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
1,295,900
2020-06-21 05:28:48
375,767,678,113,375
fraud_Osinski, Ledner and Leuschke
grocery_pos
98.63
Christopher
Patterson
M
16744 Campbell Wall Apt. 372
Timberville
VA
22,853
38.6476
-78.7717
4,367
Waste management officer
1962-04-12
84719f1eb13777166e8756f30431ede7
1,371,792,528
39.297937
-78.396426
0
1,295,901
2020-06-21 05:29:13
4,584,931,703,207,308,300
fraud_Kiehn Inc
grocery_pos
183.26
Amanda
Gomez
F
8152 Brittany Centers
Dallas
TX
75,218
32.8463
-96.6972
1,263,321
Designer, ceramics/pottery
1975-04-16
9fa3bd37217f27906e7565cb917fe337
1,371,792,553
31.967506
-96.004325
0
1,295,902
2020-06-21 05:30:02
4,716,561,796,955,522
fraud_Harris Inc
gas_transport
61.45
Lauren
Anderson
F
11014 Chad Lake Apt. 573
Heart Butte
MT
59,448
48.2777
-112.8456
743
Water engineer
1972-05-04
8c4aa53df584812a9440676d44b1654f
1,371,792,602
48.517533
-113.43713
0
1,295,903
2020-06-21 05:30:04
3,508,104,404,056,005
fraud_Durgan-Auer
misc_net
819.11
Michael
Fisher
M
401 Escobar Port
East Troy
WI
53,120
42.8035
-88.4092
9,679
Engineer, production
1991-04-11
a1f2cfd2831cf8847dbd2aec36867a2d
1,371,792,604
42.770658
-87.511493
0
1,295,904
2020-06-21 05:30:06
571,844,099,986
fraud_Berge LLC
gas_transport
71.57
Susan
Mills
F
005 Cody Estates
Louisville
KY
40,202
38.2507
-85.7476
736,284
Engineering geologist
1952-04-02
37f52ca67b5ec1488919bc920bf5c81d
1,371,792,606
37.509739
-85.634252
0
1,295,905
2020-06-21 05:30:26
180,069,253,480,336
fraud_Mohr Inc
shopping_pos
7.05
William
Hunter
M
5036 Victoria Ports Suite 249
Emporium
PA
15,834
41.5177
-78.2536
4,533
Public affairs consultant
1969-11-01
eeb8471ef284aaf98f10cd3caf39a50a
1,371,792,626
41.209195
-78.989528
0
1,295,906
2020-06-21 05:30:46
371,226,440,126,102
fraud_Heller-Langosh
gas_transport
53.86
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
4f3bdba81763c46d33cc684dd708670e
1,371,792,646
38.510619
-89.937673
0
1,295,907
2020-06-21 05:32:24
4,128,027,264,554,082
fraud_Gislason Group
misc_pos
2.6
Kyle
Park
M
7507 Larry Passage Suite 859
Mount Perry
OH
43,760
39.8788
-82.188
1,831
Barrister's clerk
1953-10-18
974be8cc837c92b0a0c60d8ef5cbb21c
1,371,792,744
40.119708
-81.517378
0
1,295,908
2020-06-21 05:32:29
4,474,324,669,797,121
fraud_Osinski, Ledner and Leuschke
grocery_pos
133.03
Matthew
Russell
M
168 Michael Coves Suite 343
June Lake
CA
93,529
37.7773
-119.0825
633
Health service manager
1927-09-09
b019d65f67fb971d3e951dd64bc5dfe9
1,371,792,749
36.953435
-119.302744
0
1,295,909
2020-06-21 05:32:38
3,541,687,240,161,491
fraud_Kutch LLC
gas_transport
76.3
Mark
Nguyen
M
62631 Ashley Ramp Apt. 965
Sea Island
GA
31,561
31.1989
-81.3322
298
Engineer, structural
1963-04-22
8bde0dd70e1c7ad1a32989a6a17f03fb
1,371,792,758
31.445923
-81.132769
0
1,295,910
2020-06-21 05:32:49
6,538,441,737,335,434
fraud_Cummerata-Jones
gas_transport
52.38
Gina
Grimes
F
444 Robert Mews
Clarks Mills
PA
16,114
41.3851
-80.1752
606
Energy manager
1997-09-22
b58af7823159b8bdab55d8f4adb558db
1,371,792,769
41.901253
-79.800036
0
1,295,911
2020-06-21 05:32:50
346,273,234,529,002
fraud_Dicki Ltd
grocery_net
56.9
Donna
Moreno
F
32301 Albert River Suite 364
Ronceverte
WV
24,970
37.7418
-80.4626
4,575
Statistician
1991-10-22
4430fcc70c736d1b9a07dd126756a536
1,371,792,770
38.546959
-79.788924
0
1,295,912
2020-06-21 05:33:02
341,542,810,616,333
fraud_Reynolds-Schinner
misc_pos
2.6
Billy
Mcdonald
M
304 Ryan Port Suite 335
Camden
MO
64,017
39.2048
-94.0259
464
Colour technologist
1959-05-28
8b697c024b3d9704f1edd9df4c90a5fe
1,371,792,782
39.573953
-94.298891
0
1,295,913
2020-06-21 05:33:04
3,546,674,063,249,004
fraud_Dooley-Thompson
misc_net
1.3
Jordan
May
M
1626 Susan Course
Aledo
TX
76,008
32.7004
-97.6039
13,602
Optometrist
1984-07-05
27bb7b6905539007c5008370a7bb5c54
1,371,792,784
33.661957
-96.614429
0
1,295,914
2020-06-21 05:33:21
4,292,743,669,224,718,000
fraud_Schamberger-O'Keefe
grocery_pos
53.93
Michael
Williams
M
35822 Clayton Street Apt. 679
Great Mills
MD
20,634
38.2674
-76.4954
5,927
Art therapist
1973-06-09
cc2c28a882af2bf03eb3216411cd5832
1,371,792,801
37.275899
-75.711888
0
1,295,915
2020-06-21 05:33:27
3,586,008,444,788,268
fraud_Cummings Group
grocery_net
39.64
Crystal
Fuller
F
000 Jennifer Mills
Issaquah
WA
98,027
47.4974
-122.0107
50,489
Osteopath
1984-02-29
b8e0523e90b33dd6f0f1ecd295c1faf7
1,371,792,807
47.51161
-122.350601
0
1,295,916
2020-06-21 05:33:46
4,707,867,759,656,333
fraud_Sawayn PLC
shopping_pos
4.14
Susan
Shah
F
9016 Jordan Bypass Apt. 516
Cranks
KY
40,820
36.7558
-83.1838
581
Psychologist, counselling
1967-02-04
c2a1d6b7e7be9894baadc284fb53407e
1,371,792,826
35.756078
-82.722547
0
1,295,917
2020-06-21 05:35:35
4,904,681,492,230,012
fraud_Johnston, Nikolaus and Maggio
grocery_net
68.04
Lisa
Lowe
F
574 David Locks Suite 207
Cottekill
NY
12,419
41.8467
-74.1038
722
Comptroller
1990-10-19
5161bfcdbe016307af07b4fb02a60953
1,371,792,935
41.418725
-73.338254
0
1,295,918
2020-06-21 05:35:50
676,245,600,876
fraud_Turner, Ziemann and Lehner
food_dining
35.17
Ashley
Blanchard
F
292 Lowe Dam Suite 858
West Palm Beach
FL
33,417
26.7197
-80.1248
459,921
Historic buildings inspector/conservation officer
1960-06-14
a97ff994e7e6e8a3e67874fd1a97f6ac
1,371,792,950
26.002506
-80.8186
0
1,295,919
2020-06-21 05:36:39
344,342,339,068,828
fraud_Eichmann-Russel
misc_pos
491.3
Ruth
Fuller
F
37732 Joe Courts Apt. 752
Darien
GA
31,305
31.3826
-81.4312
5,989
Tax adviser
1967-05-05
9fc6e44b99d975ce976fd09985b47f42
1,371,792,999
31.611543
-81.076961
0
1,295,920
2020-06-21 05:36:40
6,011,388,901,471,808
fraud_Kris-Weimann
misc_net
165.82
Jacqueline
Marsh
F
950 Sheryl Spurs
Dunlevy
PA
15,432
40.1151
-79.8627
427
Mining engineer
1951-02-05
4fd79f75b9e4bdc9f03025d2102f0cb5
1,371,793,000
39.607561
-80.423743
0
1,295,921
2020-06-21 05:37:04
6,011,305,591,981,276
fraud_Greenholt, O'Hara and Balistreri
shopping_net
464.73
Daniel
Jones
M
290 Kathryn Fall
Huntsville
AL
35,803
34.6205
-86.551
190,178
Engineer, automotive
1959-06-06
488dba7b677c93dcdc6f66616a7e4a86
1,371,793,024
34.912215
-86.426094
0
1,295,922
2020-06-21 05:37:32
376,445,266,762,684
fraud_Brown PLC
misc_net
18.86
Rachel
Lowe
F
372 Jeffrey Course
Sutherland
NE
69,165
41.1558
-101.136
1,789
Insurance broker
1982-02-11
032d74253f61444ab09194be830584d7
1,371,793,052
41.952494
-101.661446
0
1,295,923
2020-06-21 05:37:42
377,234,009,633,447
fraud_Jenkins, Hauck and Friesen
gas_transport
45.91
Theresa
Blackwell
F
43576 Kristina Islands
Shenandoah Junction
WV
25,442
39.3716
-77.8229
1,925
Systems developer
1966-02-14
3cda4fd02a43896153807fd6c75c8091
1,371,793,062
38.854203
-77.373078
0
1,295,924
2020-06-21 05:37:49
4,979,422,371,139,333
fraud_Huels-Nolan
gas_transport
90.07
Kelly
Zimmerman
F
1893 Katie Tunnel
Westerville
NE
68,881
41.4193
-99.3844
73
Product designer
1935-02-10
5453038a40bce41ca89f3fa722e40dc2
1,371,793,069
40.970937
-100.163785
0
1,295,925
2020-06-21 05:38:23
2,248,735,346,244,816
fraud_Erdman-Kertzmann
gas_transport
60.14
Jacob
Weber
M
29156 Mark Park Apt. 108
Utica
KS
67,584
38.6411
-100.138
269
Product/process development scientist
1962-11-11
a0982a4a5d2a9fd1175e981959ca1287
1,371,793,103
39.114603
-99.347938
0
1,295,926
2020-06-21 05:38:47
3,567,697,931,646,329
fraud_Stroman, Hudson and Erdman
gas_transport
36.69
John
Stevens
M
428 Morgan River
Hudson
NY
12,534
42.247
-73.7552
17,867
Travel agency manager
1998-07-29
45c0be624931730b88729d3516fb059f
1,371,793,127
41.320719
-73.952826
0
1,295,927
2020-06-21 05:39:16
377,550,167,323,848
fraud_Robel, Cummerata and Prosacco
gas_transport
71.49
Kevin
Walters
M
87227 Tapia Burgs
Auburn
ME
4,210
44.0948
-70.239
23,045
Tourist information centre manager
1958-09-02
ec9dd31ce9388725fee5f610917fb096
1,371,793,156
44.753436
-70.99635
0
1,295,928
2020-06-21 05:39:18
3,565,423,334,076,143
fraud_Ferry, Lynch and Kautzer
misc_net
1.46
Nathan
Thomas
M
4923 Campbell Pines Suite 717
Carlisle
IN
47,838
38.9763
-87.3667
4,081
Energy engineer
1938-03-15
94419a2a60a30a8e327132c9654fb0c2
1,371,793,158
38.92212
-88.341782
0
1,295,929
2020-06-21 05:40:17
2,712,209,726,293,386
fraud_Rippin, Kub and Mann
misc_net
402.65
Jenna
Brooks
F
50872 Alex Plain Suite 088
Baton Rouge
LA
70,808
30.4066
-91.1468
378,909
Designer, furniture
1977-02-22
caa477800d560c0054b4c3f692df1294
1,371,793,217
31.164104
-91.01738
0
1,295,930
2020-06-21 05:41:45
3,573,030,041,201,292
fraud_Jenkins, Hauck and Friesen
gas_transport
62.96
Joanne
Williams
F
3638 Marsh Union
Altonah
UT
84,002
40.3207
-110.436
302
Sales professional, IT
1990-01-17
2b21f4ad861afcbd06ec3a21a4801dc8
1,371,793,305
39.324862
-110.020124
0
1,295,931
2020-06-21 05:42:18
4,839,615,922,685,395
fraud_Durgan-Auer
misc_net
32.63
Phillip
Robertson
M
85344 Smith Gateway Apt. 280
Harrodsburg
IN
47,434
39.013
-86.5457
76
Social researcher
1955-05-06
adcd9f00bf9c014564777aa7aeae9b0f
1,371,793,338
38.984169
-86.357649
0
1,295,932
2020-06-21 05:42:40
2,269,768,987,945,882
fraud_Baumbach, Hodkiewicz and Walsh
shopping_pos
101.83
Shannon
Patterson
F
9808 Ellis Bypass
Mount Morris
NY
14,510
42.6835
-77.8664
4,895
Acupuncturist
1958-10-29
db193ca3d73f6662326c52355a7d4072
1,371,793,360
43.167601
-77.400777
0
1,295,933
2020-06-21 05:43:27
675,945,690,716
fraud_Prohaska-Murray
gas_transport
69.73
Ellen
Smith
F
285 George Lake
Beaver Falls
PA
15,010
40.7687
-80.3592
28,425
Podiatrist
2000-06-09
ad57eff34d0803df0b50ff50ad304376
1,371,793,407
41.091383
-79.489978
0
1,295,934
2020-06-21 05:44:40
376,028,110,684,021
fraud_Bernier, Volkman and Hoeger
misc_net
89.41
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
3d29e1c2bd1185fe1c2aa1dfce313a61
1,371,793,480
39.617734
-93.376187
0
1,295,935
2020-06-21 05:45:40
30,197,398,657,930
fraud_Wiegand-Lowe
grocery_net
52.06
April
Johnson
F
9727 Deleon Mountain
Creedmoor
NC
27,522
36.1124
-78.6476
12,335
Chief Strategy Officer
1987-09-19
1c815020bfc7cb75b52c0a4e860eaba7
1,371,793,540
36.490598
-79.219129
0
1,295,936
2020-06-21 05:45:54
3,541,554,378,551,366
fraud_Harber Inc
gas_transport
57.83
Brianna
Wilson
F
257 Victor Stravenue
Hampton
VA
23,666
37.0462
-76.4096
136,895
Accounting technician
1939-09-19
8c5cc7411389440e0e35f390bcd09d32
1,371,793,554
37.973222
-75.521909
0
1,295,937
2020-06-21 05:45:56
584,673,555,952
fraud_Monahan, Bogisich and Ledner
misc_pos
8.81
Jessica
Jordan
F
071 Wise Trace
Coleharbor
ND
58,531
47.5196
-101.2332
307
Make
1930-08-13
a40719afa93c58ab3e2528c79b7d91e4
1,371,793,556
47.036471
-101.271572
0
1,295,938
2020-06-21 05:46:00
348,379,466,427,142
fraud_Vandervort-Funk
grocery_pos
75.69
Michael
Rowe
M
7428 Martinez Flats
Melbourne
FL
32,935
28.1384
-80.6524
139,650
Database administrator
1957-01-23
6fe746ad8be40ff3056167a2f4d7f4a0
1,371,793,560
28.409387
-81.532494
0
1,295,939
2020-06-21 05:46:10
4,092,452,671,396,169,700
fraud_Bins-Rice
gas_transport
57.84
Jeffrey
Vargas
M
478 Alexandria Mount
Bolton
NC
28,423
34.3091
-78.3372
2,290
Engineer, biomedical
1945-12-07
2b98b3062e31c55ef71af01b534ab4d4
1,371,793,570
34.772394
-78.769415
0
1,295,940
2020-06-21 05:46:59
4,810,789,809,665,943,000
fraud_Schaefer, Maggio and Daugherty
gas_transport
66.43
Julie
Sanchez
F
916 Charles Road
Bowersville
OH
45,307
39.5756
-83.7153
338
Quantity surveyor
1988-07-28
3db6b8de20b366ef3870273b5f04db10
1,371,793,619
40.218157
-82.914217
0
1,295,941
2020-06-21 05:47:02
4,239,552,724,014,407
fraud_Connelly, Reichert and Fritsch
gas_transport
66.38
Carl
Hernandez
M
9134 Darryl Flat Suite 916
Paulding
OH
45,879
41.141
-84.5722
6,284
Secondary school teacher
1936-03-27
e566fc2fcd1b5777e5cb496e4a2b7234
1,371,793,622
40.372438
-84.019349
0
1,295,942
2020-06-21 05:47:50
2,231,186,809,828,225
fraud_Kassulke Inc
entertainment
92.83
Katherine
Pennington
F
73869 Connie Prairie
Vienna
GA
31,092
32.0913
-83.7922
7,420
Phytotherapist
1957-01-15
53ca8219dbfd85cbe703a0a203bc4840
1,371,793,670
31.524504
-83.235009
0
1,295,943
2020-06-21 05:48:54
3,590,736,522,064,285
fraud_Koepp-Parker
grocery_pos
210.73
Kimberly
Gonzalez
F
72966 Shannon Pass Apt. 391
Bauxite
AR
72,011
34.5091
-92.4828
4,074
Scientist, audiological
1975-12-20
7b29ad5a6228bd3f13826565f37ca5ee
1,371,793,734
34.832129
-92.183542
0
1,295,944
2020-06-21 05:49:08
639,095,706,599
fraud_Kling Inc
gas_transport
61.16
Kyle
Wilkinson
M
93970 Trujillo Causeway
Curlew
IA
50,527
42.9633
-94.7975
223
Estate manager/land agent
1939-04-14
890d8015f005d1dddbb557c06d1bd702
1,371,793,748
43.469199
-94.657248
0
1,295,945
2020-06-21 05:49:27
503,848,303,379
fraud_Lockman, West and Runte
grocery_pos
34.74
Gregory
Wallace
M
27203 Darrell Landing
Saint James City
FL
33,956
26.529
-82.0916
3,776
Sport and exercise psychologist
1976-09-12
85cdbb24248dcd9d63eb1e14e0bf9f39
1,371,793,767
27.249347
-82.245913
0
1,295,946
2020-06-21 05:49:35
4,727,244,663,135,968
fraud_Sawayn PLC
shopping_pos
9.24
Mary
Lewis
F
118 Justin Extension
Bay Minette
AL
36,507
30.8635
-87.7644
19,090
Science writer
1929-05-30
1fa2ed87032e5d2e6292da9bc1c644cf
1,371,793,775
30.638898
-87.80108
0
1,295,947
2020-06-21 05:50:02
213,161,231,269,724
fraud_Langosh, Wintheiser and Hyatt
food_dining
55.43
Alyssa
Morgan
F
622 Robin Run Suite 764
Gadsden
AL
35,901
34.048
-85.9246
67,082
Physiological scientist
1963-02-09
6e92c08b349ea4932f230ee6fb06e676
1,371,793,802
33.646636
-85.380962
0
1,295,948
2020-06-21 05:50:04
565,399,283,797
fraud_Gleason-Macejkovic
shopping_net
92.79
Anthony
Allen
M
6993 Carr Lodge Apt. 311
Jordan Valley
OR
97,910
42.8801
-117.281
641
Economist
1993-11-24
d6c916b381b5119fb7aa13ac7bf7eda7
1,371,793,804
42.033052
-116.639908
0
1,295,949
2020-06-21 05:50:20
213,157,767,990,030
fraud_Parisian, Schiller and Altenwerth
misc_net
12.14
Tara
Campbell
F
05050 Rogers Well Apt. 439
Rock Springs
WY
82,901
41.606
-109.23
27,971
Music therapist
1984-08-01
01ef15204eeeb7c603c0c1a7c3a7bf3e
1,371,793,820
41.890505
-110.006625
0
1,295,950
2020-06-21 05:50:21
213,161,231,269,724
fraud_Schuppe LLC
entertainment
59.67
Alyssa
Morgan
F
622 Robin Run Suite 764
Gadsden
AL
35,901
34.048
-85.9246
67,082
Physiological scientist
1963-02-09
de512033e0034cfb2885218656d69673
1,371,793,821
33.241704
-85.799194
0
1,295,951
2020-06-21 05:51:01
345,389,171,551,808
fraud_Heller, Gutmann and Zieme
grocery_pos
49.75
Justin
Fowler
M
5569 Phillips Neck Apt. 003
Coffeeville
MS
38,922
33.9215
-89.6782
3,451
Financial trader
1984-05-19
fa311dc405341ce97b736e754a0af3ec
1,371,793,861
34.479253
-90.020208
0
1,295,952
2020-06-21 05:51:21
342,952,484,382,519
fraud_DuBuque LLC
grocery_pos
115.04
Kayla
Jones
F
6033 Young Track Suite 804
East Canaan
CT
6,024
42.0158
-73.2913
647
Comptroller
1987-09-26
3fdaaf148971d53796a7dee80563b353
1,371,793,881
42.449141
-73.224696
0
1,295,953
2020-06-21 05:51:27
4,586,810,168,620,942
fraud_Collier Inc
grocery_net
21.69
Michelle
Gregory
F
6983 Carrillo Isle
Edisto Island
SC
29,438
32.5486
-80.307
2,408
Sales professional, IT
1997-07-05
61aff6538cec50bb802aa98d4eeb0223
1,371,793,887
31.890902
-81.009519
0
1,295,954
2020-06-21 05:51:57
4,933,461,930,348,832
fraud_Schaefer, Maggio and Daugherty
gas_transport
80.23
Richard
Carter
M
5097 Martin Ridges
Minneapolis
MN
55,403
44.9673
-93.2828
1,022,298
Chemical engineer
1976-09-29
c3e516a3df7552a1613d112901f8ff5a
1,371,793,917
44.683473
-93.467476
0
1,295,955
2020-06-21 05:52:13
343,472,729,187,663
fraud_O'Keefe-Hudson
grocery_pos
101.98
Gloria
Wallace
F
234 Bridges Wells Apt. 389
Center Tuftonboro
NH
3,816
43.6849
-71.2551
1,368
Optician, dispensing
1971-08-05
eb865486548329be7ddf8a7170b8d4bc
1,371,793,933
43.362036
-71.782407
0
1,295,956
2020-06-21 05:52:29
376,656,886,990,758
fraud_Lockman, West and Runte
grocery_pos
62.89
Richard
Vance
M
169 Shelia Knoll Suite 753
Zavalla
TX
75,980
31.1569
-94.3871
2,836
Designer, jewellery
1985-12-03
e5371ec71934a910d2b396ec041ac15e
1,371,793,949
31.179433
-93.806627
0
1,295,957
2020-06-21 05:53:38
4,756,039,869,079,882,000
fraud_Schumm, Bauch and Ondricka
grocery_pos
113.88
Francisco
Hernandez
M
980 Smith Gardens
Gainesville
TX
76,240
33.6547
-97.1583
26,120
Engineer, manufacturing
1954-01-06
6718265531332d536cfaae84f2a62ed0
1,371,794,018
34.115321
-96.989586
0
1,295,958
2020-06-21 05:53:57
3,560,697,798,177,746
fraud_Upton PLC
entertainment
37.29
Matthew
Young
M
8840 Miller Port Suite 645
Indian Wells
CA
92,210
33.7163
-116.3381
4,677
Learning mentor
1955-05-06
1813fb574415be45ec32acbd0cc4cdff
1,371,794,037
33.908841
-116.459029
0
1,295,959
2020-06-21 05:54:13
30,546,453,310,167
fraud_Hudson-Ratke
grocery_pos
104.29
Nicholas
Tran
M
672 Randall Burg Suite 551
Belmont
NH
3,220
43.4512
-71.489
7,430
Scientist, research (medical)
1955-01-13
2907a848844489208b5c0257c3598ccd
1,371,794,053
43.005308
-71.480439
0
1,295,960
2020-06-21 05:54:34
4,769,426,683,924,059,000
fraud_Turner and Sons
shopping_pos
6.34
Andrea
Cruz
F
26572 Hodge Villages Suite 512
Mifflin
PA
17,058
40.5553
-77.4001
1,909
Mining engineer
1954-08-22
a73e2d9b680263b962716f8967fcf36b
1,371,794,074
41.183288
-76.681014
0
1,295,961
2020-06-21 05:55:15
3,565,196,229,855,512
fraud_Bailey-Morar
grocery_pos
77.73
Adriana
Harvey
F
715 Joy Prairie
Unionville
MO
63,565
40.4815
-92.9951
3,805
Investment banker, corporate
1950-09-15
48bbfbd57599caf9d7a0d8973313bf3d
1,371,794,115
39.503467
-92.898733
0
1,295,962
2020-06-21 05:55:39
213,161,293,389,774
fraud_Bailey-Morar
grocery_pos
95.3
Catherine
Weber
F
74890 Rodriguez Springs Apt. 540
West Henrietta
NY
14,586
43.0397
-77.6871
10,256
Teacher, primary school
1968-06-24
346a961ca279085e9830ab88195b634c
1,371,794,139
43.064422
-77.82978
0
1,295,963
2020-06-21 05:56:48
3,554,849,923,339,851
fraud_Nicolas, Hills and McGlynn
entertainment
121.49
John
Hudson
M
886 Nicole Key
Stillwater
OK
74,074
36.1043
-97.0609
55,345
Cabin crew
1948-05-01
a9f9c5a14cf4af045111fdaaa8ce8a76
1,371,794,208
36.30637
-96.783657
0
1,295,964
2020-06-21 05:57:12
372,520,049,757,633
fraud_Dicki Ltd
grocery_net
17.6
Lori
Ramirez
F
4293 Ramirez Squares
Ranier
MN
56,668
48.6031
-93.2977
136
Ceramics designer
2000-02-20
c90aa96f49289cfce980a2fc03e9290b
1,371,794,232
49.490358
-93.896804
0
1,295,965
2020-06-21 05:57:35
2,286,236,465,059,468
fraud_Friesen Inc
shopping_pos
7.8
Morgan
Murray
F
2788 Brittney Island
Blairstown
MO
64,726
38.5319
-93.9221
467
Agricultural consultant
1950-05-27
b4453d1bc96a5405f74c82d72099f143
1,371,794,255
39.045188
-93.896272
0
1,295,966
2020-06-21 05:57:57
213,186,334,552,049
fraud_Friesen-D'Amore
gas_transport
61.68
Andrea
Perkins
F
37426 Olson Villages
Irvine
PA
16,329
41.8117
-79.2643
528
Chief Marketing Officer
1972-09-13
fb99192b8258e23b83f957c0d24f1f76
1,371,794,277
41.229818
-78.778743
0
1,295,967
2020-06-21 05:58:22
375,848,982,312,810
fraud_Strosin-Cruickshank
grocery_pos
112.18
Dale
Smith
M
25036 Contreras Turnpike Suite 270
Purmela
TX
76,566
31.4841
-97.9903
258
Web designer
1943-12-15
375209eb06b1dcfc79239167beb0567d
1,371,794,302
32.034744
-97.631086
0
1,295,968
2020-06-21 05:58:52
4,855,488,158,131,690,000
fraud_Jast-McDermott
shopping_pos
140.85
Jeremy
Roberson
M
25887 Martin Inlet
Graniteville
VT
5,654
44.1554
-72.4847
970
Agricultural consultant
1993-09-29
04622d6898fd152b304b8c9680b99765
1,371,794,332
44.795487
-73.310846
0
1,295,969
2020-06-21 05:59:07
6,573,561,108,825,071
fraud_O'Keefe-Hudson
grocery_pos
80.55
Kristina
Lewis
F
5449 Brandi Heights Apt. 111
Tulsa
OK
74,130
36.2395
-95.9596
413,574
Bookseller
1968-06-18
d143c79e4c1a37e6beaeb5f936c4f88f
1,371,794,347
37.238416
-95.79536
0
1,295,970
2020-06-21 06:00:42
4,223,708,906,367,574,000
fraud_Connelly, Reichert and Fritsch
gas_transport
66.29
Adam
Riddle
M
27718 Mason Bypass
Mount Saint Joseph
OH
45,051
39.0965
-84.6431
177
Exhibition designer
1974-05-30
552784a5495a7c9d437e79a90cfd6601
1,371,794,442
39.657814
-85.028493
0
1,295,971
2020-06-21 06:01:20
6,506,116,513,503,136
fraud_Osinski, Ledner and Leuschke
grocery_pos
190.2
Kimberly
Rice
F
63991 Destiny Rue Apt. 651
Tyler
TX
75,703
32.2768
-95.3031
144,160
Sports development officer
1984-05-04
8e82e61e369592a00e9c018b070e17c4
1,371,794,480
32.594584
-94.926001
0
1,295,972
2020-06-21 06:02:20
4,223,708,906,367,574,000
fraud_Boehm, Block and Jakubowski
misc_pos
36.68
Adam
Riddle
M
27718 Mason Bypass
Mount Saint Joseph
OH
45,051
39.0965
-84.6431
177
Exhibition designer
1974-05-30
1fa56520345d44243d48f14629c4e84e
1,371,794,540
39.574933
-84.963353
0
1,295,973
2020-06-21 06:02:41
4,981,132,848,794
fraud_Doyle Ltd
grocery_pos
161.27
Joseph
Spencer
M
7854 Stephanie Island Suite 788
Holloway
OH
43,985
40.0113
-80.9701
128
Child psychotherapist
1946-04-03
181097c6b91ea19ce805e4016cc8476a
1,371,794,561
39.774534
-81.891274
0
1,295,974
2020-06-21 06:03:07
4,841,313,716,651,064
fraud_Tillman, Dickinson and Labadie
gas_transport
69.03
Omar
Gay
M
2161 Blankenship Freeway
West Hartford
VT
5,084
43.7185
-72.4439
140
Development worker, community
1989-10-28
951347ec481d277f8677610c5f771a1b
1,371,794,587
43.449161
-72.002418
0
1,295,975
2020-06-21 06:03:49
343,464,013,864,032
fraud_Howe PLC
entertainment
100.13
Jodi
Foster
F
551 Zachary Freeway
Bailey
NC
27,807
35.8072
-78.0892
6,629
Call centre manager
1962-08-13
35cc4342c3d03f4fb2396572c23ec533
1,371,794,629
36.164127
-77.204779
0
1,295,976
2020-06-21 06:04:02
4,025,612,008,285,111
fraud_Stiedemann Inc
misc_pos
2.38
Krystal
Key
F
23142 Montoya Island Apt. 742
Corsica
PA
15,829
41.1762
-79.1976
1,274
Maintenance engineer
1949-03-20
e913fae52b92096a7560858abd5220b7
1,371,794,642
40.321266
-80.118765
0
1,295,977
2020-06-21 06:04:10
4,147,608,975,828,480
fraud_DuBuque LLC
grocery_pos
122.56
Edward
Tapia
M
354 Gutierrez Gateway
Comfrey
MN
56,019
44.1111
-94.9134
914
Health and safety adviser
1944-07-26
c2d7628f3ba08f9f03ef00a6c2e665d6
1,371,794,650
43.967884
-94.457295
0
1,295,978
2020-06-21 06:04:50
4,961,003,488,432,306
fraud_Connelly, Reichert and Fritsch
gas_transport
65.51
Stacy
Walsh
F
324 Donna Ridge Suite 651
Cressona
PA
17,929
40.6284
-76.195
1,606
Ecologist
1966-05-10
1127d495f31c2fe152e038e9ed32ba84
1,371,794,690
40.630607
-76.531873
0
1,295,979
2020-06-21 06:06:14
180,046,165,512,893
fraud_Kilback LLC
grocery_pos
130.93
Erica
Walker
F
084 Holmes Avenue Suite 206
Stayton
OR
97,383
44.8021
-122.7624
9,587
Engineer, biomedical
1968-03-24
cc052b26ec91a7c3204a9da1911f51c5
1,371,794,774
44.032214
-123.443246
0
1,295,980
2020-06-21 06:06:25
4,006,047,418,382
fraud_Klocko LLC
misc_net
9.29
Robert
Sanchez
M
7314 Johnson Square Apt. 296
Parkers Lake
KY
42,634
36.8347
-84.4436
1,565
Designer, industrial/product
1968-07-24
d55ec0f0f895d9875465396fa31136b3
1,371,794,785
37.156486
-85.329413
0
1,295,981
2020-06-21 06:06:50
213,174,467,670,432
fraud_Schuppe, Nolan and Hoeger
shopping_pos
116.09
James
Bishop
M
7055 Fernandez Estates Apt. 676
Cecilton
MD
21,913
39.4015
-75.8654
663
Podiatrist
1969-01-14
1fd1ac5f2146140f6a2e7a3076219067
1,371,794,810
38.459092
-76.017098
0
1,295,982
2020-06-21 06:07:24
4,906,628,655,840,914,000
fraud_Doyle Ltd
grocery_pos
71.01
Charles
Moreno
M
838 Franklin Prairie Apt. 902
Key West
FL
33,040
24.6557
-81.3824
32,891
Town planner
1987-02-13
df1735aa26b6223803ad1dc84ef63306
1,371,794,844
25.361672
-80.481933
0
1,295,983
2020-06-21 06:07:49
4,384,910,379,661,778
fraud_Erdman-Kertzmann
gas_transport
67.42
Michelle
Russell
F
55505 Christy Via
Hawley
MN
56,549
46.9777
-96.4092
4,508
Naval architect
1949-04-24
0221d5cc7947eb917cf14031263c5b40
1,371,794,869
46.876459
-95.585195
0
1,295,984
2020-06-21 06:07:52
4,277,232,699,798,846
fraud_Miller-Hauck
grocery_pos
139.96
Jennifer
Vance
F
13299 Patrick Terrace
Rhame
ND
58,651
46.1664
-103.7079
475
Illustrator
1955-11-10
715be73b913d6864c0a3b1be387a81b4
1,371,794,872
46.779789
-103.159413
0
1,295,985
2020-06-21 06:08:12
4,550,599,031,376,731
fraud_Huels-Hahn
gas_transport
55.86
Angela
West
F
9471 Wong Islands
Mansfield
OH
44,902
40.7559
-82.5123
92,985
Press photographer
1968-05-29
f6cd963773a42e94d422930ab5acb4e5
1,371,794,892
39.917135
-83.235537
0
1,295,986
2020-06-21 06:08:15
2,703,186,189,652,095
fraud_Jaskolski-Vandervort
misc_net
60.48
Jennifer
Banks
F
561 Perry Cove
Moravian Falls
NC
28,654
36.0788
-81.1781
3,495
Psychologist, counselling
1988-03-09
e56607c5a11ee89c873fbc0e402b5df3
1,371,794,895
35.376104
-82.162645
0
1,295,987
2020-06-21 06:09:11
376,028,110,684,021
fraud_Mohr-Bayer
shopping_net
95.02
Aaron
Murray
M
624 Hale Springs Apt. 572
Meadville
MO
64,659
39.7795
-93.3014
964
Tourist information centre manager
1974-12-23
720e5a53d36f7f426e209b730accd2b4
1,371,794,951
40.262574
-94.16347
0
1,295,988
2020-06-21 06:10:06
180,084,576,295,055
fraud_Labadie, Treutel and Bode
shopping_net
6.76
David
Kirby
M
133 Alyssa Plains
Lolita
TX
77,971
28.7724
-96.4793
911
Archaeologist
1970-01-18
bda3bae6c2e94b9dec90887eae786ead
1,371,795,006
29.665705
-95.836396
0
1,295,989
2020-06-21 06:11:46
213,161,869,125,933
fraud_Nienow PLC
entertainment
168.25
Monica
Lane
F
3270 Scott Islands
East Andover
ME
4,226
44.6084
-70.6993
190
Animal nutritionist
1970-04-17
291cf9893a02e758ccf8e3e2ecbf2cf2
1,371,795,106
43.630619
-71.380193
0
1,295,990
2020-06-21 06:11:56
4,760,122,961,662
fraud_Moen, Reinger and Murphy
grocery_pos
135.68
Robert
Jordan
M
4602 Lopez Glens Suite 900
Arcadia
OH
44,804
41.1116
-83.502
1,202
Curator
1933-03-01
d2b139ecb5b2942d4097a610735003ad
1,371,795,116
41.753302
-84.024675
0
1,295,991
2020-06-21 06:13:06
4,587,657,402,165,341,700
fraud_Trantow PLC
grocery_net
41.93
Amber
Lewis
F
6296 John Keys Suite 858
Pembroke Township
IL
60,958
41.0646
-87.5917
2,135
Psychotherapist, child
2004-05-08
c983e7479878f49426998070ae9422b0
1,371,795,186
40.51963
-88.419468
0
1,295,992
2020-06-21 06:13:16
377,895,991,033,232
fraud_Kutch, Hermiston and Farrell
gas_transport
62.02
Kimberly
Myers
F
6881 King Isle Suite 228
Higganum
CT
6,441
41.4682
-72.5751
5,438
Librarian, academic
1964-11-17
8a28f89173dc387c6703d682355df626
1,371,795,196
41.994149
-72.181643
0
1,295,993
2020-06-21 06:13:22
3,553,629,419,254,918
fraud_Luettgen PLC
gas_transport
32.03
Sharon
Johnson
F
7202 Jeffrey Mills
Conway
WA
98,238
48.34
-122.3456
85
Research officer, political party
1984-09-01
ff6137c9df8e0186fe7529d5795a97c3
1,371,795,202
47.665061
-121.991392
0
1,295,994
2020-06-21 06:14:05
4,070,511,711,385,545
fraud_Cummerata-Jones
gas_transport
66.99
Stephanie
Hopkins
F
44089 Carrie Crossing Suite 954
Falls City
TX
78,113
28.9814
-98.0156
2,435
Engineer, mining
1967-04-09
560ae76adf95cffa1aeaf89b1d5f5ded
1,371,795,245
29.526921
-98.248012
0
1,295,995
2020-06-21 06:14:17
180,049,032,966,888
fraud_McDermott-Rice
misc_pos
42.41
Michael
Flores
M
70761 Fitzpatrick Brooks Suite 631
Saxon
WI
54,559
46.4959
-90.4383
795
Television/film/video producer
1986-04-15
0d702a278169944cbfb086bad8a302b0
1,371,795,257
46.069694
-90.504092
0
1,295,996
2020-06-21 06:14:21
371,034,293,500,716
fraud_Dooley Inc
shopping_pos
3.9
Jeremy
Jones
M
5758 Yates Center
Vinton
CA
96,135
40.0235
-120.7986
128
Education administrator
1966-02-21
0f7677d0c067590596f4eef880383328
1,371,795,261
39.619812
-119.881339
0
1,295,997
2020-06-21 06:14:22
4,760,122,961,662
fraud_Moore, Dibbert and Koepp
misc_net
32.48
Robert
Jordan
M
4602 Lopez Glens Suite 900
Arcadia
OH
44,804
41.1116
-83.502
1,202
Curator
1933-03-01
a980919de842dfbe55ef1b88d2491b55
1,371,795,262
41.049116
-83.857358
0
1,295,998
2020-06-21 06:14:26
4,599,735,407,877,245,000
fraud_Kiehn-Emmerich
grocery_pos
81.86
Mary
Myers
F
39787 Pamela Fall Suite 639
Tiptonville
TN
38,079
36.3846
-89.4649
5,577
Geochemist
1964-12-30
3aa39bbe40dcba7cbac5cf97cbd7c47e
1,371,795,266
35.448565
-90.275157
0
1,295,999
2020-06-21 06:15:51
30,082,025,922,891
fraud_Kutch LLC
gas_transport
73.48
Kathleen
Thompson
F
199 Patterson Fords Apt. 132
Naples
FL
34,112
26.1184
-81.7361
276,002
Pilot, airline
1934-06-23
b6fbe67ebed84b5b9633a6a20d921389
1,371,795,351
26.710197
-81.147166
0