Unnamed: 0
int64
trans_date_trans_time
string
cc_num
int64
merchant
string
category
string
amt
float64
first
string
last
string
gender
string
street
string
city
string
state
string
zip
int64
lat
float64
long
float64
city_pop
int64
job
string
dob
string
trans_num
string
unix_time
int64
merch_lat
float64
merch_long
float64
is_fraud
int64
1,272,100
2020-06-12 15:58:19
30,551,643,947,183
fraud_Zemlak, Tillman and Cremin
personal_care
83.22
Morgan
Smith
F
1441 Bradley Place
Grover
NC
28,073
35.1836
-81.4552
5,621
Toxicologist
1973-11-14
8f3170bfdde52e0593bfae54fdbbb243
1,371,052,699
35.674067
-81.915777
0
1,272,101
2020-06-12 15:58:37
4,855,853,415,727,305,000
fraud_Hamill-D'Amore
health_fitness
7.7
Justin
Aguilar
M
184 Miller Manors
Wittenberg
WI
54,499
44.8232
-89.1665
3,223
Senior tax professional/tax inspector
1954-06-30
fe71d5dd01740a99675cc7746d86f861
1,371,052,717
45.590773
-88.600174
0
1,272,102
2020-06-12 15:59:28
3,598,014,571,045,296
fraud_Lang, Towne and Schuppe
kids_pets
38.12
Lisa
Clark
F
07943 Davis River
Grimesland
NC
27,837
35.558
-77.2566
5,903
Manufacturing systems engineer
1993-10-07
ac7f0829d61179f0c67f00733aba9a99
1,371,052,768
35.426113
-76.755289
0
1,272,103
2020-06-12 16:00:02
30,234,966,027,947
fraud_Terry Ltd
home
33.87
Matthew
Lambert
M
7188 Melissa Crest Apt. 151
New Holstein
WI
53,061
43.9446
-88.0911
5,196
Child psychotherapist
1978-01-22
0a7b2d32dfc69c8264fb298ca4324559
1,371,052,802
44.693507
-88.440555
0
1,272,104
2020-06-12 16:01:03
3,575,540,972,310,993
fraud_Nader-Heller
misc_net
101.76
Rachel
Villarreal
F
250 Carrie Throughway
University
MS
38,677
34.3396
-89.5736
4,198
Curator
2001-06-22
0b0c86c17f482e5a8d1fb022938bd27d
1,371,052,863
35.16097
-89.349625
0
1,272,105
2020-06-12 16:01:04
213,180,742,685,905
fraud_Hills-Boyer
personal_care
179.13
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
be048cdf5d45220806da0628ca2eafba
1,371,052,864
40.551103
-123.296655
0
1,272,106
2020-06-12 16:01:33
4,538,566,639,857
fraud_Homenick LLC
personal_care
3.86
Jerry
Kelly
M
3539 Mckenzie Stream
Fairview
NJ
7,022
40.817
-74
13,835
Programmer, multimedia
1967-05-28
ab4e3b0b5ae5127aaec3ce2d84f25751
1,371,052,893
40.814907
-73.736262
0
1,272,107
2020-06-12 16:01:41
342,952,484,382,519
fraud_Bins, Balistreri and Beatty
shopping_pos
1.76
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
886907585c6d938a2b01a9b464e72bcf
1,371,052,901
42.492435
-74.124058
0
1,272,108
2020-06-12 16:01:43
3,536,918,668,124,647
fraud_Gutmann, McLaughlin and Wiza
home
35.32
Michelle
Juarez
F
44864 Melton Vista Suite 310
San Jose
CA
95,148
37.3304
-121.7913
973,849
Science writer
1955-06-12
e563acc2981afa0576dd1870cd8aa7cd
1,371,052,903
37.616954
-120.883363
0
1,272,109
2020-06-12 16:02:05
6,593,250,708,747,804
fraud_Stoltenberg-Beatty
shopping_pos
6.56
Melissa
Meza
F
244 Abbott Parkway
Loxahatchee
FL
33,470
26.7383
-80.276
26,551
Paramedic
1977-01-04
180eb1317562144beffb37fa67938165
1,371,052,925
26.4108
-79.394514
0
1,272,110
2020-06-12 16:02:16
3,583,635,130,604,947
fraud_Weber, Thiel and Hammes
kids_pets
42.3
Crystal
Gamble
F
899 Michele View Suite 960
Philadelphia
PA
19,149
40.0369
-75.0664
1,526,206
Structural engineer
1985-01-01
92e052c8a44646d5927358714afbcb6e
1,371,052,936
40.261365
-75.439876
0
1,272,111
2020-06-12 16:02:42
30,248,898,834,493
fraud_Prosacco, Kreiger and Kovacek
home
32.52
Michael
Rodriguez
M
172 Paula Inlet Apt. 650
Cross Plains
TX
76,443
32.1482
-99.1872
1,897
Chief Operating Officer
1953-04-19
d1d16eab124e7dcd64ae1d9934d4a561
1,371,052,962
32.546079
-99.79973
0
1,272,112
2020-06-12 16:03:25
4,048,508,450,704,760
fraud_Larkin, Stracke and Greenfelder
entertainment
6.78
Cheryl
Melton
F
5053 Bell Crescent Apt. 255
Fullerton
NE
68,638
41.366
-98.0054
1,749
Surveyor, mining
1973-05-07
eda842c10d1af0d20965c7da1c672738
1,371,053,005
41.807189
-97.497286
0
1,272,113
2020-06-12 16:04:11
502,038,091,380
fraud_Hammes-Beatty
kids_pets
47.58
Kurt
Peters
M
7290 Ashlee Keys
Kissee Mills
MO
65,680
36.6704
-93.0377
1,201
Engineer, agricultural
1980-03-18
601e72f86e741d9724350bdd08e0adec
1,371,053,051
36.477843
-93.885877
0
1,272,114
2020-06-12 16:04:15
6,011,504,998,544,485
fraud_Beier and Sons
home
18.34
Ashley
Whitney
F
4038 Smith Avenue
Jones
AL
36,749
32.5104
-86.8138
1,089
Materials engineer
1971-11-02
28a71fbf167833174a8951395d9e80d5
1,371,053,055
31.752255
-86.068738
0
1,272,115
2020-06-12 16:04:38
4,646,845,581,490,336,000
fraud_Streich, Rolfson and Wilderman
kids_pets
33.41
Julia
Bell
F
576 House Crossroad
West Sayville
NY
11,796
40.732
-73.1
4,056
Film/video editor
1990-06-25
0c5fb336e1619c21c54a24b182fa13f4
1,371,053,078
40.822878
-73.427144
0
1,272,116
2020-06-12 16:05:52
3,597,926,034,019,603
fraud_Waelchi Inc
kids_pets
37.55
Derrick
Flores
M
83690 Nicholas Ports Apt. 846
Oakland
TN
38,060
35.2229
-89.5518
9,496
Furniture conservator/restorer
1993-03-23
777d67c007e5fbe96adf821892f431c8
1,371,053,152
34.374149
-90.002214
0
1,272,117
2020-06-12 16:05:57
6,506,116,513,503,136
fraud_Upton PLC
entertainment
35.76
Kimberly
Rice
F
63991 Destiny Rue Apt. 651
Tyler
TX
75,703
32.2768
-95.3031
144,160
Sports development officer
1984-05-04
a91749ec8b525a8e81bd755773163f1e
1,371,053,157
32.914164
-94.98233
0
1,272,118
2020-06-12 16:06:00
343,746,486,082,492
fraud_Reynolds-Schinner
misc_pos
101.41
Jeffrey
Munoz
M
836 Stephanie Union
Cedar
MI
49,621
44.8605
-85.8138
3,096
Social research officer, government
1975-10-11
6793f308a10891156216c0a6179149b4
1,371,053,160
44.69946
-85.729121
0
1,272,119
2020-06-12 16:06:13
4,260,128,500,325
fraud_Bahringer-Streich
food_dining
4.85
Whitney
Gallagher
F
0374 Courtney Islands Apt. 400
Deane
KY
41,812
37.2409
-82.7696
230
Conservation officer, historic buildings
1997-08-04
859f80225dde115046cf180a31805c66
1,371,053,173
38.189788
-83.756969
0
1,272,120
2020-06-12 16:07:05
3,519,607,465,576,254
fraud_Powlowski-Weimann
food_dining
18.6
Audrey
Gonzalez
F
34180 Lopez Plaza
Fields Landing
CA
95,537
40.7268
-124.2174
276
Scientist, audiological
1929-05-06
279289d7aa990d8f14a1d9d0ef5392e3
1,371,053,225
41.454739
-123.585343
0
1,272,121
2020-06-12 16:07:59
3,583,793,405,872,580
fraud_Adams-Barrows
health_fitness
3.16
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
1970-09-27
7be742071c67b4cdd1223d4aac167b92
1,371,053,279
35.058791
-98.437926
0
1,272,122
2020-06-12 16:08:48
6,573,561,108,825,071
fraud_Denesik, Powlowski and Pouros
home
35.92
Kristina
Lewis
F
5449 Brandi Heights Apt. 111
Tulsa
OK
74,130
36.2395
-95.9596
413,574
Bookseller
1968-06-18
cd537ba849b2782f7d7f86d675285b1c
1,371,053,328
35.309328
-95.665688
0
1,272,123
2020-06-12 16:09:39
30,030,380,240,193
fraud_Hagenes, Kohler and Hoppe
food_dining
50.87
William
Jenkins
M
50614 Kevin Point
Harper
TX
78,631
30.2816
-99.241
2,395
Pharmacist, community
1993-11-17
9055743ed9c62087f27c05d7ac7e26b5
1,371,053,379
30.372764
-98.603666
0
1,272,124
2020-06-12 16:09:53
3,579,200,383,632,826
fraud_Medhurst Inc
home
79.01
Tyler
Small
M
047 Kevin Haven
Boyd
WI
54,726
44.9437
-91.0294
1,690
IT trainer
1975-12-24
93545a9a58724da542633bc9e60aecef
1,371,053,393
44.673317
-91.435798
0
1,272,125
2020-06-12 16:10:02
213,157,767,990,030
fraud_Jast Ltd
shopping_net
564.13
Tara
Campbell
F
05050 Rogers Well Apt. 439
Rock Springs
WY
82,901
41.606
-109.23
27,971
Music therapist
1984-08-01
dfdbc771cebd3c11336555b314307f0a
1,371,053,402
41.919436
-109.714412
0
1,272,126
2020-06-12 16:10:09
3,587,044,315,915,002
fraud_Effertz, Welch and Schowalter
entertainment
80.21
Christian
Roman
M
495 Fisher Throughway
Grand Junction
TN
38,039
35.0659
-89.1534
1,804
Clothing/textile technologist
1974-10-15
74ffedc09d2a39c92f38a5eb0b7213d8
1,371,053,409
35.113719
-89.235496
0
1,272,127
2020-06-12 16:11:22
2,288,813,824,604,479
fraud_Lubowitz-Walter
kids_pets
11.41
Barbara
Norman
F
6278 Stephanie Unions
New York City
NY
10,039
40.8265
-73.9383
1,577,385
Herbalist
1981-08-29
e73f001d951ba7252fb5908a7a2dcbbb
1,371,053,482
41.298861
-74.422551
0
1,272,128
2020-06-12 16:11:40
36,485,887,555,770
fraud_Hermiston, Russel and Price
food_dining
39.69
Michael
Gross
M
230 Ryan Tunnel Apt. 025
Fulton
OH
43,321
40.4971
-82.8342
267
Facilities manager
2005-01-29
e333567d0c9f10bc76e44ef93baed0d7
1,371,053,500
40.484802
-83.573145
0
1,272,129
2020-06-12 16:11:45
4,810,789,809,665,943,000
fraud_Beier and Sons
home
8.61
Julie
Sanchez
F
916 Charles Road
Bowersville
OH
45,307
39.5756
-83.7153
338
Quantity surveyor
1988-07-28
7e0f773abb35f45bdd239f7f1ffa6fd6
1,371,053,505
38.606558
-84.575692
0
1,272,130
2020-06-12 16:12:05
4,129,767,952,109,660
fraud_Bashirian Group
shopping_net
4.34
Cheryl
Ballard
F
248 James Squares Apt. 838
Halstad
MN
56,548
47.3551
-96.798
771
Scientist, audiological
1972-06-14
f433145645d18cc83d7b1e9bdc642c38
1,371,053,525
47.682736
-96.210886
0
1,272,131
2020-06-12 16:12:27
3,586,955,669,388,457
fraud_Watsica LLC
personal_care
74.79
Benjamin
Rogers
M
24191 Elizabeth Mill
Bolivar
PA
15,923
40.3673
-79.1605
1,770
Administrator, local government
1994-12-08
8d727bddc525e17a53d47fdb9d040e5a
1,371,053,547
40.806016
-78.941334
0
1,272,132
2020-06-12 16:12:29
5,501,083,170,975,659
fraud_Emmerich-Rau
personal_care
26.82
Wayne
Payne
M
587 Bradley Inlet Suite 281
Cuyahoga Falls
OH
44,223
41.1464
-81.5107
47,772
Equities trader
1966-01-04
bfdd8bb15f98d202be75499e672f1817
1,371,053,549
42.021367
-81.536585
0
1,272,133
2020-06-12 16:12:38
3,508,104,404,056,005
fraud_Cormier LLC
shopping_net
6.55
Michael
Fisher
M
401 Escobar Port
East Troy
WI
53,120
42.8035
-88.4092
9,679
Engineer, production
1991-04-11
ec043a000bc4e4d1123cda071cbb6156
1,371,053,558
42.67265
-88.270663
0
1,272,134
2020-06-12 16:13:34
4,979,422,371,139,333
fraud_Schimmel-Olson
kids_pets
90.39
Kelly
Zimmerman
F
1893 Katie Tunnel
Westerville
NE
68,881
41.4193
-99.3844
73
Product designer
1935-02-10
cd7623cc3bafa76ec129eef9ac6dc59a
1,371,053,614
41.644066
-98.559251
0
1,272,135
2020-06-12 16:13:50
6,011,366,578,560,244
fraud_Harris Group
food_dining
8.37
Adam
Stark
M
0912 Mark Fields Apt. 080
Mc Veytown
PA
17,051
40.5046
-77.7186
4,653
Nutritional therapist
1997-07-01
7e880f69667cc7311dc164b9f23cd4a1
1,371,053,630
41.436055
-78.590079
0
1,272,136
2020-06-12 16:14:06
180,031,190,491,743
fraud_Beier and Sons
home
121.96
Becky
Mckinney
F
250 Benjamin Hill Apt. 026
Mobile
AL
36,617
30.7145
-88.0918
270,712
Surveyor, land/geomatics
1972-01-05
2fe95de4c8a17a4436ec0664d2296877
1,371,053,646
29.882342
-87.172751
0
1,272,137
2020-06-12 16:14:09
4,358,137,750,029,945,000
fraud_Graham and Sons
health_fitness
63.37
Dawn
Stephens
F
91542 Marissa Shores Apt. 053
Oran
IA
50,664
42.7012
-92.0762
53
Sports administrator
1972-10-05
cb67892f7c957fa060e348b88c18bcba
1,371,053,649
42.774288
-92.028531
0
1,272,138
2020-06-12 16:14:25
213,148,039,875,802
fraud_Kuhic, Bins and Pfeffer
shopping_net
7.3
Jill
Jacobs
F
034 Kimberly Mountains
Brandon
FL
33,510
27.9551
-82.2966
79,613
Environmental consultant
1978-11-30
a2e0f674cdfcaf8639cfd78e122f6d61
1,371,053,665
27.189084
-82.713746
0
1,272,139
2020-06-12 16:14:59
4,302,480,582,202,074
fraud_Eichmann-Kilback
home
20.57
David
Rodriguez
M
821 Solis Points
Muskegon
MI
49,440
43.2326
-86.2492
128,715
Historic buildings inspector/conservation officer
1995-05-25
e37d967fc7155c32835c998c789151cc
1,371,053,699
42.624651
-85.536252
0
1,272,140
2020-06-12 16:15:52
3,575,789,281,659,026
fraud_Lubowitz, Terry and Stracke
personal_care
42.41
Lindsay
Wilson
F
7618 Gonzales Mission
Centerview
MO
64,019
38.7897
-93.8702
2,368
Electronics engineer
1989-07-17
95c38d1db3088cb50292ce7f970c04e0
1,371,053,752
38.446384
-93.6274
0
1,272,141
2020-06-12 16:16:32
6,502,195,877,055,606
fraud_Bahringer, Bergnaum and Quitzon
home
78.4
Nathan
Byrd
M
155 Gregory Mount Suite 791
Red Cliff
CO
81,649
39.4584
-106.3851
277
Human resources officer
1985-04-03
3d9d695dfe8de4a7cbb41b33ebd1fca6
1,371,053,792
38.537403
-105.906594
0
1,272,142
2020-06-12 16:16:47
375,248,307,838,179
fraud_Weber and Sons
food_dining
127.41
Joshua
Mendoza
M
4215 Miranda Field Suite 326
Tallmansville
WV
26,237
38.8564
-80.158
571
Accounting technician
1967-09-16
2f583f9cb34be25183c215b5618c2190
1,371,053,807
37.994754
-80.69629
0
1,272,143
2020-06-12 16:16:59
213,178,765,398,315
fraud_Cronin, Kshlerin and Weber
health_fitness
28.13
Alan
Colon
M
748 Bryan Fields Suite 935
Riverton
WY
82,501
43.0351
-108.2024
19,408
Lecturer, higher education
1993-09-11
f96e44eeb6ef2369ab498ba18f9f79f8
1,371,053,819
43.2223
-107.241871
0
1,272,144
2020-06-12 16:17:17
3,583,793,405,872,580
fraud_Turcotte, Batz and Buckridge
health_fitness
5.17
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
1970-09-27
353bd1818a57a845b39958b858b40540
1,371,053,837
34.279177
-98.729084
0
1,272,145
2020-06-12 16:18:05
375,082,648,741,747
fraud_Dickinson Ltd
personal_care
139.79
Shannon
Bell
F
2918 David Spurs
Georgetown
MN
56,546
47.0999
-96.727
346
Research officer, trade union
1976-12-14
048e851892edd3080153aed0ee1ef6f9
1,371,053,885
47.873168
-96.988254
0
1,272,146
2020-06-12 16:18:08
4,364,010,865,167,176
fraud_Kerluke, Considine and Macejkovic
misc_net
4.89
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
9bdc0e3c7291caa7a38d1190d9adc484
1,371,053,888
40.302826
-120.520927
0
1,272,147
2020-06-12 16:19:30
4,099,707,841,315,751
fraud_McGlynn-Jaskolski
misc_pos
156.69
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
dbec1daa0e239d04ac3383e983ef641f
1,371,053,970
37.380397
-77.535589
0
1,272,148
2020-06-12 16:19:35
4,584,931,703,207,308,300
fraud_Kris-Kertzmann
travel
6.61
Amanda
Gomez
F
8152 Brittany Centers
Dallas
TX
75,218
32.8463
-96.6972
1,263,321
Designer, ceramics/pottery
1975-04-16
e19ee7d91578936d39ddb81cca7272f6
1,371,053,975
32.135161
-96.335011
0
1,272,149
2020-06-12 16:19:53
4,328,928,491,302,401
fraud_Pouros-Conroy
shopping_pos
11.99
Margaret
Ray
F
927 Cummings Manor Suite 318
Greendale
WI
53,129
42.9373
-87.9943
13,973
Logistics and distribution manager
1981-05-06
272d6e88a421d16874bc277e983e1c6c
1,371,053,993
42.65666
-87.483227
0
1,272,150
2020-06-12 16:20:06
180,084,576,295,055
fraud_Witting, Beer and Ernser
home
92.94
David
Kirby
M
133 Alyssa Plains
Lolita
TX
77,971
28.7724
-96.4793
911
Archaeologist
1970-01-18
73fafd3e71673e3d61c72a403c22bbd4
1,371,054,006
28.930935
-95.616879
0
1,272,151
2020-06-12 16:20:11
4,477,156,602,511,939,600
fraud_Bogisich-Weimann
kids_pets
102.44
Angela
Ross
F
0107 Clements Point
American Fork
UT
84,003
40.3928
-111.7941
42,384
Futures trader
1992-12-29
a5d440d1b0a6209f85f6f3fc73ca33bc
1,371,054,011
39.706552
-112.006613
0
1,272,152
2020-06-12 16:21:29
5,501,083,170,975,659
fraud_Jakubowski Inc
home
79.08
Wayne
Payne
M
587 Bradley Inlet Suite 281
Cuyahoga Falls
OH
44,223
41.1464
-81.5107
47,772
Equities trader
1966-01-04
bef0a8d2dad91f7c1e61c8d164e7e1a5
1,371,054,089
40.838308
-82.075205
0
1,272,153
2020-06-12 16:21:47
2,720,433,095,629,877
fraud_Windler, Goodwin and Kovacek
home
39.22
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
cff9ed1a6511604cc423b97bf1743e5a
1,371,054,107
43.791929
-69.197866
0
1,272,154
2020-06-12 16:22:18
676,195,318,214
fraud_Zulauf LLC
personal_care
12.9
Brandy
Quinn
F
9734 Beard Fields Suite 885
Altair
TX
77,412
29.6047
-96.5249
106
Editor, film/video
1983-07-24
5d37399a764a13f08192fb3335267a66
1,371,054,138
28.712388
-96.43484
0
1,272,155
2020-06-12 16:22:43
213,125,815,021,702
fraud_Schoen Ltd
kids_pets
178.3
Adam
Kirk
M
40847 Stark Junctions
Big Indian
NY
12,410
42.074
-74.453
397
Psychiatrist
1931-09-12
f86174e6f92e1fb87bcc54764eb91aca
1,371,054,163
41.847882
-74.778472
0
1,272,156
2020-06-12 16:22:54
581,293,083,266
fraud_Durgan, Gislason and Spencer
home
83.84
William
Thomas
M
39227 Mcpherson Shoals
Lahoma
OK
73,754
36.385
-98.0727
1,078
Podiatrist
1989-10-06
be87e247a5ceaf9b3e979680b1db8adb
1,371,054,174
37.191545
-97.431161
0
1,272,157
2020-06-12 16:24:20
4,378,993,458,389,626
fraud_Kihn Inc
shopping_pos
4.19
Travis
Hayes
M
1561 Chase Grove
Conway
NH
3,818
43.9742
-71.1503
3,807
Surgeon
1999-10-25
ff0e3b0b21602126e31c47589fc20d3c
1,371,054,260
44.822991
-71.162116
0
1,272,158
2020-06-12 16:24:25
4,610,050,989,831,291
fraud_Wuckert-Goldner
home
80.66
James
Lynch
M
5155 Mary Common Apt. 927
Utica
PA
16,362
41.4798
-79.9403
1,102
Garment/textile technologist
1989-07-08
666ee9acf6bb035b5c45cdc222274f53
1,371,054,265
41.321962
-79.629706
0
1,272,159
2020-06-12 16:24:58
3,560,797,065,840,735
fraud_Bins-Howell
personal_care
48.28
Janet
Turner
F
0925 Lang Extensions
Shields
ND
58,569
46.1838
-101.2589
77
Film/video editor
1989-12-17
59c3212549a30cb43e9a97f0aaed9833
1,371,054,298
47.062797
-100.278077
0
1,272,160
2020-06-12 16:25:19
180,065,479,077,096
fraud_Emmerich-Rau
personal_care
78.68
Krystal
Gamble
F
47152 Clayton Burg
Manchester
MD
21,102
39.6747
-76.8941
11,751
Clinical research associate
1964-02-15
5d5e28c81244438f91bd003321cd4772
1,371,054,319
40.422841
-76.706596
0
1,272,161
2020-06-12 16:26:00
4,904,681,492,230,012
fraud_Watsica LLC
personal_care
236.84
Lisa
Lowe
F
574 David Locks Suite 207
Cottekill
NY
12,419
41.8467
-74.1038
722
Comptroller
1990-10-19
53e9c3a192608d91aab0d3734f84beb3
1,371,054,360
41.484342
-74.478904
0
1,272,162
2020-06-12 16:26:14
30,487,648,872,433
fraud_Upton PLC
entertainment
50.63
Stephanie
Crane
F
144 Martinez Curve
Central
IN
47,110
38.097
-86.1723
350
Counsellor
1955-01-05
28bdcbb32c64591b2612928136371d4c
1,371,054,374
39.036544
-85.660757
0
1,272,163
2020-06-12 16:27:16
4,488,258,847,705,225,700
fraud_Hills, Hegmann and Schaefer
health_fitness
2.43
Jessica
Shaw
F
5745 Blair Locks
West Columbia
SC
29,170
33.9568
-81.1405
52,126
Chemical engineer
1929-08-23
b2c41395f1f2d617f4827daf6340439d
1,371,054,436
34.102233
-81.79812
0
1,272,164
2020-06-12 16:27:52
36,913,587,729,122
fraud_Heathcote LLC
shopping_net
5.5
Ana
Mccormick
F
4503 Patricia Route
Meridian
ID
83,646
43.6498
-116.4306
84,106
Intelligence analyst
1971-02-11
1522c303dc7eb915821d126aa11a3984
1,371,054,472
43.522053
-116.79475
0
1,272,165
2020-06-12 16:28:54
3,540,210,836,308,425
fraud_Eichmann-Kilback
home
78.47
Steven
Yoder
M
94975 David Mews Apt. 316
Summerfield
TX
79,085
34.7437
-102.5064
53
Fisheries officer
1992-06-19
15d3ab37190b09b51ba152c81cee3a0f
1,371,054,534
33.973618
-103.041206
0
1,272,166
2020-06-12 16:30:35
6,011,438,889,172,900
fraud_Altenwerth-Kilback
home
10.01
Allison
Allen
F
40624 Rebecca Spurs
De Witt
AR
72,042
34.2853
-91.3336
5,161
Electrical engineer
1993-04-08
82e7e952291157a1d7194403cf92c0b0
1,371,054,635
34.441197
-90.545399
0
1,272,167
2020-06-12 16:30:44
4,707,867,759,656,333
fraud_Jakubowski Group
food_dining
11.4
Susan
Shah
F
9016 Jordan Bypass Apt. 516
Cranks
KY
40,820
36.7558
-83.1838
581
Psychologist, counselling
1967-02-04
3e1214bae91f437e43f722f7d1b31e85
1,371,054,644
37.215267
-82.919459
0
1,272,168
2020-06-12 16:31:44
2,242,542,703,101,233
fraud_Nolan-Williamson
kids_pets
2.65
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
5fe01922a6a97cb07d82ad9923b95a03
1,371,054,704
39.074788
-86.438818
0
1,272,169
2020-06-12 16:32:11
5,388,659,976,630,693
fraud_Abbott-Steuber
personal_care
34.32
Charles
Preston
M
5364 William Harbor
Seneca
WI
54,654
43.2064
-90.9405
153
Quantity surveyor
1962-02-14
b75060b5f766f1b02df9683c50cbe61f
1,371,054,731
43.527079
-90.909885
0
1,272,170
2020-06-12 16:32:16
3,568,255,211,412,877
fraud_Veum-Koelpin
travel
2.76
Timothy
Gomez
M
707 Anthony Causeway
Leo
IN
46,765
41.2249
-85.0301
5,341
Biomedical engineer
1994-11-24
33cbbea55523afc727f50618e51f1b88
1,371,054,736
41.780545
-84.462741
0
1,272,171
2020-06-12 16:32:30
4,997,733,566,924,489
fraud_Rau-Robel
kids_pets
19.75
Stephanie
Taylor
F
598 Martin Pine Suite 365
Saint Paul
MN
55,128
44.9913
-92.9487
753,116
Fisheries officer
1971-08-06
1e00fa4b399fcc1ef47b050fb386bddc
1,371,054,750
44.524699
-93.632546
0
1,272,172
2020-06-12 16:32:38
3,551,217,896,304,745
fraud_Breitenberg-Hermiston
kids_pets
33.13
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
7536e2d53d2a989545886c6cff4c3f78
1,371,054,758
43.520483
-74.694681
0
1,272,173
2020-06-12 16:33:21
2,712,209,726,293,386
fraud_Rau-Robel
kids_pets
63.25
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
1abd0c6b0fcd25c052a2ae07e0a1cc9e
1,371,054,801
30.029701
-91.961582
0
1,272,174
2020-06-12 16:34:14
4,302,475,216,404,898
fraud_Cole, Hills and Jewess
home
28.36
Daniel
Cain
M
384 Newman Forks Apt. 370
Belmond
IA
50,421
42.8511
-93.62
3,032
Community pharmacist
1964-08-08
6ae106bde5c623f2eba4771a91e7cdfc
1,371,054,854
42.787217
-93.919853
0
1,272,175
2020-06-12 16:35:10
5,559,857,416,065,248
fraud_Connelly PLC
food_dining
24.39
Jack
Hill
M
5916 Susan Bridge Apt. 939
Grenada
CA
96,038
41.6125
-122.5258
589
Systems analyst
1945-12-21
4e8c41c45c73588c1c176b3896f3f782
1,371,054,910
42.278189
-122.440371
0
1,272,176
2020-06-12 16:35:36
374,930,071,163,758
fraud_Maggio-Fahey
misc_pos
5.89
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
8c9c857b957019b5d8e493e3c41a967f
1,371,054,936
41.339102
-83.615575
0
1,272,177
2020-06-12 16:35:54
370,612,217,861,404
fraud_Stark-Koss
home
82.01
Amanda
Fitzgerald
F
298 Kayla Lights
Bristol
PA
19,007
40.1159
-74.8536
21,125
Administrator, charities/voluntary organisations
1985-05-25
3365bcd338ce85fd701afda25f007761
1,371,054,954
39.944329
-75.076996
0
1,272,178
2020-06-12 16:36:22
6,547,670,341,037,171
fraud_Schimmel-Olson
kids_pets
36.56
Bryce
Joseph
M
148 Baker Field
Chester Heights
PA
19,017
39.8839
-75.4669
348
Management consultant
1945-05-05
47475bbffe2c94b2a3f1ba107f61ff18
1,371,054,982
39.036613
-74.884848
0
1,272,179
2020-06-12 16:36:28
676,102,124,465
fraud_Powlowski-Weimann
food_dining
72.67
Natasha
Mclaughlin
F
8699 Lindsay Ford Apt. 486
Napa
CA
94,558
38.4549
-122.2564
94,014
Airline pilot
1985-08-21
db1bcd16560417727353fd0a84981c72
1,371,054,988
39.355291
-121.446032
0
1,272,180
2020-06-12 16:37:41
4,560,395,181,594,436,000
fraud_Barrows PLC
shopping_pos
6.36
Angela
Taylor
F
6343 Ramirez Skyway Apt. 518
Lakeport
CA
95,453
39.047
-122.9328
11,256
Podiatrist
1972-10-18
ab883075d2f6be5b25213c6c5c9928f9
1,371,055,061
38.248618
-123.75767
0
1,272,181
2020-06-12 16:38:47
373,905,417,449,658
fraud_O'Reilly, Mohr and Purdy
home
50.92
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
1970-11-12
ad494f716a9b454476ff56eda2c572c0
1,371,055,127
31.898372
-97.929545
0
1,272,182
2020-06-12 16:39:06
4,874,006,077,381,178
fraud_Howe Ltd
misc_pos
8.07
Patricia
Russell
F
89297 Wilson Green Suite 601
Moscow
IA
52,760
41.5646
-91.0859
533
Chief Technology Officer
1990-01-13
1974f654b2d1a45f35e57c0efc05a842
1,371,055,146
42.340515
-91.02404
0
1,272,183
2020-06-12 16:39:47
676,195,318,214
fraud_Parker-Kunde
personal_care
80.62
Brandy
Quinn
F
9734 Beard Fields Suite 885
Altair
TX
77,412
29.6047
-96.5249
106
Editor, film/video
1983-07-24
2cf8e1a4653acbaf5bce6c259dd8837c
1,371,055,187
28.686637
-97.03444
0
1,272,184
2020-06-12 16:40:00
2,283,743,876,903,625
fraud_Zboncak Ltd
food_dining
1.22
Shannon
Williams
F
9345 Spencer Junctions Suite 183
Alpharetta
GA
30,009
34.077
-84.3033
165,556
Prison officer
1997-12-27
b4169495fe3f3a138fc26e034df9684a
1,371,055,200
34.474819
-83.491852
0
1,272,185
2020-06-12 16:40:28
30,074,693,890,476
fraud_Lakin, Ferry and Beatty
food_dining
65.65
Kelsey
Richards
F
889 Sarah Station Suite 624
Holcomb
KS
67,851
37.9931
-100.9893
2,691
Arboriculturist
1993-08-16
397e18102463426f3e745f7302ee70db
1,371,055,228
37.612007
-100.52485
0
1,272,186
2020-06-12 16:41:05
4,512,828,414,983,802,000
fraud_Watsica LLC
personal_care
182.37
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
9fd03f9d4521b264e4515e913eaad923
1,371,055,265
40.834829
-79.693046
0
1,272,187
2020-06-12 16:41:52
4,060,579,726,528,237
fraud_Waelchi Inc
kids_pets
76.57
Steven
Sanders
M
25955 Amy Via
Ozawkie
KS
66,070
39.2136
-95.4404
2,661
Theatre director
1948-11-14
404eb2dcb3e29efcaaa49a43702e6906
1,371,055,312
39.667348
-95.40549
0
1,272,188
2020-06-12 16:41:59
4,681,699,462,969
fraud_Greenholt Ltd
health_fitness
148.63
Joseph
Gonzalez
M
319 Wendy Fort Suite 179
Murfreesboro
TN
37,132
35.8596
-86.421
158,701
Journalist, newspaper
1978-03-06
234687c09bd8764d4d19e11611d8780a
1,371,055,319
35.395027
-87.380223
0
1,272,189
2020-06-12 16:42:58
3,543,591,270,174,051
fraud_Jewess LLC
shopping_pos
3.85
Margaret
Lam
F
6911 Nicholas Keys Apt. 237
Armagh
PA
15,920
40.4603
-79.0097
922
Early years teacher
1972-10-04
c757d0f89606c78cccc6ef993795c4c3
1,371,055,378
39.787645
-78.205078
0
1,272,190
2020-06-12 16:43:11
374,656,033,243,756
fraud_Roob-Okuneva
health_fitness
32.77
David
Lewis
M
1499 Michael Rue
Arlington
VA
22,213
38.8954
-77.1633
207,410
Mudlogger
1984-07-03
969bc442c34b89a1a9750529dad3e0ba
1,371,055,391
39.271155
-77.476238
0
1,272,191
2020-06-12 16:43:13
3,508,104,404,056,005
fraud_Kessler Inc
travel
9.87
Michael
Fisher
M
401 Escobar Port
East Troy
WI
53,120
42.8035
-88.4092
9,679
Engineer, production
1991-04-11
eea7f1061c849a222168c64f7b1a66e9
1,371,055,393
42.168799
-88.678712
0
1,272,192
2020-06-12 16:43:27
3,587,960,728,692,500
fraud_Cole, Hills and Jewess
home
10.85
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
dda98bfc58eeb6993b46e79f1ef6b032
1,371,055,407
42.611925
-95.751153
0
1,272,193
2020-06-12 16:43:46
4,060,579,726,528,237
fraud_Reilly and Sons
health_fitness
96.1
Steven
Sanders
M
25955 Amy Via
Ozawkie
KS
66,070
39.2136
-95.4404
2,661
Theatre director
1948-11-14
bc1207a2017777777ca1d0f623a6eb9b
1,371,055,426
38.372308
-94.780855
0
1,272,194
2020-06-12 16:43:57
3,541,160,328,600,277
fraud_Nienow, Ankunding and Collier
misc_pos
188.09
Jason
Singh
M
4720 Anna Ways
Murrayville
IL
62,668
39.5723
-90.2379
1,512
Commercial/residential surveyor
2003-05-07
353c45853811837ac9b1ad195f72c82b
1,371,055,437
39.105135
-89.321595
0
1,272,195
2020-06-12 16:44:26
4,826,655,832,045,236
fraud_Dare, Fritsch and Zboncak
health_fitness
9.85
Tami
Forbes
F
5204 Robinson Plaza Suite 897
Barnstable
MA
2,630
41.6983
-70.3001
1,850
Counselling psychologist
1963-12-29
f923d08854ee57bc372c1972cdc04d8b
1,371,055,466
41.938539
-70.567704
0
1,272,196
2020-06-12 16:44:31
4,128,027,264,554,082
fraud_Little Ltd
kids_pets
51.33
Kyle
Park
M
7507 Larry Passage Suite 859
Mount Perry
OH
43,760
39.8788
-82.188
1,831
Barrister's clerk
1953-10-18
4aca4ec7d541a866c413305619a27d5d
1,371,055,471
40.385339
-82.489166
0
1,272,197
2020-06-12 16:45:02
375,534,208,663,984
fraud_Schimmel-Olson
kids_pets
43.36
Tyler
Garcia
M
408 Bradley Rest
Doe Hill
VA
24,433
38.4207
-79.4629
99
Dance movement psychotherapist
1986-03-28
1609b040ee4081528af01b72cb246427
1,371,055,502
37.984981
-78.68564
0
1,272,198
2020-06-12 16:45:04
3,556,613,125,071,656
fraud_Douglas-White
entertainment
7.84
Jose
Vasquez
M
572 Davis Mountains
Lake Jackson
TX
77,566
29.0393
-95.4401
28,739
Futures trader
1999-12-27
10d548d3c0f8f5f938563e7045999429
1,371,055,504
28.631752
-95.56357
0
1,272,199
2020-06-12 16:46:58
4,841,313,716,651,064
fraud_Ullrich Ltd
kids_pets
54.08
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
36cba5d9ce006fbe4dd3df722e2083d6
1,371,055,618
42.916875
-72.915158
0