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
13,700
2020-06-25 21:58:43
3,521,417,320,836,166
fraud_Fritsch LLC
travel
8.37
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
1caea32dfbd7a25bf7c84affd5ea8372
1,372,197,523
40.779701
-85.801273
0
13,701
2020-06-25 21:58:52
639,077,309,909
fraud_Bednar Inc
travel
7.96
Justin
Carter
M
853 Miller Bypass Suite 802
Broomfield
CO
80,021
39.8854
-105.1139
92,337
Engineer, electronics
1967-10-18
5be176d0c93228a79f9be508525fe86f
1,372,197,532
39.923923
-104.332305
0
13,702
2020-06-25 21:59:53
2,285,066,385,084,291
fraud_Ruecker, Beer and Collier
shopping_net
8.02
Richard
Brown
M
17819 Jose Mount Suite 657
Heidelberg
MS
39,439
31.882
-88.9981
4,573
Exhibitions officer, museum/gallery
1988-02-15
b8a394b8ee81d153a13470483409c24d
1,372,197,593
30.998771
-88.491877
0
13,703
2020-06-25 21:59:54
180,094,419,304,907
fraud_Shanahan-Lehner
personal_care
49.67
Sharon
Smith
F
17666 David Valleys
Sun City
CA
92,585
33.7467
-117.1721
54,287
Designer, exhibition/display
1972-09-22
0b96255b386303722113eeaa82708b15
1,372,197,594
33.629601
-118.128611
0
13,704
2020-06-25 22:00:55
180,049,032,966,888
fraud_Ritchie, Bradtke and Stiedemann
travel
596.4
Michael
Flores
M
70761 Fitzpatrick Brooks Suite 631
Saxon
WI
54,559
46.4959
-90.4383
795
Television/film/video producer
1986-04-15
310b1b716c47491ce0e2b3602ecf900f
1,372,197,655
46.62667
-90.070239
0
13,705
2020-06-25 22:01:19
180,014,262,259,255
fraud_O'Reilly, Mohr and Purdy
home
37.33
Brianna
Page
F
0043 Henry Plaza
Brantley
AL
36,009
31.571
-86.2743
2,566
Exercise physiologist
1958-06-26
b72788a4b21db325052f968ebc0b5c96
1,372,197,679
31.206745
-85.821752
0
13,706
2020-06-25 22:02:53
213,126,662,687,660
fraud_Kovacek Ltd
travel
5.52
Christopher
Luna
M
242 Brian Mountain
Laredo
TX
78,040
27.5155
-99.4986
248,858
Video editor
1971-01-28
7b19f15e1978b9e61f765c735c7223ff
1,372,197,773
27.838437
-99.223146
0
13,707
2020-06-25 22:02:58
180,065,479,077,096
fraud_O'Connell-Ullrich
home
99.04
Krystal
Gamble
F
47152 Clayton Burg
Manchester
MD
21,102
39.6747
-76.8941
11,751
Clinical research associate
1964-02-15
92b9a187ad78dfbcddd39d83e91aebf2
1,372,197,778
40.46646
-75.971933
0
13,708
2020-06-25 22:03:46
30,560,609,640,617
fraud_Cruickshank-Mills
entertainment
6.27
Michael
Olson
M
558 Michael Estates
Luray
MO
63,453
40.4931
-91.8912
519
Town planner
1966-02-13
766995d25006356f01a3fb0b5a4f2448
1,372,197,826
39.739064
-90.996486
0
13,709
2020-06-25 22:04:50
4,400,011,257,587,662,000
fraud_Gleason and Sons
kids_pets
68.76
Marissa
Powell
F
474 Allen Haven
North Loup
NE
68,859
41.4972
-98.7858
509
Nurse, children's
1980-09-15
6a8b0379c9394ef3c3194560f37994bd
1,372,197,890
40.982106
-99.560954
0
13,710
2020-06-25 22:04:59
30,408,301,059,761
fraud_Gottlieb, Considine and Schultz
shopping_net
2.7
Brandon
Pittman
M
2881 Frey Village
Cross
SC
29,436
33.3364
-80.1859
4,471
Occupational hygienist
1973-10-09
97ff6ba3921e50995c9533ae096c728e
1,372,197,899
33.877468
-80.602884
0
13,711
2020-06-25 22:05:03
4,839,043,708,100,390
fraud_O'Hara-Wilderman
food_dining
5.8
Meredith
Campbell
F
043 Hanson Turnpike
Hedrick
IA
52,563
41.1826
-92.3097
1,583
Geochemist
1999-06-28
f6cb5a3878caf861cc540752353f5e12
1,372,197,903
40.494994
-92.449008
0
13,712
2020-06-25 22:05:37
4,745,996,322,265
fraud_Balistreri-Nader
misc_pos
124.14
Carrie
Washington
F
6114 Adams Harbor Suite 096
Kingsford Heights
IN
46,346
41.4802
-86.6919
1,423
Psychologist, forensic
1998-10-07
4458c30b80f3d7296e25378c88305ffb
1,372,197,937
40.487743
-86.135263
0
13,713
2020-06-25 22:06:16
374,930,071,163,758
fraud_Dickinson Ltd
misc_pos
7.44
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
e1ba62e576ccb6ea0afec4804741d6d8
1,372,197,976
43.121113
-83.252685
0
13,714
2020-06-25 22:06:31
676,372,984,911
fraud_Reichel LLC
personal_care
54.02
Vicki
Mendoza
F
3645 Atkins Island Apt. 238
Esbon
KS
66,941
39.7562
-98.4462
242
Tourism officer
1987-07-18
02fbb18a98d235d7f3fafc322910eaee
1,372,197,991
39.560919
-97.616078
0
13,715
2020-06-25 22:06:32
4,018,105,808,392,773,600
fraud_Auer LLC
personal_care
32.93
Katherine
Love
F
5884 Sandoval Square Apt. 371
Allenhurst
NJ
7,711
40.2367
-74.0067
1,533
Administrator, charities/voluntary organisations
1935-04-15
a2b43f246664ecabd062a9306771f7d4
1,372,197,992
40.536545
-73.931837
0
13,716
2020-06-25 22:07:01
4,683,520,018,489,354
fraud_Marvin-Lind
personal_care
3.49
Charles
Carrillo
M
17547 Stephen Turnpike Apt. 846
Hawthorne
CA
90,250
33.9143
-118.3493
93,193
Editor, magazine features
1995-04-19
abba6f7c94c460e1d9e2867a4bda31fc
1,372,198,021
33.663833
-117.577109
0
13,717
2020-06-25 22:08:14
3,543,591,270,174,051
fraud_Brown, Homenick and Lesch
health_fitness
20.73
Margaret
Lam
F
6911 Nicholas Keys Apt. 237
Armagh
PA
15,920
40.4603
-79.0097
922
Early years teacher
1972-10-04
2f3bbaeca9f535646374487a02b19240
1,372,198,094
39.609552
-78.081773
0
13,718
2020-06-25 22:10:10
30,011,465,039,817
fraud_Friesen-Ortiz
personal_care
149.73
Lisa
Garcia
F
213 Gill Expressway
Chatham
NY
12,037
42.3496
-73.5873
4,015
Human resources officer
1971-10-14
35d5b428f7b1ff0d969963f294689f00
1,372,198,210
42.438267
-73.330926
0
13,719
2020-06-25 22:12:20
3,566,875,419,572,867
fraud_Collier LLC
home
83.18
Adam
Mcdonald
M
997 Cameron Meadow Apt. 980
South Hero
VT
5,486
44.64
-73.3113
1,654
Transport planner
1991-01-31
d13bace5ca08e44bbcbbf52fbf431d18
1,372,198,340
44.456205
-73.427875
0
13,720
2020-06-25 22:12:36
2,720,830,304,681,674
fraud_Terry Ltd
home
71.09
Melissa
Aguilar
F
21326 Taylor Squares Suite 708
Clarksville
TN
37,040
36.522
-87.349
151,785
Pathologist
1974-03-28
26c3f272801e42fbb2bebdc22f226537
1,372,198,356
35.871749
-86.995356
0
13,721
2020-06-25 22:12:59
2,242,542,703,101,233
fraud_Haley, Jewess and Bechtelar
shopping_pos
113.37
Samuel
Jenkins
M
43235 Mckenzie Views Apt. 837
Westport
KY
40,077
38.4921
-85.4524
564
Pensions consultant
1996-04-10
d242d6b738433fcf8da5333573f96c6b
1,372,198,379
37.920175
-85.772323
0
13,722
2020-06-25 22:13:21
3,529,597,810,116,815
fraud_Kautzer and Sons
personal_care
86.57
Pamela
Curtis
F
8969 Fuentes Station Apt. 291
Mill Creek
PA
17,060
40.4679
-77.8967
1,334
Archaeologist
1986-12-17
400a6a42822aaafc99d95c9c673f196f
1,372,198,401
40.39811
-78.626916
0
13,723
2020-06-25 22:13:51
213,161,231,269,724
fraud_Pouros, Walker and Spencer
kids_pets
73.46
Alyssa
Morgan
F
622 Robin Run Suite 764
Gadsden
AL
35,901
34.048
-85.9246
67,082
Physiological scientist
1963-02-09
0e04edda1f1278890e799d59597bf0be
1,372,198,431
33.600112
-86.620501
0
13,724
2020-06-25 22:14:10
4,312,133,045,694,601,000
fraud_Dickinson Ltd
personal_care
8.77
Julian
Price
M
086 Pierce Cove
Pikesville
MD
21,208
39.3764
-76.729
33,917
Company secretary
1977-06-12
7bc52af0bdf143a0c6dd3b1ccc8d7e96
1,372,198,450
39.965041
-75.886467
0
13,725
2020-06-25 22:14:24
4,906,628,655,840,914,000
fraud_Reichert, Rowe and Mraz
shopping_net
2.95
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
e2a74148bbb336bf7fab7abbc4b0b976
1,372,198,464
24.535276
-82.097003
0
13,726
2020-06-25 22:14:32
4,961,003,488,432,306
fraud_Berge-Hills
kids_pets
36.03
Stacy
Walsh
F
324 Donna Ridge Suite 651
Cressona
PA
17,929
40.6284
-76.195
1,606
Ecologist
1966-05-10
ea4efc9d8ff331918c779464fa0724a2
1,372,198,472
41.606985
-75.824553
0
13,727
2020-06-25 22:14:40
4,089,096,483,689,733,600
fraud_Pacocha-Bauch
shopping_pos
365.17
Debra
Stark
F
686 Linda Rest
Kilgore
TX
75,662
32.3836
-94.8653
24,536
Multimedia programmer
1983-10-14
e9ef34c5afccb833d5ff0d21ba32fa9d
1,372,198,480
33.291211
-94.48009
0
13,728
2020-06-25 22:15:11
377,026,671,291,680
fraud_Leannon-Ward
food_dining
6.63
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
0e360ece777042706cf9840260a1fc30
1,372,198,511
36.683331
-90.751982
0
13,729
2020-06-25 22:15:35
4,996,263,498,048,679
fraud_Zboncak Ltd
food_dining
9.83
Kendra
King
F
154 Hernandez Keys
Smith River
CA
95,567
41.9404
-124.1587
1,930
Web designer
1983-06-13
aa7450899fd119d33e5f56468c1939cb
1,372,198,535
41.157411
-123.737718
0
13,730
2020-06-25 22:15:39
4,997,733,566,924,489
fraud_Gottlieb-Hansen
personal_care
74.42
Stephanie
Taylor
F
598 Martin Pine Suite 365
Saint Paul
MN
55,128
44.9913
-92.9487
753,116
Fisheries officer
1971-08-06
fa1107b8d1278f71c91aa967401a6330
1,372,198,539
45.339712
-93.568787
0
13,731
2020-06-25 22:17:27
213,141,712,584,544
fraud_Stiedemann Ltd
food_dining
80.89
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
1984-12-24
656a207016594ab2125f22fe02d24548
1,372,198,647
32.500349
-89.809592
0
13,732
2020-06-25 22:17:35
30,199,621,383,748
fraud_Little, Gutmann and Lynch
shopping_net
199.86
Theresa
Powell
F
117 Natasha Vista Suite 936
Leonard
TX
75,452
33.4044
-96.2238
4,090
Sub
1977-03-23
318fadd5bd27a5c643e73e15f8b56237
1,372,198,655
33.89655
-96.187953
0
13,733
2020-06-25 22:18:50
374,930,071,163,758
fraud_Lubowitz, Terry and Stracke
personal_care
7.97
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
2a805c7eb9f9ef9b2a13e9a50c65db2d
1,372,198,730
41.447671
-83.297103
0
13,734
2020-06-25 22:19:49
3,577,578,023,716,568
fraud_Kozey-Boehm
shopping_net
8.89
Debbie
Hughes
F
0182 Owens Burgs Suite 480
Diamond
OH
44,412
41.0935
-81.0425
2,644
Engineer, biomedical
1983-08-25
b3459b8860d390b281068a0182eb49c7
1,372,198,789
40.974581
-81.921769
0
13,735
2020-06-25 22:20:47
30,153,452,207,526
fraud_Jacobi Inc
health_fitness
34.74
Robin
Smith
F
0537 Margaret Common Suite 526
Coleman
TX
76,834
31.8287
-99.427
5,908
Radio producer
1962-04-05
6b53260c405f86f558a704bfa7f4c1b5
1,372,198,847
32.317845
-100.187539
0
13,736
2020-06-25 22:21:54
180,031,190,491,743
fraud_Effertz, Welch and Schowalter
entertainment
133.37
Becky
Mckinney
F
250 Benjamin Hill Apt. 026
Mobile
AL
36,617
30.7145
-88.0918
270,712
Surveyor, land/geomatics
1972-01-05
fc202435772c0b4aca1bbae25140f7ac
1,372,198,914
29.776306
-87.63809
0
13,737
2020-06-25 22:21:59
4,364,010,865,167,176
fraud_Okuneva, Schneider and Rau
shopping_pos
1.61
Gary
Martinez
M
03512 Jackson Ports
Reno
NV
89,512
39.5483
-119.7957
276,896
Immunologist
1997-03-12
1bcdb6b3e7a474dc81985b501d43e779
1,372,198,919
39.015982
-119.191794
0
13,738
2020-06-25 22:22:14
378,858,024,506,425
fraud_Metz, Russel and Metz
kids_pets
103.68
Debra
Eaton
F
72743 Brian Run
Paradise Valley
AZ
85,253
33.5494
-111.9565
17,047
Building surveyor
1935-01-29
b923efac825183f9f0bdb24f10c98915
1,372,198,934
32.989066
-111.337669
0
13,739
2020-06-25 22:23:05
344,709,867,813,900
fraud_Dare, Fritsch and Zboncak
health_fitness
54.68
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
9a5a5f9066e4d604f64036b4cd9504be
1,372,198,985
26.694625
-82.243372
0
13,740
2020-06-25 22:23:20
4,681,699,462,969
fraud_Medhurst Inc
home
70.25
Joseph
Gonzalez
M
319 Wendy Fort Suite 179
Murfreesboro
TN
37,132
35.8596
-86.421
158,701
Journalist, newspaper
1978-03-06
8db90e44f709a99e3b51a3923b27648a
1,372,199,000
36.135019
-85.8291
0
13,741
2020-06-25 22:24:27
3,593,118,134,380,341
fraud_Miller-Harris
misc_net
850.82
Laura
Casey
F
6114 Moran Way
Steuben
ME
4,680
44.4971
-67.9503
1,131
Make
1959-05-10
26b513dd77a2680fab058dd8b113c108
1,372,199,067
44.386233
-68.757723
1
13,742
2020-06-25 22:25:43
3,546,897,637,165,774
fraud_Johns-Hoeger
entertainment
29.62
Kayla
Obrien
F
7921 Robert Port Suite 343
Prairie Hill
TX
76,678
31.6591
-96.8094
263
Barrister
1956-05-30
858bf80f93e2440b8012dea08e85a5ad
1,372,199,143
32.626963
-95.85504
0
13,743
2020-06-25 22:27:31
213,102,873,001,603
fraud_Haley, Batz and Auer
health_fitness
36.76
Joanne
Padilla
F
477 Alejandro Knolls Suite 828
Gardiner
OR
97,441
43.7857
-124.1437
260
Engineer, maintenance
1956-09-01
0f84f392be61e4ea7ab09fd69dab1f88
1,372,199,251
43.575037
-123.83951
0
13,744
2020-06-25 22:27:43
4,497,451,418,073,897,000
fraud_Hahn, Bahringer and McLaughlin
personal_care
93.79
Elizabeth
Glover
F
246 Stewart Green Suite 149
West Monroe
LA
71,291
32.5317
-92.176
54,185
Radiographer, diagnostic
1992-11-20
e13393b97824367253c052b9420c09d4
1,372,199,263
31.98031
-93.027234
0
13,745
2020-06-25 22:29:20
30,029,052,116,970
fraud_Cole, Hills and Jewess
home
30.44
Curtis
Young
M
4319 Watson Shoals Suite 658
Falconer
NY
14,733
42.1239
-79.1895
3,833
Metallurgist
1970-10-09
3f8f743660e10c3c1ce0cd63d498bd36
1,372,199,360
42.965692
-80.171148
0
13,746
2020-06-25 22:31:19
3,554,849,923,339,851
fraud_Hoppe-Parisian
kids_pets
94.2
John
Hudson
M
886 Nicole Key
Stillwater
OK
74,074
36.1043
-97.0609
55,345
Cabin crew
1948-05-01
a34b256e1baf28e818bdb032bee9a828
1,372,199,479
36.089037
-97.558171
0
13,747
2020-06-25 22:31:20
5,559,857,416,065,248
fraud_Lynch-Mohr
travel
6.02
Jack
Hill
M
5916 Susan Bridge Apt. 939
Grenada
CA
96,038
41.6125
-122.5258
589
Systems analyst
1945-12-21
72c1ab40bc5b35abdcc729efc04a1904
1,372,199,480
42.294204
-122.261812
0
13,748
2020-06-25 22:31:25
4,900,628,639,996
fraud_Weber, Thiel and Hammes
kids_pets
58.27
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
6c93a0f93d0a5cfea5281783929638c8
1,372,199,485
32.978785
-117.422449
0
13,749
2020-06-25 22:31:35
4,509,922,033,272,157
fraud_Streich Ltd
home
30.27
Monica
West
F
22084 Smith Roads Suite 776
Hurley
SD
57,036
43.2893
-97.1904
811
Neurosurgeon
1972-03-28
03aba655ba55f1298b34760b0d7b24b0
1,372,199,495
43.684639
-97.046029
0
13,750
2020-06-25 22:31:53
38,295,635,583,927
fraud_Gutmann-Upton
misc_pos
7.8
Candice
Brown
F
9412 Harris Mews
O Brien
TX
79,539
33.3749
-99.8473
178
Warden/ranger
1983-06-14
46316d7ad2d2109bb30f52edb11da3e6
1,372,199,513
33.054483
-100.642364
0
13,751
2020-06-25 22:32:10
30,143,713,661,454
fraud_Friesen-Ortiz
personal_care
49.19
Nicholas
Thornton
M
5270 Megan Burg Suite 756
Halma
MN
56,729
48.6669
-96.5969
140
Embryologist, clinical
1942-01-06
afc1c8863083c3d748d7764626db4482
1,372,199,530
48.281708
-95.602912
0
13,752
2020-06-25 22:32:45
4,601,636,330,889
fraud_Fisher Inc
shopping_net
1.77
Mark
Rivera
M
383 Contreras Hills Suite 658
Humble
TX
77,338
30.0041
-95.2825
194,500
Tax adviser
1990-12-18
6c84e7a47851142674f4525f6b32a33d
1,372,199,565
30.334021
-94.344323
0
13,753
2020-06-25 22:32:56
4,063,094,974,360,571,400
fraud_Crooks and Sons
personal_care
115.66
Patricia
Mendoza
F
1683 Davidson Freeway
Mendon
UT
84,325
41.71
-111.9817
2,078
Scientist, audiological
1963-06-13
c1b75bf66dd03d9ab4fc536bf5119ba6
1,372,199,576
41.188886
-112.067229
0
13,754
2020-06-25 22:33:07
180,042,946,491,150
fraud_Lynch-Mohr
travel
8.32
Charles
Robles
M
3337 Lisa Divide
Saint Petersburg
FL
33,710
27.7898
-82.7243
341,043
Engineer, land
1989-02-28
2cc876bd1d3dd8bbbd97bfa62ac18dfd
1,372,199,587
27.5832
-83.687896
0
13,755
2020-06-25 22:33:58
4,826,655,832,045,236
fraud_Little Ltd
kids_pets
26.95
Tami
Forbes
F
5204 Robinson Plaza Suite 897
Barnstable
MA
2,630
41.6983
-70.3001
1,850
Counselling psychologist
1963-12-29
caf14fd9302f62295042fa3d1c394900
1,372,199,638
42.457335
-70.334785
0
13,756
2020-06-25 22:34:03
213,178,765,398,315
fraud_Langworth LLC
personal_care
31.67
Alan
Colon
M
748 Bryan Fields Suite 935
Riverton
WY
82,501
43.0351
-108.2024
19,408
Lecturer, higher education
1993-09-11
f0d3d267f2ae2d4bbcfadd570d23d4af
1,372,199,643
42.939709
-108.406524
0
13,757
2020-06-25 22:34:20
676,369,110,710
fraud_Nitzsche, Kessler and Wolff
shopping_pos
6.14
David
Wolfe
M
81261 Garcia Underpass Suite 741
Southfield
MI
48,034
42.4969
-83.2911
75,830
Engineer, automotive
1974-12-28
dd7057b08c63de1e120b22ad6dd86e19
1,372,199,660
42.174327
-82.615858
0
13,758
2020-06-25 22:34:28
377,026,671,291,680
fraud_Yost-Rogahn
personal_care
89.61
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
5c3862f4a3cfb0a0600f94592f36f07c
1,372,199,668
36.670928
-90.445052
0
13,759
2020-06-25 22:35:24
3,526,826,139,003,047
fraud_Schuppe-Schuppe
food_dining
55.82
Nathan
Massey
M
5783 Evan Roads Apt. 465
Falmouth
MI
49,632
44.2529
-85.017
1,126
Furniture designer
1955-07-06
fa601ba4a8bb2fd04b423304baf41739
1,372,199,724
44.295266
-85.118737
0
13,760
2020-06-25 22:35:43
36,581,538,659,449
fraud_Prosacco, Kreiger and Kovacek
home
12.01
Brandon
Bridges
M
957 Miller Falls
Apison
TN
37,302
35.0149
-85.0164
3,730
Occupational therapist
1991-01-28
8a9b1b1d00993606e870f428bf3434f1
1,372,199,743
35.861661
-84.138008
0
13,761
2020-06-25 22:36:11
345,933,964,507,467
fraud_Huel Ltd
misc_net
8.13
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
05b8a35b6c2d518077c3a5708a8879ad
1,372,199,771
37.655415
-75.986564
0
13,762
2020-06-25 22:36:37
577,588,686,219
fraud_Conroy-Emard
food_dining
28.41
James
Strickland
M
25454 Leonard Lake
Spring Church
PA
15,686
40.6153
-79.4545
972
Public relations account executive
1997-10-23
c7557790e6e6a66ae3d3017fcf7d5e59
1,372,199,797
41.524156
-78.493024
0
13,763
2020-06-25 22:36:58
4,223,708,906,367,574,000
fraud_Langosh, Wintheiser and Hyatt
food_dining
61.3
Adam
Riddle
M
27718 Mason Bypass
Mount Saint Joseph
OH
45,051
39.0965
-84.6431
177
Exhibition designer
1974-05-30
54325982a724c2a3f325d3f3bfb49277
1,372,199,818
38.182364
-85.295784
0
13,764
2020-06-25 22:37:30
3,598,304,579,370,089
fraud_Goyette-Gerhold
kids_pets
69.1
Vincent
Flowers
M
0189 Emily Prairie
Wichita
KS
67,232
37.6395
-97.1714
409,656
Heritage manager
1985-12-27
d2be06f45f88d63c3d5fd117343ed5ce
1,372,199,850
37.164717
-96.767901
0
13,765
2020-06-25 22:37:54
4,239,552,724,014,407
fraud_Romaguera, Wehner and Tromp
kids_pets
108.51
Carl
Hernandez
M
9134 Darryl Flat Suite 916
Paulding
OH
45,879
41.141
-84.5722
6,284
Secondary school teacher
1936-03-27
54a921ac09d9b2bf2e09901b671d0689
1,372,199,874
40.914103
-83.789785
0
13,766
2020-06-25 22:38:10
4,683,638,447,911
fraud_Kassulke Inc
entertainment
88.85
Daniel
Boyd
M
8925 Nicholas Points
Egan
LA
70,531
30.251
-92.5002
1,261
Broadcast presenter
1972-07-01
c815beb44622da9484b29d6560505167
1,372,199,890
29.385233
-93.010205
0
13,767
2020-06-25 22:39:06
3,597,926,034,019,603
fraud_Kling, Howe and Schneider
home
12.85
Derrick
Flores
M
83690 Nicholas Ports Apt. 846
Oakland
TN
38,060
35.2229
-89.5518
9,496
Furniture conservator/restorer
1993-03-23
827f7a2e983460e5a42d5650aba3e615
1,372,199,946
36.135535
-89.495343
0
13,768
2020-06-25 22:40:11
4,716,561,796,955,522
fraud_Ernser-Feest
home
24.63
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
e13d065b53dad6260e4edd182a3cdc1b
1,372,200,011
48.389335
-112.360336
0
13,769
2020-06-25 22:40:20
6,011,504,998,544,485
fraud_Cormier LLC
shopping_net
21.62
Ashley
Whitney
F
4038 Smith Avenue
Jones
AL
36,749
32.5104
-86.8138
1,089
Materials engineer
1971-11-02
86db3c16f297d7f43160b944f59784c8
1,372,200,020
32.329131
-87.238843
0
13,770
2020-06-25 22:40:36
36,153,880,429,415
fraud_Kozey-Kuhlman
personal_care
44.76
Erik
Stevens
M
84033 Pitts Overpass
Lakeland
FL
33,809
28.1762
-81.9591
237,282
Plant breeder/geneticist
1949-10-13
015b23940fecafd608de5127cfc4ab99
1,372,200,036
27.368747
-82.186613
0
13,771
2020-06-25 22:40:36
2,720,433,095,629,877
fraud_Cormier, Stracke and Thiel
entertainment
114.4
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
02d102f12325b6eb7973e4924d810f68
1,372,200,036
44.92943
-69.842992
0
13,772
2020-06-25 22:44:10
4,225,990,116,481,262,600
fraud_Gottlieb Group
kids_pets
50.95
Brian
Simpson
M
2711 Duran Pines
Honokaa
HI
96,727
20.0827
-155.488
4,878
Physiotherapist
1966-12-03
cc06763735945dcaefcdb5290a1f8113
1,372,200,250
20.914429
-154.903335
0
13,773
2020-06-25 22:45:10
3,559,679,414,981,506
fraud_Kutch-Wilderman
home
31.8
Olivia
Stephenson
F
292 Cassidy Oval
Lowville
NY
13,367
43.7893
-75.4156
8,830
Theme park manager
1991-03-29
e48cb46ed04826abe0f740271d005cc4
1,372,200,310
43.913421
-76.257335
0
13,774
2020-06-25 22:45:22
180,036,456,789,979
fraud_Swaniawski, Nitzsche and Welch
health_fitness
272.2
Mackenzie
Salazar
F
982 Melissa Lock
Bagley
WI
53,801
42.9207
-91.0685
878
Risk analyst
1974-11-20
e9a0dc599ae10a2d723f2aa60e1febac
1,372,200,322
43.386103
-91.193705
0
13,775
2020-06-25 22:45:32
4,239,552,724,014,407
fraud_Gottlieb-Hansen
personal_care
84.88
Carl
Hernandez
M
9134 Darryl Flat Suite 916
Paulding
OH
45,879
41.141
-84.5722
6,284
Secondary school teacher
1936-03-27
c47523c6e5a9a5d4fa12e75dbeff6995
1,372,200,332
40.612905
-84.458454
0
13,776
2020-06-25 22:46:54
4,642,255,475,285,942
fraud_Baumbach, Feeney and Morar
shopping_net
3.53
Sabrina
Johnson
F
320 Nicholson Orchard
Thompson
UT
84,540
38.9999
-109.615
46
Surveyor, minerals
1987-04-23
71da7852879be5023b4da742b6ac9792
1,372,200,414
38.741817
-108.920598
0
13,777
2020-06-25 22:47:24
6,538,891,242,532,018
fraud_Streich, Rolfson and Wilderman
kids_pets
31.07
Jodi
Rodriguez
F
5796 Lee Coves Apt. 286
Walnut Ridge
AR
72,476
36.0244
-90.9288
7,155
Engineer, control and instrumentation
1977-03-23
1884cc080845628a5b2c95b39ddbb58c
1,372,200,444
35.49312
-91.679143
0
13,778
2020-06-25 22:49:12
38,057,513,087,029
fraud_Gerlach Inc
shopping_net
8.08
Marissa
Clark
F
2677 Byrd Village Suite 035
San Jose
CA
95,148
37.3304
-121.7913
973,849
Geoscientist
1997-01-18
eb58124e845e079b059f6f55c99bf409
1,372,200,552
36.796512
-121.112545
0
13,779
2020-06-25 22:49:21
30,235,268,718,158
fraud_White and Sons
home
58.62
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
6d2dd39cda3ae15428e4e648f1150aac
1,372,200,561
41.68624
-73.450028
0
13,780
2020-06-25 22:49:39
4,874,017,206,859,125
fraud_Willms, Kris and Bergnaum
shopping_pos
12.77
Lauren
Williams
F
065 Jones Stravenue
Lake Oswego
OR
97,034
45.4093
-122.6847
42,817
Planning and development surveyor
1982-05-28
21aaafce10351f7cbd88948237e56a45
1,372,200,579
45.582874
-122.131685
0
13,781
2020-06-25 22:49:58
4,128,730,454,058,057,700
fraud_Friesen-Ortiz
personal_care
12.53
Monique
Martin
F
68276 Matthew Springs
Ratcliff
TX
75,858
31.3833
-95.0619
43
Engineer, production
1949-10-04
d04f563087d2ca6b52ed6a6f236a2e8c
1,372,200,598
32.002647
-95.906571
0
13,782
2020-06-25 22:50:37
3,592,931,352,252,641
fraud_Gislason Group
travel
2.73
Dylan
Garcia
M
923 Jordan Road
Afton
MN
55,001
44.8696
-92.8234
2,916
Barrister's clerk
1935-06-29
34f1f61020167e8232b904dfba4cc287
1,372,200,637
44.634583
-93.581475
0
13,783
2020-06-25 22:50:38
6,011,934,240,159,560
fraud_Roberts, Daniel and Macejkovic
kids_pets
47.93
Joshua
Cohen
M
426 Mark Ports
Brooklin
ME
4,616
44.2541
-68.5565
824
Loss adjuster, chartered
1974-11-02
847acea95ff36881f240265e501fde9c
1,372,200,638
43.954715
-69.221983
0
13,784
2020-06-25 22:51:05
4,181,833,256,558,614,000
fraud_Kuhn Group
food_dining
6.68
Jessica
Potter
F
7600 Stephen Course Suite 031
Red River
NM
87,558
36.6659
-105.4694
606
Surveyor, land/geomatics
1988-09-06
1288f03ac4cf4c608fb7c8d97e91dcc9
1,372,200,665
37.241909
-105.5976
0
13,785
2020-06-25 22:51:08
3,595,192,916,105,588
fraud_Ziemann-Waters
health_fitness
21.44
Dustin
Roberts
M
3283 James Station
Fayetteville
NC
28,314
35.0583
-79.008
238,602
Scientist, research (maths)
1993-05-14
ee59950cdf9cda7dfe4f46f492c09f86
1,372,200,668
34.94341
-79.668156
0
13,786
2020-06-25 22:51:31
349,612,764,943,496
fraud_Nicolas, Hills and McGlynn
entertainment
76.42
Xavier
Beltran
M
61107 Edwards Dam Apt. 463
Big Creek
KY
40,914
37.1046
-83.5706
467
Psychologist, forensic
1984-06-04
65a5b1e482a3f3f5a265849d7bd06f65
1,372,200,691
36.519238
-83.28715
0
13,787
2020-06-25 22:52:30
4,861,310,130,652,567,000
fraud_Kuhn Group
food_dining
8.05
Ashley
Cruz
F
65417 Walsh Radial Suite 691
Saint Amant
LA
70,774
30.2385
-90.8435
10,076
Surveyor, rural practice
1977-12-16
0b9c2bd22b6e883ded9f457f296342b1
1,372,200,750
30.824798
-91.223473
0
13,788
2020-06-25 22:52:32
3,587,044,315,915,002
fraud_Romaguera and Sons
travel
453.18
Christian
Roman
M
495 Fisher Throughway
Grand Junction
TN
38,039
35.0659
-89.1534
1,804
Clothing/textile technologist
1974-10-15
6819bc6a78632782adb053683684f029
1,372,200,752
34.084384
-88.377409
0
13,789
2020-06-25 22:53:00
3,517,527,805,128,735
fraud_Streich, Rolfson and Wilderman
kids_pets
6.27
Tracy
Conway
F
6778 Campos Field
Bonfield
IL
60,913
41.1573
-88.0619
1,617
Medical secretary
1990-04-25
244557d05a8d773e8e52a26037e15396
1,372,200,780
41.680342
-88.899252
0
13,790
2020-06-25 22:53:09
180,036,456,789,979
fraud_Goyette-Gerhold
kids_pets
5.08
Mackenzie
Salazar
F
982 Melissa Lock
Bagley
WI
53,801
42.9207
-91.0685
878
Risk analyst
1974-11-20
73fe2830c4d1acbe2bee77ccdb7808c0
1,372,200,789
42.578287
-90.248975
0
13,791
2020-06-25 22:54:14
3,559,679,414,981,506
fraud_Baumbach, Hodkiewicz and Walsh
shopping_pos
114.97
Olivia
Stephenson
F
292 Cassidy Oval
Lowville
NY
13,367
43.7893
-75.4156
8,830
Theme park manager
1991-03-29
490cb194ae4d47b6225b5dc9143827a7
1,372,200,854
44.269635
-75.707305
0
13,792
2020-06-25 22:54:19
4,220,495,028,289,516,500
fraud_Homenick LLC
personal_care
4.53
Bethany
Andrade
F
7898 Wanda Springs
Corona
CA
92,882
33.8419
-117.6043
233,717
Wellsite geologist
1966-05-22
c856eddf4c3b53d2604eee65b6f4352f
1,372,200,859
34.287631
-118.095816
0
13,793
2020-06-25 22:54:43
345,389,171,551,808
fraud_Pollich LLC
home
35.32
Justin
Fowler
M
5569 Phillips Neck Apt. 003
Coffeeville
MS
38,922
33.9215
-89.6782
3,451
Financial trader
1984-05-19
41810b579c1b2c77abfc3b058113f2ff
1,372,200,883
33.946019
-89.262401
0
13,794
2020-06-25 22:55:02
3,561,212,938,177,173
fraud_Daugherty LLC
kids_pets
131.3
Jose
Campbell
M
550 Cunningham Squares
Dadeville
AL
36,853
32.8224
-85.7704
8,269
Minerals surveyor
1977-01-04
29ba04c5b84a6eba6fd10a1650bd3493
1,372,200,902
31.996086
-86.581026
0
13,795
2020-06-25 22:55:47
180,067,784,565,096
fraud_Fadel, Mertz and Rippin
entertainment
21.06
Mary
Juarez
F
35440 Ryan Islands
North Prairie
WI
53,153
42.9385
-88.395
2,328
Applications developer
1942-01-06
76d90dd90a06b3effa938be1b3d7c8ad
1,372,200,947
43.594576
-89.292942
0
13,796
2020-06-25 22:55:59
4,957,924,165,498
fraud_Nolan-Williamson
kids_pets
48.19
Alan
Parsons
M
0547 Russell Ford Suite 574
Kirk
CO
80,824
39.6171
-102.4776
207
Network engineer
1955-12-04
4d248fffab9d3becbd1ce6b9659627d0
1,372,200,959
39.475215
-103.024686
0
13,797
2020-06-25 22:56:34
571,365,235,126
fraud_McLaughlin, Armstrong and Koepp
travel
7.02
Barbara
Taylor
F
0069 Robin Brooks Apt. 695
Elberta
MI
49,628
44.5995
-86.2141
372
Exhibitions officer, museum/gallery
1995-07-12
6ad6fba1727bd33d6b9d2274663f387d
1,372,200,994
44.902593
-87.090855
0
13,798
2020-06-25 22:57:25
3,583,793,405,872,580
fraud_Hermiston, Russel and Price
food_dining
8.63
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
1970-09-27
f6a47d3652cccec71219b794b298d8de
1,372,201,045
34.258218
-99.005214
0
13,799
2020-06-25 22:57:43
6,595,970,453,799,027
fraud_Graham, Hegmann and Hammes
food_dining
4.84
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
2e941ee6fe731e21882fe291ee3bafa4
1,372,201,063
41.512883
-73.513339
0