fraud_bool
int64
0
1
income
float64
0.1
0.9
name_email_similarity
float64
0
1
prev_address_months_count
int64
-1
383
current_address_months_count
int64
-1
428
customer_age
int64
10
90
days_since_request
float64
0
78.5
intended_balcon_amount
float64
-15.53
113
payment_type
stringclasses
5 values
zip_count_4w
int64
1
6.7k
velocity_6h
float64
-170.6
16.7k
velocity_24h
float64
1.3k
9.51k
velocity_4w
float64
2.83k
6.99k
bank_branch_count_8w
int64
0
2.39k
date_of_birth_distinct_emails_4w
int64
0
39
employment_status
stringclasses
7 values
credit_risk_score
int64
-170
389
email_is_free
int64
0
1
housing_status
stringclasses
7 values
phone_home_valid
int64
0
1
phone_mobile_valid
int64
0
1
bank_months_count
int64
-1
32
has_other_cards
int64
0
1
proposed_credit_limit
float64
190
2.1k
foreign_request
int64
0
1
source
stringclasses
2 values
session_length_in_minutes
float64
-1
85.9
device_os
stringclasses
5 values
keep_alive_session
int64
0
1
device_distinct_emails_8w
int64
-1
2
device_fraud_count
int64
0
0
month
int64
0
7
0
0.8
0.701302
58
1
30
0.006851
96.560845
AA
575
2,329.651961
3,619.803478
4,908.221286
5
18
CA
229
1
BB
0
1
28
0
1,500
0
INTERNET
8.897991
linux
1
1
0
4
0
0.2
0.152236
34
11
40
0.025799
-0.638999
AB
1,169
8,505.532105
2,670.259059
4,945.738192
23
11
CA
210
1
BC
0
1
21
0
1,000
0
INTERNET
1.712705
windows
0
1
0
4
0
0.1
0.710193
-1
45
30
15.958547
-1.768746
AB
709
4,742.074348
5,799.45591
4,691.804454
1
11
CA
159
1
BB
0
1
31
0
1,500
0
INTERNET
8.863517
windows
0
1
0
4
0
0.8
0.345745
58
11
30
0.028665
100.301453
AA
1,710
5,913.760916
5,413.295021
4,239.953858
2
10
CA
155
0
BC
0
1
28
1
500
0
INTERNET
18.546369
other
1
1
0
4
0
0.3
0.370954
-1
200
30
0.016126
-1.124388
AD
2,095
9,703.140087
5,199.599003
4,376.237259
1,727
11
CA
145
1
BE
0
1
1
0
200
0
INTERNET
3.854903
linux
0
1
0
4
0
0.9
0.50412
-1
45
40
0.015102
-1.239293
AB
1,731
11,600.544971
7,092.695307
5,088.631867
9
5
CB
70
1
BC
1
1
10
0
200
0
INTERNET
16.207973
linux
0
1
0
4
0
0.8
0.37108
34
11
30
0.008427
-1.02611
AC
547
1,896.955164
4,530.102084
4,866.356729
0
8
CA
235
0
BC
0
1
-1
0
1,500
0
INTERNET
2.225151
linux
1
1
0
4
0
0.6
0.464135
-1
35
40
7.479461
38.395975
AA
480
8,476.842057
3,572.198616
4,882.67227
805
4
CA
66
0
BB
0
1
20
1
200
0
INTERNET
0.905324
linux
1
1
0
4
0
0.9
0.566429
-1
65
20
0.028279
-0.692288
AB
2,123
4,389.461546
4,363.847996
5,153.532195
11
7
CA
142
0
BE
0
1
25
0
200
0
INTERNET
3.873214
other
0
1
0
4
0
0.9
0.455063
-1
29
50
0.031296
51.333142
AA
757
7,815.346993
3,781.541371
4,348.050947
35
8
CA
135
1
BC
0
1
1
1
1,500
0
INTERNET
7.778966
linux
0
1
0
4
0
0.4
0.626412
-1
79
20
0.010083
-0.918477
AC
3,611
2,434.664236
4,621.37733
4,260.509227
0
17
CA
89
0
BB
0
1
-1
0
200
0
INTERNET
6.761817
linux
1
1
0
4
0
0.8
0.254468
-1
177
20
0.008323
48.16318
AA
3,080
791.32849
4,530.625022
4,246.662446
1,628
25
CA
119
0
BD
0
1
6
0
200
0
INTERNET
4.113769
linux
0
1
0
4
0
0.9
0.123833
83
5
50
0.003174
-0.367935
AC
1,059
9,241.266154
6,216.751507
4,766.913431
0
6
CA
197
1
BA
1
0
-1
0
1,500
0
INTERNET
55.198102
macintosh
0
1
0
4
0
0.6
0.085138
-1
29
40
0.005023
-1.248416
AB
1,986
5,023.877331
4,962.477684
4,399.591635
15
9
CA
126
1
BC
0
1
1
0
500
0
INTERNET
3.644948
windows
1
1
0
4
0
0.4
0.199795
-1
242
20
0.016197
-1.525849
AB
3,611
5,399.215462
7,345.374554
4,713.407672
19
5
CF
190
1
BE
1
0
31
0
500
0
INTERNET
25.534689
linux
0
1
0
4
0
0.3
0.99243
-1
100
60
0.017697
-1.469648
AB
2,884
6,596.422744
3,583.293798
4,718.594365
1,363
4
CD
194
1
BC
0
0
30
0
200
0
INTERNET
9.454714
windows
0
1
0
4
0
0.1
0.680709
31
14
40
0.014882
-1.335015
AB
609
1,415.59827
3,707.18418
4,794.745831
33
11
CC
69
1
BC
1
1
31
0
200
0
INTERNET
8.521678
other
1
1
0
4
0
0.4
0.727171
-1
228
20
0.01067
-0.551358
AD
1,312
2,685.971999
5,785.062481
5,102.195944
19
10
CA
135
0
BE
0
1
11
0
200
0
INTERNET
3.998609
windows
0
1
0
4
0
0.5
0.182735
-1
44
10
0.000834
28.165417
AA
1,103
1,809.395691
4,641.344686
4,072.877312
13
5
CA
131
1
BC
1
1
2
0
510
0
INTERNET
2.795037
windows
0
1
0
4
0
0.2
0.504469
-1
200
50
0.019524
-0.406486
AC
1,251
8,846.43384
6,165.627105
5,908.498793
1
8
CA
291
0
BA
0
1
-1
0
1,500
0
INTERNET
4.884584
windows
1
1
0
4
0
0.4
0.114925
-1
131
30
0.000234
-1.147817
AC
3,085
4,828.448204
3,136.007186
4,826.224662
0
11
CB
101
1
BB
1
0
-1
1
200
0
INTERNET
1.289064
linux
1
1
0
4
0
0.8
0.91786
-1
34
40
0.011978
-0.854851
AB
1,944
9,057.051992
5,811.823486
5,015.808729
2,021
8
CE
13
1
BB
0
1
1
0
200
0
INTERNET
2.807133
linux
1
1
0
4
0
0.2
0.140421
-1
131
20
0.010114
-0.373027
AC
920
5,819.650827
4,445.535329
4,262.15591
0
5
CA
57
0
BA
0
1
-1
0
200
0
INTERNET
11.655676
other
0
1
0
4
0
0.3
0.397694
-1
108
40
0.021281
-0.40916
AC
1,403
2,074.942523
4,048.548146
6,383.248592
0
5
CA
305
0
BA
0
1
-1
0
1,500
0
INTERNET
4.318175
windows
1
1
0
4
0
0.3
0.998588
-1
124
40
0.016655
-1.302072
AB
1,025
3,526.459151
5,060.400604
4,289.822771
1,671
8
CA
159
0
BA
1
1
20
0
500
0
INTERNET
7.00415
windows
1
1
0
4
0
0.1
0.819901
-1
305
20
0.000643
-1.054307
AD
3,626
9,180.726411
4,691.222075
5,118.782739
9
18
CA
91
0
BE
0
1
30
0
200
0
INTERNET
1.670687
other
1
1
0
4
0
0.1
0.221372
-1
121
20
0.006246
-0.698298
AD
1,700
2,342.263094
4,884.097062
4,296.967459
1
8
CA
87
0
BE
1
1
31
0
200
0
INTERNET
4.85102
other
1
1
0
4
0
0.5
0.296466
26
3
30
0.022482
-1.211288
AD
733
7,226.178385
3,727.604154
4,738.260439
12
10
CA
69
0
BC
1
1
30
0
200
0
INTERNET
1.084348
other
0
1
0
4
0
0.1
0.697565
-1
38
30
0.021513
-1.103103
AC
1,681
4,907.023386
4,677.948912
4,922.376098
1
8
CF
139
0
BA
0
1
-1
0
200
0
INTERNET
4.505118
other
1
1
0
4
0
0.7
0.263027
32
9
40
0.003801
20.190652
AA
2,667
3,771.679801
3,236.674432
5,191.355815
1
7
CF
116
1
BC
0
1
1
1
500
0
INTERNET
5.953741
macintosh
1
1
0
4
0
0.9
0.851882
-1
46
30
0.003001
-0.435694
AC
1,218
5,697.63024
4,152.553401
4,396.939734
0
8
CA
106
0
BB
0
1
-1
0
200
0
INTERNET
1.723068
other
1
1
0
4
0
0.5
0.477316
-1
37
20
0.024148
-0.869931
AB
1,399
7,133.470212
4,554.927738
5,060.065186
22
22
CA
82
1
BB
1
1
30
0
200
0
INTERNET
6.224542
windows
1
1
0
4
0
0.9
0.757663
49
8
40
0.018436
-0.62612
AC
453
2,238.097629
4,332.935645
4,526.679449
0
11
CA
48
1
BC
1
1
-1
0
200
0
INTERNET
9.906824
linux
1
1
0
4
0
0.8
0.545714
13
6
20
0.02659
45.017284
AA
1,846
3,567.3948
6,455.555162
4,290.622137
25
13
CA
108
1
BC
0
1
28
0
500
0
INTERNET
3.954334
linux
0
1
0
4
0
0.9
0.190314
13
10
30
0.017711
-1.211545
AC
1,867
2,780.600003
4,778.492102
4,351.06603
0
14
CA
243
1
BB
0
1
-1
0
1,000
0
INTERNET
14.223851
linux
1
1
0
4
0
0.5
0.165498
50
3
20
0.016487
-1.045732
AB
1,664
4,279.7764
4,469.887143
4,238.401354
7
10
CA
208
1
BC
0
1
1
1
1,500
0
INTERNET
2.075745
macintosh
0
1
0
4
0
0.2
0.161532
-1
193
30
0.001188
-1.410158
AD
1,233
1,082.005358
4,882.159555
4,938.730635
8
15
CA
85
1
BE
0
1
26
0
200
0
INTERNET
5.686113
macintosh
0
2
0
4
0
0.9
0.317677
-1
25
40
0.016362
-0.879499
AC
1,035
6,338.951842
3,648.091074
4,338.756248
1
7
CA
129
0
BC
1
1
-1
0
200
0
INTERNET
10.868498
linux
1
1
0
4
0
0.1
0.612649
320
2
20
0.007188
-1.273377
AC
1,113
4,058.414556
3,553.336454
4,298.548734
0
9
CF
78
1
BB
0
1
-1
0
200
0
INTERNET
1.59374
linux
0
1
0
4
0
0.9
0.098849
89
9
40
0.003864
-1.524001
AC
63
2,129.02039
4,505.045052
5,129.111772
0
11
CA
124
0
BA
0
1
-1
0
200
0
INTERNET
6.908523
windows
0
1
0
4
0
0.6
0.088648
-1
277
40
0.012075
34.877445
AA
2,100
8,091.199756
5,798.808877
4,906.544889
4
10
CA
81
0
BC
0
1
31
0
200
0
INTERNET
2.291048
other
1
1
0
4
0
0.6
0.427971
51
18
30
0.005194
-1.075398
AC
641
6,091.752231
4,605.747371
4,283.655398
1
13
CA
136
0
BC
0
1
-1
0
200
0
INTERNET
4.057781
linux
1
1
0
4
0
0.9
0.840657
10
2
30
68.818467
-1.522816
AC
682
6,380.242601
4,773.713222
4,826.399013
0
16
CA
119
1
BC
1
1
-1
1
200
0
INTERNET
44.898602
linux
0
1
0
4
0
0.9
0.644356
-1
139
40
0.012307
-1.170213
AB
3,192
5,504.986404
3,580.814767
5,170.659684
2,007
5
CA
123
1
BC
0
1
31
0
200
0
INTERNET
41.864351
windows
0
1
0
4
0
0.3
0.872147
-1
28
30
0.021084
-1.24794
AB
615
6,023.311707
7,326.508315
4,766.660647
7
15
CA
98
0
BC
0
1
22
0
200
0
INTERNET
34.375741
windows
1
1
0
4
0
0.6
0.193731
-1
176
60
0.024092
-1.097617
AB
2,508
6,586.654484
5,345.813944
4,444.389061
1,674
1
CC
162
0
BC
0
1
5
0
510
0
INTERNET
20.776614
linux
0
1
0
4
0
0.6
0.30177
-1
42
20
0.039612
-1.519029
AC
1,170
4,488.494422
5,718.061004
4,919.247355
0
11
CF
74
0
BB
0
1
-1
1
200
0
INTERNET
5.587162
linux
0
1
0
4
0
0.5
0.860101
10
226
20
8.532152
-1.25675
AC
2,540
4,299.156388
4,838.514854
5,023.741771
0
10
CA
118
0
BE
0
1
-1
1
200
0
INTERNET
6.41805
windows
1
1
0
4
0
0.9
0.629034
-1
194
40
0.002936
48.472886
AA
1,034
5,050.997854
3,887.573
4,318.615498
16
12
CA
70
1
BB
1
1
26
0
500
0
INTERNET
1.614078
windows
0
1
0
4
0
0.9
0.557537
-1
37
40
0.763413
-0.901723
AC
768
5,429.028756
4,289.65266
4,370.718353
0
15
CA
208
0
BB
1
0
-1
0
1,500
0
INTERNET
8.95594
other
1
1
0
4
0
0.9
0.048909
34
16
50
0.031384
37.143402
AA
1,089
3,626.670727
3,790.020569
5,081.060937
475
5
CF
65
1
BC
1
1
1
0
200
0
INTERNET
7.08816
other
1
1
0
4
0
0.8
0.754193
29
5
30
0.004601
-0.725306
AC
461
6,591.184183
4,672.561485
5,086.051548
0
8
CA
207
1
BC
0
0
-1
0
1,000
0
INTERNET
5.872694
other
1
1
0
4
0
0.1
0.456697
-1
33
20
1.043671
-0.776497
AB
1,108
5,282.563235
4,899.668785
4,856.579005
12
12
CD
63
1
BE
0
1
6
0
200
0
INTERNET
8.504264
linux
0
1
0
4
0
0.6
0.113921
-1
20
30
0.004602
-0.556029
AB
1,801
413.978421
3,782.326427
4,314.971701
3
13
CA
219
0
BA
0
1
1
0
200
0
INTERNET
5.080504
other
0
1
0
4
0
0.7
0.258735
-1
48
30
0.036841
-0.534861
AB
284
843.494608
3,652.056805
4,325.385354
12
17
CA
81
1
BB
1
1
1
0
200
0
INTERNET
2.188608
windows
1
1
0
4
0
0.1
0.567589
27
16
20
0.019154
-0.838589
AD
781
501.470855
4,176.058981
4,827.547305
46
17
CA
208
1
BC
0
1
1
0
1,500
0
INTERNET
1.961585
linux
1
1
0
4
0
0.9
0.120571
-1
185
40
0.010904
12.429016
AA
1,085
8,763.063732
5,035.330496
6,011.606088
819
7
CF
71
0
BB
0
1
1
0
200
0
INTERNET
1.960933
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20
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11
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1
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1,500
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175
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215
1
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200
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9
20
0.048787
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3,443.490816
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4,401.118563
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11
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200
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0.717087
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40
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11
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1,500
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0.1
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127
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4,000.131922
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1
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200
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129
30
0.005472
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11
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6
1
1,000
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0.3
0.492096
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180
10
0.005161
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10
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200
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40
0.005539
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6
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0
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22
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200
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21
30
0.010715
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5,600.493167
4,250.209404
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14
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30
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200
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0.9
0.16996
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69
30
0.003431
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4,391.108542
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13
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500
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0.7
0.751598
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309
20
0.019032
28.755026
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10,427.303974
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14
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43
1
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10
1
200
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windows
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0.8
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180
20
0.01914
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7
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200
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61
20
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45.152475
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15
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200
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0.10875
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158
30
0.026044
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4,332.785087
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13
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207
0
BA
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1
20
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200
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0.8
0.773396
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3
30
0.00364
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6,147.935172
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3,879.792384
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11
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210
1
BC
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1
500
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0.8
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294
40
3.474354
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5,572.900665
4,590.026983
4,678.588486
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2
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255
0
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1,000
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0.8
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20
0.024156
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7,268.020372
7,533.758661
6,437.051721
6
19
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72
1
BB
0
1
5
0
200
0
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windows
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1
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4
0
0.8
0.180996
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51
30
0.009751
26.111847
AA
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4,936.303708
4,096.405604
5,128.901869
2,018
4
CA
222
1
BA
1
1
2
1
500
0
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windows
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1
0
4
0
0.6
0.639718
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149
20
0.035058
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1,406
2,745.013408
5,234.62407
5,094.192469
293
12
CA
95
1
BE
0
1
5
0
200
1
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linux
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1
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4
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0.9
0.246618
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29
40
0.009529
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AD
1,144
974.425921
3,090.804755
4,384.12063
12
7
CA
153
0
BC
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1
1
0
200
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linux
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1
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4
0
0.8
0.26107
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36
20
0.03961
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AB
1,716
7,300.765604
3,648.878365
4,765.576664
1,522
9
CA
199
0
BB
0
1
28
1
200
0
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linux
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1
0
4
0
0.1
0.311368
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49
20
0.024134
51.900581
AA
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4,109.829151
2,997.32232
4,898.15824
5
13
CB
116
0
BE
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1
5
0
200
0
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1
0
4
0
0.7
0.713566
63
13
20
0.010455
12.78221
AA
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655.948631
2,628.135232
4,360.479137
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17
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37
1
BD
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1
1
1,500
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linux
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1
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4
0
0.8
0.902717
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189
20
0.056989
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1,268.555641
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4,783.278933
15
5
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127
1
BC
0
1
25
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200
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1
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0.9
0.399179
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31
20
0.001718
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286
3,094.239792
2,667.153115
4,328.612775
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12
CA
115
1
BE
0
1
1
0
200
0
INTERNET
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windows
1
1
0
4
0
0.9
0.23119
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18
30
0.018218
6.249018
AB
1,949
9,878.844381
4,431.05978
4,948.094206
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21
CA
40
1
BA
1
1
30
0
200
0
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linux
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1
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4
0
0.7
0.765603
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60
40
0.011417
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1,031
4,269.315462
4,064.240423
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11
9
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236
1
BB
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1
28
0
1,500
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x11
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1
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0.9
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186
40
0.013105
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7,198.326076
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4,279.988675
14
9
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220
0
BA
1
1
31
0
200
0
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1
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4
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0.2
0.323892
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23
20
0.010271
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1,791
5,548.109585
4,743.78382
5,193.840112
13
8
CA
142
1
BE
0
1
1
0
500
0
INTERNET
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windows
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1
0
4
0
0.1
0.660479
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189
70
0.008425
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2,874
3,767.001767
2,890.343771
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12
3
CB
137
0
BA
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1
5
1
500
0
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windows
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1
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0.8
0.288729
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152
40
0.030427
50.734193
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1,508
1,158.802547
3,961.51627
4,232.21645
194
4
CA
243
0
BE
1
1
25
1
1,500
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windows
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1
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0.9
0.349056
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20
0.020025
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731
7,741.474921
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4,967.395618
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11
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0
BC
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21
0
500
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1
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4
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0.9
0.290749
90
6
40
0.001438
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982
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10
CF
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1
BB
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0
200
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linux
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1
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0
0.9
0.509196
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219
40
0.023884
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5,449.426238
5,998.582183
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14
11
CB
161
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1
29
0
990
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0.9
0.265799
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10
30
0.018809
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350
2,714.810156
2,573.246153
4,130.9428
0
11
CA
158
0
BB
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1
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0
200
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windows
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1
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0.7
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100
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30
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2,459.951402
3,450.743224
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33
16
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193
0
BB
0
1
10
1
1,000
1
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linux
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1
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0.8
0.882323
34
62
20
0.005448
31.307432
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1,719
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CE
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1
28
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1,000
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4
0
0.9
0.163241
31
39
40
2.767517
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1,185
5,109.517264
4,697.892704
4,920.620931
1
5
CB
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BA
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1
200
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4
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0.1
0.113035
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22
30
0.013576
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979
4,835.712444
4,984.308811
4,682.064673
7
19
CF
156
1
BB
0
1
30
0
200
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windows
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1
0
4
0
0.2
0.924307
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253
10
0.029957
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AB
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3,481.322386
3,629.722576
4,364.236868
885
7
CA
84
1
BE
0
1
1
0
200
0
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macintosh
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1
0
4
0
0.6
0.33
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199
30
0.030391
49.745085
AA
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7,661.621557
5,243.900289
5,049.82341
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4
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208
1
BA
0
1
30
0
1,500
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linux
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1
0
4
0
0.6
0.713545
176
0
60
0.022391
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9,217.026891
5,850.799385
4,592.799564
4
2
CA
83
1
BC
1
1
-1
0
200
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other
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1
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4