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
7,000
2019-01-05 15:19:04
4,149,635,823,017
fraud_Kassulke PLC
shopping_net
624.31
Samuel
Farrell
M
428 Michael Tunnel Apt. 377
Cleveland
AL
35,049
33.9778
-86.5598
3,996
Aid worker
1977-06-14
8daf0fe295e4f0fced79ec1a68ca535c
1,325,776,744
34.93727
-87.019347
0
7,001
2019-01-05 15:19:46
6,011,348,830,550,197
fraud_Dare-Gibson
health_fitness
15.54
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
5b2b086f9201c56c45a5511297b2ab77
1,325,776,786
33.832468
-86.218367
0
7,002
2019-01-05 15:20:34
4,220,345,354,880
fraud_Schroeder, Wolff and Hermiston
travel
799.5
Patrick
Torres
M
27386 Snyder Station
Oxford
MI
48,371
42.8223
-83.2829
24,840
Agricultural consultant
1960-01-20
3d7cc2221352189b87fa980257c2f9f0
1,325,776,834
43.39214
-84.137432
0
7,003
2019-01-05 15:22:17
6,502,195,877,055,606
fraud_Howe PLC
entertainment
68.55
Nathan
Byrd
M
155 Gregory Mount Suite 791
Red Cliff
CO
81,649
39.4584
-106.3851
277
Human resources officer
1985-04-03
1f2efb646a37d9453e23a7e4c2ea053b
1,325,776,937
40.264311
-107.377639
0
7,004
2019-01-05 15:22:19
4,497,451,418,073,897,000
fraud_Waelchi-Wolf
kids_pets
71.25
Elizabeth
Glover
F
246 Stewart Green Suite 149
West Monroe
LA
71,291
32.5317
-92.176
54,185
Radiographer, diagnostic
1992-11-20
343b334e62655b48d069dcb30495a7c5
1,325,776,939
31.723409
-92.178886
0
7,005
2019-01-05 15:23:10
4,294,040,533,480,516
fraud_Hoppe-Parisian
kids_pets
50.72
Gail
Weaver
F
979 Stewart Lake
New Ellenton
SC
29,809
33.413
-81.69
2,206
Biomedical scientist
1986-12-31
f408242bf485e6baad98ac7ce379d54b
1,325,776,990
32.414457
-82.445121
0
7,006
2019-01-05 15:23:19
4,173,950,183,554,608
fraud_Kuhn LLC
shopping_pos
4.42
Stephen
Marshall
M
47144 Roberts Keys
Monmouth Beach
NJ
7,750
40.333
-73.9809
3,279
Health promotion specialist
1978-10-05
e0d5c5d9504e6d4343d74ed7a77e1cfe
1,325,776,999
41.244807
-73.503535
0
7,007
2019-01-05 15:23:32
4,670,613,943,676,271
fraud_Bahringer, Bergnaum and Quitzon
home
78.83
Bianca
Novak
F
0953 David Skyway
Cuthbert
GA
39,840
31.7706
-84.7936
5,726
Fitness centre manager
1947-08-14
ccd13f70eb5deda8a9afb5344c8b46ce
1,325,777,012
32.540452
-84.031714
0
7,008
2019-01-05 15:24:04
5,580,563,567,307,107
fraud_Schroeder Group
health_fitness
73.41
Stanley
Dickson
M
078 Alex Fields
Smock
PA
15,480
39.9961
-79.7678
1,946
Charity fundraiser
1990-06-21
f1d9b8c3e3d0a3a6f92d518caf6f2ca2
1,325,777,044
39.270974
-78.831781
0
7,009
2019-01-05 15:24:55
4,997,733,566,924,489
fraud_Goyette-Gerhold
kids_pets
32.2
Stephanie
Taylor
F
598 Martin Pine Suite 365
Saint Paul
MN
55,128
44.9913
-92.9487
753,116
Fisheries officer
1971-08-06
31fe6113e89cb844c6e3ca601d5f2c22
1,325,777,095
45.831331
-92.578994
0
7,010
2019-01-05 15:26:02
4,634,955,908,138,648
fraud_Marvin-Lind
personal_care
13.17
Mackenzie
Smith
F
7178 Willis Drive
Hooper
NE
68,031
41.6414
-96.5232
1,745
Engineer, automotive
1973-12-26
e253e56d0791e1cfacacb8cea2ce57d1
1,325,777,162
41.076283
-96.84855
0
7,011
2019-01-05 15:26:31
639,023,984,367
fraud_Lynch-Mohr
travel
7.43
Destiny
Lowe
F
79472 Stevens Trace Apt. 120
Hannawa Falls
NY
13,647
44.6087
-74.9732
69
Chief Executive Officer
1991-06-05
c7f40022604b946e6c01586b3820c6ad
1,325,777,191
43.701193
-74.485183
0
7,012
2019-01-05 15:27:16
3,549,202,406,645,667
fraud_Wilkinson LLC
personal_care
49.41
Larry
Williams
M
6274 David Oval Suite 725
Scarborough
ME
4,074
43.5835
-70.3457
18,760
Make
1933-04-02
95fd05a4016776fd1c8206facf6314a5
1,325,777,236
44.56229
-69.557889
0
7,013
2019-01-05 15:27:35
4,260,059,589,824,237
fraud_O'Reilly, Mohr and Purdy
home
9.49
Aaron
Rogers
M
969 Huerta Path Apt. 270
Valentine
NE
69,201
42.8062
-100.6215
4,005
Network engineer
1945-03-15
0152a518bcbc8a58df95540cfb9f1d9c
1,325,777,255
42.034415
-100.555041
0
7,014
2019-01-05 15:29:40
3,593,118,134,380,341
fraud_Hagenes, Hermann and Stroman
travel
489.82
Laura
Casey
F
6114 Moran Way
Steuben
ME
4,680
44.4971
-67.9503
1,131
Make
1959-05-10
bf121acf49f15776d6c6dcd4c5588539
1,325,777,380
44.602138
-68.112819
0
7,015
2019-01-05 15:30:39
4,079,773,899,158
fraud_Cummerata-Hilpert
entertainment
12.08
Eric
Preston
M
7020 Doyle Stream Apt. 951
Mesa
ID
83,643
44.6255
-116.4493
129
Cartographer
1965-12-15
3ec808db77e292bf893fc36340f1dd08
1,325,777,439
44.750476
-117.20115
0
7,016
2019-01-05 15:30:44
571,465,035,400
fraud_Medhurst Inc
home
92.53
Louis
Fisher
M
45654 Hess Rest
Fort Washakie
WY
82,514
43.0048
-108.8964
1,645
Freight forwarder
1976-02-26
080bfef7a42d9d873df7e9edb1d0b0a5
1,325,777,444
43.928005
-108.465537
0
7,017
2019-01-05 15:34:01
4,992,346,398,065,154,000
fraud_Cummerata-Hilpert
entertainment
2.15
Benjamin
Kim
M
920 Patrick Light
Mc Nabb
IL
61,335
41.173
-89.2187
532
Audiological scientist
1956-01-09
65e72adf3fdbea93fe358fc151471eb8
1,325,777,641
42.170795
-90.156072
0
7,018
2019-01-05 15:36:57
4,239,436,242,473
fraud_Berge-Ullrich
home
7.61
James
Leon
M
826 Benjamin Stravenue
Alexandria
VA
22,311
38.832
-77.12
321,490
Scientist, biomedical
1991-10-04
7899032ebea783782c5599f0d3072e34
1,325,777,817
38.096113
-77.177633
0
7,019
2019-01-05 15:37:26
60,423,098,130
fraud_Conroy-Emard
food_dining
53.33
Jason
Gray
M
875 Amy Point
Amorita
OK
73,719
36.9412
-98.2458
83
Barrister's clerk
1958-07-28
b2045b6dd30e5e1549f0481d273727c8
1,325,777,846
36.339158
-97.557447
0
7,020
2019-01-05 15:37:26
630,423,337,322
fraud_Streich Ltd
home
279.98
Stephanie
Gill
F
43039 Riley Greens Suite 393
Orient
WA
99,160
48.8878
-118.2105
149
Special educational needs teacher
1978-06-21
835963e22e7181f022d96bac9e87988d
1,325,777,846
49.583769
-117.628561
0
7,021
2019-01-05 15:39:04
374,497,717,543,058
fraud_Gottlieb Group
kids_pets
30.55
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
1948-06-30
e5c2aca9a0f83bb3cbd9bbbbab281aaa
1,325,777,944
47.927567
-101.525673
0
7,022
2019-01-05 15:39:29
4,742,883,543,039,288,000
fraud_Rodriguez, Yost and Jenkins
misc_net
5.93
Cassandra
Sanders
F
78117 George Mountains
Paauilo
HI
96,776
20.0271
-155.3697
1,490
Scientist, research (maths)
1991-04-13
574947b5f443b71ec0fcdc3e1dd69b1f
1,325,777,969
21.025396
-154.865903
0
7,023
2019-01-05 15:39:53
377,113,842,678,100
fraud_Lang, Towne and Schuppe
kids_pets
37.8
Billy
Gallagher
M
673 Delgado Burg
Greenwich
NJ
8,323
39.4055
-75.3209
804
Insurance risk surveyor
1965-03-25
3f04225312c2e19e37dbb064cef21fad
1,325,777,993
38.440956
-74.71329
0
7,024
2019-01-05 15:41:37
5,596,347,693,144,598
fraud_Pollich LLC
home
5.83
Joseph
Moody
M
5901 Foster Pine
Kenner
LA
70,062
29.9912
-90.2479
68,211
Engineer, petroleum
1941-04-23
37383dc43088581d9870ec901fdba3a3
1,325,778,097
30.016922
-89.444325
0
7,025
2019-01-05 15:41:53
376,445,266,762,684
fraud_Kuhic LLC
shopping_net
1.27
Rachel
Lowe
F
372 Jeffrey Course
Sutherland
NE
69,165
41.1558
-101.136
1,789
Insurance broker
1982-02-11
30a4a1fb68b8d890782fc6f951409c8d
1,325,778,113
42.05614
-100.927164
0
7,026
2019-01-05 15:42:09
4,586,810,168,620,942
fraud_Rolfson-Kunde
personal_care
11.29
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
3a9b4b75a9ee4d0cdb8834b31eebb433
1,325,778,129
32.87422
-79.94881
0
7,027
2019-01-05 15:42:21
4,755,696,071,492
fraud_Berge-Hills
kids_pets
48.8
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
c73325c4b9a2bf406ccb464b4c20acf3
1,325,778,141
32.666179
-96.896737
0
7,028
2019-01-05 15:43:05
630,451,534,402
fraud_Bernier and Sons
kids_pets
21.22
Rachel
Daniels
F
561 Little Plain Apt. 738
Wetmore
MI
49,895
46.3535
-86.6345
765
Immunologist
1972-06-12
1a1f1f90b1f86c0a28991e01f2b7f783
1,325,778,185
47.092714
-87.198043
0
7,029
2019-01-05 15:43:27
6,011,492,816,282,597
fraud_Abbott-Steuber
personal_care
8.45
Gary
Barnes
M
2970 Flores Brooks
Smackover
AR
71,762
33.3398
-92.7442
2,501
Financial adviser
1986-06-11
50d6d684424efdd99ee8240a14fb6cbd
1,325,778,207
32.778929
-92.755445
0
7,030
2019-01-05 15:43:47
3,534,330,126,107,879
fraud_Abshire PLC
entertainment
70.52
Jeffrey
Smith
M
713 Scott Pike Apt. 712
Bridger
MT
59,014
45.2857
-108.9082
1,446
Chartered loss adjuster
1978-01-15
a2e5595462c6134c1f3063c74d07ec90
1,325,778,227
45.881829
-109.199751
0
7,031
2019-01-05 15:44:21
4,713,464,490,314,802
fraud_Schoen-Quigley
kids_pets
38.72
Wesley
Parker
M
7452 Browning Port
Mc Intosh
SD
57,641
45.7084
-101.1546
295
Designer, industrial/product
1981-01-26
13b0da9c3892644d2474224b82e39cd5
1,325,778,261
45.711815
-101.965461
0
7,032
2019-01-05 15:44:36
4,476,840,372,112
fraud_Kertzmann LLC
health_fitness
100.38
Steven
Walters
M
3206 Hall Divide Suite 282
Woodville
AL
35,776
34.6689
-86.2296
3,395
Editor, commissioning
1979-01-21
fd44619c205f08ef84d00953501412c9
1,325,778,276
33.931053
-85.591075
0
7,033
2019-01-05 15:45:26
5,540,636,818,935,089
fraud_Collier LLC
home
19.35
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
d1c613cbe233a0993459f272098e900e
1,325,778,326
42.616838
-71.02395
0
7,034
2019-01-05 15:45:58
374,930,071,163,758
fraud_Weimann-Lockman
kids_pets
50.26
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
6a447c0ece0f445c12e8d5ed97b20137
1,325,778,358
41.405717
-83.117051
0
7,035
2019-01-05 15:46:54
4,587,577,161,160,601
fraud_McLaughlin, Armstrong and Koepp
travel
2.16
Tina
Lawrence
F
12444 Jacob Pines
Nobleboro
ME
4,555
44.0943
-69.4828
1,643
Financial trader
1976-04-12
cf26e1e709ae5764fe94a353211e764b
1,325,778,414
44.842685
-70.314639
0
7,036
2019-01-05 15:47:09
213,153,151,785,052
fraud_Sporer-Keebler
personal_care
211.39
Rebecca
Conley
F
181 Moreno Light Apt. 215
Tomahawk
WI
54,487
45.4963
-89.7273
9,594
Seismic interpreter
1997-11-23
796aa9b5dafa370ab9cde6d982ccf0da
1,325,778,429
44.739251
-89.710397
0
7,037
2019-01-05 15:47:43
213,141,712,584,544
fraud_Heller PLC
health_fitness
27.04
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
1984-12-24
751cf421de529dc7f44e29b13c875821
1,325,778,463
32.313256
-91.113265
0
7,038
2019-01-05 15:48:13
30,541,100,351,706
fraud_Bechtelar-Rippin
food_dining
10.74
Derrick
George
M
575 Chapman Union
Spring
TX
77,379
30.0377
-95.5326
316,665
Education officer, museum
1990-09-12
3fc5c070bd0b15e5f570c3062470e54d
1,325,778,493
30.563027
-96.161582
0
7,039
2019-01-05 15:49:14
30,344,654,314,976
fraud_McCullough, Hudson and Schuster
food_dining
25.1
Christine
Johnson
F
8011 Chapman Tunnel Apt. 568
Blairsden-Graeagle
CA
96,103
39.8127
-120.6405
1,725
Chartered legal executive (England and Wales)
1967-05-27
a4f4e8a434a134439f4dc2a5aa2f57a8
1,325,778,554
39.961723
-120.924126
0
7,040
2019-01-05 15:50:11
4,424,338,559,877,976
fraud_Will Ltd
food_dining
5.03
Denise
Barnett
F
23220 Eaton Harbors
Kirby
OH
43,330
40.813
-83.4196
118
Private music teacher
1957-11-12
e650703703d6c7eb15f5f2db935b4e69
1,325,778,611
41.515106
-83.156417
0
7,041
2019-01-05 15:51:14
6,011,348,830,550,197
fraud_Turner, Ruecker and Parisian
misc_pos
50
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
9c32ba4f4207fe031ecf0c5e4f06ffca
1,325,778,674
33.347557
-87.255387
0
7,042
2019-01-05 15:51:26
3,589,255,887,819,806
fraud_Effertz LLC
entertainment
136.91
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
1984-02-14
9b093695a322f44c6a22fa81bcf3ff75
1,325,778,686
40.091808
-78.00828
0
7,043
2019-01-05 15:52:09
2,266,735,643,685,262
fraud_Schumm, McLaughlin and Carter
food_dining
53.21
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
1972-07-25
22f1e7d3d9d10956c715fbf6baf38362
1,325,778,729
33.642661
-85.272978
0
7,044
2019-01-05 15:53:21
3,545,109,339,866,548
fraud_Waelchi-Wolf
kids_pets
17.44
Keith
Sanders
M
8030 Beck Motorway
Moorhead
MS
38,761
33.4783
-90.5142
2,870
Chartered public finance accountant
1999-03-05
23b62d3768fc8ab5c4bb599b0c80e824
1,325,778,801
33.601939
-90.530245
0
7,045
2019-01-05 15:53:32
30,103,132,002,433
fraud_Daugherty-Thompson
food_dining
87.13
Stephanie
Middleton
F
99736 Rose Shoals Apt. 504
Morrisdale
PA
16,858
41.0001
-78.2357
3,688
Dispensing optician
1987-10-26
4c9ac85f7221ad0549b81809fcdc3b1d
1,325,778,812
41.597044
-77.566351
0
7,046
2019-01-05 15:54:51
30,197,398,657,930
fraud_Bins, Balistreri and Beatty
shopping_pos
1.47
April
Johnson
F
9727 Deleon Mountain
Creedmoor
NC
27,522
36.1124
-78.6476
12,335
Chief Strategy Officer
1987-09-19
6726dab055815282f0a55ae9d17e9157
1,325,778,891
36.530208
-77.997321
0
7,047
2019-01-05 15:55:08
3,506,042,666,828,517
fraud_Thiel-Thiel
entertainment
7.46
Christine
Burns
F
343 Hannah Parkway
Comfort
WV
25,049
38.1372
-81.5962
630
Fine artist
1959-07-30
df2a10c7ed3639a2e9ad21a9f80ff9c9
1,325,778,908
38.199225
-81.139492
0
7,048
2019-01-05 15:58:03
213,155,997,615,567
fraud_Hyatt-Blick
travel
476.6
James
Yoder
M
83359 Lopez Point
Clune
PA
15,727
40.5503
-79.3237
168
Race relations officer
1978-10-04
5595695dfcbdc4e8098ed0413997e5ce
1,325,779,083
41.166167
-78.448216
0
7,049
2019-01-05 15:58:04
4,147,608,975,828,480
fraud_Harris Group
food_dining
53.93
Edward
Tapia
M
354 Gutierrez Gateway
Comfrey
MN
56,019
44.1111
-94.9134
914
Health and safety adviser
1944-07-26
e97b8394c64e0b10e95eab359ffdc349
1,325,779,084
43.851555
-95.208799
0
7,050
2019-01-05 15:58:36
30,238,755,902,988
fraud_Friesen Inc
shopping_pos
5.6
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
506118001c93e3eeb3eaa29495c9ab52
1,325,779,116
29.641989
-98.054436
0
7,051
2019-01-05 15:59:15
3,575,789,281,659,026
fraud_Kihn-Fritsch
food_dining
63.28
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
b95565e9021f2b8f28eed3b864316e70
1,325,779,155
39.288453
-94.307133
0
7,052
2019-01-05 16:00:34
340,953,839,692,349
fraud_Dare-Gibson
health_fitness
39.58
Tyler
Wright
M
615 Clarke Spring Apt. 172
Warren
MI
48,088
42.5164
-82.9832
134,056
Doctor, hospital
1980-05-18
e71970588452ed481a7e96ac21f98653
1,325,779,234
42.456995
-83.815684
0
7,053
2019-01-05 16:00:38
4,841,313,716,651,064
fraud_Nienow PLC
entertainment
76.98
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
fb1cd9068378dc1c491dd877f61f6c8e
1,325,779,238
43.227116
-71.556537
0
7,054
2019-01-05 16:00:39
630,423,337,322
fraud_Zboncak Ltd
food_dining
11.38
Stephanie
Gill
F
43039 Riley Greens Suite 393
Orient
WA
99,160
48.8878
-118.2105
149
Special educational needs teacher
1978-06-21
3c7982e51c13ee62e00fa9b20c445bb1
1,325,779,239
47.943992
-117.784059
0
7,055
2019-01-05 16:00:57
3,557,442,674,264,531
fraud_Towne LLC
misc_pos
165.45
Angela
Edwards
F
486 Wilkins Pines
Lithopolis
OH
43,136
39.8013
-82.8125
460
Lecturer, higher education
2004-06-19
3f234e8bf05a9665d251634d19bdc4eb
1,325,779,257
40.605223
-83.36712
0
7,056
2019-01-05 16:01:41
6,011,893,664,860,915
fraud_Fisher Inc
shopping_net
130.74
Erin
Chavez
F
3379 Williams Common
Littleton
CO
80,120
39.5994
-105.0044
320,420
Water engineer
1975-07-31
6fe3b8b0673f275fa31163de79fc73fe
1,325,779,301
38.800932
-105.036334
0
7,057
2019-01-05 16:02:47
3,596,357,274,378,601
fraud_Howe Ltd
misc_pos
6.06
David
Everett
M
4138 David Fall
Morrisdale
PA
16,858
41.0001
-78.2357
3,688
Advice worker
1973-05-27
9942cf6f9fa12d7eab6fd06433d0a2a2
1,325,779,367
40.09115
-78.459943
0
7,058
2019-01-05 16:02:48
630,423,337,322
fraud_Dickinson Ltd
misc_pos
1.35
Stephanie
Gill
F
43039 Riley Greens Suite 393
Orient
WA
99,160
48.8878
-118.2105
149
Special educational needs teacher
1978-06-21
c55ea83768c8a861e8d2c51e807c85e5
1,325,779,368
49.600382
-117.864718
0
7,059
2019-01-05 16:03:14
676,309,913,934
fraud_Parker, Nolan and Trantow
entertainment
1.96
Robert
Martinez
M
3683 Parrish Circles
Pueblo
CO
81,005
38.2352
-104.66
151,815
Further education lecturer
1988-01-04
6f648f3d268079b5c8a134ef960fd9c9
1,325,779,394
38.694546
-105.35133
0
7,060
2019-01-05 16:04:17
3,534,718,226,968,689
fraud_Labadie LLC
personal_care
30.98
Lisa
Lopez
F
32343 Saunders Course
Dongola
IL
62,926
37.3712
-89.1349
2,263
Scientific laboratory technician
1984-09-13
7e23b6eaf2a3e9cfe77d0ed148324773
1,325,779,457
37.940086
-88.745021
0
7,061
2019-01-05 16:07:04
630,484,879,808
fraud_O'Connell, Botsford and Hand
home
65.44
Ian
Patton
M
8088 Sherman Radial Suite 689
Helm
CA
93,627
36.4992
-120.0936
123
Early years teacher
1973-02-07
320e940d92c68cd678a2da978f2b8588
1,325,779,624
35.596557
-120.709733
0
7,062
2019-01-05 16:07:53
4,210,078,554,961,359,000
fraud_Kutch, Steuber and Gerhold
food_dining
39.05
Valerie
Clark
F
7402 West Ranch
Lowell
OR
97,452
43.921
-122.7806
1,420
Systems analyst
1965-11-11
bcea04568989d22103ef92ff5d86c9a0
1,325,779,673
43.637546
-122.285804
0
7,063
2019-01-05 16:08:47
3,540,075,240,003,197
fraud_O'Connell, Botsford and Hand
home
46.3
Christian
Johns
M
892 Solis Neck
Lonsdale
MN
55,046
44.4477
-93.4252
5,211
Chief Strategy Officer
1987-01-27
b88019464a95b0ac9cd19550f4d90d02
1,325,779,727
44.428646
-94.183743
0
7,064
2019-01-05 16:08:59
342,952,484,382,519
fraud_Becker, Harris and Harvey
personal_care
37.21
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
cfc3278811710251da1682db85fe10f9
1,325,779,739
41.809253
-72.54447
0
7,065
2019-01-05 16:11:25
3,557,442,674,264,531
fraud_Barrows PLC
shopping_pos
141.35
Angela
Edwards
F
486 Wilkins Pines
Lithopolis
OH
43,136
39.8013
-82.8125
460
Lecturer, higher education
2004-06-19
a3eeb5b44923eca942017419a21585dd
1,325,779,885
38.85426
-83.428433
0
7,066
2019-01-05 16:11:58
4,060,579,726,528,237
fraud_Ernser-Feest
home
42.62
Steven
Sanders
M
25955 Amy Via
Ozawkie
KS
66,070
39.2136
-95.4404
2,661
Theatre director
1948-11-14
fe898acbc900001ea5df0740e44a21b4
1,325,779,918
38.33597
-95.412322
0
7,067
2019-01-05 16:12:45
3,576,431,665,303,017
fraud_Bogisich-Weimann
kids_pets
94.91
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
91b6512db46fbb04d444b4f0eaad5690
1,325,779,965
33.470145
-111.984873
0
7,068
2019-01-05 16:12:59
4,069,975,342,931,683
fraud_Langworth LLC
personal_care
9.88
Kimberly
Martin
F
1943 Dennis Inlet Suite 145
Hurricane
WV
25,526
38.4257
-81.9943
21,902
Sub
1980-09-18
fb280aeb8874dd95c8eb0e4fb34bdc6b
1,325,779,979
38.725858
-81.509887
0
7,069
2019-01-05 16:14:25
2,720,433,095,629,877
fraud_Bins-Howell
personal_care
6.56
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
ee29d3e060b23559fd10b16678dcb87a
1,325,780,065
43.665413
-70.195826
0
7,070
2019-01-05 16:15:07
38,588,538,868,506
fraud_Boyer PLC
shopping_net
8.08
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
425bd93e478d1e868a0d2a3ec37251db
1,325,780,107
29.281819
-104.144799
0
7,071
2019-01-05 16:16:18
3,598,304,579,370,089
fraud_Cruickshank-Mills
entertainment
25.68
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
d9e539752e8ff1cfd1a54300f27500f8
1,325,780,178
36.891327
-96.990615
0
7,072
2019-01-05 16:16:45
3,512,365,128,314,616
fraud_Baumbach Ltd
personal_care
132.31
Francisco
Kemp
M
9554 Flores Drive
Arnold
MO
63,010
38.4305
-90.387
35,439
Land/geomatics surveyor
1985-03-31
9fa4c447e36f81ff6d24fe9e01e24414
1,325,780,205
38.795383
-89.871448
0
7,073
2019-01-05 16:17:04
3,524,574,586,339,330
fraud_Ullrich Ltd
kids_pets
24.8
Ashley
Cabrera
F
94225 Smith Springs Apt. 617
Vero Beach
FL
32,960
27.633
-80.4031
105,638
Librarian, public
1986-05-07
7f379a463daab595931e8ad3951b87ca
1,325,780,224
27.04223
-80.165046
0
7,074
2019-01-05 16:17:13
501,802,953,619
fraud_Abbott-Rogahn
entertainment
41.33
Robert
Flores
M
3277 Fields Meadows Apt. 790
Greenview
CA
96,037
41.5403
-122.9366
308
Call centre manager
1958-09-20
aa82f69f8ae0d520321abce563184c97
1,325,780,233
41.667472
-122.771923
0
7,075
2019-01-05 16:17:43
4,335,531,783,520,911
fraud_Rodriguez, Yost and Jenkins
misc_net
8.69
Amy
Daugherty
F
852 Thomas Well Suite 339
Owensville
MO
65,066
38.3511
-91.4867
6,703
Naval architect
1998-05-20
dadffab31acbdb5face060f69ff1b949
1,325,780,263
38.330514
-91.266786
0
7,076
2019-01-05 16:17:54
4,715,741,951,931,169,000
fraud_Harris Group
food_dining
37.48
Robert
Drake
M
463 Willie Estates
Burbank
OK
74,633
36.6966
-96.7869
471
Sub
1941-03-30
7a9c691eab78dd5ca8f85e5044eeb1a0
1,325,780,274
36.545954
-97.4705
0
7,077
2019-01-05 16:18:06
3,549,202,406,645,667
fraud_Zemlak, Tillman and Cremin
personal_care
12.8
Larry
Williams
M
6274 David Oval Suite 725
Scarborough
ME
4,074
43.5835
-70.3457
18,760
Make
1933-04-02
b48cf003d80f3603964dc99b21fb81f2
1,325,780,286
44.202588
-70.111793
0
7,078
2019-01-05 16:18:45
180,056,173,248,083
fraud_Cruickshank-Mills
entertainment
26.11
Larry
Warner
M
145 Jeffrey Key Suite 668
Lakeview
MI
48,850
43.4269
-85.2924
4,474
Emergency planning/management officer
1976-01-15
557005657f507795e6c8058a8cc8de1d
1,325,780,325
42.684692
-84.667776
0
7,079
2019-01-05 16:19:11
6,011,542,681,743,618
fraud_Medhurst, Cartwright and Ebert
personal_care
43.32
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
a5ac7aa1a39eb76e560157bf070bbedb
1,325,780,351
38.861026
-78.237691
0
7,080
2019-01-05 16:20:00
3,551,217,896,304,745
fraud_Baumbach Ltd
personal_care
40.4
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
ceea6f8db3892719a60c2b7d7fd274a7
1,325,780,400
44.836805
-75.151076
0
7,081
2019-01-05 16:21:24
376,028,110,684,021
fraud_Stark-Koss
home
79.72
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
afb3e3911ec4294c046b2b333b57e7fc
1,325,780,484
39.035852
-93.730058
0
7,082
2019-01-05 16:22:01
3,518,234,918,950,662
fraud_Schimmel-Olson
kids_pets
7.3
Barbara
Lowe
F
67210 Lori Creek
Sherman
TX
75,092
33.6372
-96.6184
46,563
Systems developer
1970-09-11
269b8d86c88f76e8f2f489f5f528d975
1,325,780,521
33.361567
-96.910549
0
7,083
2019-01-05 16:23:40
4,400,011,257,587,662,000
fraud_Bahringer, Bergnaum and Quitzon
home
73.31
Marissa
Powell
F
474 Allen Haven
North Loup
NE
68,859
41.4972
-98.7858
509
Nurse, children's
1980-09-15
b595efb6a4f5052ce1e58d82a6f373b9
1,325,780,620
41.774415
-98.022688
0
7,084
2019-01-05 16:24:03
371,284,100,299,909
fraud_Brown, Homenick and Lesch
health_fitness
95.22
Hannah
Thomas
F
1004 Willis Pass
Hedley
TX
79,237
34.8698
-100.6806
513
Early years teacher
1976-05-24
8b27bac4b86a9f48c7564160305331b0
1,325,780,643
35.628211
-101.219698
0
7,085
2019-01-05 16:24:44
4,186,530,744,674
fraud_Shanahan-Lehner
personal_care
10.16
Casey
Howell
F
374 Christopher Ramp Suite 855
Blackville
SC
29,817
33.3645
-81.2718
4,913
Technical brewer
1966-11-10
61653d60953515b1745a491a35bbd889
1,325,780,684
33.866369
-80.934322
0
7,086
2019-01-05 16:24:59
2,229,378,226,512,508
fraud_Runolfsdottir, Mueller and Hand
entertainment
77.14
Thomas
Hale
M
949 Smith Parkway
Cazenovia
WI
53,924
43.4987
-90.2796
1,360
Occupational hygienist
1984-11-06
d51c69a1662f9160fd24bab8ea3a7da0
1,325,780,699
44.321451
-90.613266
0
7,087
2019-01-05 16:25:06
374,497,717,543,058
fraud_Mueller, Gerhold and Mueller
health_fitness
8.23
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
1948-06-30
8434c9e8ae9e77c5ad4610454d133f98
1,325,780,706
47.853926
-100.836192
0
7,088
2019-01-05 16:25:11
4,462,038,234,743,679,500
fraud_Heller PLC
health_fitness
62.41
Kimberly
Bush
F
6027 Scott Meadows Suite 494
Dell City
TX
79,837
31.924
-105.2099
579
Hydrogeologist
1945-11-26
b212e38dc0e8264f3608c094a591f66a
1,325,780,711
32.256079
-105.798976
0
7,089
2019-01-05 16:25:49
377,234,009,633,447
fraud_Yost, Schamberger and Windler
kids_pets
55.53
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
81579d8c922fa80a308e430e3e057c03
1,325,780,749
39.166833
-77.534166
0
7,090
2019-01-05 16:25:55
4,897,067,971,111,210,000
fraud_Ruecker, Beer and Collier
shopping_net
5.13
Randy
Wood
M
542 Howe Mission Apt. 092
Port Richey
FL
34,668
28.3011
-82.6927
42,619
Environmental education officer
1975-10-07
0397eb091bbc1701f4a9412e02f7e3fa
1,325,780,755
27.803611
-82.82421
0
7,091
2019-01-05 16:26:48
3,502,088,871,723,054
fraud_Watsica, Haag and Considine
shopping_pos
6.81
Scott
Martin
M
31472 Cody Place Suite 740
Kensington
MD
20,895
39.0298
-77.0793
19,054
Operations geologist
1976-09-08
deddc8b2f4d3868835f99158659619a7
1,325,780,808
38.158914
-77.299121
0
7,092
2019-01-05 16:28:28
4,169,759,661,243,568
fraud_Koss, McLaughlin and Mayer
food_dining
1.36
Jamie
Carr
F
55363 Aaron Circle Suite 450
Lawn
PA
17,041
40.2236
-76.538
213
Special educational needs teacher
1972-02-15
da3d842d5384ec6654364e4e0b6fb70d
1,325,780,908
39.721648
-75.539759
0
7,093
2019-01-05 16:28:32
180,046,165,512,893
fraud_Fritsch LLC
travel
3.35
Erica
Walker
F
084 Holmes Avenue Suite 206
Stayton
OR
97,383
44.8021
-122.7624
9,587
Engineer, biomedical
1968-03-24
702ceb47d6047dce2d19a9463221521d
1,325,780,912
45.020872
-123.32175
0
7,094
2019-01-05 16:28:38
4,710,826,438,164,848,000
fraud_Beier LLC
entertainment
15.75
Juan
Henry
M
9795 Lori Island Suite 346
Turner
MT
59,542
48.8328
-108.3961
192
Further education lecturer
1964-01-04
fc08b647fcf8fba616c0253ae18b19f3
1,325,780,918
48.542092
-107.588014
0
7,095
2019-01-05 16:28:58
213,157,767,990,030
fraud_Rippin-VonRueden
health_fitness
12.34
Tara
Campbell
F
05050 Rogers Well Apt. 439
Rock Springs
WY
82,901
41.606
-109.23
27,971
Music therapist
1984-08-01
b281040a5e54d2b137b29ad235ff1e7d
1,325,780,938
42.544108
-109.524629
0
7,096
2019-01-05 16:30:49
4,687,263,141,103
fraud_Conroy, Balistreri and Gorczany
health_fitness
125.76
Sarah
Cross
F
273 Phillip Throughway
Bigelow
MN
56,117
43.5336
-95.6515
399
Economist
1977-04-28
acb988e1cb19c0c07b324f1f4be2feb6
1,325,781,049
43.641696
-95.417395
0
7,097
2019-01-05 16:31:16
213,180,742,685,905
fraud_Bednar Inc
travel
5.62
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
a789992d46de8dd10b56d607046d15a1
1,325,781,076
39.571642
-123.901016
0
7,098
2019-01-05 16:34:52
3,587,960,728,692,500
fraud_Ernser-Feest
home
14.54
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
876492ef470fc6e5bd63482a733f2921
1,325,781,292
43.000956
-96.293762
0
7,099
2019-01-05 16:35:17
3,527,536,963,490,470
fraud_Jacobi and Sons
shopping_pos
1.36
Teresa
Stein
F
2838 White Fields Apt. 473
Brunson
SC
29,911
32.9413
-81.1807
1,725
Social researcher
1974-12-05
7d2ec27176c28e783ccd93f8a5248bbb
1,325,781,317
33.349861
-81.311823
0