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int64
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383
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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
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stringclasses
7 values
credit_risk_score
int64
-170
389
email_is_free
int64
0
1
housing_status
stringclasses
7 values
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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
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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
0.9
0.034011
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192
20
24.431905
30.469786
AA
2,693
4,833.903543
4,183.61987
4,286.181319
1,289
13
CA
77
0
BC
0
1
21
0
200
0
INTERNET
9.656344
macintosh
1
1
0
4
0
0.7
0.550903
-1
21
30
0.011981
-1.184296
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1,481
5,870.081099
4,058.969337
4,283.622228
0
12
CF
131
1
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0
1
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200
0
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1.814607
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0
1
0
4
0
0.8
0.892856
-1
64
20
0.011024
-0.977699
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699
11,035.166641
5,005.335928
4,304.780879
1
13
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119
0
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0
1
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500
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2.339909
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0.8
0.917237
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52
50
0.025667
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1,695
8,260.541721
6,232.698186
4,784.533244
51
11
CB
146
1
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0
1
1
1
200
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0.1
0.867747
-1
58
20
0.006281
16.933063
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5,025
12,431.220431
5,501.273659
4,976.86434
15
12
CA
68
1
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0
1
31
0
200
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linux
1
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0
0.9
0.218262
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130
40
0.031155
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1,286
5,736.099607
6,447.560818
4,331.861841
535
6
CA
227
1
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1
0
1
0
1,500
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2.986799
linux
1
1
0
4
0
0.9
0.623095
-1
39
30
0.002947
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1,884
12,413.016158
5,535.556177
5,050.6504
0
8
CA
144
0
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1
1
1
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500
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8.280115
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0.7
0.184977
-1
76
40
0.007316
37.240432
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3,024
9,169.67338
4,517.348941
4,927.891336
2
8
CA
205
0
BA
0
1
1
0
1,500
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INTERNET
3.833168
linux
1
1
0
4
0
0.6
0.059204
60
3
30
0.009294
30.874353
AA
256
4,929.425458
4,442.374329
4,883.696163
464
11
CA
-18
0
BA
0
1
15
0
990
0
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16.802084
linux
0
1
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0
0.8
0.253042
58
3
30
0.01361
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889
1,217.856686
3,611.937839
4,798.78309
6
7
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103
0
BC
0
1
28
1
500
0
INTERNET
6.875052
linux
0
1
0
4
0
0.1
0.697989
-1
301
20
0.011736
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3,254
5,562.82609
4,050.361142
5,008.690236
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16
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134
0
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0
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0.217041
57
17
30
0.004479
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1,705
4,649.370587
3,221.993092
4,386.386536
77
18
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136
1
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0
1
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200
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0.9
0.01659
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71
50
0.020185
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541
3,420.479916
2,527.491621
4,461.631643
1,106
4
CA
83
1
BC
1
1
30
1
200
0
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0.070566
linux
1
1
0
4
0
0.9
0.825758
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53
50
0.009649
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1,396
5,622.296222
3,969.050515
4,893.857483
13
10
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228
1
BA
1
1
30
0
1,500
0
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2.422901
windows
1
1
0
4
0
0.1
0.444855
-1
291
20
0.001241
-0.987632
AA
2,168
4,857.907969
5,109.77541
4,402.928194
3
10
CD
81
0
BB
1
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21
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200
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INTERNET
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0.9
0.891054
-1
112
40
0.000762
-0.626753
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3,034
3,483.335658
4,055.042693
4,229.055282
1
6
CA
114
0
BA
0
1
-1
0
500
0
INTERNET
3.316198
other
1
1
0
4
0
0.1
0.233215
12
8
20
0.006594
-1.594596
AD
1,456
1,886.557886
5,020.849529
4,363.256535
11
19
CA
102
1
BC
0
1
31
1
200
0
INTERNET
4.091489
windows
0
1
0
4
0
0.9
0.799383
-1
125
50
0.031928
-0.540112
AB
1,507
6,958.177632
4,152.285583
4,946.223512
14
7
CB
286
1
BA
1
1
1
1
1,500
0
INTERNET
4.179132
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1
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4
0
0.9
0.643786
-1
240
50
0.012909
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1,236
7,474.048195
4,987.967581
4,966.789431
17
6
CA
228
0
BA
1
1
11
0
1,500
0
INTERNET
10.977512
windows
0
1
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4
0
0.5
0.893805
-1
38
50
0.008523
-0.616004
AC
1,407
7,729.620741
5,243.443796
5,066.890102
1
10
CA
179
1
BB
0
1
-1
0
1,000
0
INTERNET
13.593503
windows
0
1
0
4
0
0.5
0.400985
-1
50
20
0.033703
-0.803073
AB
1,063
5,296.71852
3,413.022386
5,057.17699
25
6
CA
181
1
BE
1
1
1
0
500
0
INTERNET
5.10674
linux
1
1
0
4
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0.6
0.274335
-1
159
40
0.022189
23.739078
AD
1,681
3,775.28476
4,582.852566
4,959.610122
1,288
8
CA
206
0
BA
0
0
6
0
1,500
0
INTERNET
5.846191
macintosh
0
1
0
4
0
0.3
0.400989
-1
350
30
3.492011
100.814257
AA
3,597
3,611.684179
5,412.853603
4,995.199007
16
11
CA
122
0
BA
0
1
10
0
200
0
INTERNET
4.351182
windows
1
1
0
4
0
0.9
0.642538
31
5
30
0.008289
-0.926235
AC
3,204
7,465.116574
3,471.118062
4,831.162905
1
18
CA
173
1
BB
1
1
28
0
500
1
INTERNET
1.572564
other
1
1
0
4
0
0.9
0.881291
-1
59
60
0.017866
-0.986013
AB
1,231
457.41981
5,106.440435
4,286.147317
1,467
5
CC
199
0
BC
1
0
2
0
500
0
INTERNET
3.595889
windows
0
1
0
4
0
0.8
0.751727
-1
82
20
0.002919
31.071931
AA
1,190
5,153.583533
4,270.302642
4,280.759629
7
15
CA
54
0
BE
0
1
30
0
200
0
INTERNET
19.549419
other
1
1
0
4
0
0.1
0.619309
-1
223
40
0.006529
-1.190451
AC
3,515
3,755.20138
4,385.266471
5,021.43294
0
5
CB
56
0
BE
1
1
-1
0
200
0
INTERNET
1.959841
linux
0
1
0
4
0
0.2
0.072321
-1
34
20
0.019879
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AD
2,851
3,844.939621
8,906.908729
4,312.901522
12
16
CD
62
0
BB
1
1
21
0
200
0
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3.209042
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0
0
0
4
0
0.8
0.233333
-1
36
40
0.007377
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AB
978
937.475537
4,774.557301
4,208.60105
2,158
6
CA
206
0
BC
1
1
15
1
1,500
0
INTERNET
3.223917
linux
0
1
0
4
0
0.6
0.112474
-1
38
20
0.026796
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AC
1,480
5,199.392477
4,780.195577
4,329.194989
0
13
CA
72
0
BE
0
1
-1
0
500
0
INTERNET
8.804556
other
1
1
0
4
0
0.2
0.193354
18
196
40
0.013643
52.916467
AA
608
4,182.522683
3,096.519196
4,339.353954
214
7
CA
149
0
BC
1
1
15
1
500
1
INTERNET
1.697452
linux
0
1
0
4
0
0.8
0.451932
-1
61
30
3.509711
-0.383285
AC
696
6,929.980091
5,126.351776
4,952.201939
0
15
CA
193
0
BE
0
1
-1
0
1,000
0
INTERNET
5.051883
windows
0
1
0
4
0
0.8
0.716446
-1
56
40
9.097945
-1.505206
AC
3,589
7,015.34274
4,682.189353
5,012.838931
0
11
CA
95
1
BA
0
0
-1
0
200
0
INTERNET
3.781849
windows
1
1
0
4
0
0.1
0.945729
-1
192
40
0.011487
22.151015
AA
542
1,669.215149
4,626.492287
4,335.713618
1
8
CF
136
0
BB
0
1
31
0
200
0
INTERNET
2.224826
other
1
1
0
4
0
0.9
0.075274
57
10
30
0.003718
21.929995
AA
1,525
1,759.441578
5,211.85771
4,435.672224
18
10
CA
176
1
BD
0
1
29
0
1,500
0
INTERNET
6.933904
linux
0
1
0
4
0
0.9
0.581235
-1
252
60
1.144763
-0.729081
AC
715
6,059.974781
3,612.305317
4,991.356717
0
1
CC
97
1
BD
1
0
-1
1
200
0
INTERNET
19.470345
other
0
1
0
4
0
0.8
0.371849
24
12
30
0.016207
-0.475475
AC
820
6,431.827626
5,016.032501
5,146.309668
0
6
CA
134
0
BC
0
1
-1
0
500
0
INTERNET
5.539847
windows
1
1
0
4
0
0.6
0.555188
-1
180
40
0.005502
-0.680398
AB
3,117
2,941.154203
3,277.201311
4,989.084833
38
7
CA
124
0
BC
0
1
30
0
200
0
INTERNET
10.371738
linux
1
1
0
4
0
0.7
0.191619
35
20
40
0.019652
-1.652888
AA
748
7,668.339985
5,812.915675
4,198.00896
24
6
CA
78
1
BB
0
1
1
1
200
0
INTERNET
5.227794
linux
1
1
0
4
0
0.9
0.994928
90
199
40
0.00376
-1.556332
AC
1,802
3,812.614466
5,107.426814
4,314.006073
1
5
CB
140
0
BA
1
1
-1
0
500
0
INTERNET
8.606348
other
0
1
0
4
0
0.2
0.594027
-1
37
20
0.005923
-1.264376
AB
2,269
3,412.07629
4,078.833279
4,710.199325
17
16
CB
148
0
BC
1
1
15
0
500
0
INTERNET
4.7011
linux
1
1
0
4
0
0.8
0.994113
-1
35
30
0.022424
-0.207393
AC
978
6,457.58709
4,735.107044
4,752.555682
0
15
CA
227
0
BB
0
1
-1
0
1,500
0
INTERNET
8.356375
windows
0
2
0
4
0
0.4
0.684151
-1
61
50
0.512636
23.465639
AA
712
5,665.795762
5,275.847456
4,629.043018
15
3
CA
52
0
BB
1
1
1
1
200
0
INTERNET
8.08567
linux
1
1
0
4
0
0.8
0.212422
60
46
30
0.016441
49.822463
AA
1,838
5,305.861103
5,296.044886
4,346.511054
2
21
CA
140
0
BE
0
1
26
0
200
1
INTERNET
5.378897
other
1
1
0
4
0
0.5
0.472025
31
1
30
0.010541
-1.317136
AB
3,002
2,092.717989
2,600.894985
6,696.982694
14
20
CB
111
1
BC
0
1
20
0
200
0
INTERNET
7.00154
linux
1
1
0
4
0
0.7
0.626603
-1
55
20
0.049652
-1.753625
AB
1,280
7,395.175743
6,316.403937
4,940.099069
3
11
CA
94
1
BC
0
1
21
0
200
0
INTERNET
1.437233
other
0
1
0
4
0
0.1
0.841266
-1
89
20
1.585137
13.61696
AA
1,483
5,091.419505
5,021.669794
5,176.620102
16
22
CA
44
1
BE
0
1
30
0
200
0
INTERNET
3.508433
other
1
1
0
4
0
0.1
0.215749
-1
287
20
0.040816
0.891295
AA
1,333
5,839.718849
4,778.830076
4,293.151145
2
11
CA
52
0
BC
0
1
10
0
200
0
INTERNET
0.906178
other
1
1
0
4
0
0.9
0.173761
30
3
20
0.010883
-1.01692
AC
2,402
2,958.864714
3,884.23577
4,339.131688
11
11
CA
140
1
BD
1
1
-1
0
200
0
INTERNET
16.095146
macintosh
1
1
0
4
0
0.7
0.323339
-1
37
30
0.024699
-1.541101
AC
2,076
6,557.689109
4,779.900424
4,832.711026
0
18
CA
220
1
BC
0
1
20
1
200
0
INTERNET
7.456807
windows
0
1
0
4
0
0.5
0.180166
28
9
20
0.003831
-1.201841
AB
949
4,029.392088
4,128.269312
5,037.128493
5
10
CA
103
1
BA
0
1
25
1
200
0
INTERNET
4.554527
linux
0
1
0
4
0
0.7
0.160491
-1
39
30
1.144116
-1.576912
AB
854
9,986.079713
5,854.368626
4,946.457585
1
3
CA
77
1
BC
0
1
15
0
200
0
INTERNET
2.396676
linux
1
1
0
4
0
0.9
0.259177
105
1
40
6.768517
22.339765
AA
705
8,861.126975
3,490.72168
4,747.492447
1
5
CA
107
0
BC
0
1
21
0
200
0
INTERNET
0.948576
other
1
1
0
4
0
0.9
0.991734
-1
84
20
0.006529
-1.004262
AB
2,671
8,093.227346
5,267.49498
4,293.984282
292
18
CA
188
0
BB
1
1
1
1
1,500
0
INTERNET
1.176922
macintosh
0
1
0
4
0
0.8
0.375336
12
17
20
0.004355
51.901313
AA
1,586
4,384.08666
2,997.6276
4,027.143923
17
15
CA
170
1
BB
0
1
15
0
1,500
0
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5.819867
other
0
1
0
4
0
0.7
0.788886
-1
319
50
0.040418
49.889135
AA
1,411
5,222.93738
4,574.852425
4,735.894462
9
5
CA
157
1
BB
1
0
1
1
500
0
INTERNET
6.803372
linux
1
1
0
4
0
0.1
0.217887
-1
189
40
0.002774
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AB
319
3,981.182291
3,141.519009
5,044.347501
12
5
CA
163
1
BB
1
1
28
0
1,500
0
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linux
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1
0
4
0
0.4
0.126549
10
4
30
0.003106
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1,277
7,008.937372
3,014.561315
4,368.252355
9
18
CA
125
1
BC
0
1
1
0
990
0
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windows
0
1
0
4
0
0.7
0.582271
-1
171
50
0.018193
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AD
800
4,053.455127
4,148.236486
4,327.938144
675
4
CA
99
1
BA
1
0
10
0
1,500
0
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linux
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1
0
4
0
0.9
0.262947
-1
34
40
19.718092
-1.014483
AC
1,156
3,979.575603
4,257.854312
5,082.647815
0
8
CA
97
0
BB
0
1
-1
0
200
0
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linux
1
1
0
4
0
0.6
0.254487
-1
78
50
0.043453
-1.550439
AC
1,295
6,557.207152
5,277.493455
4,364.25836
0
6
CB
66
1
BB
0
1
-1
0
200
0
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windows
1
2
0
4
0
0.7
0.855689
-1
57
30
0.020044
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AB
1,010
1,830.381117
3,591.579911
4,407.040235
6
8
CA
171
1
BB
0
1
-1
0
500
0
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1.988849
other
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1
0
4
0
0.9
0.903181
-1
71
40
0.006819
46.298902
AA
1,638
4,823.587057
4,126.70616
5,540.327059
834
8
CB
50
1
BB
1
1
28
1
1,500
0
INTERNET
5.216541
x11
0
1
0
4
0
0.6
0.1014
83
1
20
0.03107
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AB
1,657
8,705.262654
5,934.867068
4,822.422196
42
10
CA
148
1
BB
0
1
28
0
200
0
INTERNET
4.475655
windows
0
1
0
4
0
0.1
0.618626
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110
50
0.005439
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AB
6,209
852.471913
4,080.513545
4,790.226817
10
6
CA
145
0
BE
0
1
30
0
1,500
0
INTERNET
4.056975
windows
1
1
0
4
0
0.3
0.528629
23
13
30
0.012492
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AB
526
4,573.510812
4,418.641658
4,913.078441
8
8
CA
93
0
BC
0
1
20
0
200
0
INTERNET
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other
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1
0
4
0
0.8
0.988793
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116
30
0.012848
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AB
2,210
8,046.689651
5,422.309163
4,919.65984
0
12
CB
85
0
BC
0
1
1
0
200
0
INTERNET
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macintosh
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1
0
4
0
0.9
0.232705
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35
40
0.02463
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AC
654
6,970.390231
5,234.782976
4,993.252528
1
9
CD
162
0
BC
0
1
6
1
200
0
INTERNET
1.537051
windows
0
1
0
4
0
0.9
0.938719
-1
123
40
0.00997
-0.532545
AC
1,003
4,465.368189
4,809.378555
4,368.037878
0
11
CA
228
0
BA
1
1
-1
0
1,500
0
INTERNET
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other
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1
0
4
0
0.1
0.416995
-1
202
20
0.02035
-1.460196
AB
1,264
6,072.351583
5,503.27881
4,416.810278
14
8
CE
109
1
BE
0
1
21
0
200
0
INTERNET
4.575608
linux
0
1
0
4
0
0.4
0.126792
-1
43
30
0.034311
-0.862191
AB
3,898
5,100.021619
4,436.766545
4,283.736525
9
13
CB
210
0
BB
0
1
30
0
1,500
1
INTERNET
5.44033
windows
1
1
0
4
0
0.8
0.800063
-1
58
30
0.022468
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AB
864
4,795.995902
3,834.39298
5,107.887056
9
9
CA
203
1
BC
1
1
15
0
1,500
0
INTERNET
4.464305
linux
1
1
0
4
0
0.9
0.265043
-1
372
40
2.949249
0.01351
AD
865
6,071.254363
4,817.889626
4,294.094509
18
7
CB
72
1
BE
1
0
30
0
200
0
INTERNET
4.907188
linux
0
1
0
4
0
0.9
0.585817
-1
337
50
0.022977
-0.645665
AC
2,492
7,051.092825
5,328.898848
4,725.273136
0
1
CA
66
1
BC
0
1
-1
0
200
0
INTERNET
9.230087
windows
0
1
0
4
0
0.8
0.139008
-1
60
40
0.01423
-0.801032
AC
3,050
7,285.316927
4,143.923777
4,966.179558
0
8
CA
120
0
BA
1
1
-1
0
200
0
INTERNET
14.286977
windows
0
1
0
4
0
0.9
0.124063
-1
44
30
0.015036
-1.404507
AD
1,793
3,124.711114
2,946.633422
4,470.382194
2
11
CA
125
1
BA
1
1
15
0
200
0
INTERNET
2.508378
linux
1
1
0
4
0
0.8
0.233775
-1
214
50
0.011519
-0.737869
AC
1,067
7,365.659656
3,995.534176
4,301.855926
0
3
CB
160
0
BB
0
1
-1
0
200
0
INTERNET
3.433202
other
0
0
0
4
0
0.1
0.647797
-1
103
30
0.004718
-0.897967
AC
712
8,767.300261
4,748.55231
5,040.732251
0
8
CA
73
1
BD
0
1
-1
0
200
0
INTERNET
1.654052
other
0
1
0
4
0
0.7
0.391729
28
10
40
0.017893
-0.895886
AB
195
3,708.184125
3,210.775888
3,109.622034
19
4
CA
113
1
BC
0
1
1
0
500
0
INTERNET
10.089074
other
1
1
0
4
0
0.8
0.693135
-1
137
30
0.014891
30.027804
AA
1,155
3,804.198368
5,018.991345
4,197.663581
7
15
CA
189
0
BA
0
1
28
1
500
0
INTERNET
5.319925
other
1
1
0
4
0
0.5
0.35996
-1
167
40
3.59767
31.754943
AA
1,542
5,460.651893
3,351.302486
5,104.098482
1
7
CA
86
0
BA
0
1
26
0
1,000
0
INTERNET
2.242121
other
0
1
0
4
0
0.5
0.305441
-1
48
20
0.012074
-1.30286
AB
1,949
4,599.932051
4,919.996128
4,647.794431
18
16
CA
97
1
BC
1
1
26
0
200
0
INTERNET
2.50458
linux
0
1
0
4
0
0.9
0.851
-1
376
20
0.007035
51.306451
AA
803
3,079.55017
4,923.527802
4,286.983147
3
6
CA
228
0
BC
0
1
1
0
500
1
INTERNET
7.387626
other
0
1
0
4
0
0.3
0.90205
-1
132
10
0.019289
-0.639121
AC
1,475
4,545.897467
3,225.2657
4,321.479159
0
7
CA
262
0
BE
1
1
-1
0
200
0
INTERNET
8.934336
linux
1
1
0
4
0
0.9
0.347145
150
12
30
0.00359
-0.665947
AC
2,426
2,399.068451
2,752.409689
4,223.022869
1
13
CA
133
0
BC
0
1
-1
0
200
0
INTERNET
7.252834
macintosh
0
1
0
4
0
0.2
0.865706
-1
211
20
0.033523
-1.053183
AD
1,248
2,687.875459
2,693.690999
6,701.082872
25
15
CA
215
1
BE
0
1
5
1
1,500
0
INTERNET
11.677663
macintosh
0
1
0
4
0
0.9
0.849005
-1
180
40
0.021293
-1.538881
AD
3,920
5,045.751313
4,619.934406
4,822.746181
48
8
CA
78
1
BA
0
1
30
0
200
0
INTERNET
4.285299
macintosh
0
1
0
4
0
0.2
0.713176
-1
125
30
0.032743
-0.486784
AC
619
1,334.325425
2,898.169365
4,914.731105
1
3
CA
199
0
BE
0
1
-1
0
1,500
0
INTERNET
0.133637
windows
0
1
0
4
0
0.9
0.870002
-1
8
40
0.024026
-0.607136
AD
649
5,447.625034
4,363.991524
4,877.289467
10
11
CA
179
0
BA
0
1
28
0
1,000
0
INTERNET
2.666893
windows
1
1
0
4
0
0.9
0.858782
-1
199
40
0.007265
51.798508
AA
3,191
5,397.977203
3,840.320578
4,328.6109
2,064
17
CA
239
1
BA
0
1
15
1
1,000
0
INTERNET
5.386425
windows
0
1
0
4
0
0.9
0.073649
-1
197
40
0.001711
-0.58225
AB
882
5,306.935205
5,031.494744
4,456.866998
18
4
CB
175
0
BA
1
0
15
0
500
0
INTERNET
3.533535
windows
1
1
0
4
0
0.7
0.162723
-1
60
40
0.03763
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AB
993
7,418.632746
4,772.411221
4,822.473636
0
7
CB
91
1
BC
0
1
1
0
200
0
INTERNET
10.763814
macintosh
0
1
0
4
0
0.8
0.233187
-1
70
20
0.02524
-1.104089
AD
1,739
9,429.260375
6,625.161464
4,315.66676
12
18
CA
135
0
BE
0
1
28
0
1,000
0
INTERNET
12.759309
other
0
1
0
4
0
0.2
0.186459
30
6
20
0.003742
-0.788565
AB
3,387
3,695.709876
3,355.519558
4,393.55081
11
13
CA
201
0
BE
0
0
28
0
500
0
INTERNET
4.991375
other
0
1
0
4
0
0.1
0.604198
-1
41
10
0.007023
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AB
448
2,002.44541
3,082.428043
4,310.056396
1
6
CA
106
0
BB
0
1
21
0
200
0
INTERNET
4.212393
other
0
1
0
4
0
0.9
0.655663
-1
189
20
0.012607
-0.954661
AD
294
1,425.862433
2,911.159007
4,344.438816
9
11
CA
86
0
BE
0
1
21
0
200
0
INTERNET
3.131541
macintosh
0
1
0
4
0
0.6
0.374295
226
13
20
1.299978
28.560174
AC
1,561
2,859.919535
4,564.394491
4,950.922012
1
10
CA
69
1
BE
0
1
-1
0
200
0
INTERNET
3.183159
other
1
1
0
4
0
0.1
0.687814
-1
118
60
0.012718
-1.4917
AB
3,524
7,196.741384
5,043.023802
4,825.995928
11
5
CF
140
1
BB
0
1
31
0
200
0
INTERNET
2.38593
windows
0
1
0
4
0
0.2
0.939813
-1
14
20
0.004241
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AB
547
3,994.814187
3,353.035026
4,338.000838
8
11
CA
217
1
BB
0
1
26
0
200
0
INTERNET
4.74398
linux
0
1
0
4
0
0.6
0.54481
50
-1
40
1.134149
-0.916794
AB
1,197
9,496.244116
5,733.478325
4,868.782125
33
16
CA
53
0
BC
1
1
1
0
200
0
INTERNET
4.798328
other
0
1
0
4