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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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39
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stringclasses
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int64
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389
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int64
0
1
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stringclasses
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int64
0
1
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int64
0
1
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int64
-1
32
has_other_cards
int64
0
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float64
190
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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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0.129053
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0.017058
35.175592
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8,251.049854
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7,408.117525
4,922.379536
4,930.075388
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5
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10.347788
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7
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0.104424
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2,757
3,486.84336
3,805.759265
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595
5
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119
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1,207
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0.029152
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6,134.754306
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5,857.454845
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10
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126
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1,294
6,274.661419
3,789.793236
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186
1
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0.045187
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5,432.705189
4,500.713657
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2,041
3
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293
0
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3
30
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690
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6
CC
127
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254
28
60
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6,839.232786
3,446.185654
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7
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157
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1
15
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200
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10
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1,030
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23
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35
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0.003329
48.673029
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21
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46
1
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1
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28
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200
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0.8
0.772801
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30
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1,613
4,109.22177
2,991.250654
4,636.039316
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182
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28
12
30
8.499184
27.548377
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2,479
9,611.635822
4,902.724251
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9
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140
1
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11
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500
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0.6
0.185067
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30
0.000477
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3,774.463053
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4,369.985314
12
13
CA
95
0
BB
1
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2
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200
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0.191074
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30
0.021268
25.642864
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1,593
3,319.22614
4,488.187685
4,251.355346
1,264
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CF
74
1
BB
1
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0
200
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0.328036
94
10
30
0.01453
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441
1,915.871625
4,705.264672
4,468.608465
1
9
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149
1
BC
0
1
2
0
1,500
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0.9
0.529897
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26
50
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30.734031
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3,217
3,185.375098
4,105.049592
4,411.839836
2
2
CB
123
0
BC
1
1
15
1
200
1
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windows
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1
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0.5
0.821775
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49
40
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1,248
3,769.925864
4,580.998099
4,145.501777
14
7
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132
0
BC
0
1
21
0
200
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1
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4
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0.1
0.10532
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146
60
0.022857
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1,427
1,014.442566
4,371.563654
4,271.783264
38
6
CC
76
1
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0
1
30
0
500
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17.522234
macintosh
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0.9
0.759852
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106
40
0.01066
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953
3,456.899702
3,836.71518
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1
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227
1
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0
1
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1,000
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0.5
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113
30
0.021408
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363
7,228.599199
3,419.108139
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1,254
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165
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0.002472
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1,158
7,165.374733
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9
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196
1
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0
1
22
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1,500
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1
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0.1
0.892591
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188
10
1.535348
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1,506
3,446.868816
6,119.477377
4,323.012265
288
5
CA
78
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200
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0.9
0.584687
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221
60
0.021702
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3,535
4,738.502579
2,962.072999
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1
11
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78
0
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1
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28
1
500
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0
0.1
0.370953
-1
386
20
0.029159
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1,746
7,129.440411
4,927.270644
4,993.244183
1
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CE
61
0
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200
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linux
0
1
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4
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0.6
0.215106
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98
40
0.018074
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1,372
11,436.372188
6,854.961477
5,566.655358
17
7
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176
1
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1
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20
0
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linux
0
1
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4
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0.8
0.788071
-1
39
40
0.011911
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AC
946
2,967.424113
3,931.128836
4,433.114369
1
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190
0
BA
1
1
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0
1,500
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1
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0.9
0.796918
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131
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0.018658
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1,966
440.622391
5,133.215817
4,941.079471
632
5
CB
209
0
BA
0
1
10
0
1,500
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0.9
0.698951
23
13
40
0.005481
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257
8,899.879509
5,284.866949
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1,418
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273
0
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1,000
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0.7
0.695537
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0.03293
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1,068
3,702.532261
4,904.035847
4,334.758386
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4
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278
0
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1
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19
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1,500
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0.3
0.251791
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231
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0.004281
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2,113
1,151.501211
3,437.264543
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177
0
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1,500
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macintosh
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0.8
0.991898
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47
20
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4,025
4,506.043094
4,636.406854
5,331.320974
16
23
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115
0
BB
0
1
1
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200
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2.526618
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4
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0.6
0.993644
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112
50
0.015647
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3,220
3,326.655497
3,149.731827
4,336.539757
12
7
CB
81
0
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0
1
15
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200
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1
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0.9
0.994963
52
28
30
0.004708
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1,622
5,198.835208
6,115.883861
5,083.131413
18
19
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124
0
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1
1
11
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500
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linux
0
1
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4
0
0.8
0.483822
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71
30
0.008859
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512
3,425.729839
2,577.944137
5,105.709212
1
14
CB
212
1
BC
0
1
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1
1,500
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4
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0.3
0.525654
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47
40
0.022186
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917
6,798.16829
4,302.612149
4,988.908043
4
8
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201
1
BB
0
1
11
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200
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INTERNET
3.424696
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1
1
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4
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0.9
0.911731
-1
235
30
0.037331
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678
2,681.851829
6,589.607532
4,929.531389
19
5
CA
118
1
BA
0
1
1
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200
1
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1.9839
windows
1
1
0
4
0
0.6
0.151479
-1
83
40
0.011441
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AC
980
6,065.586625
2,973.344826
4,199.432276
1
6
CF
76
0
BB
1
1
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1
200
0
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1.679243
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1
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4
0
0.1
0.680099
-1
184
30
0.008367
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1,279
1,169.548332
5,341.534548
4,403.436957
13
4
CA
214
1
BB
0
1
21
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200
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1
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4
0
0.5
0.003052
333
11
50
0.010856
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1,775
7,317.92392
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4,860.794227
6
2
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181
1
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0
1
30
1
1,000
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7.901617
linux
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1
0
4
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0.4
0.586989
-1
132
40
0.007674
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AC
642
3,180.157241
4,585.702918
4,330.889273
1
6
CB
138
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BA
0
1
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200
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1.932585
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1
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4
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0.6
0.236914
24
5
30
0.009827
9.026656
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1,773
6,248.736627
5,513.653521
4,326.073375
1
9
CA
150
1
BC
0
1
25
1
500
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26.579429
linux
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1
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0.1
0.790651
37
1
20
0.009202
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1,176
1,368.959509
1,973.777316
3,215.795699
8
8
CA
13
1
BD
1
1
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0
200
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macintosh
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1
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4
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0.8
0.542425
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61
40
0.010421
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1,034
5,356.516458
4,595.673003
4,460.412071
711
10
CB
130
0
BA
1
1
31
0
500
0
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21.161707
linux
0
1
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4
0
0.1
0.839427
-1
110
50
0.010584
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1,433
4,943.344091
4,459.308973
5,086.55653
1,536
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CD
145
0
BB
1
1
15
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200
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4
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0.6
0.753829
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71
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0.02467
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1,722
8,850.445676
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4,801.843714
37
14
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76
1
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0
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200
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linux
0
1
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4
0
0.8
0.784004
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151
40
0.013501
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871
6,096.008498
4,610.016669
5,085.502662
14
4
CA
172
1
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0
1
26
0
500
1
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macintosh
1
1
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4
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0.7
0.285221
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68
40
0.00477
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978
5,724.598566
2,934.631209
4,314.136015
18
2
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118
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BB
0
1
31
1
500
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4
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0.5
0.992796
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259
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0.018627
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1,038
7,631.413423
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20
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500
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0.9
0.714712
174
5
30
0.000235
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2,718
1,249.04884
5,193.309262
4,925.176961
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6
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1
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1
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500
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0.9
0.916157
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50
20
8.629906
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4,055.741225
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13
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74
0
BC
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200
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0.8
0.314015
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382
30
0.023388
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934.980328
3,170.416826
4,325.37384
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11
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121
0
BE
0
1
30
1
200
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1
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0
0.8
0.994958
12
36
40
0.001782
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2,622.531437
5,640.851165
4,234.880706
9
7
CE
103
1
BC
0
1
1
1
200
0
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other
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1
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4
0
0.6
0.631107
-1
34
20
0.036975
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1,907
5,150.876999
5,888.72606
4,796.72681
8
11
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95
1
BC
1
1
31
0
200
0
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linux
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1
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0
0.3
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33
30
0.007774
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2,806
5,216.03589
4,031.501253
4,774.968153
13
9
CA
155
1
BC
0
1
31
0
200
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macintosh
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1
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0.1
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6
20
0.028968
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891
8,075.615759
6,845.014006
4,983.261025
7
11
CA
97
1
BE
1
1
20
0
200
0
INTERNET
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macintosh
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1
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4
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0.3
0.880398
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379
80
0.011523
16.535166
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865
7,436.475428
4,856.689415
4,358.617504
1
5
CD
146
0
BB
0
1
20
0
200
0
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linux
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1
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4
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0.8
0.405299
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59
30
0.012943
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3,148
5,492.552761
4,712.248477
4,441.770517
18
9
CA
133
1
BC
0
1
1
0
200
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linux
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1
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4
0
0.8
0.075705
13
17
50
32.535978
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1,430
2,481.926659
3,492.201809
4,812.403814
2
2
CA
256
0
BA
0
1
-1
0
200
0
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windows
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1
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4
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0.1
0.879289
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86
40
0.026916
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1,238
9,177.033355
4,605.93653
4,226.300909
1
10
CA
196
1
BD
0
1
25
0
500
0
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macintosh
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1
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4
0
0.1
0.184509
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57
30
0.022315
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AB
1,381
5,989.651399
3,396.11777
4,290.347865
205
13
CA
199
0
BC
1
1
1
1
500
0
INTERNET
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other
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1
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4
0
0.8
0.334933
-1
176
40
0.016305
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AC
422
5,167.91066
3,082.450304
4,976.017907
1
1
CC
152
1
BA
1
0
-1
0
200
0
INTERNET
1.473314
linux
0
1
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4
0
0.4
0.87084
-1
38
40
0.002683
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AB
1,092
5,182.19652
4,166.738422
4,856.414042
1
7
CA
162
1
BC
1
1
-1
1
500
0
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other
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1
0
4
0
0.7
0.997832
-1
52
40
0.011964
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AC
2,235
6,422.319018
5,165.597041
4,849.334489
0
11
CD
178
0
BB
0
1
-1
1
200
0
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other
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1
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4
0
0.5
0.365983
-1
29
50
0.005019
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AC
1,779
2,985.961019
4,164.33743
3,151.381463
1
8
CA
151
0
BA
0
1
-1
0
200
1
INTERNET
7.735883
windows
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1
0
4
0
0.9
0.647701
-1
65
30
22.514643
48.712141
AA
2,094
7,797.811524
4,739.18332
4,955.854546
8
10
CB
209
1
BA
1
1
1
0
1,500
0
INTERNET
56.432416
other
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1
0
4
0
0.9
0.995244
26
24
30
0.01024
39.460725
AA
950
6,324.334927
4,679.110414
5,105.178168
9
15
CA
183
0
BC
0
1
31
1
200
0
INTERNET
8.755756
linux
0
1
0
4
0
0.4
0.853694
-1
31
30
0.032957
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AB
568
6,615.558904
4,585.294876
4,218.522392
14
14
CA
75
0
BB
0
1
30
0
200
0
INTERNET
7.042752
other
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1
0
4
0
0.9
0.746953
-1
39
20
0.008959
52.05392
AA
893
1,254.432471
2,626.288364
4,267.771132
7
9
CA
176
0
BE
0
1
6
0
200
0
INTERNET
2.360589
other
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1
0
4
0
0.7
0.167994
-1
38
20
0.024408
16.315842
AA
815
4,997.741228
5,495.739321
4,375.517376
10
13
CA
214
0
BC
1
1
21
0
200
0
INTERNET
1.786106
other
0
1
0
4
0
0.9
0.44416
-1
63
50
0.015511
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AC
1,382
4,525.923743
4,593.785333
4,297.973673
0
4
CA
261
1
BB
1
1
-1
0
1,000
0
INTERNET
4.467153
other
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1
0
4
0
0.5
0.269717
-1
6
20
0.004701
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AC
1,850
5,660.074918
6,048.042575
4,967.91057
10
18
CB
55
0
BE
0
1
30
0
200
0
INTERNET
3.025017
other
1
1
0
4
0
0.2
0.185076
-1
99
40
0.028194
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AB
1,295
6,368.270787
5,075.374072
4,961.724539
9
6
CA
51
0
BB
0
1
31
0
200
0
INTERNET
2.814275
windows
0
1
0
4
0
0.6
0.885466
-1
36
50
0.0024
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AB
2,783
6,047.778298
4,023.922144
4,852.441966
26
5
CA
110
0
BC
1
1
26
1
200
0
INTERNET
0.427863
windows
1
1
0
4
0
0.6
0.510771
-1
156
40
0.007194
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AB
2,696
6,798.507349
5,024.18224
4,771.933844
13
3
CB
153
0
BC
1
0
15
0
200
0
INTERNET
6.737731
windows
1
1
0
4
0
0.9
0.139912
-1
178
40
0.016944
21.221235
AA
1,549
8,876.027828
4,621.514252
4,949.806129
2
5
CA
51
0
BA
1
1
31
1
200
0
INTERNET
4.892838
linux
0
1
0
4
0
0.9
0.463678
-1
124
60
0.015337
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AD
1,406
2,570.731089
2,596.550759
4,484.576084
899
6
CA
104
0
BB
1
0
10
0
200
0
INTERNET
4.820155
windows
1
1
0
4
0
0.2
0.360621
222
3
40
0.024953
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AB
4,115
2,416.114699
5,014.954527
4,733.067726
37
9
CA
183
0
BB
0
1
28
0
200
0
INTERNET
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other
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1
0
4
0
0.4
0.06164
28
8
20
25.265451
-0.929009
AC
2,048
7,848.060259
5,807.274828
4,928.790637
0
13
CA
64
0
BE
0
1
-1
0
200
0
INTERNET
3.265742
other
0
1
0
4
0
0.8
0.51306
-1
280
50
0.015822
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AC
1,397
5,883.047028
4,191.398698
3,993.789329
2
5
CF
-24
0
BD
1
1
-1
0
200
0
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20.851152
linux
0
1
0
4
0
0.6
0.997564
232
11
20
0.003933
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AB
888
5,139.75151
4,434.998583
4,840.582107
7
11
CA
41
1
BE
0
1
31
1
1,500
0
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20.684144
linux
0
1
0
4
0
0.2
0.416339
-1
41
20
0.023102
47.871874
AA
3,017
12,681.882585
5,380.112833
4,346.589657
1,469
19
CA
66
1
BE
0
1
28
0
200
0
INTERNET
3.59079
linux
0
1
0
4
0
0.9
0.939462
-1
156
50
0.001349
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AB
459
8,528.953843
5,319.39006
5,036.060171
2,089
8
CA
324
0
BC
0
1
2
0
1,500
0
INTERNET
6.747008
windows
1
1
0
4
0
0.2
0.747967
-1
142
20
1.11657
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AC
1,067
6,766.503785
5,656.85788
4,835.926683
0
11
CA
119
1
BE
0
1
-1
0
200
0
INTERNET
7.230813
macintosh
0
1
0
4
0
0.1
0.124814
-1
34
60
0.0162
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AB
1,545
5,659.000745
5,784.228607
4,409.947704
55
1
CC
87
1
BC
1
0
1
0
200
0
INTERNET
2.81189
linux
1
1
0
4
0
0.9
0.884826
11
4
30
0.027542
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AB
913
1,336.905818
3,840.22949
4,191.289649
5
15
CA
158
0
BA
0
1
1
0
1,500
0
INTERNET
4.469577
macintosh
0
1
0
4
0
0.9
0.769663
-1
122
60
0.002237
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AC
2,811
7,037.198067
5,629.707923
5,020.83624
0
4
CD
99
0
BB
1
0
-1
0
200
0
INTERNET
24.567868
x11
1
2
0
4
0
0.6
0.877424
-1
39
40
0.026187
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AB
2,655
4,701.710783
4,126.245343
4,943.218296
44
7
CA
96
0
BE
1
1
30
0
200
0
INTERNET
3.118594
linux
1
1
0
4
0
0.2
0.870274
-1
180
30
0.012159
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AB
1,302
1,251.572083
3,636.385661
5,027.92206
18
19
CA
179
1
BA
0
1
30
0
1,500
0
INTERNET
8.72416
windows
0
1
0
4
0
0.1
0.889194
-1
49
40
0.010162
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AC
3,248
5,272.253009
4,807.556557
4,325.061825
0
5
CA
103
1
BE
0
1
-1
0
200
0
INTERNET
3.544678
other
1
1
0
4
0
0.7
0.382142
29
18
30
0.004659
-1.549793
AC
877
6,157.458519
5,414.123413
3,734.971373
0
8
CA
197
1
BC
0
1
-1
0
200
0
INTERNET
11.833356
windows
0
1
0
4
0
0.9
0.44528
164
17
30
0.003093
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AC
2,741
5,489.333657
5,350.525848
4,644.104725
0
11
CA
223
0
BB
0
1
-1
0
2,000
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48.575488
other
1
1
0
4