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
1,292,500
2020-06-19 20:21:31
3,586,008,444,788,268
fraud_Watsica, Haag and Considine
shopping_pos
28.65
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
61479e8003e613590db24a4160ab359f
1,371,673,291
47.984348
-121.987544
0
1,292,501
2020-06-19 20:22:04
4,265,776,278,887,457
fraud_Hagenes, Kohler and Hoppe
food_dining
17.01
Christine
Best
F
68248 Deanna Land
Enola
AR
72,047
35.2087
-92.2123
969
Physicist, medical
1954-01-05
89f120cecce18d9ab93d92cd5c616b43
1,371,673,324
34.709992
-92.70622
0
1,292,502
2020-06-19 20:22:06
30,235,438,713,303
fraud_Dare-Gibson
health_fitness
9.93
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
9add37a78c66164a0cf3b668e15bf46a
1,371,673,326
37.599982
-81.611875
0
1,292,503
2020-06-19 20:22:08
6,011,626,928,491,360
fraud_Brown, Homenick and Lesch
health_fitness
7.69
Heather
Roberts
F
62934 Maria Cliffs Suite 350
Bethel Springs
TN
38,315
35.2289
-88.644
3,876
Senior tax professional/tax inspector
1960-11-19
16acb4ec57ac87317032ab0c0d3a9858
1,371,673,328
34.428297
-88.22383
0
1,292,504
2020-06-19 20:22:15
6,573,561,108,825,071
fraud_Koss, Hansen and Lueilwitz
home
65.17
Kristina
Lewis
F
5449 Brandi Heights Apt. 111
Tulsa
OK
74,130
36.2395
-95.9596
413,574
Bookseller
1968-06-18
90d005de2f66a22f8aa805031b13b365
1,371,673,335
35.651739
-95.505773
0
1,292,505
2020-06-19 20:22:18
3,599,237,318,576,484
fraud_Skiles LLC
home
17.95
Jessica
Smith
F
06808 Ryan Valleys
Dubre
KY
42,731
36.8421
-85.5396
341
Insurance risk surveyor
1932-11-19
d80510046b699408319acd790980a030
1,371,673,338
37.112695
-86.154657
0
1,292,506
2020-06-19 20:22:24
3,590,736,522,064,285
fraud_Volkman-Predovic
shopping_net
27.27
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
1975-12-20
c72f090f2ede7ce3038b1c132efbb150
1,371,673,344
33.629908
-92.896041
0
1,292,507
2020-06-19 20:22:54
375,534,208,663,984
fraud_Cummerata-Hilpert
entertainment
76.52
Tyler
Garcia
M
408 Bradley Rest
Doe Hill
VA
24,433
38.4207
-79.4629
99
Dance movement psychotherapist
1986-03-28
b3f6450f4a9d374cacd4ae74b685c9f6
1,371,673,374
38.760287
-79.662681
0
1,292,508
2020-06-19 20:23:09
4,653,879,239,169,997
fraud_Terry Ltd
home
11.14
Monica
Tucker
F
302 Christina Islands
Smiths Grove
KY
42,171
37.0581
-86.1938
6,841
Therapist, sports
1999-06-06
a94b847e562c2098eaebdecb495d8b25
1,371,673,389
36.288688
-85.817539
0
1,292,509
2020-06-19 20:24:49
30,263,540,414,123
fraud_Lynch-Mohr
travel
1.56
Erik
Patterson
M
162 Jessica Row Apt. 072
Hatch
UT
84,735
37.7175
-112.4777
258
Geoscientist
1961-11-24
a9d304b7569cc0a7f10cf32dd792bda9
1,371,673,489
38.480362
-112.877694
0
1,292,510
2020-06-19 20:25:10
60,422,928,733
fraud_Roberts, Daniel and Macejkovic
kids_pets
34.72
Jeffrey
Powers
M
38352 Parrish Road Apt. 652
North Augusta
SC
29,860
33.6028
-81.9748
46,944
Secondary school teacher
1942-04-02
a03b9d2adacc8aca80bea2746aa992ce
1,371,673,510
34.305119
-81.600657
0
1,292,511
2020-06-19 20:26:43
30,235,438,713,303
fraud_Breitenberg-Hermiston
kids_pets
67.68
James
Baldwin
M
3603 Mitchell Court
Winfield
WV
25,213
38.5072
-81.89
5,512
Exhibition designer
1980-03-24
ce116cdd3b5cf48c8d8b9c4e5dc5b6af
1,371,673,603
39.392883
-81.053102
0
1,292,512
2020-06-19 20:26:57
4,935,858,973,307,492
fraud_Gutmann, McLaughlin and Wiza
home
88.23
Lance
Wagner
M
6003 Brady Shoal Apt. 449
Irwinton
GA
31,042
32.8088
-83.174
1,841
Film/video editor
1975-06-01
2613928c4baabc1d96ddb1048282a54c
1,371,673,617
32.088877
-83.599113
0
1,292,513
2020-06-19 20:27:04
30,270,432,095,985
fraud_Koss, McLaughlin and Mayer
food_dining
19.21
Lisa
Lin
F
908 Brooks Brook
Lomax
IL
61,454
40.6761
-91.0391
725
Environmental consultant
1972-11-28
d8c4070a141153427fc6662fe3db109b
1,371,673,624
41.504468
-90.732753
0
1,292,514
2020-06-19 20:27:09
4,906,628,655,840,914,000
fraud_Bradtke, Torp and Bahringer
personal_care
1.01
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
78c1c67eabedbdf0e1a728deb8f1c3ca
1,371,673,629
24.295425
-81.833605
0
1,292,515
2020-06-19 20:27:53
630,425,673,344
fraud_O'Reilly, Mohr and Purdy
home
1.1
Bryan
Miller
M
411 Laurie Fords
Cass
WV
24,927
38.388
-79.9906
365
Special effects artist
1970-03-14
d31f78cdb543cecbf7d4523dfa115bb6
1,371,673,673
38.704192
-79.364528
0
1,292,516
2020-06-19 20:28:31
213,191,402,330,021
fraud_Schmeler, Bashirian and Price
shopping_net
2.89
Thomas
Sullivan
M
464 Newman Crossroad
Milwaukee
WI
53,228
42.9676
-88.0434
817,312
Accountant, chartered public finance
2004-03-18
cfeee1982a2ae1817db86abd924f5357
1,371,673,711
42.139344
-87.497766
0
1,292,517
2020-06-19 20:30:55
4,181,833,256,558,614,000
fraud_Waelchi Inc
kids_pets
3.19
Jessica
Potter
F
7600 Stephen Course Suite 031
Red River
NM
87,558
36.6659
-105.4694
606
Surveyor, land/geomatics
1988-09-06
18e5f8ab4c0dd117f1f2a7d638873729
1,371,673,855
36.77045
-104.989579
0
1,292,518
2020-06-19 20:32:02
38,199,021,865,320
fraud_Breitenberg-Hermiston
kids_pets
38.34
Jesse
Roberts
M
8415 Vaughn Squares Apt. 788
Acworth
NH
3,601
43.196
-72.3001
477
Naval architect
1988-04-15
959616625229db9e3b20296df2b80335
1,371,673,922
43.676968
-71.337339
0
1,292,519
2020-06-19 20:33:46
30,518,206,766,474
fraud_Gerhold LLC
home
54.46
Tamara
Martinez
F
471 Marquez Prairie Suite 680
Matthews
MO
63,867
36.7154
-89.6287
1,019
Aeronautical engineer
1979-01-26
fbb5855f20fc4d1ed33a690061e261d4
1,371,674,026
37.367833
-89.312061
0
1,292,520
2020-06-19 20:33:55
4,958,589,671,582,727,000
fraud_Reilly and Sons
health_fitness
11.88
Aaron
Pena
M
793 Hooper Tunnel Suite 154
Burke
VA
22,015
38.7894
-77.2818
43,102
Health visitor
1950-11-27
dacf4b8fbf7b33d47a09b91815fc33d3
1,371,674,035
38.557498
-76.407482
0
1,292,521
2020-06-19 20:33:56
4,344,955,088,481,397
fraud_Romaguera Ltd
health_fitness
75.31
Christopher
Rodgers
M
30587 Fox Shores Apt. 627
Fenelton
PA
16,034
40.8555
-79.7372
2,054
Communications engineer
1976-09-29
1f9952163b7cfafd302e3ed099066921
1,371,674,036
40.708293
-78.956421
0
1,292,522
2020-06-19 20:34:13
4,433,091,568,498,503
fraud_Pacocha-Weissnat
kids_pets
83.69
Linda
Davis
F
493 Todd Views
Gaithersburg
MD
20,882
39.2335
-77.1458
135,332
Clinical biochemist
1936-03-28
f5253481a4c9c0188d9c9ce7a523061d
1,371,674,053
39.225928
-76.293996
0
1,292,523
2020-06-19 20:34:23
6,528,911,529,051,375
fraud_Hermiston, Russel and Price
food_dining
155.21
Diane
Smith
F
195 Murray Overpass Apt. 384
Winter
WI
54,896
45.8327
-91.0144
1,478
Neurosurgeon
1965-04-27
22871a562d83e2355cc01ad6e448437b
1,371,674,063
45.043449
-91.361966
0
1,292,524
2020-06-19 20:35:04
213,199,865,312,311
fraud_Powlowski-Weimann
food_dining
92.61
Christopher
Miller
M
493 Fitzgerald Fields Suite 454
Varnell
GA
30,756
34.9298
-84.9885
74
Pensions consultant
1944-05-14
ceaf39c2ba80dff41072c328eb3216da
1,371,674,104
35.576631
-85.011454
0
1,292,525
2020-06-19 20:35:49
38,588,538,868,506
fraud_Stark-Koss
home
13.66
Jacqueline
Curry
F
3047 Jeff Place
Marathon
TX
79,842
30.1886
-103.2214
498
Lexicographer
1990-11-23
0f558db4a397130ccb1e6fc6fb51f056
1,371,674,149
29.257702
-103.341806
0
1,292,526
2020-06-19 20:36:12
30,407,675,418,785
fraud_Lang, Towne and Schuppe
kids_pets
105.19
Danielle
Evans
F
76752 David Lodge Apt. 064
Breesport
NY
14,816
42.1939
-76.7361
520
Psychotherapist
1991-10-13
3e21aaa5a99106eecb2607b05afbb71f
1,371,674,172
42.340075
-76.008735
0
1,292,527
2020-06-19 20:36:27
375,248,307,838,179
fraud_Konopelski, Schneider and Hartmann
food_dining
72.85
Joshua
Mendoza
M
4215 Miranda Field Suite 326
Tallmansville
WV
26,237
38.8564
-80.158
571
Accounting technician
1967-09-16
e450b93751cd4ba9db7f99f1dcb21407
1,371,674,187
39.460609
-79.602419
0
1,292,528
2020-06-19 20:37:12
38,052,002,992,326
fraud_Gutmann, McLaughlin and Wiza
home
81.17
Anna
Logan
F
3522 Park Wells Suite 528
Cleveland
TX
77,327
30.33
-95.0202
34,153
Building surveyor
1995-09-11
681be1545aaba74aa5c0abae152abf44
1,371,674,232
31.133169
-95.875191
0
1,292,529
2020-06-19 20:37:26
3,511,378,610,369,890
fraud_Lubowitz-Walter
kids_pets
132.57
James
Cooper
M
663 Ramirez Trace Apt. 951
Huntsville
AL
35,811
34.7789
-86.5438
190,178
Television production assistant
1973-04-01
4e00c9f7ffe499b58000fe0eb7124984
1,371,674,246
35.643974
-86.657021
0
1,292,530
2020-06-19 20:38:09
343,472,729,187,663
fraud_Barrows PLC
shopping_pos
8.52
Gloria
Wallace
F
234 Bridges Wells Apt. 389
Center Tuftonboro
NH
3,816
43.6849
-71.2551
1,368
Optician, dispensing
1971-08-05
deea0efe8fac2ca6c52fa1d7e09a10c0
1,371,674,289
43.701168
-70.989082
0
1,292,531
2020-06-19 20:38:47
561,942,763,351
fraud_Langosh, Wintheiser and Hyatt
food_dining
39.17
Melissa
Brown
F
330 Montoya Ramp
Washington
DC
20,036
38.9087
-77.0414
601,723
Prison officer
1986-03-14
d438d98775a419ab67254eac71643d4c
1,371,674,327
38.968702
-77.670914
0
1,292,532
2020-06-19 20:39:33
2,719,496,466,799,416
fraud_Bednar Inc
travel
8.84
Sheila
Baker
F
8030 Walker Heights
Belle Fourche
SD
57,717
44.6723
-103.8396
8,007
Hospital pharmacist
1940-09-17
193fb08e089d598ddde5f69233db124e
1,371,674,373
44.658823
-103.842195
0
1,292,533
2020-06-19 20:39:42
3,545,109,339,866,548
fraud_Armstrong, Walter and Gottlieb
food_dining
32.28
Keith
Sanders
M
8030 Beck Motorway
Moorhead
MS
38,761
33.4783
-90.5142
2,870
Chartered public finance accountant
1999-03-05
cdda49d01b2bfa960fd8274963e913d5
1,371,674,382
34.343934
-90.903447
0
1,292,534
2020-06-19 20:40:16
213,141,712,584,544
fraud_Kihn Inc
shopping_pos
65.8
Margaret
Curtis
F
742 Oneill Shore
Florence
MS
39,073
32.153
-90.1217
19,685
Fine artist
1984-12-24
bad91ca98e7d3d32ea66883fa28c9ea2
1,371,674,416
32.927826
-90.620716
0
1,292,535
2020-06-19 20:40:36
4,104,312,520,615,374
fraud_Stoltenberg-Beatty
shopping_pos
4.73
Brooke
Rodriguez
F
901 Todd Gardens Apt. 466
Mountain Center
CA
92,561
33.6401
-116.5567
1,661
Therapist, music
1988-09-19
a12ff622ddedadaaeb57e346b656239c
1,371,674,436
33.418921
-115.821459
0
1,292,536
2020-06-19 20:40:43
4,653,178,848,915,023,000
fraud_Reichel, Bradtke and Blanda
travel
3.54
Robert
Hall
M
371 Anthony Trail Suite 354
Glade Spring
VA
24,340
36.7779
-81.7676
5,657
Clinical psychologist
1987-04-29
63a6c4e82d20ae356bfe2c95716b8f9e
1,371,674,443
36.53025
-80.891174
0
1,292,537
2020-06-19 20:42:38
372,509,258,176,510
fraud_Larkin Ltd
kids_pets
138.46
Kristen
Hanson
F
26544 Andrea Glen
Goodrich
MI
48,438
42.9147
-83.4845
6,951
Learning disability nurse
1985-06-18
7386effcf9e9b68d8a8d70e79ec9a790
1,371,674,558
42.742071
-82.606564
0
1,292,538
2020-06-19 20:42:48
6,538,441,737,335,434
fraud_Weber and Sons
food_dining
8.69
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
4f401261b88a1b8693bbba3ac83ed912
1,371,674,568
40.812338
-80.060442
0
1,292,539
2020-06-19 20:43:46
4,208,110,975,550,360,000
fraud_Harris Group
food_dining
59.1
David
Bonilla
M
82073 Jessica Camp
West Green
GA
31,567
31.6143
-82.7243
782
Audiological scientist
1982-01-16
a1320e24795ae16446a78f1589d227bb
1,371,674,626
30.722206
-82.942968
0
1,292,540
2020-06-19 20:44:45
374,497,717,543,058
fraud_Medhurst, Cartwright and Ebert
personal_care
28.85
Linda
Hurst
F
31701 Tucker Square Suite 893
Wilton
ND
58,579
47.1709
-100.7944
1,190
Designer, ceramics/pottery
1948-06-30
ebd98b406069792008adb3cdb04fc2cb
1,371,674,685
47.704478
-100.78529
0
1,292,541
2020-06-19 20:45:03
2,266,735,643,685,262
fraud_Kihn Inc
shopping_pos
439.31
Carlos
Chung
M
8957 Russell Key
Grant
AL
35,747
34.4959
-86.259
5,901
Curator
1972-07-25
9b85fedbea96d4e8577aa1e16f0c7456
1,371,674,703
34.669511
-86.321502
0
1,292,542
2020-06-19 20:45:44
3,529,597,930,342,630
fraud_McCullough, Hudson and Schuster
food_dining
82.52
Melissa
Rodriguez
F
81708 Christopher Plaza
Jordanville
NY
13,361
42.8948
-74.8209
824
Travel agency manager
1985-09-01
89812530b9095bc2c38486d3d0381729
1,371,674,744
42.957262
-75.334708
0
1,292,543
2020-06-19 20:45:46
3,529,597,930,342,630
fraud_Lakin, Ferry and Beatty
food_dining
8.39
Melissa
Rodriguez
F
81708 Christopher Plaza
Jordanville
NY
13,361
42.8948
-74.8209
824
Travel agency manager
1985-09-01
8c3e0810fb92e4bbf94feeb9d9191815
1,371,674,746
42.187602
-75.429734
0
1,292,544
2020-06-19 20:45:54
348,789,608,637,806
fraud_Connelly-Carter
home
14.74
Megan
Murphy
F
53696 Laura Radial
Holstein
NE
68,950
40.4542
-98.6538
331
Telecommunications researcher
1950-08-19
508ddcfc6d4d5e47adf77750fdd56762
1,371,674,754
39.733886
-98.001741
0
1,292,545
2020-06-19 20:45:57
30,343,344,410,970
fraud_Ernser-Lynch
food_dining
19.23
Jacob
Dawson
M
663 Anna Plaza
Marienville
PA
16,239
41.4622
-79.1306
4,172
Copywriter, advertising
1962-03-20
d27f9bf8a066c3aaded6301ac4ab825d
1,371,674,757
42.17729
-78.245095
0
1,292,546
2020-06-19 20:47:34
30,364,087,349,027
fraud_Gleason and Sons
kids_pets
75.97
Samuel
Sandoval
M
0005 Morrison Land
Mounds
OK
74,047
35.8896
-96.0887
7,163
Fitness centre manager
1982-02-05
b781063b47216525a5cb2681ce33676d
1,371,674,854
35.947025
-96.360104
0
1,292,547
2020-06-19 20:47:47
374,930,071,163,758
fraud_Shanahan-Lehner
personal_care
93.8
Daniel
Escobar
M
61390 Hayes Port
Romulus
MI
48,174
42.2203
-83.3583
31,515
Police officer
1971-11-05
4e5e673615b4574a82515cdcf9665112
1,371,674,867
41.925337
-83.892852
0
1,292,548
2020-06-19 20:48:07
349,612,764,943,496
fraud_Hauck, Dietrich and Funk
kids_pets
55.21
Xavier
Beltran
M
61107 Edwards Dam Apt. 463
Big Creek
KY
40,914
37.1046
-83.5706
467
Psychologist, forensic
1984-06-04
8d0054472360918c02fcc2ccd3a157f1
1,371,674,887
37.413078
-82.778865
0
1,292,549
2020-06-19 20:48:09
180,048,185,037,117
fraud_Terry, Johns and Bins
misc_pos
52.78
Mary
Wall
F
2481 Mills Lock
Plainfield
NJ
7,060
40.6152
-74.415
71,485
Leisure centre manager
1974-07-19
f05c1f7340b958822434a763bb8c3fbd
1,371,674,889
39.646349
-74.729743
0
1,292,550
2020-06-19 20:48:45
4,312,133,045,694,601,000
fraud_Ruecker-Mayert
kids_pets
6.12
Julian
Price
M
086 Pierce Cove
Pikesville
MD
21,208
39.3764
-76.729
33,917
Company secretary
1977-06-12
b915ebf629c1d4e51ab5242b22481530
1,371,674,925
39.055452
-76.161044
0
1,292,551
2020-06-19 20:48:46
4,861,310,130,652,567,000
fraud_Durgan, Gislason and Spencer
home
30.38
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
a1a87a9a83f5ac5418d8e92913a78250
1,371,674,926
31.199778
-91.609188
0
1,292,552
2020-06-19 20:49:34
2,254,799,658,404,120
fraud_Streich Ltd
home
94.26
Barbara
Nelson
F
7337 Browning Falls Suite 027
Valdosta
GA
31,605
30.946
-83.2474
94,325
Educational psychologist
1987-09-08
433e74a4759d58853f1247f08f6159b5
1,371,674,974
30.988268
-83.872747
0
1,292,553
2020-06-19 20:49:47
370,877,495,212,014
fraud_Hauck, Dietrich and Funk
kids_pets
24.17
Sarah
Clark
F
25961 Beverly Union Apt. 042
North Wilkesboro
NC
28,659
36.2017
-81.1286
21,134
Dispensing optician
1984-03-06
241730a9be3ff20a673b283023955abd
1,371,674,987
35.644637
-81.288832
0
1,292,554
2020-06-19 20:50:13
3,540,017,235,499,519
fraud_Quitzon, Green and Bashirian
shopping_pos
122.4
Lawrence
Frost
M
82448 Tucker Cliff
Kittery Point
ME
3,905
43.0976
-70.7121
1,780
Broadcast engineer
1983-01-21
de6cb5718824705553d06b0c7679f3f1
1,371,675,013
43.32392
-69.789415
0
1,292,555
2020-06-19 20:51:23
36,721,445,180,895
fraud_Donnelly LLC
entertainment
6.38
Cesar
Smith
M
901 Ariel Points
Jefferson
NY
12,093
42.4999
-74.6117
1,666
Diagnostic radiographer
1968-07-01
a1da6ef2839adb308f0c943d872f2c26
1,371,675,083
42.114034
-73.66064
0
1,292,556
2020-06-19 20:52:10
3,506,042,666,828,517
fraud_Spencer PLC
entertainment
110.75
Christine
Burns
F
343 Hannah Parkway
Comfort
WV
25,049
38.1372
-81.5962
630
Fine artist
1959-07-30
628446d0706dcdb64dfb924cb8feb503
1,371,675,130
37.941779
-81.514999
0
1,292,557
2020-06-19 20:52:46
501,882,822,387
fraud_Hoppe-Parisian
kids_pets
31.62
Melissa
Phillips
F
5069 Scott Pass Apt. 654
Meadville
MS
39,653
31.4285
-90.8578
2,799
Therapist, horticultural
1961-01-21
9bdbe03347fc4674b567c21f83e4cd3d
1,371,675,166
30.547322
-90.078544
0
1,292,558
2020-06-19 20:54:15
180,048,185,037,117
fraud_White and Sons
home
91.3
Mary
Wall
F
2481 Mills Lock
Plainfield
NJ
7,060
40.6152
-74.415
71,485
Leisure centre manager
1974-07-19
96bbc0ab4a69596003f528a4a0e109a1
1,371,675,255
40.025104
-75.384342
0
1,292,559
2020-06-19 20:54:45
3,500,969,075,198,072
fraud_Dibbert-Green
entertainment
97.71
Kenneth
Sanchez
M
0110 Ashley Forest
Tekoa
WA
99,033
47.2271
-117.0819
895
Clothing/textile technologist
1999-05-31
2ee9d3d8f8d93ea5b33fdb5c73e89db1
1,371,675,285
48.091447
-118.05188
0
1,292,560
2020-06-19 20:54:55
3,535,808,924,394,848
fraud_Lynch-Mohr
travel
546.22
Matthew
Myers
M
4936 Michelle Points
Tower Hill
IL
62,571
39.39
-88.9597
1,532
Radio broadcast assistant
1980-01-09
e9b4b81b77d4397a6fcb50b106e3872d
1,371,675,295
39.882995
-89.798991
0
1,292,561
2020-06-19 20:54:58
675,945,690,716
fraud_Padberg-Rogahn
entertainment
73.4
Ellen
Smith
F
285 George Lake
Beaver Falls
PA
15,010
40.7687
-80.3592
28,425
Podiatrist
2000-06-09
b1aa137ee5f893377ba1eabe3e413206
1,371,675,298
41.325265
-79.946183
0
1,292,562
2020-06-19 20:55:59
2,248,735,346,244,816
fraud_Durgan, Gislason and Spencer
home
32.17
Jacob
Weber
M
29156 Mark Park Apt. 108
Utica
KS
67,584
38.6411
-100.138
269
Product/process development scientist
1962-11-11
64917072de6bd7f7c4cf52b331fbd68a
1,371,675,359
38.962757
-99.58858
0
1,292,563
2020-06-19 20:56:01
630,425,673,344
fraud_Bradtke, Torp and Bahringer
personal_care
33.91
Bryan
Miller
M
411 Laurie Fords
Cass
WV
24,927
38.388
-79.9906
365
Special effects artist
1970-03-14
d5cfdc4c19c373095afbfd037aa914a0
1,371,675,361
37.728301
-80.876603
0
1,292,564
2020-06-19 20:56:21
4,600,155,880,464
fraud_Connelly-Carter
home
34.07
Charles
Copeland
M
92213 Lee Well
West Palm Beach
FL
33,404
26.7832
-80.0638
459,921
Administrator, arts
1969-09-08
17d6e58de9a37f1f5fc790a3c6abf29b
1,371,675,381
26.910428
-80.648208
0
1,292,565
2020-06-19 20:56:22
2,712,209,726,293,386
fraud_Powlowski-Weimann
food_dining
22.08
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
b51ede359e456929e705b575928b256d
1,371,675,382
30.14865
-90.490125
0
1,292,566
2020-06-19 20:56:41
4,956,828,990,005,111,000
fraud_Mayert Group
shopping_pos
2.52
Kenneth
Robinson
M
269 Sanchez Rapids
Elizabeth
NJ
7,208
40.6747
-74.2239
124,967
Operational researcher
1980-12-21
35ccedb0c8a5d12355da6e70a89055d2
1,371,675,401
40.122927
-73.606381
0
1,292,567
2020-06-19 20:57:09
30,551,643,947,183
fraud_Powlowski-Weimann
food_dining
59.74
Morgan
Smith
F
1441 Bradley Place
Grover
NC
28,073
35.1836
-81.4552
5,621
Toxicologist
1973-11-14
a391ead56bb7aa2c34053f5736b363e8
1,371,675,429
36.084031
-82.334505
0
1,292,568
2020-06-19 20:57:14
4,169,759,661,243,568
fraud_Dare-Marvin
entertainment
242.26
Jamie
Carr
F
55363 Aaron Circle Suite 450
Lawn
PA
17,041
40.2236
-76.538
213
Special educational needs teacher
1972-02-15
a80671b279be9e3e38e8a8b764cc967e
1,371,675,434
40.780512
-76.86186
0
1,292,569
2020-06-19 20:57:33
4,561,546,772,499
fraud_Prosacco, Kreiger and Kovacek
home
151.99
Daniel
Briggs
M
7118 Jessica Unions Apt. 789
Moriarty
NM
87,035
34.9889
-106.0609
7,268
Therapist, art
1988-08-04
3c927bed7cc99fba1398e8c91ba36fa8
1,371,675,453
35.835277
-105.89987
0
1,292,570
2020-06-19 20:59:00
4,348,786,085,525,522
fraud_Altenwerth-Kilback
home
75.05
John
Nichols
M
862 Anderson Highway
Bryant
WI
54,418
45.203
-88.9983
1,080
Information systems manager
1979-01-08
a07a99bfbb92aadd211ae21abefe8e52
1,371,675,540
44.332535
-89.876528
0
1,292,571
2020-06-19 20:59:11
3,521,417,320,836,166
fraud_Monahan-Morar
personal_care
24.99
Angela
Hodges
F
08236 Kim Hill
Indianapolis
IN
46,254
39.849
-86.272
910,148
Firefighter
1975-11-30
14d6eeb54e4aac7592fcba53dd52a8bf
1,371,675,551
40.836343
-86.175655
0
1,292,572
2020-06-19 21:00:22
4,279,161,831,637
fraud_Spencer-Runolfsson
misc_pos
470.29
Lisa
Hendrix
F
35737 Kirby Fall Suite 409
Vanderbilt
PA
15,486
40.0246
-79.6955
2,303
Physiotherapist
1987-08-16
038a4a560f79c882624aa67e27b8e732
1,371,675,622
39.32081
-80.332469
0
1,292,573
2020-06-19 21:01:07
6,011,366,578,560,244
fraud_Lesch Ltd
shopping_pos
9.47
Adam
Stark
M
0912 Mark Fields Apt. 080
Mc Veytown
PA
17,051
40.5046
-77.7186
4,653
Nutritional therapist
1997-07-01
c9f7e589fadf3322649c7607444ab67c
1,371,675,667
41.034631
-76.73482
0
1,292,574
2020-06-19 21:01:47
567,868,110,212
fraud_Fisher-Schowalter
shopping_net
9.56
Dawn
Tucker
F
789 Herring Manors
Houston
TX
77,007
29.7736
-95.4034
2,906,700
Copywriter, advertising
1984-12-16
205edebaeaf7164e4695604bb120e8c8
1,371,675,707
30.09739
-95.465255
0
1,292,575
2020-06-19 21:02:09
6,011,860,238,257,910
fraud_Kihn-Fritsch
food_dining
73.73
Lisa
Mendez
F
44259 Beth Station Suite 215
Lahoma
OK
73,754
36.385
-98.0727
1,078
Programme researcher, broadcasting/film/video
1952-07-06
65fea4944074430ec06fa16cd7bf300e
1,371,675,729
35.834547
-97.443732
0
1,292,576
2020-06-19 21:03:34
4,040,099,974,063,068,700
fraud_Haag-Blanda
food_dining
67.77
Jeffrey
Lewis
M
24255 Bryan Square
Palermo
ND
58,769
48.3396
-102.24
229
Administrator
1983-03-20
bd3b93b68f7dc9f3073b15faad4713c5
1,371,675,814
49.033623
-103.02478
0
1,292,577
2020-06-19 21:03:48
4,890,424,426,862,857,000
fraud_Dare-Marvin
entertainment
27.33
Jeremy
Whitney
M
0371 Aimee Neck Suite 856
Sacramento
CA
95,827
38.5662
-121.3286
757,530
Magazine features editor
1979-04-30
34f9a9e13c3d6a9df2d67d66aecb2042
1,371,675,828
37.734951
-120.640664
0
1,292,578
2020-06-19 21:04:23
3,587,044,315,915,002
fraud_Kuphal-Toy
food_dining
54.05
Christian
Roman
M
495 Fisher Throughway
Grand Junction
TN
38,039
35.0659
-89.1534
1,804
Clothing/textile technologist
1974-10-15
d27e5a87fa4843e65f9a437c62d45307
1,371,675,863
35.97834
-90.108007
0
1,292,579
2020-06-19 21:04:49
2,235,613,922,823,698
fraud_Bednar PLC
kids_pets
90.94
Melissa
Mcclure
F
2027 Snyder Track
Manville
WY
82,227
42.73
-104.7024
241
Educational psychologist
1980-12-16
3f36e4c3ee39498d72bfe4c8ba609369
1,371,675,889
41.85369
-104.62606
0
1,292,580
2020-06-19 21:05:00
5,388,659,976,630,693
fraud_Osinski Inc
personal_care
7.23
Charles
Preston
M
5364 William Harbor
Seneca
WI
54,654
43.2064
-90.9405
153
Quantity surveyor
1962-02-14
32f099a635ea3e5fb44c1709f7cc0cd0
1,371,675,900
44.01525
-91.667866
0
1,292,581
2020-06-19 21:05:08
4,640,395,708,703
fraud_Monahan-Morar
personal_care
7.23
Melissa
Krause
F
67632 Martin Gateway
Fordoche
LA
70,732
30.6576
-91.6264
1,178
Community education officer
1951-06-13
e870a03822d4f2be24504ce301ffe059
1,371,675,908
31.153903
-90.947454
0
1,292,582
2020-06-19 21:05:09
4,707,867,759,656,333
fraud_Medhurst, Cartwright and Ebert
personal_care
15.86
Susan
Shah
F
9016 Jordan Bypass Apt. 516
Cranks
KY
40,820
36.7558
-83.1838
581
Psychologist, counselling
1967-02-04
178b17f358f4c1daa1431d8f47b2fd1e
1,371,675,909
37.213954
-83.63289
0
1,292,583
2020-06-19 21:05:21
345,933,964,507,467
fraud_Abbott-Steuber
personal_care
125.83
Carol
Dillon
F
27479 Reeves Dale
Whaleyville
MD
21,872
38.4121
-75.2811
718
Regulatory affairs officer
1985-03-19
1d37ecdf1f64cf2538202f3ab2c1ad06
1,371,675,921
38.939991
-75.240239
0
1,292,584
2020-06-19 21:05:24
3,587,044,315,915,002
fraud_Ernser-Lynch
food_dining
58
Christian
Roman
M
495 Fisher Throughway
Grand Junction
TN
38,039
35.0659
-89.1534
1,804
Clothing/textile technologist
1974-10-15
4b1a483146fd492faaef59ae04417022
1,371,675,924
34.101357
-88.260035
0
1,292,585
2020-06-19 21:05:52
342,319,985,983,023
fraud_Mueller, Gerhold and Mueller
health_fitness
74.63
Bryan
Pugh
M
6366 French Field
Margaretville
NY
12,455
42.1852
-74.6178
1,988
Environmental health practitioner
1978-05-23
9cc0f6cd8e92e43acf73fb5a6b89732d
1,371,675,952
41.64553
-74.823982
0
1,292,586
2020-06-19 21:06:01
6,011,399,591,920,186
fraud_Waelchi Inc
kids_pets
10.86
Maria
Roy
F
58665 Nicholas Ford Suite 348
Sheffield
MA
1,257
42.1001
-73.3611
2,121
Radio producer
1973-10-14
ec93273c017e1495295dd579f1fe15d3
1,371,675,961
42.796758
-72.674972
0
1,292,587
2020-06-19 21:06:06
4,653,879,239,169,997
fraud_Turcotte-Halvorson
misc_pos
2.08
Monica
Tucker
F
302 Christina Islands
Smiths Grove
KY
42,171
37.0581
-86.1938
6,841
Therapist, sports
1999-06-06
13e3e7b48b8d827890060e3df15ce3ad
1,371,675,966
37.583361
-87.051799
0
1,292,588
2020-06-19 21:06:36
4,099,707,841,315,751
fraud_Powlowski-Weimann
food_dining
13.29
James
Stephens
M
1166 Castillo Mountains
Ruckersville
VA
22,968
38.2586
-78.4074
9,815
Designer, ceramics/pottery
1975-07-07
ba6cffbc266cf39ea61e263139057232
1,371,675,996
38.735697
-79.380392
0
1,292,589
2020-06-19 21:07:18
3,577,794,103,155,425
fraud_Emmerich-Rau
personal_care
56.21
Mary
Humphrey
F
9853 Flynn Hollow Apt. 602
Reynolds
ND
58,275
47.7068
-97.2092
733
Visual merchandiser
1994-11-12
f65ef97f1f8773c091304683b60942b3
1,371,676,038
46.794422
-96.990398
0
1,292,590
2020-06-19 21:08:46
6,011,504,998,544,485
fraud_Gerhold LLC
home
97.76
Ashley
Whitney
F
4038 Smith Avenue
Jones
AL
36,749
32.5104
-86.8138
1,089
Materials engineer
1971-11-02
9b32a7c5262824c9b2d253324f3bcb6f
1,371,676,126
33.30494
-87.196735
0
1,292,591
2020-06-19 21:09:34
4,755,696,071,492
fraud_Streich, Dietrich and Barton
shopping_net
5.08
Robert
Evans
M
01892 Patricia Vista Apt. 828
Sachse
TX
75,048
32.9643
-96.6012
20,328
Site engineer
1985-06-20
a9c9baa3198ba03be14ae09c1b6a3886
1,371,676,174
33.281563
-96.917467
0
1,292,592
2020-06-19 21:10:12
3,589,255,887,819,806
fraud_Gaylord-Powlowski
home
83.22
David
Miller
M
622 Bradley Knoll Apt. 758
Hancock
MD
21,750
39.6991
-78.1762
3,766
Press photographer
1984-02-14
8fd40575f42017b59143fdaa17d35ff3
1,371,676,212
40.094956
-78.220466
0
1,292,593
2020-06-19 21:10:16
676,369,110,710
fraud_Kihn-Schuster
food_dining
22.61
David
Wolfe
M
81261 Garcia Underpass Suite 741
Southfield
MI
48,034
42.4969
-83.2911
75,830
Engineer, automotive
1974-12-28
20783aab81798e32fa0cc4e379c8efc0
1,371,676,216
42.534551
-84.094129
0
1,292,594
2020-06-19 21:10:40
30,199,621,383,748
fraud_Powlowski-Weimann
food_dining
21.56
Theresa
Powell
F
117 Natasha Vista Suite 936
Leonard
TX
75,452
33.4044
-96.2238
4,090
Sub
1977-03-23
ed64a6e83c53805c431f5840e869b3de
1,371,676,240
34.240462
-97.146598
0
1,292,595
2020-06-19 21:10:59
4,715,741,951,931,169,000
fraud_Gerhold LLC
home
34
Robert
Drake
M
463 Willie Estates
Burbank
OK
74,633
36.6966
-96.7869
471
Sub
1941-03-30
aae6ecc8d72fe9a48917d9324e4f0446
1,371,676,259
36.173115
-96.562824
0
1,292,596
2020-06-19 21:11:20
3,586,008,444,788,268
fraud_Stark-Koss
home
15.32
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
57112f28b23d613c86000ebb4e5b007f
1,371,676,280
46.51196
-122.412309
0
1,292,597
2020-06-19 21:11:20
6,524,376,634,971,418
fraud_Hammes-Beatty
kids_pets
61.68
Jasmine
Foster
F
954 White Alley Apt. 251
Phil Campbell
AL
35,581
34.347
-87.7154
5,778
Engineer, aeronautical
1952-12-05
d5dae604cf855575e92c04c4e6eb442a
1,371,676,280
33.52903
-87.479944
0
1,292,598
2020-06-19 21:11:23
4,342,532,437,704,183
fraud_Gutmann-Upton
misc_pos
4.2
Kevin
Elliott
M
1852 Vincent Isle Suite 328
Newark Valley
NY
13,811
42.2281
-76.1625
4,354
Further education lecturer
1994-02-16
3d4338ff802ba83fa51aa412622ff6b7
1,371,676,283
42.711499
-77.136006
0
1,292,599
2020-06-19 21:11:25
4,149,238,353,975,790
fraud_Kassulke Inc
entertainment
64.04
Tanner
Carroll
M
494 Burke Ports
Cokeburg
PA
15,324
40.1008
-80.0652
632
Dealer
1989-04-08
cec79a57a4dc6b4863926a919ee0539b
1,371,676,285
39.694972
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