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
1,288,500
2020-06-17 23:50:46
3,589,289,942,931,264
fraud_Schulist Ltd
food_dining
7.74
Paula
Estrada
F
350 Stacy Glens
Spencer
SD
57,374
43.7557
-97.5936
343
Development worker, international aid
1972-03-05
eabc8470afb7d8ca37fce4bb9ea1e836
1,371,513,046
43.555157
-97.975297
0
1,288,501
2020-06-17 23:51:07
374,497,717,543,058
fraud_Daugherty-Thompson
food_dining
3.33
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
1948-06-30
7a8f48f1dde2e8dd2ddbd485883ef829
1,371,513,067
46.384877
-100.39709
0
1,288,502
2020-06-17 23:51:15
4,255,397,449,664,186,000
fraud_Monahan-Morar
personal_care
15.78
George
Smith
M
7377 Walton Extensions Apt. 979
Dallas
TX
75,236
32.69
-96.9177
1,263,321
Designer, interior/spatial
1952-09-27
f58a5f6e5838c63ce61848dff215d6ab
1,371,513,075
33.092198
-97.020195
0
1,288,503
2020-06-17 23:52:15
342,952,484,382,519
fraud_Roberts, Ryan and Smith
personal_care
32.78
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
4668e05fa1c418b5808608f6395d4f87
1,371,513,135
42.453249
-72.822467
0
1,288,504
2020-06-17 23:52:22
3,585,740,823,295,298
fraud_Reichert, Rowe and Mraz
shopping_net
8.79
James
Greene
M
082 Hernandez Bypass Apt. 886
Quanah
TX
79,252
34.2956
-99.7494
3,202
Librarian, public
1998-03-18
452012d3844df86a881e78aeaf8c7e1e
1,371,513,142
33.948753
-99.631849
0
1,288,505
2020-06-17 23:52:54
4,809,701,904,914
fraud_Conroy, Balistreri and Gorczany
health_fitness
20.49
Sabrina
Nolan
F
312 Eric Expressway Apt. 014
Phenix City
AL
36,869
32.4204
-85.0796
59,744
Chemical engineer
1984-02-07
d3acee62ef00012394181ff136ab7f53
1,371,513,174
31.677654
-84.330776
0
1,288,506
2020-06-17 23:54:04
4,756,039,869,079,882,000
fraud_Hahn, Bahringer and McLaughlin
personal_care
68.37
Francisco
Hernandez
M
980 Smith Gardens
Gainesville
TX
76,240
33.6547
-97.1583
26,120
Engineer, manufacturing
1954-01-06
71b68c8208fb0e077cf1a468926738e3
1,371,513,244
32.93624
-96.803643
0
1,288,507
2020-06-17 23:55:15
4,839,043,708,100,390
fraud_Tillman, Fritsch and Schmitt
misc_net
232.34
Meredith
Campbell
F
043 Hanson Turnpike
Hedrick
IA
52,563
41.1826
-92.3097
1,583
Geochemist
1999-06-28
d6c7654a8d22bb73a0ba4d886489bb96
1,371,513,315
41.228892
-91.477161
0
1,288,508
2020-06-17 23:55:58
3,553,629,419,254,918
fraud_Streich, Rolfson and Wilderman
kids_pets
8.82
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
1984-09-01
d608931ffe2bc29dadb8eb2f64f0942a
1,371,513,358
48.266819
-122.514411
0
1,288,509
2020-06-17 23:56:13
2,222,001,896,600,109
fraud_Pacocha-Weissnat
kids_pets
19.63
Susan
Hernandez
F
2193 Osborne Run Apt. 789
Moro
IL
62,067
38.9318
-89.9618
2,401
Buyer, industrial
1972-01-03
1791c24932735e28e5a30fdaa7b3be4e
1,371,513,373
39.845421
-89.711657
1
1,288,510
2020-06-17 23:56:48
213,114,122,496,591
fraud_Thompson-Gleason
health_fitness
129.33
Jeremy
Perry
M
797 Jennifer Loop Suite 634
Minnesota Lake
MN
56,068
43.8295
-93.8282
1,087
Music tutor
1963-07-14
c4fc9e51a1cd32a5c2bd42511a91d46a
1,371,513,408
43.128076
-93.953179
0
1,288,511
2020-06-17 23:57:07
2,229,824,890,647,120
fraud_Denesik, Powlowski and Pouros
home
24.7
Walter
Blair
M
44951 Williams Brooks
Pearlington
MS
39,572
30.2508
-89.6011
1,414
Therapist, occupational
1958-02-17
820ee9fdc4926d807df83148901cb02f
1,371,513,427
29.548912
-88.688684
0
1,288,512
2020-06-17 23:57:50
371,226,440,126,102
fraud_Hilpert-Conroy
kids_pets
30.51
Stacy
Lambert
F
85430 Julie Trafficway Suite 792
Mulberry Grove
IL
62,262
38.9311
-89.2463
1,810
Race relations officer
1974-12-24
29ce58087bbd807c29ba25d669ced491
1,371,513,470
38.054473
-88.715469
0
1,288,513
2020-06-17 23:58:13
3,521,417,320,836,166
fraud_Lind-Buckridge
entertainment
28.59
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
3740a9d7efda3581eeecc1008a0dfcca
1,371,513,493
39.39238
-85.703888
0
1,288,514
2020-06-18 00:00:47
3,593,118,134,380,341
fraud_Lesch Ltd
shopping_pos
9.26
Laura
Casey
F
6114 Moran Way
Steuben
ME
4,680
44.4971
-67.9503
1,131
Make
1959-05-10
e1c7a348d1ab984063175054dd38bd1c
1,371,513,647
43.526467
-67.862192
0
1,288,515
2020-06-18 00:01:40
3,576,431,665,303,017
fraud_Brown PLC
misc_net
232.84
Jessica
Ward
F
72269 Elizabeth Field Apt. 132
Phoenix
AZ
85,020
33.5623
-112.0559
1,312,922
Contractor
1981-10-24
580b1741a52bfc001d681a0036414c39
1,371,513,700
33.054953
-111.302943
0
1,288,516
2020-06-18 00:02:06
4,452,366,298,769,043
fraud_Greenholt, Jacobi and Gleason
gas_transport
56.6
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
2dcd4e91ab21e89f94433f57bc65fd6e
1,371,513,726
32.376436
-97.554595
0
1,288,517
2020-06-18 00:02:20
4,859,525,594,182,537
fraud_Bradtke PLC
grocery_pos
133.13
Rebecca
Farley
F
383 Long Islands
Downsville
NY
13,755
42.0716
-75.0152
1,228
Psychotherapist, child
1990-02-25
ba6e1318628205a9aead70bae27a950e
1,371,513,740
42.693923
-75.911082
0
1,288,518
2020-06-18 00:03:00
6,596,735,789,587,928
fraud_Hermiston, Russel and Price
food_dining
66.85
Spencer
Williams
M
1145 Tony Drive Suite 080
Watertown
MN
55,388
44.9595
-93.8482
5,619
Licensed conveyancer
1959-01-15
0809c38ec48b34764a30df78407c0192
1,371,513,780
45.163349
-93.144223
0
1,288,519
2020-06-18 00:05:03
348,379,466,427,142
fraud_Stark-Batz
entertainment
30.08
Michael
Rowe
M
7428 Martinez Flats
Melbourne
FL
32,935
28.1384
-80.6524
139,650
Database administrator
1957-01-23
81e01116a25d7bab3a520d7f8b81ac73
1,371,513,903
27.7604
-80.431933
0
1,288,520
2020-06-18 00:05:26
3,540,017,235,499,519
fraud_Roob, Conn and Tremblay
shopping_pos
127.71
Lawrence
Frost
M
82448 Tucker Cliff
Kittery Point
ME
3,905
43.0976
-70.7121
1,780
Broadcast engineer
1983-01-21
d14efd4dea421cca8587c620c0f6c335
1,371,513,926
43.17816
-71.036616
0
1,288,521
2020-06-18 00:05:35
4,716,561,796,955,522
fraud_Rempel PLC
grocery_net
27.71
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
4cafe10f87851d6ef2eedac71e8ab13a
1,371,513,935
47.425228
-111.892503
0
1,288,522
2020-06-18 00:06:39
3,520,550,088,202,337
fraud_Eichmann, Bogan and Rodriguez
gas_transport
40.87
Micheal
Walters
M
15315 Vaughn Park Suite 356
Hovland
MN
55,606
47.8342
-90.0476
272
Freight forwarder
2001-07-05
92164f5084317a26f726a5fc212ea143
1,371,513,999
48.472409
-90.317479
0
1,288,523
2020-06-18 00:09:01
4,560,395,181,594,436,000
fraud_Towne LLC
misc_pos
9.97
Angela
Taylor
F
6343 Ramirez Skyway Apt. 518
Lakeport
CA
95,453
39.047
-122.9328
11,256
Podiatrist
1972-10-18
5e43196ef3580f64aca47bb1323ef32f
1,371,514,141
39.652459
-122.568903
0
1,288,524
2020-06-18 00:09:28
2,610,529,083,834,453
fraud_Stehr, Jewess and Schimmel
misc_net
1.02
Tanya
Dickerson
F
053 Kim Valley Suite 928
Old Hickory
TN
37,138
36.2416
-86.6117
22,191
Prison officer
1994-07-27
e6ed57d50fca015571397c3f7a1269bd
1,371,514,168
35.288931
-85.618897
0
1,288,525
2020-06-18 00:09:50
4,384,910,379,661,778
fraud_Goyette, Howell and Collier
shopping_pos
8.67
Michelle
Russell
F
55505 Christy Via
Hawley
MN
56,549
46.9777
-96.4092
4,508
Naval architect
1949-04-24
38655d9b483951e32abfb1c58a0512be
1,371,514,190
47.110515
-97.048136
0
1,288,526
2020-06-18 00:10:14
2,231,186,809,828,225
fraud_Hoppe, Harris and Bednar
entertainment
46.09
Katherine
Pennington
F
73869 Connie Prairie
Vienna
GA
31,092
32.0913
-83.7922
7,420
Phytotherapist
1957-01-15
c867a26c551d0f5c0f3e649335a73437
1,371,514,214
32.32351
-83.798029
0
1,288,527
2020-06-18 00:10:48
3,536,918,668,124,647
fraud_Bins-Tillman
entertainment
8.04
Michelle
Juarez
F
44864 Melton Vista Suite 310
San Jose
CA
95,148
37.3304
-121.7913
973,849
Science writer
1955-06-12
85a5aa966afc123414508215bdfd6739
1,371,514,248
38.090026
-122.650566
0
1,288,528
2020-06-18 00:11:22
502,012,776,709
fraud_Welch, Rath and Koepp
entertainment
18.03
Sherry
Martinez
F
144 Yu Locks Apt. 754
Garrattsville
NY
13,342
42.6315
-75.1866
165
Naval architect
1945-09-20
5b08695f5bbcee5892d4ff2361aa035e
1,371,514,282
41.744753
-74.821373
0
1,288,529
2020-06-18 00:11:48
374,238,209,524,200
fraud_Heller, Gutmann and Zieme
grocery_pos
109.01
Daniel
Martinez
M
8510 Acevedo Burgs
Kent
OR
97,033
45.0838
-120.6649
60
Museum education officer
1942-04-03
28bfb6bf74af2f575c988298734a065f
1,371,514,308
45.91595
-120.538654
0
1,288,530
2020-06-18 00:11:51
568,279,015,842
fraud_Ankunding LLC
shopping_net
110.26
Micheal
Hernandez
M
6139 Mark Rapid Apt. 651
Christine
ND
58,015
46.5522
-96.7909
291
Television floor manager
1991-05-01
ad9b7f9563d5cf3cfaf17ed3e89a5548
1,371,514,311
45.632821
-97.163076
0
1,288,531
2020-06-18 00:13:04
4,373,370,572,092,720,600
fraud_Murray-Smitham
grocery_pos
107.16
Hailey
Rhodes
F
337 Michael Harbors Suite 722
Michigan
ND
58,259
48.0204
-98.1186
454
Producer, television/film/video
1972-07-29
9074a86944fb03fd82dec94d20346a5e
1,371,514,384
47.655503
-97.278996
0
1,288,532
2020-06-18 00:15:04
375,974,680,629,816
fraud_Corwin-Collins
gas_transport
47.87
Roberta
Mccarthy
F
94431 Matthew Mall Suite 296
Plymouth
CT
6,782
41.6611
-73.0449
2,376
Herpetologist
1973-04-06
657f52a47a6ea68066651517fd6df70c
1,371,514,504
42.235224
-73.287519
0
1,288,533
2020-06-18 00:15:44
4,181,833,256,558,614,000
fraud_Block-Parisian
misc_net
4.75
Jessica
Potter
F
7600 Stephen Course Suite 031
Red River
NM
87,558
36.6659
-105.4694
606
Surveyor, land/geomatics
1988-09-06
95d49343d94009307f64f6d7c7d44648
1,371,514,544
36.379877
-104.657283
0
1,288,534
2020-06-18 00:16:22
4,452,366,298,769,043
fraud_Volkman Ltd
misc_net
1.8
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
bada0b99bcd4f20f75a3463ad51d69fb
1,371,514,582
32.097004
-97.479399
0
1,288,535
2020-06-18 00:19:46
4,169,388,510,116
fraud_Reynolds-Schinner
misc_pos
4.3
Marcia
Molina
F
6744 Jimmy Extensions
Port Gibson
NY
14,537
43.033
-77.1575
207
Database administrator
1962-09-27
e14314d7dbbe4b965650917fcda1a2c2
1,371,514,786
42.919949
-77.916878
0
1,288,536
2020-06-18 00:20:18
377,654,590,313,960
fraud_Runte-Mohr
food_dining
57.14
Lawrence
Davis
M
7421 Serrano Lane Apt. 580
Powell
TN
37,849
36.0435
-84.04
25,459
Teacher, special educational needs
1969-02-22
67c269804b7d0171e4647da5e0f8acd0
1,371,514,818
35.468333
-83.834822
0
1,288,537
2020-06-18 00:20:27
2,286,236,465,059,468
fraud_Schultz, Simonis and Little
grocery_pos
113.85
Morgan
Murray
F
2788 Brittney Island
Blairstown
MO
64,726
38.5319
-93.9221
467
Agricultural consultant
1950-05-27
c878ce89b73c664210e9efa6600274be
1,371,514,827
38.472852
-94.562942
0
1,288,538
2020-06-18 00:22:23
4,715,741,951,931,169,000
fraud_Pacocha-O'Reilly
grocery_pos
134.97
Robert
Drake
M
463 Willie Estates
Burbank
OK
74,633
36.6966
-96.7869
471
Sub
1941-03-30
4bacfb717e49a0047cfb8086c2e87ae0
1,371,514,943
37.098514
-96.054391
0
1,288,539
2020-06-18 00:22:28
3,560,697,798,177,746
fraud_Harber Inc
gas_transport
86.18
Matthew
Young
M
8840 Miller Port Suite 645
Indian Wells
CA
92,210
33.7163
-116.3381
4,677
Learning mentor
1955-05-06
b30365b816314d8fa6af16ef01d6510b
1,371,514,948
34.569105
-117.143197
0
1,288,540
2020-06-18 00:23:46
377,113,842,678,100
fraud_Kiehn Inc
grocery_pos
109.65
Billy
Gallagher
M
673 Delgado Burg
Greenwich
NJ
8,323
39.4055
-75.3209
804
Insurance risk surveyor
1965-03-25
4df59af7c95f6601a6bf6bdc7c19cd40
1,371,515,026
40.130345
-74.582224
0
1,288,541
2020-06-18 00:25:21
4,393,520,897,625
fraud_Trantow PLC
grocery_net
44.77
Charles
Rodriguez
M
240 Tracy Forges
Easton
KS
66,020
39.3391
-95.0999
1,442
Air broker
1982-05-20
c040596abc5ba32447bdce4090bccc36
1,371,515,121
39.780378
-94.701064
0
1,288,542
2020-06-18 00:26:07
30,044,330,818,990
fraud_Schultz, Simonis and Little
grocery_pos
167.39
Allison
Ayala
F
87665 Karen Mill Apt. 586
Fort Myers
FL
33,967
26.4722
-81.8122
224,256
Paramedic
1985-08-29
fe8bac457ff876ec030d2b886294af4c
1,371,515,167
25.624863
-82.248688
0
1,288,543
2020-06-18 00:26:41
340,951,438,290,556
fraud_Erdman-Kertzmann
gas_transport
76.86
Maria
Garcia
F
865 Thomas Village
Orangeburg
NY
10,962
41.0442
-73.9609
5,950
Records manager
1971-07-02
715ee4e575cee99cae859ae30ef5facd
1,371,515,201
41.973395
-74.296628
0
1,288,544
2020-06-18 00:27:25
4,990,494,243,023
fraud_Boyer PLC
shopping_net
71.01
Martin
Ford
M
56812 Francis Courts
Corriganville
MD
21,524
39.6967
-78.8031
626
Energy engineer
1960-12-13
299f360d5332e22b39846486bca23dc9
1,371,515,245
40.511256
-78.80261
0
1,288,545
2020-06-18 00:28:16
6,595,970,453,799,027
fraud_Koepp-Parker
grocery_pos
134.15
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
0448fa56c0b6d0db0b9e027b3a07470d
1,371,515,296
40.970428
-74.894607
0
1,288,546
2020-06-18 00:30:42
6,554,245,334,757,802
fraud_Klein Group
entertainment
58.19
Monique
Robinson
F
07712 Marcus Divide Apt. 831
Laguna Hills
CA
92,637
33.615
-117.7114
45,303
Sales executive
1969-12-22
71b7bfbad0b6a3cf61b338743d74d0d5
1,371,515,442
33.082418
-116.836306
0
1,288,547
2020-06-18 00:30:44
6,526,777,409,109,795
fraud_Connelly PLC
food_dining
56.6
Michael
Garner
M
0157 Samuel Mission Suite 379
South Richmond Hill
NY
11,419
40.6868
-73.823
47,211
Site engineer
1937-02-01
881e7bf70b8fde1a0e52275cca0408f0
1,371,515,444
41.479815
-73.431625
0
1,288,548
2020-06-18 00:32:31
675,945,690,716
fraud_Harber Inc
gas_transport
61.72
Ellen
Smith
F
285 George Lake
Beaver Falls
PA
15,010
40.7687
-80.3592
28,425
Podiatrist
2000-06-09
e225fdb3b98ee1de200ef5b32849b73f
1,371,515,551
41.298711
-81.267781
0
1,288,549
2020-06-18 00:33:54
30,487,648,872,433
fraud_Kihn Inc
shopping_pos
1.77
Stephanie
Crane
F
144 Martinez Curve
Central
IN
47,110
38.097
-86.1723
350
Counsellor
1955-01-05
77fe84f81dc2dea3a2f927a2eae0e895
1,371,515,634
37.946048
-85.6994
0
1,288,550
2020-06-18 00:34:09
378,904,938,837,132
fraud_Bogisich Inc
grocery_pos
105.5
Tina
Zimmerman
F
3595 Susan Island Suite 063
Thomas
OK
73,669
35.7382
-98.7388
1,675
Barrister
1986-05-01
861dca3786649d07c90e1d7e1a22c5e9
1,371,515,649
36.483876
-99.338796
0
1,288,551
2020-06-18 00:34:32
213,102,873,001,603
fraud_Streich, Hansen and Veum
gas_transport
61.86
Joanne
Padilla
F
477 Alejandro Knolls Suite 828
Gardiner
OR
97,441
43.7857
-124.1437
260
Engineer, maintenance
1956-09-01
99e2fb9cb750768a7fbd47d366974b1d
1,371,515,672
43.365752
-125.029573
0
1,288,552
2020-06-18 00:35:53
6,011,104,316,292,105
fraud_Cole PLC
grocery_pos
119.51
Valerie
Davis
F
3861 Anderson Ramp Apt. 536
Drakes Branch
VA
23,937
36.9688
-78.5615
1,970
Energy engineer
1985-09-02
908063f5650fe8d8d292521e8ef8d11e
1,371,515,753
36.955776
-78.915622
0
1,288,553
2020-06-18 00:35:58
180,011,453,250,192
fraud_Runolfsson and Sons
grocery_net
50.88
Craig
Dunn
M
721 Jacqueline Brooks
New Boston
IL
61,272
41.2153
-90.9879
1,504
Manufacturing engineer
1993-10-05
08568948b861745a235fa19ef34cd3fd
1,371,515,758
40.498515
-90.173968
0
1,288,554
2020-06-18 00:36:15
371,284,424,780,634
fraud_Kerluke PLC
misc_net
8.57
Jeremy
Moore
M
574 Patricia Extensions
Lubbock
TX
79,413
33.5466
-101.8871
254,282
Doctor, general practice
1952-01-29
44a21af08ce13154dd0e7885ae7e8800
1,371,515,775
34.259257
-101.714
0
1,288,555
2020-06-18 00:37:13
30,131,826,429,364
fraud_McGlynn-Jaskolski
misc_pos
39.18
Brianna
Foley
F
57256 Raymond Ports
Knoxville
TN
37,932
35.9335
-84.1481
391,389
Designer, industrial/product
1994-04-22
f4ee01f3859849ed984cf7f9e5ef2649
1,371,515,833
36.812755
-83.191074
0
1,288,556
2020-06-18 00:38:39
3,562,264,947,797,243
fraud_Jast Ltd
shopping_net
7.42
Anthony
Velasquez
M
609 Hunt Grove
Saint Francis
KY
40,062
37.6047
-85.4251
301
Research officer, political party
1967-03-17
64d56535a7f18b1bb1dee294d2eb0c8d
1,371,515,919
38.121122
-85.368868
0
1,288,557
2020-06-18 00:40:53
4,255,397,449,664,186,000
fraud_Howe PLC
entertainment
207.24
George
Smith
M
7377 Walton Extensions Apt. 979
Dallas
TX
75,236
32.69
-96.9177
1,263,321
Designer, interior/spatial
1952-09-27
ec37f6f887fe12a04a3d68ef12bc6e64
1,371,516,053
33.010223
-97.913581
0
1,288,558
2020-06-18 00:41:05
376,944,481,517,097
fraud_Mayert Group
shopping_pos
4.87
Tiffany
Stephens
F
1447 Ryan Lodge
Grand Bay
AL
36,541
30.4983
-88.3282
15,647
Scientist, physiological
1957-12-26
3791cd65a899f712d717d7e6d26e5baa
1,371,516,065
30.89649
-88.849976
0
1,288,559
2020-06-18 00:42:53
4,259,996,134,423
fraud_Fisher Inc
shopping_net
7.95
Julie
Johnson
F
9331 Robert Passage Suite 327
Hudson
KS
67,545
38.1485
-98.6408
215
Probation officer
1968-11-22
3439b36a696c2941545a89261e1a04ed
1,371,516,173
38.1307
-99.113706
0
1,288,560
2020-06-18 00:43:13
4,319,584,480,204,989,000
fraud_Conroy Ltd
shopping_pos
228.6
Kathleen
Nash
F
010 Salazar Walk
Cromona
KY
41,810
37.1788
-82.695
502
Chief Financial Officer
1960-02-01
95442d52ef004c0ff3e5b2e6e3f80fa2
1,371,516,193
37.791091
-83.51852
0
1,288,561
2020-06-18 00:43:59
180,046,765,320,457
fraud_Raynor, Reinger and Hagenes
gas_transport
77.77
Jared
Camacho
M
4257 Perez Mall
Canton
OH
44,702
40.8027
-81.3739
192,805
Building control surveyor
1963-06-30
6f1a7ae8b1909c5a5bdcaa25ebf51034
1,371,516,239
41.495942
-81.398939
0
1,288,562
2020-06-18 00:44:33
3,559,160,581,764,413
fraud_Dickinson Ltd
misc_pos
38.71
Allen
Bell
M
70147 Amanda Fields
Saint Bonaventure
NY
14,778
42.2701
-78.6847
1,453
Toxicologist
1974-02-15
201664ce43b7a9ab0b7495a57c4bdee4
1,371,516,273
42.92293
-79.148857
0
1,288,563
2020-06-18 00:44:33
4,147,608,975,828,480
fraud_Kuhn LLC
misc_net
5.83
Edward
Tapia
M
354 Gutierrez Gateway
Comfrey
MN
56,019
44.1111
-94.9134
914
Health and safety adviser
1944-07-26
3f8dd1f013150de1373462281e8ca332
1,371,516,273
45.02115
-94.125084
0
1,288,564
2020-06-18 00:44:58
4,383,521,454,815
fraud_Tillman, Dickinson and Labadie
gas_transport
69.83
John
Robertson
M
209 Austin Stream Apt. 231
Indianapolis
IN
46,290
39.9347
-86.1633
910,148
Academic librarian
1987-09-22
cf3403f404e4fb4b647bda38b8d1ed3e
1,371,516,298
39.670625
-85.289194
0
1,288,565
2020-06-18 00:45:44
375,248,307,838,179
fraud_Kiehn-Emmerich
grocery_pos
139.27
Joshua
Mendoza
M
4215 Miranda Field Suite 326
Tallmansville
WV
26,237
38.8564
-80.158
571
Accounting technician
1967-09-16
3f283b879e12659c9a2f21a949f69c2a
1,371,516,344
39.82885
-79.636134
0
1,288,566
2020-06-18 00:46:52
342,351,256,941,125
fraud_Durgan-Auer
misc_net
561.25
Rebecca
Obrien
F
5619 Mendoza Inlet
Juliette
GA
31,046
33.1194
-83.8235
3,343
Theatre manager
1990-06-08
c11ecdbc9f15386c049eca09cd5e1287
1,371,516,412
32.441057
-83.881773
0
1,288,567
2020-06-18 00:48:13
6,011,542,681,743,618
fraud_Kuvalis Ltd
gas_transport
64.76
Emily
Hall
F
8851 Reese Neck
Basye
VA
22,810
38.8089
-78.7776
863
Engineer, mining
1972-08-09
5e8a82508b070eafad39d826cfb60e0e
1,371,516,493
39.430079
-78.842502
0
1,288,568
2020-06-18 00:50:02
630,451,534,402
fraud_Dooley-Thompson
misc_net
7.79
Rachel
Daniels
F
561 Little Plain Apt. 738
Wetmore
MI
49,895
46.3535
-86.6345
765
Immunologist
1972-06-12
327510b4f6bebd9aea4042a26d3b975e
1,371,516,602
47.035929
-87.13204
0
1,288,569
2020-06-18 00:50:59
3,533,177,016,567,295
fraud_Zboncak, Rowe and Murazik
shopping_net
2.03
Derek
Bentley
M
782 Lee Crossing Apt. 209
Weeping Water
NE
68,463
40.8731
-96.1528
1,517
Dealer
1951-11-08
11397fc5a9b6f2dfd3fb3fcde4e3b78d
1,371,516,659
40.956514
-97.0952
0
1,288,570
2020-06-18 00:51:02
3,512,365,128,314,616
fraud_Cole PLC
grocery_pos
42.81
Francisco
Kemp
M
9554 Flores Drive
Arnold
MO
63,010
38.4305
-90.387
35,439
Land/geomatics surveyor
1985-03-31
8f74e5906662d39301776e66827830f2
1,371,516,662
39.419541
-89.761249
0
1,288,571
2020-06-18 00:51:49
4,742,883,543,039,288,000
fraud_Schultz, Simonis and Little
grocery_pos
109.73
Cassandra
Sanders
F
78117 George Mountains
Paauilo
HI
96,776
20.0271
-155.3697
1,490
Scientist, research (maths)
1991-04-13
4dd8bdf8444f91e8a8e596ece78761e7
1,371,516,709
20.656263
-154.782032
0
1,288,572
2020-06-18 00:52:01
4,149,635,823,017
fraud_Cummings LLC
gas_transport
69.06
Samuel
Farrell
M
428 Michael Tunnel Apt. 377
Cleveland
AL
35,049
33.9778
-86.5598
3,996
Aid worker
1977-06-14
af3afa049a7a9b1b9f72dfda83b59040
1,371,516,721
33.368579
-86.222742
0
1,288,573
2020-06-18 00:53:19
3,566,094,707,272,327
fraud_Swift, Bradtke and Marquardt
grocery_net
39.28
Kristina
Stewart
F
47029 Jimmy Tunnel Apt. 106
Newhall
CA
91,321
34.3795
-118.523
34,882
Health physicist
1971-04-25
be2f94d82c6971fe7ab99eb1e3007e9a
1,371,516,799
34.549127
-118.359059
0
1,288,574
2020-06-18 00:53:40
344,342,339,068,828
fraud_Quitzon, Green and Bashirian
shopping_pos
3.04
Ruth
Fuller
F
37732 Joe Courts Apt. 752
Darien
GA
31,305
31.3826
-81.4312
5,989
Tax adviser
1967-05-05
f66922a8c28299098338c99bae4cfe4f
1,371,516,820
32.011224
-81.781933
0
1,288,575
2020-06-18 00:55:19
377,550,167,323,848
fraud_Flatley Group
misc_pos
8.77
Kevin
Walters
M
87227 Tapia Burgs
Auburn
ME
4,210
44.0948
-70.239
23,045
Tourist information centre manager
1958-09-02
b82bf61f1499886da0fce3935457e9bf
1,371,516,919
44.04234
-69.364766
0
1,288,576
2020-06-18 00:55:38
3,583,293,909,206,278
fraud_Rau and Sons
grocery_pos
124.56
Deborah
Fisher
F
1911 Fisher Brook
Kirtland Afb
NM
87,117
35.0203
-106.5503
310
Surveyor, land/geomatics
1978-09-30
1fc2e95be90a5524759db3006bdbf7fa
1,371,516,938
35.366374
-105.771578
0
1,288,577
2020-06-18 00:57:27
6,011,399,591,920,186
fraud_Heller, Gutmann and Zieme
grocery_pos
89.79
Maria
Roy
F
58665 Nicholas Ford Suite 348
Sheffield
MA
1,257
42.1001
-73.3611
2,121
Radio producer
1973-10-14
e0ace3984bb3c239b633e2c6106f0cee
1,371,517,047
42.554684
-73.059536
0
1,288,578
2020-06-18 00:57:48
2,266,735,643,685,262
fraud_Emard Inc
gas_transport
56.36
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
1972-07-25
bcc1513dff75c4cd9eafe88753b1aa14
1,371,517,068
35.175417
-86.405178
0
1,288,579
2020-06-18 00:58:27
630,425,673,344
fraud_Christiansen, Goyette and Schamberger
gas_transport
52.96
Bryan
Miller
M
411 Laurie Fords
Cass
WV
24,927
38.388
-79.9906
365
Special effects artist
1970-03-14
3faf34e39c18e758b2d4f3abcefc460a
1,371,517,107
38.443728
-80.972423
0
1,288,580
2020-06-18 00:58:39
3,527,536,963,490,470
fraud_Padberg-Welch
grocery_pos
361.74
Teresa
Stein
F
2838 White Fields Apt. 473
Brunson
SC
29,911
32.9413
-81.1807
1,725
Social researcher
1974-12-05
c6980fe74cbc8db95e24959b3faa447c
1,371,517,119
32.778751
-80.339052
1
1,288,581
2020-06-18 01:01:27
6,515,067,575,568,369
fraud_Morar Inc
grocery_net
85.78
Kevin
Pena
M
2674 Bentley Radial
Damascus
VA
24,236
36.6403
-81.7776
3,085
Land/geomatics surveyor
1990-10-15
ed116bdbbcac7cc61999615a866ea6a2
1,371,517,287
37.628646
-82.775814
0
1,288,582
2020-06-18 01:01:53
4,430,881,574,719,618
fraud_Goyette Inc
shopping_net
128.09
Alicia
Morales
F
4456 Dunn Roads
Meredith
CO
81,642
39.3199
-106.6596
61
Public relations account executive
1939-11-04
c22911d238d9d116421a03d061d61885
1,371,517,313
38.33258
-105.891472
0
1,288,583
2020-06-18 01:02:11
3,598,215,285,024,754
fraud_Moen, Reinger and Murphy
grocery_pos
172.63
Ashley
Lopez
F
9333 Valentine Point
Bellmore
NY
11,710
40.6729
-73.5365
34,496
Librarian, public
1970-10-21
61bca4aed0b328015a0697edb4c256f6
1,371,517,331
41.559057
-72.631209
0
1,288,584
2020-06-18 01:03:03
3,534,093,764,340,240
fraud_Corwin-Collins
gas_transport
102.94
Jeremy
White
M
9443 Cynthia Court Apt. 038
Boulder
MT
59,632
46.2306
-112.1138
1,939
Patent attorney
1967-01-12
c9d6680a37166d2cdbdf6012e6378d1a
1,371,517,383
45.469148
-111.116207
0
1,288,585
2020-06-18 01:03:26
349,612,764,943,496
fraud_Auer-Mosciski
grocery_pos
119.08
Xavier
Beltran
M
61107 Edwards Dam Apt. 463
Big Creek
KY
40,914
37.1046
-83.5706
467
Psychologist, forensic
1984-06-04
f3864768f593dd25c184790999982e73
1,371,517,406
37.52362
-84.392262
0
1,288,586
2020-06-18 01:03:50
2,512,312,531,485,080
fraud_Sporer Inc
gas_transport
75
John
Mccormick
M
79414 Clark Lakes Suite 966
Warren
MI
48,088
42.5164
-82.9832
134,056
Producer, radio
1956-10-08
bec6f60ed38beefe44918d241931706d
1,371,517,430
42.340826
-83.314523
0
1,288,587
2020-06-18 01:04:13
4,716,561,796,955,522
fraud_Kutch LLC
gas_transport
61.07
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
0f77e36f64f9e1af098c89cc7b66ddaa
1,371,517,453
48.720497
-112.200442
0
1,288,588
2020-06-18 01:05:32
4,906,628,655,840,914,000
fraud_Deckow-O'Conner
grocery_pos
60.68
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
3b6e53622d2ea4fb788033e1bf2f9c4c
1,371,517,532
24.753039
-81.177479
0
1,288,589
2020-06-18 01:12:32
370,877,495,212,014
fraud_Parisian, Schiller and Altenwerth
misc_net
152.46
Sarah
Clark
F
25961 Beverly Union Apt. 042
North Wilkesboro
NC
28,659
36.2017
-81.1286
21,134
Dispensing optician
1984-03-06
39cd8c88b05f2e93fa6abfca07442b34
1,371,517,952
35.293034
-81.500879
0
1,288,590
2020-06-18 01:15:48
3,573,386,445,588,324
fraud_Reichert, Shanahan and Hayes
shopping_net
5.92
Stephanie
Murphy
F
526 Stacy Walks
Barnard
SD
57,426
45.7205
-98.5534
63
Systems developer
1969-10-30
b9d7b90eebe1154ecfab128a8dc661cf
1,371,518,148
44.845253
-97.925617
0
1,288,591
2020-06-18 01:15:58
3,560,318,482,131,952
fraud_Rowe, Batz and Goodwin
grocery_pos
368.88
William
Skinner
M
524 Wu Spurs Suite 894
Mount Hope
AL
35,651
34.4793
-87.4769
1,312
Librarian, academic
1955-02-01
e337a0c4ab775ac9287829a1f70f0d84
1,371,518,158
35.178772
-87.451901
1
1,288,592
2020-06-18 01:17:03
4,682,744,518,117,239
fraud_Simonis-Prohaska
misc_pos
14.58
Gregory
Webster
M
66035 Benjamin Villages
Syracuse
MO
65,354
38.6547
-92.8929
628
Radiographer, diagnostic
1961-12-18
0a74036adf5c09113a00f8f65dd4c150
1,371,518,223
38.714312
-92.254341
0
1,288,593
2020-06-18 01:17:41
4,561,892,980,175
fraud_Kilback LLC
food_dining
63.96
Jacqueline
Allen
F
166 Lisa Fords
Greenwood
IN
46,143
39.596
-86.1309
78,968
Financial adviser
1968-02-10
330136678aec52b80344daa3e4bc9fdb
1,371,518,261
40.57514
-86.51207
0
1,288,594
2020-06-18 01:18:56
4,683,520,018,489,354
fraud_Ledner-Pfannerstill
gas_transport
76.54
Charles
Carrillo
M
17547 Stephen Turnpike Apt. 846
Hawthorne
CA
90,250
33.9143
-118.3493
93,193
Editor, magazine features
1995-04-19
956aa373254c174d7cd9c2bcaed03201
1,371,518,336
33.357081
-118.880585
0
1,288,595
2020-06-18 01:20:19
2,297,447,006,766,555
fraud_Bogisich Inc
grocery_pos
154.39
Laura
Walker
F
611 Michael Rue
Cisco
IL
61,830
39.9972
-88.6962
478
Landscape architect
1960-01-13
3a3c4103256024f611e0d97e63c37c34
1,371,518,419
39.717335
-89.190128
0
1,288,596
2020-06-18 01:21:08
4,839,615,922,685,395
fraud_Jones, Sawayn and Romaguera
misc_net
10.11
Phillip
Robertson
M
85344 Smith Gateway Apt. 280
Harrodsburg
IN
47,434
39.013
-86.5457
76
Social researcher
1955-05-06
6206b5414b949f43dc7944599ab58518
1,371,518,468
39.36617
-87.408054
0
1,288,597
2020-06-18 01:22:09
501,899,453,424
fraud_Zboncak LLC
food_dining
139.86
Jessica
Dominguez
F
06393 Nancy Parkways Suite 855
Gadsden
AL
35,903
33.9845
-85.9077
67,082
Ceramics designer
1970-01-08
1a4369bbd85c1477076b8c0b4c4246dc
1,371,518,529
33.271801
-85.195909
0
1,288,598
2020-06-18 01:22:57
3,518,234,918,950,662
fraud_Block-Parisian
misc_net
86.04
Barbara
Lowe
F
67210 Lori Creek
Sherman
TX
75,092
33.6372
-96.6184
46,563
Systems developer
1970-09-11
77ab49e0ebecf02d5fcb32b2f8b7d7cb
1,371,518,577
33.124185
-97.426108
0
1,288,599
2020-06-18 01:23:25
567,868,110,212
fraud_Casper, Hand and Zulauf
grocery_pos
187.76
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
1984-12-16
8633fe40b5d1accb3fec3843371198ee
1,371,518,605
29.0379
-95.22947
0