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
1,275,300
2020-06-13 23:09:32
180,058,696,935,600
fraud_Dare, Casper and Bartoletti
kids_pets
224.32
Richard
Barnes
M
1339 Johnson Landing Suite 007
De Lancey
NY
13,752
42.189
-74.9229
782
Chartered accountant
2000-08-28
2f73d6dd97660a16230737a776f28925
1,371,164,972
41.57932
-74.176422
0
1,275,301
2020-06-13 23:11:58
36,192,615,525,683
fraud_McDermott, Osinski and Morar
home
33.57
Susan
Garcia
F
582 Rodriguez Wells
Albuquerque
NM
87,109
35.1506
-106.569
641,349
Civil Service administrator
1976-04-11
3eb354ce4e6186ecb20851b29743c310
1,371,165,118
34.173111
-106.81126
0
1,275,302
2020-06-13 23:14:36
4,906,628,655,840,914,000
fraud_Kuhn LLC
shopping_pos
1.68
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
43d77bfca755646698d25ec4fe1b0da9
1,371,165,276
24.138223
-80.962371
0
1,275,303
2020-06-13 23:14:50
4,956,828,990,005,111,000
fraud_Kihn, Brakus and Goyette
personal_care
1.34
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
1980-12-21
b9f74a62f0fe0541e761f668af88c884
1,371,165,290
40.536141
-74.495319
0
1,275,304
2020-06-13 23:14:51
5,388,659,976,630,693
fraud_Pacocha-Weissnat
kids_pets
26.85
Charles
Preston
M
5364 William Harbor
Seneca
WI
54,654
43.2064
-90.9405
153
Quantity surveyor
1962-02-14
d34608f276f103c52b2777d9d418dab5
1,371,165,291
43.627384
-90.782889
0
1,275,305
2020-06-13 23:16:22
4,986,925,034,905,735
fraud_Stark-Koss
home
59.74
Erika
Gonzalez
F
907 Courtney Via Apt. 896
Irvine
KY
40,336
37.6858
-83.9862
13,061
Editor, magazine features
1959-06-18
017c710d5ecbde49da5a899643681e47
1,371,165,382
38.270157
-83.545404
0
1,275,306
2020-06-13 23:16:32
3,583,793,405,872,580
fraud_Weimann, Kuhic and Beahan
shopping_pos
7.16
Beth
Lambert
F
6447 Johnson Estates Apt. 986
Roosevelt
OK
73,564
34.847
-98.9836
551
Amenity horticulturist
1970-09-27
b3d7d518971025f7b0cd952b197ca4ac
1,371,165,392
35.322803
-98.270536
0
1,275,307
2020-06-13 23:16:41
4,446,368,897,795,790
fraud_Gottlieb-Hansen
personal_care
78.82
Ryan
Joseph
M
8850 Jessica Center
Atlantic
VA
23,303
37.9073
-75.5089
741
Geologist, engineering
1986-08-17
1859f07526d3d22e27ea7732e853ddd0
1,371,165,401
37.823322
-74.9679
0
1,275,308
2020-06-13 23:17:19
676,372,984,911
fraud_Dooley Inc
shopping_pos
3.3
Vicki
Mendoza
F
3645 Atkins Island Apt. 238
Esbon
KS
66,941
39.7562
-98.4462
242
Tourism officer
1987-07-18
1273eac200b41534d3800ecaaf854c39
1,371,165,439
39.051441
-97.654346
0
1,275,309
2020-06-13 23:17:54
584,673,555,952
fraud_Reichel, Bradtke and Blanda
travel
8.65
Jessica
Jordan
F
071 Wise Trace
Coleharbor
ND
58,531
47.5196
-101.2332
307
Make
1930-08-13
6fca6c2e63d5a26c959a9f3d3052eb60
1,371,165,474
47.772475
-101.933045
0
1,275,310
2020-06-13 23:17:56
30,044,330,818,990
fraud_Cormier, Stracke and Thiel
entertainment
80.09
Allison
Ayala
F
87665 Karen Mill Apt. 586
Fort Myers
FL
33,967
26.4722
-81.8122
224,256
Paramedic
1985-08-29
4ec8c715f0773c1f175efb88eab2323f
1,371,165,476
26.482106
-81.728174
0
1,275,311
2020-06-13 23:18:56
4,063,094,974,360,571,400
fraud_Kub-Heaney
health_fitness
46.89
Patricia
Mendoza
F
1683 Davidson Freeway
Mendon
UT
84,325
41.71
-111.9817
2,078
Scientist, audiological
1963-06-13
e5dd9132a5e125da2714211f8fb7df2b
1,371,165,536
42.000476
-112.012162
0
1,275,312
2020-06-13 23:19:28
4,067,137,330,196,900
fraud_Block Group
misc_pos
12.81
Christina
Eaton
F
3256 Brooks Field
Eldridge
AL
35,554
33.9315
-87.6194
1,186
Politician's assistant
1986-11-12
60c1af4da7ae60150b3d16f0bab6cf4c
1,371,165,568
33.339684
-88.382098
0
1,275,313
2020-06-13 23:19:43
3,501,509,250,702,469
fraud_Fisher Inc
shopping_net
4.34
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
39dc12f6e3e411a463df951d309b41b9
1,371,165,583
26.840319
-81.338165
0
1,275,314
2020-06-13 23:20:03
341,283,058,448,499
fraud_Runte, Green and Emard
health_fitness
35.52
Mario
Johns
M
62130 Miller Square Suite 785
Brinson
GA
39,825
30.9788
-84.7373
1,461
Engineer, broadcasting (operations)
1935-09-08
2e5a796501890c061a944563c58a48d7
1,371,165,603
30.780815
-83.983869
0
1,275,315
2020-06-13 23:22:18
3,519,607,465,576,254
fraud_Koss, Hansen and Lueilwitz
home
11.92
Audrey
Gonzalez
F
34180 Lopez Plaza
Fields Landing
CA
95,537
40.7268
-124.2174
276
Scientist, audiological
1929-05-06
8c15e4a6b65b6d72fe2796db77fc2127
1,371,165,738
40.667125
-123.988556
0
1,275,316
2020-06-13 23:22:48
30,235,268,718,158
fraud_Barton LLC
kids_pets
60.06
Kenneth
Doyle
M
8614 Reed Glen
West Harrison
NY
10,604
41.0592
-73.7395
11,250
Lexicographer
1977-08-16
bf10cf2a2a1409b3a01d0267ec52b00e
1,371,165,768
41.37856
-74.581475
0
1,275,317
2020-06-13 23:22:49
4,158,945,090,781,624
fraud_Stiedemann Ltd
food_dining
33.49
Justin
Bell
M
5323 Walker Island
Pittsburgh
PA
15,217
40.4308
-79.9205
687,276
Scientist, marine
1973-10-19
2b4b659bd5ef1085429e0658c338be2e
1,371,165,769
39.9304
-80.205518
0
1,275,318
2020-06-13 23:23:47
4,208,110,975,550,360,000
fraud_Gottlieb Group
kids_pets
67.47
David
Bonilla
M
82073 Jessica Camp
West Green
GA
31,567
31.6143
-82.7243
782
Audiological scientist
1982-01-16
8cc67f7a9c67aad3f00b902b4c4c1bce
1,371,165,827
31.408215
-83.078972
0
1,275,319
2020-06-13 23:26:42
30,029,052,116,970
fraud_Gutmann-Upton
misc_pos
7.77
Curtis
Young
M
4319 Watson Shoals Suite 658
Falconer
NY
14,733
42.1239
-79.1895
3,833
Metallurgist
1970-10-09
6bffcc27446a09a9945314149f04ec98
1,371,166,002
42.543921
-78.748579
0
1,275,320
2020-06-13 23:26:48
6,011,104,316,292,105
fraud_Schumm PLC
shopping_net
5.18
Valerie
Davis
F
3861 Anderson Ramp Apt. 536
Drakes Branch
VA
23,937
36.9688
-78.5615
1,970
Energy engineer
1985-09-02
49cc8ffc3a19ece2971a103f1cf4ba16
1,371,166,008
36.467786
-78.572655
0
1,275,321
2020-06-13 23:27:09
342,351,256,941,125
fraud_Bashirian Group
shopping_net
2.68
Rebecca
Obrien
F
5619 Mendoza Inlet
Juliette
GA
31,046
33.1194
-83.8235
3,343
Theatre manager
1990-06-08
d90c56266dd822eaa60a2e4d0439dbf1
1,371,166,029
32.56637
-84.796714
0
1,275,322
2020-06-13 23:28:02
3,559,679,414,981,506
fraud_Feil-Morar
health_fitness
113.98
Olivia
Stephenson
F
292 Cassidy Oval
Lowville
NY
13,367
43.7893
-75.4156
8,830
Theme park manager
1991-03-29
5898546ca22638ab9468f8ab86500fb8
1,371,166,082
43.144244
-74.585525
0
1,275,323
2020-06-13 23:28:30
4,640,395,708,703
fraud_Donnelly LLC
entertainment
519.07
Melissa
Krause
F
67632 Martin Gateway
Fordoche
LA
70,732
30.6576
-91.6264
1,178
Community education officer
1951-06-13
46838ccf352c1da106debd67ae969f2a
1,371,166,110
30.203951
-92.150289
1
1,275,324
2020-06-13 23:29:18
4,155,021,259,183,870
fraud_Morissette-Schaefer
personal_care
12.81
Renee
Parrish
F
174 Jennifer Meadow Apt. 467
Mountain Park
OK
73,559
34.7032
-98.9591
540
Research scientist (life sciences)
1983-10-12
d498d6a3e485e93f50f896f597540d58
1,371,166,158
34.467395
-99.766841
0
1,275,325
2020-06-13 23:30:12
6,550,399,784,335,736
fraud_Cormier LLC
health_fitness
170.47
Harry
Mckee
M
95351 Sullivan Viaduct Apt. 239
Port Charlotte
FL
33,981
26.9379
-82.2388
79,008
Quantity surveyor
1984-08-31
4dddeb279c23f926d5838c2c257dd705
1,371,166,212
26.094243
-81.377892
0
1,275,326
2020-06-13 23:31:23
4,104,312,520,615,374
fraud_Beier-Hyatt
shopping_pos
2.91
Brooke
Rodriguez
F
901 Todd Gardens Apt. 466
Mountain Center
CA
92,561
33.6401
-116.5567
1,661
Therapist, music
1988-09-19
c9f443e33aaccc6e8369855e1b79be16
1,371,166,283
33.129606
-116.264244
0
1,275,327
2020-06-13 23:31:56
4,861,310,130,652,567,000
fraud_Ruecker, Beer and Collier
shopping_net
1.3
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
3836ad3ccf9d2ac91ea0f24cecaec307
1,371,166,316
31.226341
-91.32035
0
1,275,328
2020-06-13 23:32:26
38,588,538,868,506
fraud_Roberts, Ryan and Smith
personal_care
45.81
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
bc0ec499a72a7d5bba6816c9d8382c14
1,371,166,346
30.492332
-103.597949
0
1,275,329
2020-06-13 23:32:46
4,681,601,008,538,160
fraud_Barrows PLC
shopping_pos
31.08
Tammy
Davis
F
77663 Colleen Freeway
Moundsville
WV
26,041
39.9148
-80.731
16,183
Physiotherapist
1977-08-12
b86607307d5c2b9f3ea45255ad95380f
1,371,166,366
38.968883
-80.097761
0
1,275,330
2020-06-13 23:32:54
2,235,613,922,823,698
fraud_Padberg-Sauer
home
31.72
Melissa
Mcclure
F
2027 Snyder Track
Manville
WY
82,227
42.73
-104.7024
241
Educational psychologist
1980-12-16
181c064624e03b154f413f2bd9daf631
1,371,166,374
43.509503
-105.063176
0
1,275,331
2020-06-13 23:34:36
2,288,813,824,604,479
fraud_Barton LLC
kids_pets
118.78
Barbara
Norman
F
6278 Stephanie Unions
New York City
NY
10,039
40.8265
-73.9383
1,577,385
Herbalist
1981-08-29
c97620ad7392484b3d6edc3385a0cd7b
1,371,166,476
40.539168
-73.464093
0
1,275,332
2020-06-13 23:35:26
2,231,186,809,828,225
fraud_O'Reilly, Mohr and Purdy
home
21.13
Katherine
Pennington
F
73869 Connie Prairie
Vienna
GA
31,092
32.0913
-83.7922
7,420
Phytotherapist
1957-01-15
97c797c04f366a57865c56753d77d723
1,371,166,526
32.539058
-84.529578
0
1,275,333
2020-06-13 23:36:11
371,284,100,299,909
fraud_Homenick LLC
personal_care
62.55
Hannah
Thomas
F
1004 Willis Pass
Hedley
TX
79,237
34.8698
-100.6806
513
Early years teacher
1976-05-24
a938cd12865958702a2365c7a34d0b75
1,371,166,571
35.764592
-100.869207
0
1,275,334
2020-06-13 23:36:25
38,797,410,705,641
fraud_White and Sons
home
80.96
Andrew
Tucker
M
583 Gray Creek
Oak Hill
NY
12,460
42.4069
-74.1528
277
Glass blower/designer
1971-12-12
0500e2d1501e30d52a9e5afc871ff75c
1,371,166,585
42.767748
-73.842166
0
1,275,335
2020-06-13 23:37:56
2,712,209,726,293,386
fraud_Zboncak, Rowe and Murazik
shopping_net
1.57
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
d1c53f032974db040b950cbbc6e58025
1,371,166,676
31.089971
-91.144417
0
1,275,336
2020-06-13 23:38:08
3,502,088,871,723,054
fraud_Stark-Batz
entertainment
49.33
Scott
Martin
M
31472 Cody Place Suite 740
Kensington
MD
20,895
39.0298
-77.0793
19,054
Operations geologist
1976-09-08
084a5e378419fad65260f9c4abfe4cc9
1,371,166,688
39.333821
-76.354993
0
1,275,337
2020-06-13 23:38:12
30,427,035,050,508
fraud_Berge, Kautzer and Harris
personal_care
3.4
John
Chandler
M
88325 Brandon Greens Apt. 477
Detroit
MI
48,202
42.377
-83.0796
673,342
Broadcast presenter
1969-11-20
39ca3fc254d4a5b3321110ec5f730e4c
1,371,166,692
41.573809
-83.739873
0
1,275,338
2020-06-13 23:38:29
6,011,438,889,172,900
fraud_Little Ltd
kids_pets
97.02
Allison
Allen
F
40624 Rebecca Spurs
De Witt
AR
72,042
34.2853
-91.3336
5,161
Electrical engineer
1993-04-08
604acdcbebd9e4cc6ee620eec575177b
1,371,166,709
34.145457
-91.687887
0
1,275,339
2020-06-13 23:38:46
374,125,201,044,065
fraud_Kutch-Ferry
home
16.93
Christopher
Gilbert
M
20937 Reed Lakes Apt. 271
Washington
DC
20,012
38.9757
-77.0282
601,723
Optician, dispensing
1970-07-20
91d6a6f8645659b93f91df7aa052101c
1,371,166,726
39.73344
-77.67612
0
1,275,340
2020-06-13 23:38:49
4,956,828,990,005,111,000
fraud_Lubowitz, Terry and Stracke
personal_care
8.57
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
1980-12-21
177f9c3972ea94d76cf8f6ce8506d1f1
1,371,166,729
40.043281
-74.885714
0
1,275,341
2020-06-13 23:39:01
4,855,488,158,131,690,000
fraud_Haley, Batz and Auer
health_fitness
78.69
Jeremy
Roberson
M
25887 Martin Inlet
Graniteville
VT
5,654
44.1554
-72.4847
970
Agricultural consultant
1993-09-29
44a656161b216e426d7dcfb87660ed06
1,371,166,741
44.454711
-72.627217
0
1,275,342
2020-06-13 23:39:15
3,525,668,150,756,629
fraud_Kautzer and Sons
personal_care
76.89
Christopher
Choi
M
04611 Sandra Spring Suite 059
Rumely
MI
49,826
46.3481
-87.0436
137
Film/video editor
1990-08-13
ee82d1a775d021c3e6c4ed07f1fb4d12
1,371,166,755
47.194891
-86.444365
0
1,275,343
2020-06-13 23:40:16
676,369,110,710
fraud_Zboncak Ltd
food_dining
2.06
David
Wolfe
M
81261 Garcia Underpass Suite 741
Southfield
MI
48,034
42.4969
-83.2911
75,830
Engineer, automotive
1974-12-28
8d622533067983444237a1c47e1a4390
1,371,166,816
41.953097
-83.660313
0
1,275,344
2020-06-13 23:41:09
30,230,540,139,182
fraud_Ziemann-Waters
health_fitness
78.26
Hayden
Sanders
M
8465 Reed Green Suite 559
Montandon
PA
17,850
40.9661
-76.8575
645
Orthoptist
1974-05-18
95c936988872bbf9611fc16e1c334f2c
1,371,166,869
40.091615
-77.512936
0
1,275,345
2020-06-13 23:41:56
30,343,344,410,970
fraud_Wilkinson PLC
kids_pets
99.47
Jacob
Dawson
M
663 Anna Plaza
Marienville
PA
16,239
41.4622
-79.1306
4,172
Copywriter, advertising
1962-03-20
1c58cda508c50f07e08d8d731209216f
1,371,166,916
41.241046
-78.747363
0
1,275,346
2020-06-13 23:42:33
377,113,842,678,100
fraud_Schimmel-Olson
kids_pets
31.75
Billy
Gallagher
M
673 Delgado Burg
Greenwich
NJ
8,323
39.4055
-75.3209
804
Insurance risk surveyor
1965-03-25
a434bb291519a076255de46023747a84
1,371,166,953
39.587601
-74.618465
0
1,275,347
2020-06-13 23:43:45
4,561,546,772,499
fraud_Welch, Rath and Koepp
entertainment
208.92
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
370600ac5129241d17127de5203537eb
1,371,167,025
35.34208
-106.435234
0
1,275,348
2020-06-13 23:44:14
4,149,635,823,017
fraud_Eichmann, Hayes and Treutel
travel
1.16
Samuel
Farrell
M
428 Michael Tunnel Apt. 377
Cleveland
AL
35,049
33.9778
-86.5598
3,996
Aid worker
1977-06-14
97b56f7e35fba1200448354a94e10040
1,371,167,054
33.879149
-86.346469
0
1,275,349
2020-06-13 23:44:36
180,042,946,491,150
fraud_Berge-Ullrich
home
26.94
Charles
Robles
M
3337 Lisa Divide
Saint Petersburg
FL
33,710
27.7898
-82.7243
341,043
Engineer, land
1989-02-28
7715dfec300bc150812db768758084a2
1,371,167,076
27.205791
-82.862782
0
1,275,350
2020-06-13 23:45:25
4,900,628,639,996
fraud_Reichel Inc
entertainment
113.84
Michael
Johnson
M
094 Owens Underpass
Norwalk
CA
90,650
33.9056
-118.0818
105,549
Firefighter
1973-09-22
1ed3d4a56215360224541a42a46b7b29
1,371,167,125
33.203455
-118.990018
0
1,275,351
2020-06-13 23:46:57
375,767,678,113,375
fraud_Wuckert, Wintheiser and Friesen
home
54.61
Christopher
Patterson
M
16744 Campbell Wall Apt. 372
Timberville
VA
22,853
38.6476
-78.7717
4,367
Waste management officer
1962-04-12
bb1873eb7eb8a0d1b4651279139c0bd8
1,371,167,217
38.363892
-79.262607
0
1,275,352
2020-06-13 23:47:49
5,501,083,170,975,659
fraud_Eichmann-Kilback
home
40.86
Wayne
Payne
M
587 Bradley Inlet Suite 281
Cuyahoga Falls
OH
44,223
41.1464
-81.5107
47,772
Equities trader
1966-01-04
9b1e57ac2ac8270db4e463644c0509bd
1,371,167,269
40.3512
-80.607417
0
1,275,353
2020-06-13 23:49:24
4,379,260,813,815,979,500
fraud_Fadel, Mertz and Rippin
entertainment
37.96
Thomas
Jenkins
M
93914 Gregory Via
Oakland
CA
94,619
37.7878
-122.1884
381,459
Barista
1974-01-03
8d34d24bf8c6d3687e0dbdd777b0935d
1,371,167,364
37.238611
-122.498985
0
1,275,354
2020-06-13 23:49:50
4,681,601,008,538,160
fraud_Feil-Morar
health_fitness
142.98
Tammy
Davis
F
77663 Colleen Freeway
Moundsville
WV
26,041
39.9148
-80.731
16,183
Physiotherapist
1977-08-12
8f42d3d56327e1766e22e5792a6261b4
1,371,167,390
39.219307
-79.923309
0
1,275,355
2020-06-13 23:50:12
30,266,994,494,236
fraud_Corwin-Romaguera
travel
1.14
Sarah
Foster
F
77872 Andrea Glen Apt. 543
Ford
VA
23,850
37.1349
-77.7364
1,051
Chief Operating Officer
1976-11-21
898df113828749d9dc49682df5c7d116
1,371,167,412
37.162446
-77.891342
0
1,275,356
2020-06-13 23:50:16
675,961,917,837
fraud_Kilback and Sons
entertainment
21.23
Christopher
Cummings
M
478 George Course Apt. 056
Sprague
NE
68,438
40.6267
-96.7456
142
Chiropodist
1967-08-24
d3edb13a69ae538f206f5dda3ff5378f
1,371,167,416
40.233765
-95.955593
0
1,275,357
2020-06-13 23:50:28
377,234,009,633,447
fraud_Emmerich-Rau
personal_care
31.2
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
6edd3d2739b5e58c02e40344160949b7
1,371,167,428
39.836339
-77.258283
0
1,275,358
2020-06-13 23:50:55
4,640,395,708,703
fraud_Reichert, Rowe and Mraz
shopping_net
925.27
Melissa
Krause
F
67632 Martin Gateway
Fordoche
LA
70,732
30.6576
-91.6264
1,178
Community education officer
1951-06-13
50cf6b036be22a3c66fa1ed0a38da88c
1,371,167,455
30.924133
-91.821827
1
1,275,359
2020-06-13 23:51:35
3,583,635,130,604,947
fraud_Prosacco, Kreiger and Kovacek
home
56.6
Crystal
Gamble
F
899 Michele View Suite 960
Philadelphia
PA
19,149
40.0369
-75.0664
1,526,206
Structural engineer
1985-01-01
d03469d3096ceda17ec14f1f6d4b0f08
1,371,167,495
39.715869
-75.361606
0
1,275,360
2020-06-13 23:51:56
213,193,596,103,206
fraud_Gottlieb Group
kids_pets
52.01
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
7b46644527fb49ebd5d55a1b2d637b82
1,371,167,516
45.345894
-85.44311
0
1,275,361
2020-06-13 23:52:25
30,551,643,947,183
fraud_Denesik, Powlowski and Pouros
home
83.68
Morgan
Smith
F
1441 Bradley Place
Grover
NC
28,073
35.1836
-81.4552
5,621
Toxicologist
1973-11-14
cd291461378501ca71e295fccc95ce1e
1,371,167,545
35.904213
-81.063782
0
1,275,362
2020-06-13 23:52:43
213,112,402,583,773
fraud_Reilly LLC
home
28.04
Ana
Howell
F
4664 Sanchez Common Suite 930
Bradley
SC
29,819
34.0326
-82.2027
1,523
Research scientist (physical sciences)
1984-06-03
5c0fdde3ec9b5cd197e79c7f3692d760
1,371,167,563
33.097304
-81.782746
0
1,275,363
2020-06-13 23:52:55
4,469,777,115,158,235,000
fraud_Erdman-Durgan
health_fitness
41.05
Gregory
Graham
M
4005 Dana Glens
Methuen
MA
1,844
42.728
-71.181
47,249
Market researcher
1980-11-22
2723f706b89fd5610c64fb5159026881
1,371,167,575
43.424463
-70.940228
0
1,275,364
2020-06-13 23:53:18
4,646,845,581,490,336,000
fraud_Fisher Inc
shopping_net
1.52
Julia
Bell
F
576 House Crossroad
West Sayville
NY
11,796
40.732
-73.1
4,056
Film/video editor
1990-06-25
5c1e7a1180a63a2228291385c6822c53
1,371,167,598
39.74022
-72.315507
0
1,275,365
2020-06-13 23:54:18
6,538,891,242,532,018
fraud_Thompson-Gleason
health_fitness
198.41
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
c7ade88a655957e9b7f8a25fde1f0852
1,371,167,658
37.001245
-90.844071
0
1,275,366
2020-06-13 23:54:27
30,175,986,190,993
fraud_Hilpert-Conroy
kids_pets
36.68
Rebecca
Butler
F
0665 Lisa Alley
Winger
MN
56,592
47.5375
-95.9941
516
Applications developer
1966-06-07
22290a21e22b7b3670c4c8a185f8fcc6
1,371,167,667
48.059092
-95.134767
0
1,275,367
2020-06-13 23:54:55
2,720,433,095,629,877
fraud_Shields-Wunsch
health_fitness
53.85
Mark
Wood
M
854 Walker Dale Suite 488
Bowdoin
ME
4,287
44.0575
-69.9656
3,224
Engineer, electronics
1997-08-22
e0d84274dfa5ddef874bc4175215f195
1,371,167,695
43.378233
-69.099533
0
1,275,368
2020-06-13 23:55:33
6,011,552,879,910,390
fraud_Baumbach Ltd
personal_care
70.2
Robert
Long
M
529 Joshua Knoll Apt. 511
Lonetree
WY
82,936
41.0552
-110.1603
49
Research scientist (physical sciences)
1981-07-05
b2302184b2b3de362cc3d28645ad8718
1,371,167,733
40.847714
-109.511328
0
1,275,369
2020-06-13 23:57:20
30,407,675,418,785
fraud_Ernser-Lynch
food_dining
106.88
Danielle
Evans
F
76752 David Lodge Apt. 064
Breesport
NY
14,816
42.1939
-76.7361
520
Psychotherapist
1991-10-13
692a40607ea131b25ace9f2f0639318f
1,371,167,840
41.645666
-76.439705
0
1,275,370
2020-06-13 23:57:33
3,502,088,871,723,054
fraud_Kuhn LLC
shopping_pos
9.15
Scott
Martin
M
31472 Cody Place Suite 740
Kensington
MD
20,895
39.0298
-77.0793
19,054
Operations geologist
1976-09-08
3c20b1411f7a732bfbe388e82c4236b4
1,371,167,853
38.401423
-77.528712
0
1,275,371
2020-06-13 23:57:52
4,836,998,673,805,450
fraud_Torphy-Goyette
shopping_pos
1.57
Susan
Hardy
F
516 Brown Parks
Manistique
MI
49,854
46.0062
-86.2555
6,469
Trade mark attorney
1979-04-12
1b229e55dcdb7519d41db51b6b667f4a
1,371,167,872
45.99693
-85.321716
0
1,275,372
2020-06-13 23:58:17
4,586,810,168,620,942
fraud_Kilback Group
food_dining
7.75
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
fef45e49cb170f2d25ea9b5b8711ee49
1,371,167,897
33.476101
-79.69814
0
1,275,373
2020-06-13 23:58:49
6,011,367,958,204,270
fraud_Labadie LLC
personal_care
62.1
Tammy
Ayers
F
1652 James Mews
Hinckley
OH
44,233
41.2419
-81.7453
7,646
Medical sales representative
1988-09-15
56591e4fe386cd9d6c27848c91568375
1,371,167,929
40.631262
-81.150463
0
1,275,374
2020-06-14 00:01:03
2,252,055,259,910,912
fraud_Jewess LLC
shopping_pos
130.34
Jason
Hernandez
M
220 Frank Gardens
Hewitt
WI
54,441
44.6437
-90.1031
828
Arts development officer
1991-08-19
d7db29ac32b0ded039c8a7859fd51043
1,371,168,063
45.533375
-89.403411
0
1,275,375
2020-06-14 00:01:09
344,709,867,813,900
fraud_VonRueden Group
grocery_net
79.34
Joanna
Hudson
F
2924 Bobby Trafficway
Sebring
FL
33,872
27.4703
-81.4872
50,835
Environmental consultant
1986-01-30
f32b07d1c80e5f537dbe6e370a7b6ac6
1,371,168,069
28.299787
-81.051357
0
1,275,376
2020-06-14 00:01:36
4,358,137,750,029,945,000
fraud_Prohaska-Murray
gas_transport
59.77
Dawn
Stephens
F
91542 Marissa Shores Apt. 053
Oran
IA
50,664
42.7012
-92.0762
53
Sports administrator
1972-10-05
c7b3d0244849236178cc783997665b8c
1,371,168,096
42.330895
-91.702881
0
1,275,377
2020-06-14 00:02:00
4,128,730,454,058,057,700
fraud_McDermott-Rice
misc_pos
3.04
Monique
Martin
F
68276 Matthew Springs
Ratcliff
TX
75,858
31.3833
-95.0619
43
Engineer, production
1949-10-04
8b98b3d7a7ca3bcf29896451873e525c
1,371,168,120
30.762037
-94.101154
0
1,275,378
2020-06-14 00:02:30
30,118,423,745,458
fraud_Volkman Ltd
misc_net
8.39
Jared
Velazquez
M
01479 Murray Circle
Matawan
NJ
7,747
40.4109
-74.238
30,770
Drilling engineer
1993-04-29
aa380159b98b8e26d0088a7b8e5b3c1e
1,371,168,150
40.178544
-73.480129
0
1,275,379
2020-06-14 00:02:41
3,576,431,665,303,017
fraud_Goodwin-Nitzsche
grocery_pos
199.13
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
25cf347475d0ea118cda8a9458e235af
1,371,168,161
33.689349
-112.399662
0
1,275,380
2020-06-14 00:03:37
3,560,697,798,177,746
fraud_Reynolds-Schinner
misc_pos
5.65
Matthew
Young
M
8840 Miller Port Suite 645
Indian Wells
CA
92,210
33.7163
-116.3381
4,677
Learning mentor
1955-05-06
4caadc617f7cae59a121b4f8b3819f9d
1,371,168,217
33.766551
-117.249054
0
1,275,381
2020-06-14 00:03:54
4,769,426,683,924,059,000
fraud_Okuneva, Schneider and Rau
shopping_pos
6.41
Andrea
Cruz
F
26572 Hodge Villages Suite 512
Mifflin
PA
17,058
40.5553
-77.4001
1,909
Mining engineer
1954-08-22
a9281fe68160280096a6cc5196043e9d
1,371,168,234
39.924148
-77.139301
0
1,275,382
2020-06-14 00:04:19
30,404,291,151,692
fraud_Klocko LLC
misc_net
613.15
Savannah
Lewis
F
537 Walker Freeway
North Tonawanda
NY
14,120
43.0498
-78.851
45,100
Ambulance person
1993-10-25
5e2d13f05ee2bd52a41cc7002ed33a6f
1,371,168,259
43.316003
-77.995324
0
1,275,383
2020-06-14 00:04:50
371,034,293,500,716
fraud_Reichert, Huels and Hoppe
shopping_net
3.05
Jeremy
Jones
M
5758 Yates Center
Vinton
CA
96,135
40.0235
-120.7986
128
Education administrator
1966-02-21
37586558d8a2698628d1653dba11d290
1,371,168,290
40.918182
-120.345937
0
1,275,384
2020-06-14 00:05:24
2,712,209,726,293,386
fraud_Smith-Stokes
misc_pos
4.37
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
bcbcb809e0d7e5404e174329481838e3
1,371,168,324
31.078554
-91.907357
0
1,275,385
2020-06-14 00:05:44
375,974,680,629,816
fraud_Kutch, Hermiston and Farrell
gas_transport
38.79
Roberta
Mccarthy
F
94431 Matthew Mall Suite 296
Plymouth
CT
6,782
41.6611
-73.0449
2,376
Herpetologist
1973-04-06
51e6722bbf5a6e0bf4f549254ce08129
1,371,168,344
42.294472
-73.185869
0
1,275,386
2020-06-14 00:05:49
3,599,237,318,576,484
fraud_Little, Gutmann and Lynch
shopping_net
7.1
Jessica
Smith
F
06808 Ryan Valleys
Dubre
KY
42,731
36.8421
-85.5396
341
Insurance risk surveyor
1932-11-19
8ec63e2d73298af3da64534187ff4aba
1,371,168,349
37.824993
-85.89171
0
1,275,387
2020-06-14 00:06:33
4,069,975,342,931,683
fraud_Rutherford-Mertz
grocery_pos
229.56
Kimberly
Martin
F
1943 Dennis Inlet Suite 145
Hurricane
WV
25,526
38.4257
-81.9943
21,902
Sub
1980-09-18
9f26f1b7507db8470ddbc07d2479c118
1,371,168,393
38.606771
-81.695633
0
1,275,388
2020-06-14 00:08:05
4,514,242,065,619,750
fraud_Lehner, Reichert and Mills
misc_pos
91.04
Janet
Carpenter
F
9870 Collins Flat
Laramie
WY
82,072
41.4247
-105.4781
35,371
Pilot, airline
1988-09-02
3ffb61f4958ffcf25e7a22078e9e0455
1,371,168,485
40.811742
-104.817014
0
1,275,389
2020-06-14 00:08:06
38,295,635,583,927
fraud_Huel, Hammes and Witting
grocery_pos
87.92
Candice
Brown
F
9412 Harris Mews
O Brien
TX
79,539
33.3749
-99.8473
178
Warden/ranger
1983-06-14
e29524e5c233ef8e0dd9107bd92a73d8
1,371,168,486
34.172808
-100.437726
0
1,275,390
2020-06-14 00:08:12
213,193,596,103,206
fraud_Kerluke, Kertzmann and Wiza
misc_net
99.21
James
Hunt
M
7369 Gabriel Tunnel
Pointe Aux Pins
MI
49,775
45.7549
-84.447
95
Electrical engineer
1994-02-09
6fb6fdef46771576e2428f0c3776db45
1,371,168,492
44.930897
-85.089834
0
1,275,391
2020-06-14 00:09:00
5,559,857,416,065,248
fraud_Cummings LLC
gas_transport
60.28
Jack
Hill
M
5916 Susan Bridge Apt. 939
Grenada
CA
96,038
41.6125
-122.5258
589
Systems analyst
1945-12-21
23372e562f89449ee240cc080fb79f9a
1,371,168,540
41.587921
-123.02509
0
1,275,392
2020-06-14 00:09:37
4,471,568,287,204
fraud_Zieme, Bode and Dooley
gas_transport
53.28
Dakota
Maldonado
M
369 Cochran Radial
Pelham
NC
27,311
36.4899
-79.4736
3,402
Insurance underwriter
1927-10-24
a76db355299b63b7fd620070da41fe62
1,371,168,577
35.628632
-78.517977
0
1,275,393
2020-06-14 00:09:39
213,156,747,557,083
fraud_Mraz-Herzog
gas_transport
79.79
Adam
Santos
M
725 Jo Trace Apt. 102
Glendale
CA
91,206
34.1556
-118.2322
172,817
Advertising account planner
1982-07-30
aa97a1e0567a3849976cd582e0524832
1,371,168,579
33.496597
-117.554888
0
1,275,394
2020-06-14 00:11:27
501,899,453,424
fraud_Dooley Inc
shopping_pos
2.45
Jessica
Dominguez
F
06393 Nancy Parkways Suite 855
Gadsden
AL
35,903
33.9845
-85.9077
67,082
Ceramics designer
1970-01-08
6a7ac00e1ce0c069bd755d6d677576de
1,371,168,687
34.814107
-85.128703
0
1,275,395
2020-06-14 00:11:58
213,180,742,685,905
fraud_Reichert, Shanahan and Hayes
shopping_net
4.26
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
3f738078c3a21ed629813350dfe99558
1,371,168,718
40.619446
-123.729172
0
1,275,396
2020-06-14 00:14:15
38,199,021,865,320
fraud_Baumbach, Hodkiewicz and Walsh
shopping_pos
146.59
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
1988-04-15
ca97cafc21470581212b9712fec70df1
1,371,168,855
42.22381
-72.988851
0
1,275,397
2020-06-14 00:14:21
345,832,460,465,610
fraud_Kutch LLC
gas_transport
51.62
Jason
Mcmahon
M
6385 Donald Square Suite 429
Springfield
VA
22,151
38.8029
-77.2116
104,396
Production engineer
1950-11-20
25a7d63ad35f3dbef85fa7a2bfd9a177
1,371,168,861
38.65991
-77.536136
0
1,275,398
2020-06-14 00:14:57
6,554,245,334,757,802
fraud_Haley, Jewess and Bechtelar
shopping_pos
4.88
Monique
Robinson
F
07712 Marcus Divide Apt. 831
Laguna Hills
CA
92,637
33.615
-117.7114
45,303
Sales executive
1969-12-22
34a992827124083799b9c3e3d03e7f1d
1,371,168,897
34.433117
-117.358939
0
1,275,399
2020-06-14 00:16:53
3,586,955,669,388,457
fraud_Metz-Boehm
shopping_pos
145.79
Benjamin
Rogers
M
24191 Elizabeth Mill
Bolivar
PA
15,923
40.3673
-79.1605
1,770
Administrator, local government
1994-12-08
ece8d0e2e0b79b6901c420c0746527df
1,371,169,013
41.21843
-80.126243
0