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int64
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383
current_address_months_count
int64
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428
customer_age
int64
10
90
days_since_request
float64
0
78.5
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float64
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113
payment_type
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int64
1
6.7k
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float64
-170.6
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float64
1.3k
9.51k
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float64
2.83k
6.99k
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int64
0
2.39k
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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
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int64
0
1
source
stringclasses
2 values
session_length_in_minutes
float64
-1
85.9
device_os
stringclasses
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keep_alive_session
int64
0
1
device_distinct_emails_8w
int64
-1
2
device_fraud_count
int64
0
0
month
int64
0
7
0
0.1
0.415137
51
17
30
0.013535
-1.231578
AC
885
1,391.481075
2,056.339421
3,122.198345
10
11
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100
1
BC
0
1
-1
0
200
0
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1
1
0
7
0
0.7
0.918892
-1
185
40
0.001761
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715
3,468.80321
2,330.973683
5,292.664218
1
12
CA
88
1
BE
0
1
-1
0
1,900
0
INTERNET
25.408828
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1
0
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0
0.8
0.049048
28
-1
10
23.871316
-1.182011
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390
5,644.330101
3,699.878156
3,096.913735
0
8
CA
176
1
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0
1
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500
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14.678002
windows
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1
0
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0
0.6
0.098534
-1
48
30
0.01415
9.285339
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917
8,732.473104
3,805.409136
3,081.369393
6
13
CA
88
1
BB
0
1
1
0
200
0
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4.590744
linux
1
1
0
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0
0.9
0.616786
-1
44
10
0.009076
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463
1,292.278314
2,708.576186
3,145.613091
0
6
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193
0
BE
1
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500
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0.6
0.845972
30
6
30
0.026039
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731
1,458.434593
4,371.204908
3,122.654817
1
9
CA
192
1
BC
1
1
-1
1
500
0
TELEAPP
8.187851
windows
0
1
0
7
0
0.9
0.847938
-1
38
30
0.002761
35.849515
AA
5,009
5,454.483319
3,822.012841
5,661.74914
14
4
CA
188
0
BA
0
1
31
0
200
0
INTERNET
12.483313
other
1
1
0
7
0
0.6
0.758558
210
7
20
0.029854
8.108047
AA
1,631
8,197.562998
6,595.966152
3,156.331538
2
5
CA
156
0
BC
0
1
22
0
200
0
INTERNET
20.895826
linux
1
1
0
7
0
0.9
0.241299
-1
31
60
0.007929
-0.944284
AC
840
4,681.262645
3,137.103415
3,122.229164
2
1
CB
84
0
BA
1
1
-1
0
200
0
INTERNET
11.267183
linux
1
1
0
7
0
0.6
0.567256
-1
177
40
0.002137
23.500747
AA
4,786
962.263514
3,011.076721
3,121.023178
35
3
CA
85
0
BC
0
1
20
0
500
0
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7.412387
linux
0
1
0
7
0
0.7
0.333141
-1
141
40
0.000597
-1.376902
AB
629
4,777.895954
2,054.693969
3,121.698893
1
7
CA
162
0
BA
1
1
28
1
1,000
0
INTERNET
4.27942
linux
1
1
0
7
0
0.9
0.453414
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26
40
0.030286
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AB
605
2,462.578034
2,496.056396
3,140.879992
7
6
CD
76
0
BC
0
1
26
0
200
0
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1.300124
windows
1
1
0
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0
0.1
0.507474
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188
20
0.001552
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334
5,960.700722
3,164.108231
3,800.514769
0
2
CA
237
0
BE
1
1
2
0
1,000
0
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10.569463
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0
1
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0
0.8
0.836849
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74
30
0.015823
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576
3,050.096057
2,374.857071
3,112.8158
5
8
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137
0
BA
1
1
25
1
200
0
INTERNET
4.463601
other
0
1
0
7
0
0.6
0.616594
-1
56
30
0.013431
-1.394937
AB
1,764
3,564.588638
2,326.017788
3,110.122138
8
17
CA
94
0
BA
1
1
20
1
200
1
INTERNET
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linux
0
1
0
7
0
0.4
0.809399
-1
141
40
0.009496
-1.18882
AB
1,006
8,040.874066
4,601.221613
3,862.845022
1
5
CB
258
0
BB
1
1
25
0
1,000
0
INTERNET
6.784081
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1
0
7
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0.3
0.002697
51
29
20
0.000907
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584
5,243.155628
3,894.16096
3,121.075006
34
10
CA
89
0
BC
0
1
1
1
200
0
INTERNET
2.176302
windows
1
1
0
7
0
0.7
0.616082
101
8
20
0.01687
-0.363399
AC
821
3,136.985601
2,944.479987
3,654.993597
1
7
CA
117
0
BB
1
1
-1
0
200
0
INTERNET
10.146489
other
1
1
0
7
0
0.9
0.192118
61
6
30
0.005196
-1.144406
AC
269
209.38843
2,582.118749
3,084.36484
11
7
CA
96
1
BC
1
1
-1
0
200
0
INTERNET
2.993776
other
1
1
0
7
0
0.6
0.433836
-1
199
50
1.87691
-1.261949
AC
1,334
4,466.575222
3,843.067198
3,100.053716
8
6
CF
106
0
BB
1
1
-1
0
200
0
INTERNET
33.479439
other
0
2
0
7
0
0.7
0.096135
-1
35
30
0.005375
-1.024645
AC
668
5,185.745746
4,971.100499
5,491.343355
0
11
CA
34
0
BE
1
1
-1
0
200
0
INTERNET
10.736534
other
1
1
0
7
0
0.1
0.419144
-1
76
30
12.185077
17.774335
AA
1,353
1,401.335847
3,891.135075
3,110.55826
1,780
10
CA
44
1
BE
1
1
28
0
200
0
INTERNET
5.687291
windows
1
1
0
7
0
0.4
0.511849
49
1
30
0.019183
-1.046316
AB
1,693
6,073.918887
3,888.778189
3,104.598558
10
10
CA
102
0
BB
0
1
1
1
500
0
INTERNET
2.223709
macintosh
0
1
0
7
0
0.6
0.540006
25
12
20
0.01007
-1.035278
AB
686
3,442.782015
1,854.184706
3,085.841045
15
3
CA
131
0
BC
0
1
5
0
200
0
INTERNET
1.740548
macintosh
0
1
0
7
0
0.4
0.830547
-1
278
50
0.03358
23.089722
AA
1,431
7,601.49284
2,661.677063
3,070.077071
2
7
CA
273
1
BA
0
1
5
1
1,500
0
INTERNET
5.536218
linux
1
1
0
7
0
0.8
0.086395
-1
215
40
0.031717
-0.822021
AB
572
1,812.824622
3,088.710188
3,189.541545
22
4
CA
109
1
BB
1
1
15
0
500
0
INTERNET
0.874047
linux
1
1
0
7
0
0.9
0.127372
-1
69
30
15.514852
-0.511334
AB
837
14,926.390799
7,168.22347
3,157.767472
11
15
CB
110
1
BB
0
1
28
0
200
0
INTERNET
3.117498
linux
1
1
0
7
0
0.9
0.389417
-1
175
40
0.003217
-1.084625
AB
1,055
2,021.360517
3,189.134795
3,645.356128
1,661
7
CA
93
1
BE
1
1
1
1
990
0
INTERNET
1.749253
windows
1
1
0
7
0
0.7
0.55408
-1
149
40
0.015302
-1.255797
AB
840
3,892.618708
2,694.905412
3,134.41161
1
5
CB
207
0
BD
1
1
30
0
1,000
0
INTERNET
0.50387
windows
1
1
0
7
0
0.9
0.452304
36
16
20
0.016396
50.977796
AA
589
2,630.421548
2,481.734728
3,134.626196
953
7
CB
138
1
BB
1
1
15
0
500
0
INTERNET
4.008976
other
0
1
0
7
0
0.4
0.134259
-1
62
30
0.01959
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AD
1,570
3,355.515971
3,356.152227
3,152.910475
14
2
CA
91
1
BB
0
1
28
0
200
0
INTERNET
3.366456
linux
0
2
0
7
0
0.7
0.903638
-1
64
40
0.00971
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AB
1,264
3,046.335192
2,291.022952
3,169.624418
15
8
CB
86
0
BC
0
1
20
0
200
0
INTERNET
3.109277
linux
1
1
0
7
0
0.1
0.901951
-1
30
20
0.019763
-1.09124
AB
1,217
4,087.161009
3,319.126473
6,075.735499
9
9
CA
64
1
BE
1
1
1
0
200
0
INTERNET
4.085641
linux
1
1
0
7
0
0.1
0.479926
26
2
20
0.018679
-1.29382
AB
1,850
3,968.107632
2,284.311979
3,143.792054
14
21
CA
61
0
BC
0
1
1
0
200
0
INTERNET
5.979399
linux
0
1
0
7
0
0.6
0.29116
98
42
20
0.004234
-1.288177
AD
1,376
4,372.956941
2,132.75364
3,084.622703
10
11
CA
179
0
BA
1
1
16
1
500
0
INTERNET
3.361186
other
1
1
0
7
0
0.9
0.810692
-1
47
50
0.026137
-0.851359
AD
690
1,577.084831
2,028.577323
3,090.437332
1
7
CA
179
1
BA
0
1
-1
0
500
0
INTERNET
7.160403
windows
1
1
0
7
0
0.8
0.403624
54
11
40
0.004422
-0.440067
AC
1,109
4,285.28415
2,913.728976
3,158.279254
1
7
CF
94
0
BB
0
1
-1
0
200
0
INTERNET
13.469682
linux
1
1
0
7
0
0.9
0.314727
-1
355
40
0.024285
-1.410934
AC
657
2,451.093882
3,641.309386
4,246.150422
0
6
CA
120
0
BA
0
1
-1
0
200
0
INTERNET
6.423243
linux
1
1
0
7
0
0.2
0.635436
-1
26
50
16.862817
-1.257713
AB
674
6,171.005922
4,036.285846
3,074.346695
8
3
CE
76
0
BC
1
1
28
0
200
0
INTERNET
15.094043
other
1
1
0
7
0
0.4
0.086619
-1
122
40
0.001318
-0.354844
AB
1,168
3,187.216486
2,885.012276
3,089.940836
10
6
CA
256
1
BB
1
1
30
1
200
0
INTERNET
3.159392
other
1
1
0
7
0
0.8
0.557626
-1
175
10
0.019578
-1.214295
AD
369
2,042.671163
2,000.094442
3,037.863774
16
6
CA
82
0
BE
0
1
30
0
200
0
INTERNET
0.883818
windows
1
1
0
7
0
0.8
0.596209
-1
11
30
0.003147
-1.002411
AB
288
2,610.924172
2,373.837149
3,115.855195
11
18
CA
115
1
BB
1
1
1
0
200
0
INTERNET
5.155913
other
1
1
0
7
0
0.7
0.322091
10
13
30
0.003707
-1.501941
AC
699
3,464.204481
3,273.048901
3,135.764406
0
10
CA
99
0
BC
0
1
-1
0
200
0
INTERNET
4.08945
linux
1
1
0
7
0
0.9
0.274321
88
2
40
0.010619
-0.802307
AB
746
11,853.094066
6,417.642079
3,129.762933
795
10
CB
70
0
BC
1
1
29
0
200
0
INTERNET
8.354697
other
1
1
0
7
0
0.6
0.317578
-1
30
50
0.009693
-1.062821
AC
657
3,090.670365
3,088.19932
3,117.577599
1
5
CA
107
1
BB
0
1
9
1
200
0
INTERNET
5.618043
linux
0
1
0
7
0
0.2
0.657277
-1
26
20
0.014199
-0.950433
AD
1,412
3,078.267902
3,526.206023
3,052.215971
35
6
CA
193
0
BE
0
1
2
0
1,500
0
INTERNET
7.24896
other
1
1
0
7
0
0.1
0.343393
-1
237
60
0.009737
-0.92385
AC
331
3,865.717287
1,965.460636
3,136.897959
1
4
CA
126
0
BB
1
1
-1
0
200
0
INTERNET
14.561829
linux
1
1
0
7
0
0.3
0.65275
48
6
40
0.009852
-0.758644
AD
73
4,258.087614
7,353.675346
5,324.019931
14
6
CA
150
0
BC
1
1
3
0
200
0
INTERNET
18.556705
linux
1
1
0
7
0
0.6
0.506371
-1
214
40
0.002055
-0.69847
AC
1,113
3,219.168869
2,398.282744
3,104.478801
8
3
CA
109
0
BB
1
0
-1
0
200
0
INTERNET
9.489187
linux
1
1
0
7
0
0.1
0.864236
11
11
20
0.013549
-1.172905
AC
534
4,537.379294
2,660.054489
4,258.83571
0
9
CA
206
1
BE
0
1
-1
0
1,500
0
INTERNET
1.189099
windows
1
1
0
7
0
0.8
0.67864
329
68
30
0.020117
32.722388
AA
1,662
3,826.992508
3,536.481602
3,115.840199
8
3
CA
100
1
BC
1
1
15
0
200
0
INTERNET
2.899776
other
1
1
0
7
0
0.9
0.284116
-1
185
30
0.010636
-0.532785
AC
943
3,604.054665
2,511.040354
3,823.459774
1
3
CA
240
0
BA
1
1
-1
1
500
0
INTERNET
-1
linux
0
1
0
7
0
0.8
0.037567
11
18
30
0.020659
-0.943791
AC
704
6,944.247644
3,515.094048
3,162.280725
0
32
CA
130
1
BC
0
1
-1
1
200
0
INTERNET
1.303618
linux
0
1
0
7
0
0.9
0.131835
-1
26
40
0.023103
-1.298994
AB
782
3,904.34014
4,003.555382
3,117.675595
13
2
CA
111
1
BA
1
1
1
0
200
0
INTERNET
9.136925
x11
0
2
0
7
0
0.9
0.449889
97
6
30
0.022075
22.570139
AA
533
4,125.599433
2,141.341329
3,108.388033
2
3
CA
167
0
BC
0
1
1
1
200
0
INTERNET
10.403742
macintosh
1
1
0
7
0
0.3
0.481657
-1
60
30
0.034794
-1.415434
AC
760
4,950.911249
3,944.952279
3,185.376905
0
11
CB
77
0
BB
1
1
-1
0
200
0
INTERNET
1.749378
other
1
1
0
7
0
0.8
0.791992
102
30
30
0.046044
-0.871898
AB
717
1,406.664272
3,451.358837
3,030.558284
5
7
CA
193
1
BC
0
1
1
0
510
0
INTERNET
1.24783
other
1
1
0
7
0
0.5
0.011067
11
6
30
0.027862
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1,661
2,672.065022
2,356.163526
3,123.34232
1,960
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146
1
BC
0
1
28
0
500
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1
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0
0.9
0.696671
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154
40
0.013256
18.32593
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1,405
757.271573
2,333.523553
3,702.19193
780
9
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256
1
BA
0
1
5
1
1,000
1
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1
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0
0.7
0.849255
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106
40
0.03644
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419
3,137.777934
4,554.889151
3,097.983337
1
7
CC
102
0
BB
1
1
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1
200
0
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0.7
0.389462
109
11
20
0.010083
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1,331
3,944.60617
2,121.441686
3,131.487343
583
5
CA
110
0
BD
0
1
28
0
200
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1
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7
0
0.9
0.399985
43
7
20
0.01657
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995
4,616.805403
3,124.985671
3,090.913155
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11
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180
0
BA
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1
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0
1,000
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0.8
0.730753
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44
30
0.004587
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AC
944
5,331.797319
6,329.74388
3,119.142387
0
5
CD
107
1
BC
1
1
-1
0
200
0
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windows
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1
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7
0
0.3
0.494196
28
4
20
0.035056
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814
1,536.744601
1,950.32443
3,063.075533
12
3
CE
107
1
BC
0
1
1
0
200
0
INTERNET
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windows
1
1
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7
0
0.3
0.16148
48
6
20
0.004609
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1,896
5,024.534814
3,649.818555
3,164.397463
9
11
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261
1
BE
0
1
6
0
1,000
0
INTERNET
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windows
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1
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0
0.7
0.864513
57
19
30
0.01185
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AB
1,825
4,164.323597
3,480.098848
3,149.579693
12
10
CA
117
0
BB
1
1
29
1
200
0
INTERNET
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windows
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1
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0.9
0.310254
52
7
60
0.010098
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662
8,127.76905
5,865.626897
3,099.30586
1
1
CA
154
0
BC
1
1
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0
500
0
INTERNET
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windows
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1
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0
0.9
0.818933
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151
20
0.034225
8.608116
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1,163
4,072.927878
3,609.895049
3,093.725647
77
9
CA
154
0
BD
1
1
5
0
200
0
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1
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7
0
0.2
0.854202
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29
20
0.026895
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AD
738
5,525.819794
4,482.651058
3,098.173861
5
7
CA
186
1
BC
0
1
31
0
1,500
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1
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0.3
0.352616
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55
40
0.020528
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2,548
2,515.156265
3,280.454586
5,077.084107
2
7
CA
131
0
BC
0
1
-1
1
200
0
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macintosh
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1
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7
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0.1
0.211403
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24
50
0.000879
15.804968
AB
1,595
3,046.64397
2,609.066695
3,159.56895
3
3
CF
93
1
BC
0
1
1
0
200
0
INTERNET
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1
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7
0
0.7
0.357465
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9
40
0.029885
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484
2,721.834375
3,311.406326
3,029.112892
1
4
CA
122
1
BC
1
1
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0
200
0
INTERNET
1.858874
linux
1
1
0
7
0
0.8
0.879698
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11
40
0.02114
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AC
422
4,603.831523
1,885.186339
3,194.230695
3
10
CA
123
0
BB
0
1
-1
0
200
1
INTERNET
24.983251
windows
1
1
0
7
0
0.6
0.902764
-1
37
40
0.017506
29.77044
AB
1,804
1,707.386881
4,119.831078
3,164.40116
21
10
CA
96
1
BC
0
0
1
0
200
0
INTERNET
3.994946
other
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1
0
7
0
0.8
0.932914
-1
74
40
0.000051
27.639614
AA
2,242
3,969.64339
2,411.17565
3,175.634228
1
7
CA
81
1
BB
0
1
15
0
200
0
INTERNET
6.829696
other
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1
0
7
0
0.3
0.798008
10
46
30
0.001972
28.422848
AA
1,040
5,785.344585
2,756.895034
5,129.495098
5
14
CA
93
0
BB
0
1
29
0
200
0
INTERNET
2.588319
other
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1
0
7
0
0.1
0.468104
9
3
20
0.002612
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AB
417
869.354024
2,768.671714
3,113.133687
19
10
CA
111
0
BC
0
1
1
0
200
0
INTERNET
7.764009
other
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1
0
7
0
0.3
0.310517
-1
102
30
0.00986
0.031459
AC
953
4,847.834272
2,609.431533
3,147.015263
1
9
CA
147
1
BD
1
1
-1
0
490
0
INTERNET
3.379952
linux
1
1
0
7
0
0.9
0.052411
-1
376
30
0.013304
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AA
1,187
6,666.819943
2,454.946256
3,078.201942
2
3
CA
290
0
BA
0
1
1
1
1,500
0
INTERNET
1.0233
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0
1
0
7
0
0.4
0.599446
-1
115
40
0.031309
7.592353
AA
101
5,705.827308
2,918.134866
3,761.196475
1,541
7
CB
85
1
BB
0
1
15
0
200
0
INTERNET
4.784088
other
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1
0
7
0
0.7
0.504586
-1
29
40
0.013545
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AC
564
1,616.559115
3,295.330365
3,097.780652
1
5
CF
104
0
BB
1
1
-1
0
200
0
INTERNET
1.684041
linux
1
1
0
7
0
0.3
0.825006
86
4
30
0.014402
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AC
569
6,788.656892
4,412.530682
3,137.697321
0
11
CA
162
0
BB
1
1
-1
1
1,000
0
INTERNET
5.108471
other
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1
0
7
0
0.8
0.777711
30
7
40
0.006112
29.965164
AA
1,141
2,702.383168
2,853.42901
3,204.915627
258
4
CA
57
0
BC
0
1
27
0
200
0
INTERNET
15.279464
linux
0
1
0
7
0
0.1
0.889744
24
6
40
0.01599
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AB
698
4,507.029448
2,046.519975
3,063.467376
2
6
CA
137
1
BC
1
1
28
0
200
0
INTERNET
27.80359
linux
1
1
0
7
0
0.8
0.833544
60
9
40
0.010165
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AB
1,242
4,684.169983
2,204.084482
3,148.247972
12
5
CB
231
0
BB
0
1
28
0
500
0
INTERNET
10.749721
other
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1
0
7
0
0.8
0.783095
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33
40
0.018792
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AB
365
5,056.210075
3,408.405433
3,048.856747
14
4
CA
235
0
BA
0
1
28
0
1,500
0
INTERNET
4.979751
other
1
1
0
7
0
0.8
0.001182
87
9
40
0.014097
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AD
1,199
3,922.96619
2,360.911656
3,131.01363
11
9
CA
214
1
BC
0
1
28
0
990
0
INTERNET
21.722875
linux
1
1
0
7
0
0.3
0.357572
48
-1
20
0.003636
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AC
569
3,316.73089
2,819.04514
3,180.910162
4
19
CA
145
0
BC
0
1
-1
1
200
0
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3.888165
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1
0
7
0
0.7
0.714277
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123
40
0.002266
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AC
1,283
2,514.430836
3,078.231553
3,070.413951
1
7
CA
138
1
BC
0
1
-1
0
200
0
INTERNET
1.55897
linux
0
1
0
7
0
0.8
0.999663
50
15
40
0.005601
51.4726
AA
774
836.164459
2,523.507622
3,133.410869
16
2
CA
97
0
BE
1
1
1
0
1,500
0
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1
0
7
0
0.9
0.494088
32
16
30
0.606362
16.902825
AA
1,160
785.630063
3,690.119315
5,144.277693
13
10
CA
130
1
BA
1
0
22
1
200
0
INTERNET
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linux
1
1
0
7
0
0.9
0.211681
-1
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30
0.015044
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AB
973
2,151.315537
2,032.771644
3,052.354834
1
6
CA
127
0
BC
1
1
1
0
200
0
INTERNET
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other
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1
0
7
0
0.7
0.509538
30
0
30
0.025245
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AB
476
4,405.767215
2,389.153812
3,146.715363
7
11
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126
1
BB
0
1
1
0
200
0
INTERNET
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windows
1
1
0
7
0
0.8
0.771171
33
15
20
0.008194
48.720759
AA
1,451
4,661.457854
2,513.057017
3,145.198369
1,351
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CA
90
0
BC
1
1
28
0
200
0
INTERNET
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linux
0
1
0
7
0
0.8
0.512044
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150
40
0.047662
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AD
320
3,819.223511
2,230.190067
3,100.778358
10
11
CB
205
1
BA
1
1
11
0
1,000
0
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linux
1
1
0
7
0
0.8
0.166547
48
5
30
0.019175
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AB
207
2,318.370208
2,748.292971
3,141.910822
741
7
CA
248
0
BC
1
1
1
0
2,000
0
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7.048294
linux
1
1
0
7
0
0.6
0.763805
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187
20
0.027872
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AD
810
3,576.95282
7,347.803699
3,176.802081
658
8
CA
115
0
BD
0
1
28
0
500
0
INTERNET
20.663214
windows
1
1
0
7
0
0.9
0.510644
31
5
30
0.008613
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AB
738
5,577.572366
3,606.742343
3,068.220545
13
8
CA
114
0
BC
0
1
26
0
200
0
INTERNET
5.30329
macintosh
1
1
0
7
0
0.3
0.678288
27
4
20
0.002836
16.715258
AA
803
8,183.447946
6,429.805186
3,174.819125
3
12
CE
263
1
BC
0
1
23
0
200
0
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other
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1
0
7
0
0.9
0.145191
-1
363
30
0.019773
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AB
812
3,709.976352
2,976.264578
3,065.648837
9
11
CA
193
0
BA
1
1
30
0
1,500
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1.512298
other
0
2
0
7