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383
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int64
10
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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
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float64
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6.99k
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int64
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2.39k
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0
39
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stringclasses
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int64
-170
389
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int64
0
1
housing_status
stringclasses
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int64
0
1
phone_mobile_valid
int64
0
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int64
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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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int64
0
1
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40
0.003481
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976
3,514.905235
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3,138.499268
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4
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1
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3,192.953384
3,056.962469
2
8
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97
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0.010558
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2,290.372739
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35
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1,203
2,336.394411
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0.024692
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3,558.530277
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0.743603
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163
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1,101
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11
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85
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0.8
0.277325
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55
30
0.017672
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200
3,956.114266
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3,131.830473
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82
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0.912646
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0.003329
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278
3,187.211273
2,214.200502
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256
0
BB
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990
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0.293579
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0.000118
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3,512.935271
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115
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151
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449
3,864.002352
3,561.436965
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34
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12
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538
6,241.352358
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103
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0.178468
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4
20
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1,176
2,250.649888
3,277.44986
3,103.011317
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153
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3,340.040568
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17
6
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1
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0.753867
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24
40
0.010055
23.94054
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1,406
2,157.010279
2,913.534628
3,060.631115
49
6
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153
0
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1
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26
1
200
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0.9
0.861672
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166
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0.021979
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891
1,526.480471
2,976.349714
3,538.606326
12
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266
0
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0.463834
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107
40
0.000831
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1,120
760.753185
2,575.966508
4,366.545315
1
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208
0
BA
1
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0.892031
28
12
20
0.03389
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355
6,507.101767
3,046.119201
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17
CA
121
1
BB
1
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200
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4.391567
linux
1
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0.9
0.282456
55
7
20
0.018155
52.059758
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944
2,884.50373
2,597.025307
3,032.980202
35
7
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110
0
BA
1
1
22
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200
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1.292071
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0.6
0.645685
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262
30
0.041641
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683
3,446.336078
2,787.988314
3,024.517412
2
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29
0
BE
1
1
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200
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0.7
0.738409
-1
106
20
0.021716
24.846792
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444
6,125.09427
2,832.075498
3,118.179334
54
9
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119
1
BC
1
1
21
0
200
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5.878063
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1
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0.6
0.028632
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310
20
0.008818
48.806306
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2,028
3,760.242734
4,099.170596
5,483.221384
28
14
CA
116
0
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0
1
10
0
200
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2.619122
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1
0
7
0
0.9
0.704439
-1
125
50
0.009604
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1,107
4,364.757388
5,564.557773
3,150.168141
8
2
CA
224
0
BB
1
1
1
0
1,500
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11.843181
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1
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0
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0
0.8
0.452187
63
32
30
0.008915
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AC
903
581.215905
2,924.158257
3,156.807286
0
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254
1
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0
1
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1,500
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0.9
0.06454
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32
40
0.019421
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AC
454
3,839.503638
2,980.882091
3,109.92843
0
4
CA
99
1
BC
1
1
-1
0
200
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0.746735
linux
1
1
0
7
0
0.5
0.118303
94
2
30
0.022716
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AC
1,082
2,387.686353
3,779.793871
5,332.047772
12
5
CA
185
1
BA
0
1
15
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1,500
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6.221274
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0
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0
0.1
0.739089
-1
37
20
0.037681
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1,068
910.077927
3,377.047851
3,062.048827
6
12
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277
0
BE
0
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31
0
1,000
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5.298414
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1
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0.9
0.160226
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31
30
0.011637
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1,031
2,932.437923
2,060.136073
3,156.216891
17
7
CA
183
1
BB
0
1
10
0
500
1
INTERNET
2.187709
windows
1
1
0
7
0
0.8
0.437227
149
14
50
0.021966
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AC
859
534.366742
3,047.558318
3,141.612246
1
1
CA
193
1
BA
1
1
-1
0
990
0
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4.188054
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1
1
0
7
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0.5
0.143144
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53
20
0.005883
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1,246
3,634.53667
3,493.331094
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11
13
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102
0
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0
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200
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2.442777
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1
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0
0.9
0.057136
-1
121
40
0.010646
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AB
983
5,672.440113
3,535.126901
3,028.344419
10
6
CA
121
1
BA
1
1
6
1
1,000
0
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3.938614
linux
1
1
0
7
0
0.2
0.896224
-1
32
40
0.024693
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AB
485
3,475.150387
2,197.700252
3,085.953585
11
5
CF
117
1
BB
1
1
10
1
200
0
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2.901414
linux
1
1
0
7
0
0.1
0.517183
19
5
30
0.001743
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AC
1,001
6,835.168761
3,740.172063
3,079.644941
0
9
CA
53
1
BC
1
1
-1
0
200
0
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5.028592
linux
1
1
0
7
0
0.3
0.845105
-1
75
40
0.003227
-1.003959
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411
3,044.858291
1,949.172959
3,167.271468
11
11
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59
1
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0
1
3
0
200
0
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1.043369
linux
0
1
0
7
0
0.9
0.856618
153
2
40
0.047948
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AC
376
2,029.906599
1,979.102166
3,159.696795
1
8
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134
0
BA
1
1
-1
0
200
0
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1.938825
linux
1
1
0
7
0
0.1
0.289314
-1
90
50
0.022654
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AC
3,812
3,677.979944
3,577.413996
4,016.090512
0
4
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129
0
BC
0
1
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0
200
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6.073189
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0
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0.3
0.093311
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167
20
0.017131
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907
3,361.04198
3,300.112514
3,091.833808
0
11
CA
107
1
BE
0
1
-1
0
200
0
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7.634393
windows
0
1
0
7
0
0.9
0.554202
95
15
20
0.027355
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AC
1,443
6,451.862446
4,256.420481
3,115.450381
0
10
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98
1
BB
1
1
-1
1
500
0
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7.808147
linux
1
1
0
7
0
0.9
0.997243
-1
66
30
0.002376
26.61672
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1,030
3,768.977245
2,363.70184
3,067.670178
1
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237
0
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0
1
21
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1,000
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1.926268
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0
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0.6
0.745171
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38
30
0.033997
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1,456
4,309.511443
3,042.401965
3,161.370224
14
7
CD
121
0
BB
1
1
11
0
200
0
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3.948472
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1
0
7
0
0.9
0.411096
-1
74
40
0.027744
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AA
480
3,844.259857
2,979.220014
3,093.219679
14
4
CA
203
0
BA
0
1
16
0
1,500
0
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1.935167
windows
0
1
0
7
0
0.5
0.032912
58
12
20
0.022756
6.519306
AD
880
1,520.078999
2,324.250704
3,082.590888
12
6
CA
125
1
BC
0
1
28
0
500
0
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50.035163
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0
1
0
7
0
0.3
0.66862
60
3
30
0.045127
13.360828
AA
611
1,105.386542
2,646.448901
3,157.451017
5
9
CA
154
0
BB
0
1
1
0
1,000
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INTERNET
6.364523
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0
1
0
7
0
0.9
0.832417
42
7
20
0.00256
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AC
381
2,677.189468
1,769.568254
3,179.366059
0
5
CA
109
0
BE
1
1
-1
0
200
0
INTERNET
1.739716
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1
1
0
7
0
0.1
0.61985
-1
53
20
0.008746
9.783395
AA
1,073
6,016.036315
3,711.495506
3,097.193084
6
15
CA
100
1
BE
1
1
30
0
200
0
INTERNET
6.393302
windows
1
1
0
7
0
0.8
0.292562
52
17
30
0.015396
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AB
424
1,638.95835
2,909.69251
3,053.331775
4
11
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199
0
BB
1
1
1
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200
0
INTERNET
2.098657
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1
1
0
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0
0.6
0.186819
-1
105
40
0.003973
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1,042
3,037.651066
3,127.948817
3,099.809633
7
4
CA
144
0
BE
1
1
25
0
200
0
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0.812446
windows
1
1
0
7
0
0.6
0.455959
55
0
20
0.00755
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2,459
3,524.164247
3,535.067184
4,757.411175
23
25
CF
131
1
BC
0
1
28
0
200
0
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61.093583
linux
1
1
0
7
0
0.1
0.449277
-1
90
30
0.002598
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542
3,204.995359
2,814.29921
3,119.220957
18
11
CB
85
0
BA
1
0
15
0
200
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4.732154
windows
1
1
0
7
0
0.7
0.887717
55
2
30
0.000296
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1,107
2,406.646663
3,287.159888
4,122.047713
0
9
CA
146
1
BB
0
1
-1
1
1,000
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8.787729
windows
1
1
0
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0
0.6
0.403212
-1
39
20
0.017684
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AC
366
4,879.276004
2,620.77971
3,061.699668
0
9
CA
103
1
BB
0
1
-1
0
200
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1.019088
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1
1
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0.7
0.442398
29
11
20
0.01186
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433
3,287.612561
2,839.585526
3,151.254955
2
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161
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0
1
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200
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2.507506
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0.5
0.721902
29
12
20
0.020114
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1,171
2,134.621646
2,127.283356
3,051.69526
16
7
CE
117
1
BC
0
1
10
0
200
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40.350442
macintosh
1
1
0
7
0
0.4
0.438512
105
3
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0.001696
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581
3,610.443902
3,221.856164
3,074.784838
1
12
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115
1
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1
1
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200
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linux
1
1
0
7
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0.9
0.777375
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124
40
0.00681
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1,168
3,599.565892
2,796.417999
3,147.442503
6
9
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228
0
BC
1
1
1
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1,500
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windows
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0.9
0.243069
-1
262
50
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635
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2
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0
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28
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490
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32
30
0.008463
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1
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200
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0.9
0.993553
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21
20
0.014653
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1,445.096732
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7
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107
0
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200
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0.7
0.100061
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5
20
0.000276
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11,030.027406
6,703.8301
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15
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95
0
BC
1
1
28
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200
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1
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0
0.5
0.059423
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112
20
0.008304
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535
5,946.394116
3,134.485109
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2
4
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171
1
BA
0
1
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200
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1
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0.6
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45
30
0.044138
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848
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2,246.511384
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572
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253
1
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500
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0.8
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36
40
0.00645
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8,701.374969
6,446.255373
3,064.87913
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5
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109
1
BC
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200
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0.9
0.683129
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40
20
0.037653
5.861392
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8,137.324232
4,950.944735
6,339.835703
4
9
CA
112
1
BC
1
1
28
1
200
0
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windows
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1
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0
0.8
0.549372
24
1
10
0.012773
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664
3,369.39023
6,471.18869
3,031.311981
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6
CA
119
0
BC
1
1
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200
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0.9
0.773261
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6
40
0.01931
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624
2,187.239801
2,533.779077
3,118.956091
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7
CA
164
1
BB
1
1
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200
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linux
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0.6
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68
70
0.000264
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686
1,296.058336
2,895.078623
3,141.86836
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1
CC
177
0
BB
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1
1
200
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0.2
0.479345
56
5
10
0.01624
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612
2,764.860471
2,702.171441
3,180.607444
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11
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107
0
BD
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1
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200
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0.9
0.207578
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33
40
0.039286
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457
2,244.109704
2,927.448767
3,053.484744
51
6
CA
115
0
BD
1
1
25
1
200
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linux
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1
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7
0
0.7
0.294982
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261
40
0.004387
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AB
657
5,568.933947
2,987.391496
3,184.786889
1
3
CA
232
1
BE
1
1
5
1
1,500
0
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linux
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1
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0
0.6
0.61179
58
3
30
0.010853
11.061911
AA
629
4,836.428952
3,407.582584
3,162.619279
5
30
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170
1
BC
0
1
21
1
500
0
INTERNET
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1
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7
0
0.1
0.825907
182
18
40
0.012596
25.349134
AA
1,800
6,840.656982
3,855.248017
3,170.095536
2
5
CA
61
1
BB
0
1
26
0
200
0
INTERNET
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linux
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1
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7
0
0.1
0.522286
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92
20
0.013683
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AB
1,021
2,470.852193
3,511.275139
3,069.728011
16
8
CA
160
1
BA
0
1
1
0
500
0
INTERNET
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windows
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1
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0
0.7
0.491427
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0
30
18.990359
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AC
545
4,557.491453
6,341.988544
3,127.062844
12
8
CA
128
1
BC
0
1
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0
200
0
INTERNET
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windows
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1
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0
0.9
0.397059
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31
40
0.000547
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AB
876
3,101.182764
2,791.866845
3,133.068932
20
3
CA
152
1
BC
0
1
15
0
200
0
INTERNET
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linux
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1
0
7
0
0.6
0.990665
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36
20
0.006938
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AC
2,857
4,910.93512
3,594.095811
3,112.871839
14
12
CA
130
1
BE
1
1
-1
1
200
0
INTERNET
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other
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1
0
7
0
0.9
0.332578
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31
20
0.007505
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AB
1,062
1,528.474419
3,399.567731
3,784.846063
5
11
CA
124
0
BA
1
1
1
0
200
0
INTERNET
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other
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1
0
7
0
0.9
0.495693
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82
50
0.037566
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AB
876
2,400.372814
3,136.882796
3,199.69364
843
1
CC
170
1
BB
0
1
10
0
500
0
INTERNET
0.678319
windows
1
1
0
7
0
0.8
0.147155
29
10
20
0.011873
27.343795
AD
1,503
2,044.376788
2,253.603923
4,149.265323
21
8
CA
120
1
BC
0
1
15
0
200
0
INTERNET
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linux
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1
0
7
0
0.4
0.106191
-1
58
20
0.001338
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AB
159
5,138.668781
3,699.252809
2,991.580321
12
10
CD
117
1
BC
0
1
10
1
200
0
INTERNET
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other
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1
0
7
0
0.1
0.300235
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26
20
0.021981
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AB
225
1,841.419182
2,374.784037
3,112.126086
1
10
CA
120
0
BB
1
1
11
0
200
0
INTERNET
3.48539
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1
0
7
0
0.4
0.996715
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84
40
0.012813
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AA
598
3,925.679904
2,709.692237
3,161.823731
3
3
CA
171
0
BB
1
0
28
1
500
0
INTERNET
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other
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1
0
7
0
0.1
0.102127
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36
20
0.002564
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AD
563
6,356.725679
3,436.036645
3,077.623609
1
22
CA
113
0
BE
0
1
1
0
200
1
INTERNET
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linux
1
1
0
7
0
0.1
0.651551
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156
20
0.016803
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AB
1,973
3,249.989426
7,343.784512
5,599.83207
129
10
CA
31
0
BE
0
1
1
0
200
0
INTERNET
10.393015
linux
1
1
0
7
0
0.9
0.05782
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60
50
0.015695
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AB
1,666
1,333.834894
3,347.368719
3,121.750996
16
7
CB
225
1
BA
1
1
30
0
1,000
0
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1
0
7
0
0.9
0.730298
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136
40
0.002549
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AC
1,230
3,577.266746
3,349.186944
3,874.200283
0
11
CA
295
1
BA
0
1
-1
0
1,500
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INTERNET
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windows
1
1
0
7
0
0.4
0.887625
9
2
30
0.021627
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AA
1,746
9,190.746449
2,846.988492
3,051.651013
12
10
CA
285
1
BC
1
0
28
0
200
0
INTERNET
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1
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7
0
0.3
0.9122
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39
30
0.024119
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AB
935
6,908.469649
3,737.584127
3,098.126026
252
8
CA
59
1
BD
1
1
25
0
200
0
INTERNET
4.716186
windows
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1
0
7
0
0.9
0.397591
-1
40
50
0.00454
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AD
903
2,305.965782
2,390.048506
4,328.73392
1
12
CB
95
0
BB
1
1
20
1
200
0
INTERNET
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1
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7
0
0.7
0.880986
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32
20
0.023742
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AB
542
1,313.028804
2,015.376817
3,122.753721
15
8
CA
224
0
BC
0
1
28
0
1,500
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INTERNET
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windows
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1
0
7
0
0.6
0.899778
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174
20
0.022821
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AC
588
3,472.258575
2,957.930291
3,072.648749
1
4
CE
114
0
BC
1
1
-1
0
200
0
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windows
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1
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0
0.9
0.734364
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100
40
0.024761
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AC
297
1,853.315966
1,927.880563
3,195.626278
0
8
CA
184
0
BA
0
1
-1
0
990
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linux
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1
0
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0
0.6
0.563676
11
14
30
74.626598
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AC
869
672.385622
6,436.313937
5,278.042461
0
15
CB
152
1
BC
1
0
-1
0
200
0
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windows
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1
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7
0
0.7
0.791984
52
9
20
0.022666
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AB
534
3,317.620726
1,957.459367
3,162.085117
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15
CA
118
0
BC
0
1
4
0
500
0
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linux
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1
0
7
0
0.7
0.67289
109
5
30
0.013537
12.275265
AA
1,330
4,738.876167
4,864.042309
3,165.227491
1
4
CA
98
1
BC
0
1
31
0
200
0
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linux
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1
0
7
0
0.9
0.241571
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48
30
0.009195
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423
4,135.071503
3,055.798586
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15
11
CA
241
0
BC
0
1
1
1
990
1
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windows
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1
0
7
0
0.2
0.099669
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106
40
0.021198
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AB
362
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3,029.073084
3,039.705815
4
6
CF
111
0
BC
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1
10
1
1,500
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macintosh
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1
0
7
0
0.7
0.587591
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91
60
0.026638
96.562294
AA
846
3,849.532727
3,959.366618
3,072.337175
2
6
CA
199
0
BA
1
0
28
0
1,500
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1
0
7
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0.1
0.223936
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37
30
0.017043
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AC
919
1,716.89848
2,353.706596
3,178.031009
0
10
CF
20
1
BB
1
1
-1
0
200
0
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linux
1
1
0
7