Unnamed: 0
int64
trans_date_trans_time
string
cc_num
int64
merchant
string
category
string
amt
float64
first
string
last
string
gender
string
street
string
city
string
state
string
zip
int64
lat
float64
long
float64
city_pop
int64
job
string
dob
string
trans_num
string
unix_time
int64
merch_lat
float64
merch_long
float64
is_fraud
int64
7,400
2020-06-23 10:14:53
30,560,609,640,617
fraud_Ankunding LLC
shopping_net
2.98
Michael
Olson
M
558 Michael Estates
Luray
MO
63,453
40.4931
-91.8912
519
Town planner
1966-02-13
ec10d0a77cc048dab80e95166618f1f0
1,371,982,493
40.142886
-91.843724
0
7,401
2020-06-23 10:15:42
4,505,383,113,689
fraud_Simonis-Prohaska
misc_pos
3.75
Alicia
Hawkins
F
507 John Overpass Suite 424
Harwood
MD
20,776
38.8582
-76.6145
3,289
Quantity surveyor
1933-03-15
f99a3678d9f86a5dfa039cf896e6c686
1,371,982,542
39.678199
-77.335118
0
7,402
2020-06-23 10:15:56
6,011,348,830,550,197
fraud_Klocko LLC
misc_net
3.23
Samuel
Johnston
M
16285 Jessica Lights
Birmingham
AL
35,229
33.4629
-86.7904
493,806
Musician
1980-07-12
d78bfea7e004fe0e15db7803fc3539a1
1,371,982,556
33.087608
-87.516467
0
7,403
2020-06-23 10:16:28
30,487,648,872,433
fraud_Padberg-Rogahn
entertainment
26.23
Stephanie
Crane
F
144 Martinez Curve
Central
IN
47,110
38.097
-86.1723
350
Counsellor
1955-01-05
19b71cbc6bf6e5e76f6157ebe42739fe
1,371,982,588
37.848955
-85.356738
0
7,404
2020-06-23 10:16:28
371,226,440,126,102
fraud_Hackett-Lueilwitz
grocery_pos
96.39
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
87f6fb53c4955c7255041a8e8f499e5c
1,371,982,588
39.375258
-89.529157
0
7,405
2020-06-23 10:16:36
6,011,603,272,871,604
fraud_Emard Inc
gas_transport
78.7
Robert
Holland
M
431 Tracy Expressway
Milner
GA
30,257
33.141
-84.1759
4,138
Field seismologist
1969-05-16
4e5bf0703e49fbd8d963f26c55a17551
1,371,982,596
32.602825
-83.851522
0
7,406
2020-06-23 10:16:42
6,517,217,825,320,610
fraud_Bradtke PLC
grocery_pos
146.01
James
Reese
M
26975 Richardson Mills Apt. 402
Sontag
MS
39,665
31.6453
-90.1801
1,196
Librarian, academic
1958-06-11
932c9116e95ad2279ce6ab4f28eb7788
1,371,982,602
30.789325
-90.581884
0
7,407
2020-06-23 10:16:49
4,536,996,888,716,062,000
fraud_Kutch LLC
gas_transport
58.16
Nathan
Mendoza
M
767 Adam Mill Apt. 115
Espanola
NM
87,533
35.9866
-106.0654
18,408
Historic buildings inspector/conservation officer
1972-07-18
8c78a91bee9bb7875c2e0231cc60daad
1,371,982,609
36.383511
-106.520888
0
7,408
2020-06-23 10:17:36
4,244,953,610,136,705,500
fraud_Kris-Padberg
shopping_pos
160.4
Christopher
Odom
M
81446 Nicole Highway Apt. 874
Richland
NJ
8,350
39.485
-74.8776
825
Licensed conveyancer
1991-07-06
2393089c57ad884fc3d59a1d4811eca5
1,371,982,656
38.69332
-74.782961
0
7,409
2020-06-23 10:18:15
577,588,686,219
fraud_Pacocha-O'Reilly
grocery_pos
53.26
James
Strickland
M
25454 Leonard Lake
Spring Church
PA
15,686
40.6153
-79.4545
972
Public relations account executive
1997-10-23
02eed61b0327342428d5d6657eb7be0e
1,371,982,695
40.676844
-79.397935
0
7,410
2020-06-23 10:18:18
4,777,065,439,639,721
fraud_Wolf Inc
grocery_pos
127.81
Peter
Caldwell
M
08966 Beltran Route Suite 905
Oaks
PA
19,456
40.1334
-75.4536
737
Oceanographer
1987-04-24
256e10edda1848239b99b840e3beed93
1,371,982,698
40.719027
-75.207594
0
7,411
2020-06-23 10:18:23
4,471,568,287,204
fraud_Pfeffer and Sons
shopping_pos
6.07
Dakota
Maldonado
M
369 Cochran Radial
Pelham
NC
27,311
36.4899
-79.4736
3,402
Insurance underwriter
1927-10-24
c9d2a07209f0002a94cfdcda00dd9a2c
1,371,982,703
37.022159
-79.508271
0
7,412
2020-06-23 10:18:26
4,973,530,368,125,489,000
fraud_Kiehn-Emmerich
grocery_pos
102.6
Mary
Rodriguez
F
8986 Fitzgerald Plains
Winslow
AR
72,959
35.8312
-94.1187
2,786
Musician
1965-09-27
378e1767012357fcfeeb60a35f635fda
1,371,982,706
35.183165
-93.881298
0
7,413
2020-06-23 10:19:42
5,540,636,818,935,089
fraud_Koepp-Witting
grocery_pos
60.13
Kenneth
Foster
M
329 Michael Extension
Lawrence
MA
1,843
42.6911
-71.1605
76,383
Geoscientist
1985-04-04
f74eded727c15e3b8cadca310301bfe0
1,371,982,782
41.729911
-70.661547
0
7,414
2020-06-23 10:19:51
630,469,040,731
fraud_Schuppe, Nolan and Hoeger
shopping_pos
14.03
Meredith
Ayala
F
7107 Henderson Station
Cascade Locks
OR
97,014
45.671
-121.8686
1,288
Barrister
1936-05-01
b002d937455889d1e6302df3d7fc3924
1,371,982,791
46.481936
-121.613612
0
7,415
2020-06-23 10:19:57
4,502,539,526,809,430,000
fraud_Jast and Sons
food_dining
42.02
Stephanie
Cummings
F
1025 Robin Square
Ash Flat
AR
72,513
36.2201
-91.6421
2,856
Hydrologist
1926-08-27
9a1a1a1c943bb945e4a7541db28f9ee5
1,371,982,797
35.893839
-92.346655
0
7,416
2020-06-23 10:20:01
584,673,555,952
fraud_Kris-Padberg
shopping_pos
7.99
Jessica
Jordan
F
071 Wise Trace
Coleharbor
ND
58,531
47.5196
-101.2332
307
Make
1930-08-13
826553654317f9927c5fddf455233fed
1,371,982,801
48.48268
-101.512393
0
7,417
2020-06-23 10:20:07
571,314,334,723
fraud_Eichmann, Bogan and Rodriguez
gas_transport
33.47
Lori
Mclean
F
4548 Werner Wells Apt. 441
Mc Clellandtown
PA
15,458
39.8882
-79.8694
2,379
Sales professional, IT
1971-01-19
b3afa8742ac62c9d55786b37b00f3dfa
1,371,982,807
39.915701
-79.07976
0
7,418
2020-06-23 10:21:20
4,683,520,018,489,354
fraud_Murray-Smitham
grocery_pos
38.36
Charles
Carrillo
M
17547 Stephen Turnpike Apt. 846
Hawthorne
CA
90,250
33.9143
-118.3493
93,193
Editor, magazine features
1995-04-19
15c10b0076a6ef0a3c72a38297d2b9e7
1,371,982,880
34.712267
-118.350387
0
7,419
2020-06-23 10:21:23
38,580,485,618,059
fraud_Jast-McDermott
shopping_pos
2.9
Teresa
Clark
F
1323 Derek Mission
Noonan
ND
58,765
48.8856
-103.0098
248
Industrial/product designer
1968-05-13
ded4e769ed7b6b14a2f4aad969f8a60a
1,371,982,883
48.314673
-103.749428
0
7,420
2020-06-23 10:21:28
4,092,452,671,396,169,700
fraud_Parisian, Schiller and Altenwerth
misc_net
827.94
Jeffrey
Vargas
M
478 Alexandria Mount
Bolton
NC
28,423
34.3091
-78.3372
2,290
Engineer, biomedical
1945-12-07
e3010e097b5f9e3511e7268b758ea91b
1,371,982,888
34.749054
-79.268155
0
7,421
2020-06-23 10:22:21
4,488,941,175,228,467
fraud_Prohaska-Murray
gas_transport
65.99
Jacqueline
Washington
F
138 Stephen Ridges Apt. 978
Umatilla
FL
32,784
28.9254
-81.6801
11,432
Private music teacher
1986-03-31
9f0b350762dce61ae9ed73e1d2443ced
1,371,982,941
28.375216
-81.419792
0
7,422
2020-06-23 10:22:48
213,154,573,301,411
fraud_Pagac LLC
shopping_pos
132.96
Christopher
Sheppard
M
39218 Baker Shoals
Bristow
IN
47,515
38.1981
-86.6821
965
Horticultural therapist
1982-02-10
287bb1b6b7df244b1d8d1435c48f7fcd
1,371,982,968
37.396047
-86.079147
0
7,423
2020-06-23 10:23:57
3,526,826,139,003,047
fraud_Hayes, Marquardt and Dibbert
misc_net
4.29
Nathan
Massey
M
5783 Evan Roads Apt. 465
Falmouth
MI
49,632
44.2529
-85.017
1,126
Furniture designer
1955-07-06
e1538ed9bb681a3b520aed5707808aea
1,371,983,037
43.447042
-84.485526
0
7,424
2020-06-23 10:24:25
36,153,880,429,415
fraud_McDermott-Weimann
grocery_pos
48.87
Erik
Stevens
M
84033 Pitts Overpass
Lakeland
FL
33,809
28.1762
-81.9591
237,282
Plant breeder/geneticist
1949-10-13
eddb5f2053425b56f7612104bfe998c8
1,371,983,065
28.130419
-82.225861
0
7,425
2020-06-23 10:25:08
4,306,586,894,261,180
fraud_Kihn-Fritsch
food_dining
54.8
Renee
Walls
F
86542 Jessica Fords Apt. 706
Veedersburg
IN
47,987
40.1186
-87.2602
4,049
Development worker, community
1959-10-19
6a61ab5be0255cedb7338876188a9c02
1,371,983,108
39.29717
-86.564407
0
7,426
2020-06-23 10:27:01
4,428,154,703,770,710
fraud_Volkman Ltd
misc_net
1.14
Brittany
Guerra
F
79209 Gary Dale
Colton
WA
99,113
46.5901
-117.1692
761
Chief Marketing Officer
1943-06-30
55ef6e91c6a4da4049d2709a6bdec59a
1,371,983,221
46.276153
-116.704323
0
7,427
2020-06-23 10:27:23
375,534,208,663,984
fraud_Johnston, Nikolaus and Maggio
grocery_net
49.37
Tyler
Garcia
M
408 Bradley Rest
Doe Hill
VA
24,433
38.4207
-79.4629
99
Dance movement psychotherapist
1986-03-28
018a7892af7db4910496785bc8ebaf48
1,371,983,243
38.00759
-80.083539
0
7,428
2020-06-23 10:28:52
3,590,736,522,064,285
fraud_Lockman, West and Runte
grocery_pos
179.01
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
1975-12-20
0d39c89e9e973d3ef5e5f40035202556
1,371,983,332
35.471175
-92.518684
0
7,429
2020-06-23 10:29:33
374,930,071,163,758
fraud_Kovacek, Dibbert and Ondricka
grocery_pos
56.62
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
c91b522e898abee2aa2f494fbcc7bdb9
1,371,983,373
41.26497
-83.245843
0
7,430
2020-06-23 10:30:30
3,573,386,445,588,324
fraud_Donnelly PLC
misc_net
7.83
Stephanie
Murphy
F
526 Stacy Walks
Barnard
SD
57,426
45.7205
-98.5534
63
Systems developer
1969-10-30
e3405a3fc00dc53699e9c820be479efa
1,371,983,430
44.859856
-99.091397
0
7,431
2020-06-23 10:30:32
4,149,635,823,017
fraud_Tillman, Fritsch and Schmitt
misc_net
7.74
Samuel
Farrell
M
428 Michael Tunnel Apt. 377
Cleveland
AL
35,049
33.9778
-86.5598
3,996
Aid worker
1977-06-14
a834d5cf8bf0b5624d5279d6f0f53726
1,371,983,432
33.252168
-86.951305
0
7,432
2020-06-23 10:30:37
4,079,773,899,158
fraud_Lynch Ltd
shopping_pos
2.28
Eric
Preston
M
7020 Doyle Stream Apt. 951
Mesa
ID
83,643
44.6255
-116.4493
129
Cartographer
1965-12-15
b82dd657f5845babcf014f023f60c484
1,371,983,437
45.313891
-116.270912
0
7,433
2020-06-23 10:31:10
630,423,337,322
fraud_Dooley-Thompson
misc_net
5.46
Stephanie
Gill
F
43039 Riley Greens Suite 393
Orient
WA
99,160
48.8878
-118.2105
149
Special educational needs teacher
1978-06-21
5b6b275f803ed625fbe467dc37ada05a
1,371,983,470
48.118832
-117.248084
0
7,434
2020-06-23 10:31:12
4,807,552,641,361
fraud_Rohan, White and Aufderhar
misc_net
1.9
Kimberly
Castro
F
588 Smith Lights Suite 786
Rosewood
OH
43,070
40.2158
-83.9579
133
Professor Emeritus
1954-01-29
aebb22ac2f2a12ac2f5143f7343cc22f
1,371,983,472
41.039553
-84.080805
0
7,435
2020-06-23 10:31:48
4,607,072,969,078,276
fraud_Raynor, Reinger and Hagenes
gas_transport
61.42
Brenda
Perez
F
033 Tara Brook Suite 523
Coyle
OK
73,027
35.8985
-97.2607
1,493
Amenity horticulturist
1985-03-21
a2f825196619aa8dcab9d3c2f7289a3c
1,371,983,508
35.909507
-97.597729
0
7,436
2020-06-23 10:32:14
375,237,305,371,366
fraud_Connelly, Reichert and Fritsch
gas_transport
77.3
David
Erickson
M
616 Jimenez Meadow Apt. 701
East Rochester
NY
14,445
43.1128
-77.4906
8,019
Retail buyer
1928-06-26
ed1c73235f27cb7428c4e2609d26fe6b
1,371,983,534
42.433456
-78.060606
0
7,437
2020-06-23 10:32:24
4,777,065,439,639,721
fraud_Daugherty, Pouros and Beahan
shopping_pos
130.26
Peter
Caldwell
M
08966 Beltran Route Suite 905
Oaks
PA
19,456
40.1334
-75.4536
737
Oceanographer
1987-04-24
7efbf3a25e917219482b7da43d369f42
1,371,983,544
40.185996
-76.048756
0
7,438
2020-06-23 10:32:34
370,877,495,212,014
fraud_Barton Inc
grocery_pos
185.72
Sarah
Clark
F
25961 Beverly Union Apt. 042
North Wilkesboro
NC
28,659
36.2017
-81.1286
21,134
Dispensing optician
1984-03-06
1b019f7d5d7ebfaecd3266f76a1c9f56
1,371,983,554
35.946255
-81.144814
0
7,439
2020-06-23 10:32:34
30,238,755,902,988
fraud_Schaefer, Maggio and Daugherty
gas_transport
42.47
Danielle
Yu
F
5395 Colon Burgs Suite 037
Thrall
TX
76,578
30.592
-97.2893
1,766
Press sub
1976-01-02
5c073ee355931f2e8463ee531a8f998b
1,371,983,554
29.968848
-96.770578
0
7,440
2020-06-23 10:32:47
6,595,970,453,799,027
fraud_Marks Inc
gas_transport
110.11
Gina
Gomez
F
72030 Shelton Crossing Apt. 742
Stirling
NJ
7,980
40.6774
-74.4968
2,307
Science writer
1969-09-11
93720b5ef38347876afb2b6bcaa1a113
1,371,983,567
41.621877
-74.427281
0
7,441
2020-06-23 10:33:27
3,566,875,419,572,867
fraud_Heller, Gutmann and Zieme
grocery_pos
92.29
Adam
Mcdonald
M
997 Cameron Meadow Apt. 980
South Hero
VT
5,486
44.64
-73.3113
1,654
Transport planner
1991-01-31
5e2dc9b06ffd30434238b8fae227c888
1,371,983,607
44.862061
-73.666165
0
7,442
2020-06-23 10:33:29
4,512,828,414,983,802,000
fraud_McDermott-Weimann
grocery_pos
122.45
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
acdf172873f9643fae7d2d5b103b67b2
1,371,983,609
39.50892
-80.022673
0
7,443
2020-06-23 10:33:50
377,993,105,397,617
fraud_Bogisich-Homenick
misc_net
87.28
Nathan
Martinez
M
586 Thomas Cliffs
Oconto Falls
WI
54,154
44.8755
-88.1555
5,548
Mining engineer
1975-09-11
c19a09629ba888885ff406dd5dfe5e5a
1,371,983,630
44.83785
-87.472811
0
7,444
2020-06-23 10:35:18
349,612,764,943,496
fraud_Goodwin-Nitzsche
grocery_pos
96.99
Xavier
Beltran
M
61107 Edwards Dam Apt. 463
Big Creek
KY
40,914
37.1046
-83.5706
467
Psychologist, forensic
1984-06-04
d8819a4e457595768830a90aa7eb4c1b
1,371,983,718
37.063682
-84.164396
0
7,445
2020-06-23 10:35:20
30,270,432,095,985
fraud_Jaskolski-Dibbert
grocery_net
78.16
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
408098e2bde9180c3f153600a8643e51
1,371,983,720
40.051167
-91.660154
0
7,446
2020-06-23 10:35:34
630,412,733,309
fraud_Rempel Inc
shopping_net
31.41
Heather
Stanton
F
445 Jerry Lights Apt. 081
Republic
MI
49,879
46.368
-87.9938
1,038
Armed forces training and education officer
1964-04-22
d410f97318fc8882c9b819c8baeb95a2
1,371,983,734
46.48248
-88.87995
0
7,447
2020-06-23 10:36:31
4,992,346,398,065,154,000
fraud_Rodriguez Group
gas_transport
54.43
Benjamin
Kim
M
920 Patrick Light
Mc Nabb
IL
61,335
41.173
-89.2187
532
Audiological scientist
1956-01-09
6f86208bc31d683dfb796bb89c25642a
1,371,983,791
41.790941
-88.731941
0
7,448
2020-06-23 10:36:34
4,839,615,922,685,395
fraud_Rohan, White and Aufderhar
misc_net
1.94
Phillip
Robertson
M
85344 Smith Gateway Apt. 280
Harrodsburg
IN
47,434
39.013
-86.5457
76
Social researcher
1955-05-06
1c7bd04d1507cb60a61e6d0f032b5018
1,371,983,794
39.982904
-86.475207
0
7,449
2020-06-23 10:38:02
3,525,590,521,269,779
fraud_Koepp-Parker
grocery_pos
84.21
Scott
Fuller
M
861 Karen Common
Haw River
NC
27,258
36.0424
-79.3242
6,006
Paramedic
1984-07-20
0c49f0887c282ecba44dc7194b45c4ba
1,371,983,882
35.579002
-79.27797
0
7,450
2020-06-23 10:38:06
2,284,059,275,940,012
fraud_Huel Ltd
misc_net
3.28
Thomas
Mathis
M
26615 Nelson Lane
Moores Hill
IN
47,032
39.0945
-85.0638
3,289
Sub
1969-11-22
6373597cd8f193247be53194d692f472
1,371,983,886
38.550965
-84.644364
0
7,451
2020-06-23 10:38:49
3,523,843,138,706,408
fraud_Rodriguez Group
gas_transport
70.72
Grace
Williams
F
28812 Charles Mill Apt. 628
Plantersville
AL
36,758
32.6176
-86.9475
1,412
Drilling engineer
1970-11-20
2b86892ca7babf7a97a98a297e2fb86c
1,371,983,929
32.437971
-87.663829
0
7,452
2020-06-23 10:39:36
6,597,888,193,422,452
fraud_Bernhard Inc
gas_transport
48.1
Bill
Lane
M
4725 Hurst Curve Apt. 634
Holliday
TX
76,366
33.6751
-98.6576
2,317
Chief Technology Officer
1964-08-23
49e083df49313101ccc0029e00a543a3
1,371,983,976
33.623498
-99.153785
0
7,453
2020-06-23 10:39:46
30,153,452,207,526
fraud_Lind-Buckridge
entertainment
4.3
Robin
Smith
F
0537 Margaret Common Suite 526
Coleman
TX
76,834
31.8287
-99.427
5,908
Radio producer
1962-04-05
b302f1ab233d4f225192dfb33f6a9185
1,371,983,986
31.713704
-100.06588
0
7,454
2020-06-23 10:40:21
36,913,587,729,122
fraud_Swift, Bradtke and Marquardt
grocery_net
66.65
Ana
Mccormick
F
4503 Patricia Route
Meridian
ID
83,646
43.6498
-116.4306
84,106
Intelligence analyst
1971-02-11
7bb0a4d35bbcab9dd63bbd570e03440e
1,371,984,021
42.843414
-115.750903
0
7,455
2020-06-23 10:43:35
4,452,366,298,769,043
fraud_Ortiz Group
grocery_net
32.52
Linda
Davis
F
6602 Ortiz Pine Apt. 179
Blooming Grove
TX
76,626
32.0758
-96.701
1,563
Financial adviser
1978-03-04
b331d2e5a0d1a685ffc9d1c05909c203
1,371,984,215
32.008063
-96.801277
0
7,456
2020-06-23 10:43:41
377,026,671,291,680
fraud_Mosciski, Gislason and Mertz
grocery_pos
75.24
Jackie
Davis
F
1898 Parker Fork Apt. 057
Redford
MO
63,665
37.3272
-91.0243
241
Investment analyst
1974-10-27
220416cb3d7b1ac4a2743ad9e8e47eb4
1,371,984,221
37.863135
-90.508209
0
7,457
2020-06-23 10:43:54
4,561,368,699,336,875
fraud_Rowe, Batz and Goodwin
grocery_pos
62.21
Pamela
Lewis
F
653 Jessica Extension Apt. 668
Clifton
SC
29,324
34.9906
-81.8327
167
Museum/gallery conservator
1988-11-01
15f54d81ad7c143e9a281499dbe41a2d
1,371,984,234
35.29905
-81.476822
0
7,458
2020-06-23 10:44:18
3,566,094,707,272,327
fraud_Dooley-Thompson
misc_net
34.41
Kristina
Stewart
F
47029 Jimmy Tunnel Apt. 106
Newhall
CA
91,321
34.3795
-118.523
34,882
Health physicist
1971-04-25
164325db3c7dbea2a1f7d416e0fc7611
1,371,984,258
33.716679
-118.618232
0
7,459
2020-06-23 10:44:58
571,844,099,986
fraud_Daugherty-Thompson
food_dining
13.89
Susan
Mills
F
005 Cody Estates
Louisville
KY
40,202
38.2507
-85.7476
736,284
Engineering geologist
1952-04-02
9cf9535787b2a3f2855c3e173c03d34f
1,371,984,298
37.556227
-86.030914
0
7,460
2020-06-23 10:45:46
2,248,348,993,063,230
fraud_Greenholt, O'Hara and Balistreri
shopping_net
3.65
Jennifer
Scott
F
376 John Fork Suite 848
Randolph
OH
44,265
41.0109
-81.2977
51
Mechanical engineer
1960-08-05
55534817a16da8e60de9a9635cc66618
1,371,984,346
40.18402
-81.747501
0
7,461
2020-06-23 10:46:06
377,654,590,313,960
fraud_Friesen-Stamm
gas_transport
86.4
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
3645cfa56f95cabbbe4ebf5f0bcdca9a
1,371,984,366
36.553059
-84.589192
0
7,462
2020-06-23 10:48:07
38,797,410,705,641
fraud_Gleason-Macejkovic
shopping_net
108.36
Andrew
Tucker
M
583 Gray Creek
Oak Hill
NY
12,460
42.4069
-74.1528
277
Glass blower/designer
1971-12-12
4829ce2747458e19fb1d5dc71fca4cda
1,371,984,487
41.459951
-74.114747
0
7,463
2020-06-23 10:49:09
4,179,719,215,697,782
fraud_Emard Inc
gas_transport
51.78
Belinda
Jimenez
F
6807 Jacob Skyway Apt. 331
Rockwell
IA
50,469
43.0032
-93.2167
1,574
Scientist, audiological
1982-12-27
f22a5a4ace1317441fdd9916d0cf9fe9
1,371,984,549
42.194058
-92.538158
0
7,464
2020-06-23 10:49:36
4,129,767,952,109,660
fraud_Dooley-Thompson
misc_net
3.71
Cheryl
Ballard
F
248 James Squares Apt. 838
Halstad
MN
56,548
47.3551
-96.798
771
Scientist, audiological
1972-06-14
1ba7e26bcdc065d146a8ece5b5a5e0d4
1,371,984,576
46.965819
-96.856047
0
7,465
2020-06-23 10:50:03
6,011,652,924,285,713
fraud_Cummerata-Jones
gas_transport
76.59
Kathryn
Smith
F
19838 Tonya Prairie Apt. 947
Rocky Mount
MO
65,072
38.2911
-92.7059
1,847
Tax inspector
1988-10-26
e201e703d309a345f07baed51042f0bf
1,371,984,603
38.346917
-92.299521
0
7,466
2020-06-23 10:50:05
571,844,099,986
fraud_Romaguera, Cruickshank and Greenholt
shopping_net
6.4
Susan
Mills
F
005 Cody Estates
Louisville
KY
40,202
38.2507
-85.7476
736,284
Engineering geologist
1952-04-02
8882d1e5de802a2012867b2c1c8afc68
1,371,984,605
37.700327
-85.274557
0
7,467
2020-06-23 10:50:12
2,286,236,465,059,468
fraud_Schaefer, Maggio and Daugherty
gas_transport
40.07
Morgan
Murray
F
2788 Brittney Island
Blairstown
MO
64,726
38.5319
-93.9221
467
Agricultural consultant
1950-05-27
0c09186120c55a5cbd6cb511a36b01d5
1,371,984,612
38.698423
-93.903441
0
7,468
2020-06-23 10:50:15
571,365,235,126
fraud_Raynor, Reinger and Hagenes
gas_transport
41.01
Barbara
Taylor
F
0069 Robin Brooks Apt. 695
Elberta
MI
49,628
44.5995
-86.2141
372
Exhibitions officer, museum/gallery
1995-07-12
7cd3d0445bbee5a45f66ee87d84c7d20
1,371,984,615
43.77693
-86.266527
0
7,469
2020-06-23 10:50:34
377,550,167,323,848
fraud_Sporer Inc
gas_transport
65.22
Kevin
Walters
M
87227 Tapia Burgs
Auburn
ME
4,210
44.0948
-70.239
23,045
Tourist information centre manager
1958-09-02
dd2c350fe7dd50b2a7846b1e6fed681e
1,371,984,634
43.769012
-69.335254
0
7,470
2020-06-23 10:50:57
3,560,697,798,177,746
fraud_Parisian and Sons
gas_transport
68.1
Matthew
Young
M
8840 Miller Port Suite 645
Indian Wells
CA
92,210
33.7163
-116.3381
4,677
Learning mentor
1955-05-06
9d9f511642d37562ad94a6f9cfd9bd5a
1,371,984,657
33.43918
-117.293345
0
7,471
2020-06-23 10:50:58
2,713,913,904,780,408
fraud_Bartoletti-Wunsch
gas_transport
48.19
Jacqueline
Howard
F
4511 Choi Lock
Delhi
LA
71,232
32.3929
-91.4714
6,581
Multimedia programmer
1964-02-13
b5c31e2f475239bd4dc7b63f95b31211
1,371,984,658
31.841315
-92.420736
0
7,472
2020-06-23 10:50:59
3,506,040,590,383,211
fraud_Hudson-Grady
shopping_pos
121.45
Michael
Orozco
M
13956 Hughes Causeway Suite 124
Alder
MT
59,710
45.1939
-112.0568
286
Chief of Staff
1989-03-09
88dcd0c770272a379c7f366125969210
1,371,984,659
44.701885
-112.975756
0
7,473
2020-06-23 10:51:22
4,797,297,220,948,469,000
fraud_Huels-Hahn
gas_transport
47.48
Erica
Briggs
F
3310 Davidson Spurs Apt. 107
Oolitic
IN
47,451
38.8938
-86.5246
1,228
Counsellor
1991-03-13
9ba08df0522eaf8807db14e3b6122285
1,371,984,682
38.228073
-87.345857
0
7,474
2020-06-23 10:52:06
4,147,608,975,828,480
fraud_Boyer PLC
shopping_net
1.84
Edward
Tapia
M
354 Gutierrez Gateway
Comfrey
MN
56,019
44.1111
-94.9134
914
Health and safety adviser
1944-07-26
544e80c492c2e6d4fdac36dc40c271ae
1,371,984,726
43.96151
-95.383486
0
7,475
2020-06-23 10:53:22
4,512,828,414,983,802,000
fraud_Murray Ltd
grocery_net
34.06
Monica
Cohen
F
864 Reynolds Plains
Uledi
PA
15,484
39.8936
-79.7856
328
Tree surgeon
1983-07-25
d92fc89bc447d6daad0e0bdaabb1dddc
1,371,984,802
40.51632
-80.670502
0
7,476
2020-06-23 10:53:28
30,376,238,035,123
fraud_Reichert, Shanahan and Hayes
shopping_net
4.71
Cynthia
Davis
F
7177 Steven Forges
Sixes
OR
97,476
42.825
-124.4409
217
Retail merchandiser
1928-10-01
0a83a0c7f287447112d1a3436b8cce0c
1,371,984,808
43.525756
-124.877471
0
7,477
2020-06-23 10:54:15
378,278,619,832,195
fraud_Hamill-Daugherty
misc_net
2.31
Mary
Mcintyre
F
77921 Costa Villages
Eugene
OR
97,403
44.0385
-123.0614
191,096
Scientist, physiological
1964-04-06
ff5b0ad12900a298f32a2f4818901d2a
1,371,984,855
44.501954
-122.819999
0
7,478
2020-06-23 10:55:11
213,180,742,685,905
fraud_Auer-West
shopping_net
2.04
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
189ce8f9d09e84c9cb5a4e2368524551
1,371,984,911
39.8457
-123.514609
0
7,479
2020-06-23 10:55:29
4,384,910,379,661,778
fraud_Koepp-Witting
grocery_pos
75.31
Michelle
Russell
F
55505 Christy Via
Hawley
MN
56,549
46.9777
-96.4092
4,508
Naval architect
1949-04-24
122676a1b17c1a02fa0db2348dafd385
1,371,984,929
47.024644
-97.120951
0
7,480
2020-06-23 10:55:38
3,549,202,406,645,667
fraud_Torp-Lemke
misc_pos
6.44
Larry
Williams
M
6274 David Oval Suite 725
Scarborough
ME
4,074
43.5835
-70.3457
18,760
Make
1933-04-02
06affdf5e6a7b5f92397574c063a7c93
1,371,984,938
44.321481
-70.480725
0
7,481
2020-06-23 10:56:07
6,011,393,492,413,821
fraud_Stiedemann Inc
misc_pos
6.03
Natalie
Watson
F
386 James Roads Apt. 233
Los Angeles
CA
90,014
34.0443
-118.2509
2,383,912
Journalist, newspaper
1959-05-30
7e701a05b44ede528c84fd59e916f805
1,371,984,967
33.872172
-117.412944
0
7,482
2020-06-23 10:56:16
4,681,601,008,538,160
fraud_Strosin-Cruickshank
grocery_pos
223.11
Tammy
Davis
F
77663 Colleen Freeway
Moundsville
WV
26,041
39.9148
-80.731
16,183
Physiotherapist
1977-08-12
8e7171c4ae5274e41114a32eb69917b7
1,371,984,976
40.620835
-79.78952
0
7,483
2020-06-23 10:56:42
4,961,003,488,432,306
fraud_Rodriguez Group
gas_transport
43.57
Stacy
Walsh
F
324 Donna Ridge Suite 651
Cressona
PA
17,929
40.6284
-76.195
1,606
Ecologist
1966-05-10
eb1d8843317f7e56669e787cb8c72fe7
1,371,985,002
40.91508
-75.740293
0
7,484
2020-06-23 10:57:23
676,369,110,710
fraud_Wiegand-Lowe
grocery_net
77.63
David
Wolfe
M
81261 Garcia Underpass Suite 741
Southfield
MI
48,034
42.4969
-83.2911
75,830
Engineer, automotive
1974-12-28
8adad8468609487656ab888d3d385722
1,371,985,043
42.20618
-83.715645
0
7,485
2020-06-23 10:57:28
3,559,160,581,764,413
fraud_Dicki Ltd
grocery_net
51.48
Allen
Bell
M
70147 Amanda Fields
Saint Bonaventure
NY
14,778
42.2701
-78.6847
1,453
Toxicologist
1974-02-15
e3854841bb7d293b8adc12245ee20791
1,371,985,048
42.230687
-78.903466
0
7,486
2020-06-23 10:59:27
4,792,627,764,422,478,000
fraud_Kerluke, Considine and Macejkovic
misc_net
10.45
Margaret
Mendez
F
7952 Karen Pike
De Soto
KS
66,018
38.9462
-94.9714
5,760
Chief Executive Officer
1978-10-01
1e920c757a07b96ee85ebf3e0f20d92c
1,371,985,167
39.02213
-94.693221
0
7,487
2020-06-23 11:00:15
347,612,609,554,823
fraud_Parisian and Sons
gas_transport
91.08
Robert
James
M
18316 Cannon Place
Newport
ME
4,953
44.8393
-69.2675
3,228
Lexicographer
1995-12-28
790980b13270a6b348833aab01f9eaa1
1,371,985,215
44.185268
-68.564054
0
7,488
2020-06-23 11:00:40
3,545,109,339,866,548
fraud_Friesen-D'Amore
gas_transport
48.11
Keith
Sanders
M
8030 Beck Motorway
Moorhead
MS
38,761
33.4783
-90.5142
2,870
Chartered public finance accountant
1999-03-05
9c60264572e66c8ca4ba359c0d59bf6a
1,371,985,240
32.714588
-91.495069
0
7,489
2020-06-23 11:01:21
3,565,414,434,959,494
fraud_Jaskolski-Dibbert
grocery_net
43.95
Ryan
Arnold
M
2056 Michael Wells Apt. 348
Prairie Creek
IN
47,869
39.4336
-87.4101
137
Materials engineer
1967-03-12
01c1643899c1991762f70f4e12c872da
1,371,985,281
38.86697
-87.080347
0
7,490
2020-06-23 11:02:25
213,180,742,685,905
fraud_Smith-Stokes
misc_pos
40.47
Kayla
Sutton
F
010 Weaver Land
Carlotta
CA
95,528
40.507
-123.9743
1,139
Therapist, occupational
1951-01-15
55a82660b9d5edb44f65e5d7b1cf1d41
1,371,985,345
39.653723
-124.230169
0
7,491
2020-06-23 11:02:43
4,390,966,588,600,993,000
fraud_Stanton, Jakubowski and Baumbach
shopping_net
2.12
Kyle
Simmons
M
8149 Harris Divide
Oklahoma City
OK
73,134
35.6174
-97.5583
640,470
Advertising copywriter
1966-06-24
0a9e41b3016dc3a25b135bab487cb052
1,371,985,363
35.273057
-97.586765
0
7,492
2020-06-23 11:03:06
373,905,417,449,658
fraud_McDermott-Rice
misc_pos
50.21
Sarah
Bishop
F
554 Mcdonald Valley Apt. 539
Meridian
TX
76,665
31.929
-97.6443
2,526
Phytotherapist
1970-11-12
b27c6afd6316da3997156c2f380a30b5
1,371,985,386
32.291154
-97.039715
0
7,493
2020-06-23 11:03:43
213,175,487,106,448
fraud_Lockman, West and Runte
grocery_pos
116.45
Diane
Jackson
F
682 Mills Way Apt. 814
Rule
TX
79,548
33.0771
-99.959
932
Physicist, medical
1954-12-10
c045e128eafe99945f7d4f47ac321e73
1,371,985,423
33.74486
-99.257382
0
7,494
2020-06-23 11:05:04
4,908,846,471,916,297
fraud_McDermott-Rice
misc_pos
17.76
Lauren
Torres
F
03030 White Lakes
Grandview
TX
76,050
32.2779
-97.2351
5,875
Radiographer, therapeutic
1992-07-24
ea839852840789be33f4daac48fd992d
1,371,985,504
31.504606
-97.164309
0
7,495
2020-06-23 11:05:35
4,060,579,726,528,237
fraud_McDermott-Rice
misc_pos
118.69
Steven
Sanders
M
25955 Amy Via
Ozawkie
KS
66,070
39.2136
-95.4404
2,661
Theatre director
1948-11-14
60b1f8d162134686b7bd0ac7ca98a7e5
1,371,985,535
39.036278
-94.66549
0
7,496
2020-06-23 11:06:08
4,195,740,185,974
fraud_Johns-Hoeger
entertainment
63.73
Benjamin
Robinson
M
0701 John Ranch
Portland
OR
97,210
45.5303
-122.7033
841,711
Engineer, building services
1963-04-04
0330f542269ee964f25ccb28c76f5af3
1,371,985,568
44.819631
-122.010883
0
7,497
2020-06-23 11:06:11
4,742,883,543,039,288,000
fraud_Bailey-Morar
grocery_pos
101.93
Cassandra
Sanders
F
78117 George Mountains
Paauilo
HI
96,776
20.0271
-155.3697
1,490
Scientist, research (maths)
1991-04-13
c5ddf225200d33817e58b628ad994b80
1,371,985,571
20.139668
-155.683402
0
7,498
2020-06-23 11:06:33
376,028,110,684,021
fraud_Bruen-Yost
misc_pos
43.69
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
a08989f9bd1d4caee46ae27036d3a049
1,371,985,593
39.536064
-94.073692
0
7,499
2020-06-23 11:06:46
3,599,237,318,576,484
fraud_Lockman, West and Runte
grocery_pos
95.92
Jessica
Smith
F
06808 Ryan Valleys
Dubre
KY
42,731
36.8421
-85.5396
341
Insurance risk surveyor
1932-11-19
bc49f985a85fc9be8cec39339029141e
1,371,985,606
36.083796
-86.447682
0