derek
Bentley
M
782 Lee Crossing Apt. 209
Weeping Water
NE
68,463
40.8731
-96.1528
1,517
Dealer
1951-11-08
8c58eda9fd922fc09dd1262d465ddc2f
1,325,693,130
40.117774
-96.639451
0
5,629
2019-01-04 16:06:42
2,229,378,226,512,508
fraud_Dare-Gibson
health_fitness
73.92
Thomas
Hale
M
949 Smith Parkway
Cazenovia
WI
53,924
43.4987
-90.2796
1,360
Occupational hygienist
1984-11-06
d87627b6aa18e3600c6830fa466cfb7e
1,325,693,202
44.420526
-91.053254
0
5,630
2019-01-04 16:08:37
3,531,129,874,770,000
fraud_Gutmann, McLaughlin and Wiza
home
40.63
Shelby
Mitchell
F
974 Cindy Stream
Brandon
VT
5,733
43.8065
-73.0882
5,895
Scientist, marine
1975-07-13
81c6976c395d79f9748a4b9f15d3e45b
1,325,693,317
44.178398
-72.369062
0
5,631
2019-01-04 16:08:44
2,222,001,896,600,109
fraud_Bode-Schuster
kids_pets
9.92
Susan
Hernandez
F
2193 Osborne Run Apt. 789
Moro
IL
62,067
38.9318
-89.9618
2,401
Buyer, industrial
1972-01-03
61cdfd7013304eaf6d1c8f3eaaad3bc2
1,325,693,324
39.462094
-90.752331
0
5,632
2019-01-04 16:12:27
4,810,839,835,482,794,000
fraud_Wiza, Schaden and Stark
misc_pos
3.64
Carolyn
Perez
F
433 Blake Roads Suite 967
Wheaton
MO
64,874
36.7651
-94.0492
760
Production manager
1985-08-31
4edb1602230ba1f0ec816e5e83876072
1,325,693,547
37.397446
-94.971054
0
5,633
2019-01-04 16:14:03
375,767,678,113,375
fraud_Pollich LLC
home
86.96
Christopher
Patterson
M
16744 Campbell Wall Apt. 372
Timberville
VA
22,853
38.6476
-78.7717
4,367
Waste management officer
1962-04-12
1372b9d4c6bd0de92d2d5397d317b428
1,325,693,643
39.234955
-78.146491
0
5,634
2019-01-04 16:14:26
3,577,578,023,716,568
fraud_Kirlin and Sons
personal_care
127.86
Debbie
Hughes
F
0182 Owens Burgs Suite 480
Diamond
OH
44,412
41.0935
-81.0425
2,644
Engineer, biomedical
1983-08-25
6237918c8c7ef494f47fede3149e5f94
1,325,693,666
40.870191
-80.486843
0
5,635
2019-01-04 16:14:34
4,173,950,183,554,608
fraud_Auer LLC
personal_care
27.27
Stephen
Marshall
M
47144 Roberts Keys
Monmouth Beach
NJ
7,750
40.333
-73.9809
3,279
Health promotion specialist
1978-10-05
9e745942a82af2d4950dc0d9083e34ee
1,325,693,674
40.493193
-73.431577
0
5,636
2019-01-04 16:14:59
372,520,049,757,633
fraud_Rippin, Kub and Mann
misc_net
64.4
Lori
Ramirez
F
4293 Ramirez Squares
Ranier
MN
56,668
48.6031
-93.2977
136
Ceramics designer
2000-02-20
ba504d4764c102e13cc3f64845833dc2
1,325,693,699
48.48336
-94.199755
0
5,637
2019-01-04 16:15:29
340,951,438,290,556
fraud_Hahn, Bahringer and McLaughlin
personal_care
17.38
Maria
Garcia
F
865 Thomas Village
Orangeburg
NY
10,962
41.0442
-73.9609
5,950
Records manager
1971-07-02
382cd2531579f6097bd0bd74aa68f08c
1,325,693,729
41.608116
-74.102591
0
5,638
2019-01-04 16:16:18
38,057,513,087,029
fraud_Bode-Schuster
kids_pets
34.38
Marissa
Clark
F
2677 Byrd Village Suite 035
San Jose
CA
95,148
37.3304
-121.7913
973,849
Geoscientist
1997-01-18
5b63041128f3be91b82554f9384f5e50
1,325,693,778
38.150906
-121.878503
0
5,639
2019-01-04 16:16:27
5,359,543,825,610,251
fraud_Rohan, White and Aufderhar
misc_net
9.69
Michael
Francis
M
1833 Jeanette Stravenue
Belgrade
MT
59,714
45.7801
-111.1439
18,182
Engineer, drilling
1975-06-29
db476bb7afb8b97d92f74591cf0daaa8
1,325,693,787
46.231378
-110.685976
0
5,640
2019-01-04 16:16:33
4,457,732,997,086,323,700
fraud_Fadel-Hilpert
health_fitness
74.72
Stanley
Mayo
M
3433 Jones Branch
Fiddletown
CA
95,629
38.5234
-120.6763
832
Immigration officer
1987-05-19
89848d813b35efb587dc217b1f8340af
1,325,693,793
38.282037
-121.463357
0
5,641
2019-01-04 16:16:47
2,288,748,891,690,227
fraud_Reilly and Sons
health_fitness
41.57
Kathleen
Heath
F
9297 Victor Rest Apt. 382
Albuquerque
NM
87,116
35.0561
-106.5506
641,349
Charity officer
1967-01-24
44b929bd99035d187e5a8f7d146634e3
1,325,693,807
35.777608
-107.434029
0
5,642
2019-01-04 16:18:03
676,281,772,837
fraud_Hilpert-Conroy
kids_pets
83.39
Alicia
Bishop
F
222 Freeman Islands
Whigham
GA
39,897
30.8836
-84.3246
3,430
Editor, commissioning
1950-03-25
747f9f0daf5287374df49e2e8d57c230
1,325,693,883
30.799087
-84.729475
0
5,643
2019-01-04 16:22:04
3,508,104,404,056,005
fraud_Rippin, Kub and Mann
misc_net
65.61
Michael
Fisher
M
401 Escobar Port
East Troy
WI
53,120
42.8035
-88.4092
9,679
Engineer, production
1991-04-11
d4a2440de225de77cdb72a4fb932152b
1,325,694,124
41.945375
-88.247084
0
5,644
2019-01-04 16:22:09
4,292,743,669,224,718,000
fraud_Keeling-Crist
misc_pos
47.33
Michael
Williams
M
35822 Clayton Street Apt. 679
Great Mills
MD
20,634
38.2674
-76.4954
5,927
Art therapist
1973-06-09
48a134f1df8353af3e97ff82709bfce7
1,325,694,129
37.315901
-76.145737
0
5,645
2019-01-04 16:22:11
3,589,289,942,931,264
fraud_Roberts, Daniel and Macejkovic
kids_pets
8.27
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
8af38f41f88a669115ddddd256019004
1,325,694,131
44.210523
-97.372407
0
5,646
2019-01-04 16:22:59
3,599,237,318,576,484
fraud_O'Reilly, Mohr and Purdy
home
60.45
Jessica
Smith
F
06808 Ryan Valleys
Dubre
KY
42,731
36.8421
-85.5396
341
Insurance risk surveyor
1932-11-19
87e7ce0faf36e59fd12f7c2744f8576d
1,325,694,179
36.569679
-86.192686
0
5,647
2019-01-04 16:25:24
4,900,628,639,996
fraud_Kulas Group
health_fitness
73.02
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
518f38d85b846c7fa02b24057347b13e
1,325,694,324
34.406378
-118.414331
0
5,648
2019-01-04 16:25:31
502,012,776,709
fraud_Bogisich-Weimann
kids_pets
82.97
Sherry
Martinez
F
144 Yu Locks Apt. 754
Garrattsville
NY
13,342
42.6315
-75.1866
165
Naval architect
1945-09-20
0359796cf7eb8b4b9b6ded678ff693d4
1,325,694,331
43.083462
-75.570725
0
5,649
2019-01-04 16:28:51
3,581,130,339,108,561
fraud_Schuppe-Schuppe
food_dining
80.68
Gregory
Wood
M
622 Robert Summit
Akron
OH
44,307
41.0695
-81.5488
272,134
Call centre manager
1964-03-15
cc6785cd28caffb6bdf4e4e492760dd5
1,325,694,531
40.77184
-81.882246
0
5,650
2019-01-04 16:29:18
6,511,349,151,405,438
fraud_Frami Group
entertainment
12.42
Robert
Nguyen
M
74835 Garner Point
Ruth
NV
89,319
39.3426
-114.8859
450
Interpreter
1946-08-24
2063a5bbd881c624a89f0ccf0fce7e4e
1,325,694,558
40.151866
-114.841096
0
5,651
2019-01-04 16:30:03
4,904,681,492,230,012
fraud_Bradtke, Torp and Bahringer
personal_care
99.93
Lisa
Lowe
F
574 David Locks Suite 207
Cottekill
NY
12,419
41.8467
-74.1038
722
Comptroller
1990-10-19
b67bd6bbf54d50b51fd889e4162a498a
1,325,694,603
41.572143
-74.506021
0
5,652
2019-01-04 16:30:12
2,283,743,876,903,625
fraud_Jaskolski-Vandervort
misc_net
3.41
Shannon
Williams
F
9345 Spencer Junctions Suite 183
Alpharetta
GA
30,009
34.077
-84.3033
165,556
Prison officer
1997-12-27
257ca2a63719622f454df5624a8d31d2
1,325,694,612
33.875689
-85.019905
0
5,653
2019-01-04 16:30:49
371,226,440,126,102
fraud_Heaney-Marquardt
entertainment
9.44
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
4202b162f0f232c5df6e886633b679f8
1,325,694,649
39.045891
-89.958813
0
5,654
2019-01-04 16:31:01
5,540,636,818,935,089
fraud_Little-Gleichner
travel
492.16
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
98f6c1076b77c86eb0d2207075343c03
1,325,694,661
41.780888
-71.705331
0
5,655
2019-01-04 16:31:19
3,566,094,707,272,327
fraud_Kling, Howe and Schneider
home
63.66
Kristina
Stewart
F
47029 Jimmy Tunnel Apt. 106
Newhall
CA
91,321
34.3795
-118.523
34,882
Health physicist
1971-04-25
ce819a89e5bfc17ee3efbc4c5825dcbc
1,325,694,679
34.116464
-118.235066
0
5,656
2019-01-04 16:33:57
3,587,960,728,692,500
fraud_McKenzie-Huels
food_dining
24.6
Kathy
Hughes
F
02110 Lucas Freeway Suite 517
Battle Creek
IA
51,006
42.3327
-95.6045
1,075
Teacher, early years/pre
1997-01-02
cfdb032ca06244d7300584189b04861e
1,325,694,837
41.759707
-95.81189
0
5,657
2019-01-04 16:34:38
3,502,377,050,801,561
fraud_Renner Ltd
home
3.9
Kathleen
Martin
F
659 Nicole Cove Suite 560
New Waverly
TX
77,358
30.5354
-95.4532
4,993
Scientist, biomedical
1948-11-30
eda8231d5e9bfa59565336050199cb19
1,325,694,878
29.940541
-94.936655
0
5,658
2019-01-04 16:35:14
6,011,109,736,646,996
fraud_Gutmann, McLaughlin and Wiza
home
89.32
Rebecca
Erickson
F
594 Berry Lights Apt. 392
Wilmington
NC
28,405
34.2651
-77.867
186,140
English as a second language teacher
1983-02-08
5c60bbcb0ebc0ad1172bd808dcfc0571
1,325,694,914
34.088695
-78.249704
0
5,659
2019-01-04 16:35:45
639,030,014,711
fraud_Deckow-Dare
food_dining
56.68
Stephen
Lopez
M
696 Matthew Ford Suite 157
Olmsted
IL
62,970
37.1935
-89.0933
639
Mechanical engineer
1982-08-01
a3b6e629d811ea4cd0c289d7388a960b
1,325,694,945
36.710978
-89.772201
0
5,660
2019-01-04 16:36:12
571,465,035,400
fraud_Kihn-Schuster
food_dining
58.28
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
1976-02-26
0f2966d6dda51c01e83357091935be3c
1,325,694,972
43.305673
-108.300676
0
5,661
2019-01-04 16:37:15
343,472,729,187,663
fraud_Jakubowski Inc
home
122.42
Gloria
Wallace
F
234 Bridges Wells Apt. 389
Center Tuftonboro
NH
3,816
43.6849
-71.2551
1,368
Optician, dispensing
1971-08-05
139398c387431e6b9b15f1ca35a8ae5e
1,325,695,035
43.965622
-71.518484
0
5,662
2019-01-04 16:38:29
3,583,635,130,604,947
fraud_Connelly-Carter
home
57.79
Crystal
Gamble
F
899 Michele View Suite 960
Philadelphia
PA
19,149
40.0369
-75.0664
1,526,206
Structural engineer
1985-01-01
c043d8e06764f4791143c3516a70f883
1,325,695,109
39.75467
-75.424952
0
5,663
2019-01-04 16:38:47
30,235,268,718,158
fraud_Hintz, Bauch and Smith
health_fitness
65.24
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
3a17d0a75c77a788b79ac68afaefd2ff
1,325,695,127
41.537405
-73.063201
0
5,664
2019-01-04 16:39:30
30,434,173,205,605
fraud_Mosciski, Ziemann and Farrell
shopping_net
1.68
Kylie
Kirby
F
79816 Jackson Squares
Shedd
OR
97,377
44.453
-123.1065
917
Radio broadcast assistant
1995-07-08
8900890ff123bd3d5c4317eaaf0de12d
1,325,695,170
44.042212
-122.436837
0
5,665
2019-01-04 16:39:37
3,501,509,250,702,469
fraud_Padberg-Rogahn
entertainment
96.79
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
30965cdc5f97688ac6907fcd78b2b70a
1,325,695,177
25.507855
-80.875078
0
5,666
2019-01-04 16:40:13
4,446,368,897,795,790
fraud_Schaefer Ltd
kids_pets
41.99
Ryan
Joseph
M
8850 Jessica Center
Atlantic
VA
23,303
37.9073
-75.5089
741
Geologist, engineering
1986-08-17
b4c40cf79117be1e1a480b7478323c9f
1,325,695,213
37.037264
-76.365748
0
5,667
2019-01-04 16:40:49
374,930,071,163,758
fraud_Schmeler Inc
misc_pos
117.06
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
d661f267c23242ccf228dffcc4836989
1,325,695,249
41.256106
-82.512675
0
5,668
2019-01-04 16:41:05
4,451,952,084,362,894
fraud_Cole, Hills and Jewess
home
82.6
Joseph
Davis
M
941 Adam Stravenue
Nazareth
TX
79,063
34.5444
-102.1069
686
Petroleum engineer
1980-07-30
ebd85c898a5249fb44655fe12f1e4c14
1,325,695,265
34.242182
-102.999148
0
5,669
2019-01-04 16:41:24
639,023,984,367
fraud_Champlin and Sons
home
10.77
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
b0b3726c7263fa98fd6ec8994d75a448
1,325,695,284
44.23398
-75.33279
0
5,670
2019-01-04 16:41:35
4,698,163,635,895,795
fraud_O'Connell-Ullrich
home
11.11
Sharon
Powell
F
101 Carla Loop
Wendel
CA
96,136
40.3406
-120.2824
104
Teacher, adult education
1989-08-16
3ea095ab156f65fb18199cbcaabc6ace
1,325,695,295
40.729361
-120.891232
0
5,671
2019-01-04 16:42:41
3,502,088,871,723,054
fraud_Collier LLC
home
32.94
Scott
Martin
M
31472 Cody Place Suite 740
Kensington
MD
20,895
39.0298
-77.0793
19,054
Operations geologist
1976-09-08
8a94c95da80541ff07964a1c40a49e0c
1,325,695,361
39.78402
-76.420661
0
5,672
2019-01-04 16:43:07
4,658,117,080,136
fraud_Terry-Huel
shopping_net
5.81
Dwayne
Martinez
M
490 Baldwin Alley Apt. 468
Crownpoint
NM
87,313
35.7206
-108.0271
5,662
IT consultant
1989-04-08
52d3dcd82b26945f42826f5a0b5d0d11
1,325,695,387
35.831255
-108.82041
0
5,673
2019-01-04 16:44:18
3,598,304,579,370,089
fraud_Hickle Group
shopping_pos
2.63
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
a29a171b3cd64a8f79133df48378f61e
1,325,695,458
37.205676
-97.768819
0
5,674
2019-01-04 16:45:32
630,451,534,402
fraud_Predovic Inc
shopping_net
3.78
Rachel
Daniels
F
561 Little Plain Apt. 738
Wetmore
MI
49,895
46.3535
-86.6345
765
Immunologist
1972-06-12
7927d469463286713c11f04ae0019572
1,325,695,532
46.272427
-86.447619
0
5,675
2019-01-04 16:45:39
378,858,024,506,425
fraud_Berge-Ullrich
home
101.89
Debra
Eaton
F
72743 Brian Run
Paradise Valley
AZ
85,253
33.5494
-111.9565
17,047
Building surveyor
1935-01-29
407852abb5e109f094e74c56b4d9301b
1,325,695,539
34.324848
-111.999257
0
5,676
2019-01-04 16:46:02
4,683,638,447,911
fraud_Rippin-VonRueden
health_fitness
73.61
Daniel
Boyd
M
8925 Nicholas Points
Egan
LA
70,531
30.251
-92.5002
1,261
Broadcast presenter
1972-07-01
41b0e6664dcd8501385bcd3c24be28bc
1,325,695,562
30.884718
-93.290296
0
5,677
2019-01-04 16:47:24
3,512,365,128,314,616
fraud_Kub-Heaney
health_fitness
49.22
Francisco
Kemp
M
9554 Flores Drive
Arnold
MO
63,010
38.4305
-90.387
35,439
Land/geomatics surveyor
1985-03-31
a47d6e3776c262c6d11de7c44ba31e86
1,325,695,644
37.882137
-90.025619
0
5,678
2019-01-04 16:48:28
2,235,613,922,823,698
fraud_Pouros-Haag
shopping_pos
3.11
Melissa
Mcclure
F
2027 Snyder Track
Manville
WY
82,227
42.73
-104.7024
241
Educational psychologist
1980-12-16
db47f0a13b39c423f9ecacaefa53e224
1,325,695,708
43.001415
-104.64828
0
5,679
2019-01-04 16:50:20
36,722,699,017,270
fraud_Gleason and Sons
kids_pets
70.8
Jessica
Perez
F
8172 Robertson Parkways Suite 072
Superior
AZ
85,173
33.2887
-111.0985
2,872
Petroleum engineer
1987-10-28
c0bcda7249847d1687eb6c314eb58e07
1,325,695,820
33.508757
-110.157573
0
5,680
2019-01-04 16:50:30
3,598,014,571,045,296
fraud_Schaefer Ltd
kids_pets
93.54
Lisa
Clark
F
07943 Davis River
Grimesland
NC
27,837
35.558
-77.2566
5,903
Manufacturing systems engineer
1993-10-07
1cb2ad7ab88d483da79e5465dcb47f60
1,325,695,830
36.396265
-76.512698
0
5,681
2019-01-04 16:51:08
4,512,828,414,983,802,000
fraud_Durgan, Gislason and Spencer
home
153.04
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
354fccc447a7ba5c12e2704c3d52663a
1,325,695,868
40.349123
-80.362882
0
5,682
2019-01-04 16:51:15
4,044,436,772,018,844,700
fraud_Kihn-Fritsch
food_dining
47.17
Amy
Abbott
F
01505 Amy Stravenue
Dayton
OH
45,415
39.8355
-84.2613
479,994
Environmental manager
1970-11-09
92db88ef28346955cd8b78ce94a48312
1,325,695,875
40.536151
-84.017505
0
5,683
2019-01-04 16:51:28
4,538,566,639,857
fraud_Prosacco, Kreiger and Kovacek
home
36.55
Jerry
Kelly
M
3539 Mckenzie Stream
Fairview
NJ
7,022
40.817
-74
13,835
Programmer, multimedia
1967-05-28
8aa87980ce901cbba2816f341cc618cc
1,325,695,888
41.282466
-74.017966
0
5,684
2019-01-04 16:53:27
6,597,888,193,422,452
fraud_Kovacek Ltd
travel
6.77
Bill
Lane
M
4725 Hurst Curve Apt. 634
Holliday
TX
76,366
33.6751
-98.6576
2,317
Chief Technology Officer
1964-08-23
41414d8993dcffe5db178e5004e06c57
1,325,696,007
32.825204
-98.695175
0
5,685
2019-01-04 16:54:41
6,538,441,737,335,434
fraud_Schoen-Quigley
kids_pets
1.52
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
42651c7b6c947329288888992c79c61a
1,325,696,081
40.685611
-80.709278
0
5,686
2019-01-04 16:56:36
675,945,690,716
fraud_Heidenreich PLC
grocery_pos
55.26
Ellen
Smith
F
285 George Lake
Beaver Falls
PA
15,010
40.7687
-80.3592
28,425
Podiatrist
2000-06-09
6d2d7162b190e63a2a390f355922787a
1,325,696,196
40.296287
-81.048002
0
5,687
2019-01-04 16:56:58
4,451,438,912,406,400
fraud_Ziemann-Waters
health_fitness
15.1
Cheryl
Morgan
F
7535 Amanda Manors Suite 293
Norman
AR
71,960
34.4596
-93.6743
1,383
Manufacturing engineer
1999-09-11
ad51205f5484319091e9b68c21642ecf
1,325,696,218
35.401783
-94.539353
0
5,688
2019-01-04 16:57:36
571,465,035,400
fraud_Crist, Jakubowski and Littel
home
75.58
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
1976-02-26
5b625415df7970a5b8845132b12ae05c
1,325,696,256
42.424651
-109.464018
0
5,689
2019-01-04 16:57:43
502,049,568,400
fraud_Waelchi Inc
kids_pets
71.07
Daniel
Melton
M
6157 Nichols Mews
Marion
CT
6,444
41.7918
-72.7188
370
Health service manager
1962-02-13
93c176fcc6b9160dea973a4d64003642
1,325,696,263
41.252976
-73.587907
0
5,690
2019-01-04 16:58:28
4,191,109,180,926,792
fraud_Mosciski, Ziemann and Farrell
shopping_net
43.98
Jennifer
Spencer
F
477 Wheeler Burg
Amanda
OH
43,102
39.6251
-82.7552
4,512
Farm manager
1992-10-03
f017e2b2ebf2bafd10192da5a0bfaf0c
1,325,696,308
39.597933
-82.571722
0
5,691
2019-01-04 16:59:07
2,720,433,095,629,877
fraud_Larkin Ltd
kids_pets
180.55
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
7ac86d15d8e0c501298068b349a5b1c4
1,325,696,347
43.20042
-69.723505
0
5,692
2019-01-04 16:59:39
180,067,151,859,700
fraud_Abshire PLC
entertainment
69.93
Karen
Ryan
F
82468 Michelle Village Suite 556
Joliet
IL
60,432
41.5378
-88.0572
128,354
Teacher, secondary school
1992-01-20
165fd1ccb3ecf14dea0035208e4c0644
1,325,696,379
40.96006
-87.259227
0
5,693
2019-01-04 16:59:46
4,661,996,144,291,812,000
fraud_Wilkinson Ltd
entertainment
119.9
Linda
Park
F
24607 Charles Mountains
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Operations geologist
1963-08-04
2ae9498db653a75210151c4794e961bd
1,325,696,386
40.162796
-79.541413
0
5,694
2019-01-04 17:02:17
6,564,459,919,350,820
fraud_Bechtelar-Rippin
food_dining
36.88
Douglas
Willis
M
619 Jeremy Garden Apt. 681
Benton
WI
53,803
42.5545
-90.3508
1,306
Public relations officer
1958-09-10
44085656292eb47baeb82eb20921a08a
1,325,696,537
41.93661
-89.825985
0
5,695
2019-01-04 17:03:32
4,951,647,200,979,051
fraud_Medhurst PLC
shopping_net
1.22
Kimberly
Miller
F
75533 Tamara Valleys
Logan
IL
62,856
37.9943
-88.9417
324
Scientist, research (physical sciences)
1976-06-15
1243343d799654adbdf8d619b1bd3339
1,325,696,612
38.701609
-87.970704
0
5,696
2019-01-04 17:04:25
4,587,577,161,160,601
fraud_Reichert, Huels and Hoppe
shopping_net
2.81
Tina
Lawrence
F
12444 Jacob Pines
Nobleboro
ME
4,555
44.0943
-69.4828
1,643
Financial trader
1976-04-12
9862800c6a5b36cd3b20760e90429bd3
1,325,696,665
43.736483
-69.244458
0
5,697
2019-01-04 17:05:12
3,504,178,999,463,051
fraud_Balistreri-Nader
misc_pos
8.43
Drew
Garcia
M
70858 Jasmine Meadows Apt. 135
Lima
OH
45,801
40.7641
-84.0973
86,954
Copywriter, advertising
1992-07-23
22124a56dbd90c2d7369216d69828f95
1,325,696,712
40.143325
-83.592773
0
5,698
2019-01-04 17:05:50
38,052,002,992,326
fraud_Lesch Ltd
shopping_pos
7.86
Anna
Logan
F
3522 Park Wells Suite 528
Cleveland
TX
77,327
30.33
-95.0202
34,153
Building surveyor
1995-09-11
a2f3e0ab810f3f61aea3c1fa1d63e566
1,325,696,750
29.978701
-94.728912
0
5,699
2019-01-04 17:06:06
581,293,083,266
fraud_Nitzsche, Kessler and Wolff
shopping_pos
121.37
William
Thomas
M
39227 Mcpherson Shoals
Lahoma
OK
73,754
36.385
-98.0727
1,078
Podiatrist
1989-10-06
3ecd8b18433598424cad0032d8ef2a91
1,325,696,766
37.359954
-97.432393
0