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int64
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383
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int64
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428
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int64
10
90
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float64
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78.5
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int64
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float64
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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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39
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stringclasses
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int64
-170
389
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int64
0
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stringclasses
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int64
0
1
phone_mobile_valid
int64
0
1
bank_months_count
int64
-1
32
has_other_cards
int64
0
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float64
190
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int64
0
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source
stringclasses
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session_length_in_minutes
float64
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85.9
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stringclasses
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keep_alive_session
int64
0
1
device_distinct_emails_8w
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device_fraud_count
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0
month
int64
0
7
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0.4
0.162699
86
42
30
0.022891
-1.578007
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1,242
7,711.278201
2,715.963308
4,851.375491
10
14
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190
0
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1
0
1
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1,500
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0.059539
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0.018811
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585
4,695.507073
5,458.802809
4,358.19809
13
5
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237
1
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1
0
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200
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0.9
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30
0.003861
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2,917.73152
2,424.871627
3,829.511537
7
19
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1
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7,666.756948
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5,980.634974
276
8
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0
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3,910.062775
5,565.924386
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11
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257
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3,978
8,168.911457
4,944.075558
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10
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58
0
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1
1
31
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500
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macintosh
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0.9
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65
20
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1,095
4,873.743263
4,802.091498
4,225.92752
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3
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0.335959
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1
30
0.001497
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4,530.547743
2,630.64511
5,347.220171
13
13
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136
1
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0.1
0.445105
246
183
50
0.003316
15.27292
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1,144
2,979.804532
8,530.470083
4,292.498104
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CC
79
1
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500
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0.6
0.252601
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0.004853
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1,433
1,965.313187
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4,865.201946
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4
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85
1
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0.853646
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0.014606
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646
5,334.863655
4,419.427777
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111
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0.723318
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20
0.038941
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6,735.873729
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11
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1
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0.853028
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118
60
0.001862
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1,967.412768
3,639.849198
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3,039
5,256.397552
3,322.257186
4,947.249085
2
15
CA
123
0
BB
0
1
21
1
510
0
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1
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0.7
0.358999
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40
20
0.008234
19.119067
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1,817
4,317.472186
3,198.336902
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13
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160
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0.863475
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37
30
0.014416
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371
8,537.40062
6,814.938879
4,849.829279
1
21
CF
82
0
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1
1
19
0
200
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windows
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0.5
0.499097
12
5
20
0.015992
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512
5,177.809559
5,051.366851
4,901.837148
15
19
CA
29
0
BC
0
1
21
0
1,000
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linux
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1
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0.9
0.996124
99
2
40
0.005645
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865
4,407.686103
4,603.267193
4,233.295629
1
7
CA
142
0
BA
0
1
26
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200
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linux
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1
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4
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0.3
0.495715
-1
23
60
0.050562
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1,336
5,648.472258
4,682.078029
4,432.8431
29
1
CC
199
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BB
1
1
25
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200
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6.912779
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4
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0.6
0.263044
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88
40
0.000698
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784
8,965.728402
5,871.078383
5,148.420785
2,090
4
CA
227
1
BA
0
1
30
0
200
1
INTERNET
3.586533
linux
1
1
0
4
0
0.7
0.843841
-1
221
40
0.04572
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AB
1,189
5,289.839879
4,516.02737
4,278.193951
11
9
CA
226
0
BA
0
1
28
0
1,500
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INTERNET
3.520144
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4
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0.9
0.055977
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88
20
0.00928
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989
7,593.739072
5,355.455836
4,310.584979
218
10
CB
132
0
BB
1
1
28
0
200
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INTERNET
8.509196
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1
1
0
4
0
0.4
0.91912
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124
30
0.034037
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AB
597
7,364.94458
5,472.642063
5,028.17276
16
19
CA
134
0
BE
0
1
30
1
200
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0.891276
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1
1
0
4
0
0.6
0.121129
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256
40
0.016061
50.96733
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1,132
1,926.371108
7,557.699069
4,297.3147
2
3
CA
221
1
BA
1
1
15
1
1,500
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4.4012
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0
1
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4
0
0.6
0.208201
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354
20
0.030623
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AC
1,584
4,926.328589
3,630.902148
4,761.886499
1
8
CA
96
0
BE
0
1
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0
200
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3.3927
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1
1
0
4
0
0.6
0.193447
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106
30
0.006364
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1,398
1,108.515014
3,333.931611
4,333.462571
0
9
CB
143
0
BA
0
1
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0
200
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1.728265
other
1
1
0
4
0
0.8
0.830501
-1
99
20
0.013238
23.871544
AA
1,177
5,196.204779
4,141.93935
4,332.198957
10
9
CA
216
1
BC
1
1
28
0
1,000
0
INTERNET
4.884338
linux
0
1
0
4
0
0.7
0.163926
-1
70
20
0.007027
47.532267
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557
7,307.870315
6,202.257575
4,280.834957
1
10
CA
207
1
BE
1
1
29
0
200
0
INTERNET
1.922897
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1
1
0
4
0
0.9
0.73973
27
79
50
0.01837
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AD
1,115
1,571.543812
5,288.605625
4,365.573503
9
2
CB
131
1
BA
1
0
31
0
200
0
INTERNET
12.0987
other
0
1
0
4
0
0.1
0.700953
-1
211
50
0.010774
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AB
3,241
8,378.917771
4,939.348748
5,037.20295
19
3
CE
225
1
BB
1
0
10
1
1,500
0
INTERNET
3.81782
windows
0
1
0
4
0
0.2
0.998814
-1
215
20
0.007576
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AB
1,409
1,599.465574
3,256.861073
4,767.342313
25
14
CA
187
1
BE
0
1
15
0
500
0
INTERNET
5.78108
linux
0
1
0
4
0
0.6
0.247119
-1
296
30
0.010948
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AC
3,076
586.285712
3,031.662898
4,296.986599
1
6
CA
244
0
BA
0
1
-1
0
1,500
0
INTERNET
13.151544
windows
1
1
0
4
0
0.7
0.876203
-1
29
40
0.028974
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AC
1,596
6,201.053883
3,881.156596
4,284.468193
0
10
CF
121
1
BC
1
1
-1
1
200
0
INTERNET
5.449744
linux
0
1
0
4
0
0.8
0.647085
-1
154
20
0.007722
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AD
4,288
7,909.966552
6,061.455867
4,953.217211
11
12
CA
272
1
BA
0
1
1
1
1,000
0
INTERNET
6.99247
other
1
1
0
4
0
0.7
0.740615
-1
292
30
0.026621
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AB
1,687
4,159.513603
6,932.257358
4,203.734733
8
14
CA
193
0
BE
1
1
28
1
1,000
0
INTERNET
3.684314
windows
0
1
0
4
0
0.8
0.629311
-1
68
40
0.000592
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1,510
4,612.743987
3,199.580111
3,194.72235
158
13
CA
105
0
BC
1
0
30
0
200
0
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3.928064
windows
1
1
0
4
0
0.1
0.884411
-1
63
20
0.005347
50.702739
AA
2,020
3,443.236401
5,646.500208
4,462.445401
2
4
CA
192
1
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0
1
20
0
200
0
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7.54354
linux
0
1
0
4
0
0.1
0.863369
-1
33
40
0.008533
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AC
2,464
2,722.808934
5,395.101084
4,368.206617
0
6
CC
162
0
BB
1
1
-1
1
200
0
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4.030675
other
0
1
0
4
0
0.4
0.058985
-1
24
30
0.039208
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1,424
6,432.899035
5,035.523527
4,300.423831
34
5
CC
116
1
BB
1
0
15
0
200
0
INTERNET
1.207057
windows
1
1
0
4
0
0.1
0.293997
-1
271
20
0.008231
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AC
2,699
1,885.051185
5,260.100141
4,342.364789
39
14
CA
173
1
BE
0
1
1
1
1,000
0
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4.070119
linux
0
1
0
4
0
0.7
0.670799
-1
272
50
0.012616
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1,262
2,699.065339
5,238.133365
4,347.760362
13
5
CA
195
0
BE
0
1
20
0
1,000
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INTERNET
5.114809
windows
1
1
0
4
0
0.8
0.20114
14
5
40
9.309125
-0.653148
AC
1,022
4,227.989639
5,201.591969
4,921.422925
6
13
CB
102
1
BC
1
1
-1
0
200
0
INTERNET
1.900705
linux
0
1
0
4
0
0.1
0.201978
-1
132
20
0.032428
-0.884443
AD
1,143
4,839.352052
4,190.312683
5,176.384517
9
18
CB
31
1
BE
0
1
26
0
200
0
INTERNET
4.381307
linux
0
1
0
4
0
0.1
0.262367
-1
41
30
0.003714
-0.924013
AC
739
2,312.535373
4,770.660825
4,924.5368
1
8
CD
67
0
BB
1
1
-1
0
200
0
INTERNET
4.896888
other
1
1
0
4
0
0.9
0.23757
-1
249
50
0.015502
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AB
1,209
2,537.19244
6,204.799278
5,000.042871
1
11
CA
275
1
BA
1
1
5
0
1,000
0
INTERNET
1.998462
windows
0
1
0
4
0
0.4
0.689438
-1
115
40
0.00538
-1.239002
AC
4,096
6,366.260386
4,422.278297
4,838.373455
0
9
CA
117
1
BA
0
1
-1
0
200
0
INTERNET
4.877222
other
1
1
0
4
0
0.1
0.049351
30
9
30
0.02458
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AB
1,144
4,735.342973
5,474.040005
4,908.713809
1
17
CA
164
1
BC
1
1
1
0
500
0
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4.201472
linux
1
1
0
4
0
0.5
0.679284
-1
28
30
0.00887
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AB
1,202
7,618.554485
3,775.799017
4,392.643658
10
11
CF
199
1
BB
1
1
1
1
200
0
INTERNET
1.39825
other
1
1
0
4
0
0.5
0.495801
31
21
30
0.02504
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AC
1,461
3,455.725072
3,037.648253
4,732.718604
1
15
CA
240
0
BC
0
1
-1
1
1,000
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3.121607
other
0
1
0
4
0
0.8
0.726667
-1
131
50
0.024564
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997
8,728.857958
6,162.509869
4,372.082738
0
2
CA
157
1
BA
1
0
28
0
1,000
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INTERNET
2.72563
windows
0
1
0
4
0
0.4
0.425655
-1
66
20
0.016254
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AC
1,181
1,369.699515
3,331.456701
4,141.819195
0
5
CD
184
1
BC
0
1
-1
0
200
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7.686266
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1
0
4
0
0.9
0.086083
-1
70
30
0.01251
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3,036
4,647.609744
3,822.014376
4,881.591554
8
14
CC
222
1
BB
1
1
5
1
1,500
0
INTERNET
4.772028
linux
0
1
0
4
0
0.1
0.713347
-1
318
50
0.003995
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AD
2,487
3,127.54176
3,645.987501
5,019.555461
16
2
CA
169
1
BC
1
0
11
1
200
0
INTERNET
5.22682
windows
0
1
0
4
0
0.5
0.836938
-1
49
40
0.016705
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3,515
7,147.366555
5,749.978185
4,965.935144
724
15
CD
199
1
BB
1
1
1
1
1,500
0
INTERNET
3.973705
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0
1
0
4
0
0.6
0.577348
33
14
30
0.000675
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1,256
6,996.814494
3,439.856321
4,380.793538
13
6
CA
185
0
BB
0
1
28
0
1,000
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31.286908
windows
1
1
0
4
0
0.1
0.081016
10
5
60
0.002278
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1,693
7,938.25354
6,498.699868
4,691.728034
583
23
CA
255
1
BB
1
1
28
0
1,000
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14.289689
windows
1
1
0
4
0
0.1
0.61606
14
15
10
26.951708
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AC
927
4,418.392126
3,482.172498
4,806.787989
0
16
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124
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0
1
-1
0
200
0
INTERNET
7.189523
windows
1
1
0
4
0
0.8
0.734921
-1
180
20
0.023236
-0.852002
AB
2,987
972.670692
3,773.217045
4,215.48074
6
17
CB
106
1
BE
1
1
30
0
200
0
INTERNET
3.128086
linux
0
1
0
4
0
0.6
0.477557
-1
37
40
0.033048
-1.138954
AB
1,161
3,896.237251
4,031.879719
4,358.063525
19
5
CA
204
1
BC
0
1
1
0
500
0
INTERNET
33.792271
windows
0
1
0
4
0
0.1
0.996158
95
5
40
0.018652
-1.405755
AC
1,323
9,007.204772
5,713.174764
4,927.603476
7
2
CD
142
1
BB
1
0
-1
1
200
0
INTERNET
1.838588
windows
0
1
0
4
0
0.1
0.873363
-1
42
50
0.030531
-1.053159
AC
673
6,493.546802
4,697.447908
5,028.27189
0
5
CA
175
0
BB
1
0
-1
1
200
0
INTERNET
4.142973
windows
0
1
0
4
0
0.8
0.99832
-1
44
20
0.000374
-0.902527
AD
1,785
9,082.883548
4,051.733716
4,836.387744
44
16
CF
102
0
BB
1
0
5
0
200
0
INTERNET
13.558396
windows
1
2
0
4
0
0.7
0.05715
-1
366
40
0.014344
49.563681
AB
2,240
6,999.616665
3,992.591167
4,292.900645
14
6
CA
232
0
BA
0
0
6
0
1,500
0
INTERNET
4.836082
windows
1
1
0
4
0
0.8
0.049824
-1
56
20
0.011577
-0.807804
AD
1,204
5,011.372671
3,319.957466
4,903.861462
1
16
CA
174
0
BC
0
1
1
0
500
0
INTERNET
3.026695
windows
1
1
0
4
0
0.3
0.909942
52
10
20
0.003746
-0.988975
AB
1,535
3,284.040527
5,105.481181
5,105.655337
12
11
CA
155
1
BC
0
1
20
0
200
0
INTERNET
9.614425
macintosh
1
1
0
4
0
0.1
0.178421
-1
375
40
0.005457
-1.750608
AC
1,517
3,404.550269
4,270.451383
4,228.075468
0
2
CC
118
0
BB
1
1
-1
0
200
0
INTERNET
6.496074
other
0
1
0
4
0
0.3
0.781708
-1
238
20
0.010655
-1.795576
AC
1,467
2,341.803948
3,125.492323
4,419.429671
2
10
CA
112
0
BE
0
1
-1
1
200
0
INTERNET
2.808068
windows
0
1
0
4
0
0.9
0.094148
-1
99
50
0.018793
-0.634873
AC
1,271
1,259.762058
3,927.991562
4,268.904681
1
8
CA
122
0
BA
0
1
30
1
200
0
INTERNET
9.9436
other
0
2
0
4
0
0.3
0.930425
-1
141
10
0.025056
-0.614695
AB
5,475
6,885.780404
5,214.775825
4,689.040852
11
7
CA
73
0
BE
1
0
25
0
200
0
INTERNET
2.978938
other
1
1
0
4
0
0.7
0.081518
25
23
30
0.020804
46.99866
AA
1,390
8,300.703283
5,318.547419
4,365.821583
1,874
11
CA
160
1
BC
1
1
1
1
500
0
INTERNET
1.167362
linux
0
1
0
4
0
0.5
0.766149
-1
371
20
0.018238
-1.202713
AD
748
12,984.397295
5,319.287633
5,119.86926
852
11
CB
75
0
BB
1
0
1
1
200
0
INTERNET
10.740231
other
1
1
0
4
0
0.1
0.120826
-1
83
20
0.003437
-0.966246
AD
1,891
10,927.582143
5,174.420037
4,841.787587
190
13
CA
173
0
BB
0
1
25
0
200
0
INTERNET
3.334969
other
1
1
0
4
0
0.1
0.285144
-1
52
20
0.029847
-0.684196
AC
3,087
9,646.503645
5,001.225493
5,050.753651
1
17
CD
108
0
BE
0
1
-1
0
200
0
INTERNET
5.475906
linux
1
1
0
4
0
0.1
0.616413
-1
209
20
0.03583
-1.066718
AB
1,294
1,211.797612
7,013.001229
3,149.226783
15
4
CE
129
0
BE
0
1
6
0
200
0
INTERNET
3.102822
windows
1
1
0
4
0
0.9
0.900445
-1
150
20
0.007796
-0.133564
AB
938
5,331.004305
4,008.052919
5,112.546491
22
6
CA
122
0
BE
1
0
31
0
500
0
INTERNET
6.131219
other
0
1
0
4
0
0.7
0.433748
24
4
10
8.860447
-1.615559
AC
290
8,317.592687
5,766.082372
4,782.7961
11
11
CE
72
0
BD
0
1
-1
0
200
0
INTERNET
10.287889
linux
0
1
0
4
0
0.8
0.303667
-1
137
40
0.003312
-1.139642
AB
992
4,524.187641
5,371.655241
4,412.801517
1
7
CA
116
1
BE
1
1
25
0
200
0
INTERNET
3.348707
linux
0
1
0
4
0
0.6
0.443406
-1
50
40
0.022801
-1.110908
AB
1,154
3,485.653979
2,826.783216
4,124.805414
13
8
CA
147
0
BA
0
1
15
0
500
0
INTERNET
7.273649
macintosh
1
1
0
4
0
0.7
0.315803
-1
189
50
0.003344
16.855835
AA
3,186
5,479.04962
3,379.557006
5,028.742467
16
4
CA
184
1
BA
0
1
1
1
1,500
0
INTERNET
0.966224
other
1
1
0
4
0
0.6
0.749588
34
11
20
0.006344
-0.504315
AD
1,264
5,320.132532
4,410.84511
4,983.124795
10
7
CA
150
1
BB
0
1
1
0
200
0
INTERNET
10.481327
linux
1
1
0
4
0
0.9
0.709241
26
5
40
13.183222
-1.506288
AC
643
6,021.310172
3,950.631982
4,745.125295
0
11
CA
96
1
BC
1
0
-1
0
1,000
0
INTERNET
1.794192
windows
1
1
0
4
0
0.9
0.856265
11
0
20
0.000496
-1.199114
AB
779
6,215.903084
4,053.286962
4,316.1544
7
16
CA
103
1
BC
0
1
-1
1
200
0
INTERNET
3.950803
windows
0
1
0
4
0
0.1
0.611162
-1
156
20
0.023255
-1.017839
AD
2,384
4,196.717122
3,696.299701
4,321.150949
15
8
CA
125
1
BE
1
1
20
0
1,000
0
INTERNET
8.315874
linux
1
1
0
4
0
0.9
0.094119
-1
70
30
0.028949
-0.803539
AD
819
4,472.507821
4,290.250766
4,338.376388
10
12
CA
271
1
BA
1
1
4
1
1,500
0
INTERNET
10.094311
other
1
1
0
4
0
0.7
0.92195
-1
115
30
0.022934
-0.831041
AC
1,183
2,286.892398
4,804.881659
4,905.651245
0
6
CA
161
0
BA
0
1
-1
0
200
0
INTERNET
1.188905
other
0
1
0
4
0
0.9
0.666254
-1
124
40
0.02547
-1.644238
AC
1,300
1,365.886984
5,258.192302
4,361.447544
0
9
CA
158
0
BA
0
1
-1
1
1,000
0
INTERNET
0.464632
other
0
1
0
4
0
0.1
0.999334
-1
45
20
0.022169
30.445177
AA
1,083
2,668.578614
5,201.345389
4,425.621444
1
23
CE
148
0
BE
1
1
21
0
200
0
INTERNET
2.477885
other
0
1
0
4
0
0.8
0.630502
-1
48
40
0.025956
-1.542555
AB
2,352
8,480.631478
4,970.092102
4,351.831006
11
11
CB
87
0
BD
0
1
5
0
200
0
INTERNET
3.373939
other
1
1
0
4
0
0.8
0.857117
-1
64
40
0.018724
-1.084961
AB
1,767
4,976.735449
3,232.075101
4,339.156709
18
19
CA
144
1
BA
0
1
1
0
500
0
INTERNET
4.59525
linux
1
1
0
4
0
0.4
0.253234
-1
49
20
0.028696
-0.574987
AB
551
7,743.089577
5,511.42363
6,612.239823
8
23
CA
84
1
BE
1
0
16
0
200
0
INTERNET
5.785123
other
1
1
0
4
0
0.9
0.757901
-1
156
40
0.011499
-0.321593
AB
1,574
5,775.0235
3,146.919794
4,360.544425
1,455
3
CA
197
1
BB
1
1
25
0
200
0
INTERNET
3.502599
linux
1
1
0
4
0
0.8
0.997731
55
15
20
0.004726
23.355212
AA
3,979
3,538.269618
4,246.152669
4,953.227576
1,698
14
CA
64
0
BA
0
1
20
0
200
0
INTERNET
3.537722
other
1
1
0
4
0
0.2
0.90341
-1
29
40
0.022129
-0.945909
AB
1,112
5,863.27115
4,934.852766
4,720.585283
15
10
CA
131
1
BC
1
1
1
0
200
0
INTERNET
10.829645
windows
1
1
0
4
0
0.8
0.095725
-1
188
60
0.008713
38.2502
AD
1,270
1,416.022211
5,315.626023
4,186.247183
18
5
CB
29
0
BA
1
0
30
0
500
0
INTERNET
2.895637
linux
1
1
0
4
0
0.8
0.559145
-1
64
70
0.014964
51.129342
AA
1,143
6,037.667679
4,366.27875
4,360.064494
37
13
CB
178
1
BC
1
1
5
1
1,000
0
INTERNET
3.264087
windows
0
1
0
4
0
0.6
0.27384
-1
132
40
0.003915
-0.349177
AC
4,240
5,595.331736
5,590.563845
4,357.653819
0
8
CD
106
0
BC
1
1
-1
0
200
0
INTERNET
6.057158
linux
1
1
0
4
0
0.5
0.194007
-1
22
40
0.01049
34.00777
AA
1,228
8,271.860865
5,500.99491
6,725.40601
28
15
CA
94
1
BC
1
0
27
0
200
0
INTERNET
5.500208
windows
0
1
0
4
0
0.1
0.490133
-1
296
30
0.005038
-0.905115
AC
1,684
7,820.39679
4,396.77103
4,891.120969
0
11
CA
193
1
BA
0
1
-1
1
1,500
0
INTERNET
2.096392
linux
0
1
0
4
0
0.2
0.20442
-1
52
30
0.006417
21.846415
AA
1,456
6,622.447266
5,697.58965
4,339.241318
17
11
CA
168
1
BE
0
1
11
0
200
0
INTERNET
10.784442
other
0
1
0
4
0
0.9
0.868709
-1
20
30
0.026532
-0.955899
AC
1,241
3,773.899923
4,475.605608
3,026.234335
0
7
CA
119
1
BC
1
1
-1
1
500
0
INTERNET
3.6137
other
0
1
0
4