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float64
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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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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
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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
-1
85.9
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stringclasses
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int64
0
1
device_distinct_emails_8w
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7
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5
20
0.03448
-1.146405
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909
9,952.26927
4,096.100543
4,238.871669
1
10
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143
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24
10
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21
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20
0.01248
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1,303
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6,211.58792
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140
0
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0.455935
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15
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3,042
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4,112.835787
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21
10
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145
1
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2.725296
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1,836
9,140.129067
6,362.846471
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510
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1,359
3,203.562761
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17
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122
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1.836832
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0.99304
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0.024837
33.914495
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2,890
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1,291
9,362.645451
5,843.947929
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9,615.322917
4,674.546126
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6
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83
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2,485
9,668.435686
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38
30
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2,060
5,240.713473
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189
0
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174
40
0.00562
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1,355
2,199.635496
5,295.034667
4,870.694586
1,871
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CA
116
1
BC
1
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200
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40
0.013769
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3,111
580.252171
5,518.505402
4,396.421258
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6
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112
0
BB
1
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200
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0.279177
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2
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3,353
4,074.80286
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163
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0.135164
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30
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4,169
3,885.818261
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116
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0.455281
136
8
30
0.022878
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1,948.138025
5,174.232642
4,875.988536
1
3
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175
1
BE
1
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21
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1,000
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0.313413
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77
20
0.003228
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1,485
4,640.099586
3,237.376302
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11
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211
1
BA
1
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1,500
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macintosh
0
1
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0.7
0.994118
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130
30
0.023368
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1,805
7,139.969702
3,898.120785
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52
12
CB
98
0
BB
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linux
1
1
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4
0
0.5
0.277091
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69
30
0.018464
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1,626
1,999.502756
7,417.034327
4,954.015012
0
11
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82
0
BB
0
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200
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0.102923
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160
40
0.012673
23.749275
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2,914
3,715.099577
3,629.13531
4,639.859813
13
5
CA
151
0
BC
0
1
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1
1,500
0
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11.173097
linux
0
2
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4
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0.1
0.528077
351
8
20
0.014566
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1,761
9,073.206966
6,459.572701
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1
12
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91
0
BE
0
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21
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200
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windows
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0.64464
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125
20
0.005475
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2,154
4,710.810771
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132
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4,528.783698
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4,293.13857
15
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129
0
BB
1
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0.901525
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42
20
0.020725
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1,204
7,774.687303
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52
0
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1
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20
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1,599
6,005.337261
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14
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74
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204
30
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0.017864
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90
3,506.410856
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131
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88
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0.6
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126
10
0.003203
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1,693
5,341.128195
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59
1
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200
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7.768037
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0.4
0.567336
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384
20
0.012916
51.975115
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586
3,584.294089
5,652.037254
5,113.847305
7
4
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224
0
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500
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linux
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1
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0.7
0.096299
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40
0.009918
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830
5,926.471432
3,993.150979
4,853.683044
239
6
CD
69
1
BA
0
1
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1
200
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linux
1
1
0
4
0
0.2
0.697888
-1
142
40
0.00752
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3,806
3,562.096743
5,013.838659
4,992.978265
13
7
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125
0
BB
0
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26
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200
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x11
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0.9
0.367081
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226
30
0.022687
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1,126
8,858.772635
4,880.663062
4,879.37534
11
6
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158
1
BA
0
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31
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200
0
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0.6
0.130354
26
5
30
0.006656
48.386444
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2,730
5,250.367674
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4,375.457683
17
12
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137
0
BC
0
1
26
1
1,000
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1
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0.8
0.217441
10
10
30
0.010067
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309
4,529.712119
4,909.257066
6,335.762859
0
7
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258
0
BA
1
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-1
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1,500
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0.886653
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2
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0.010699
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641
6,156.441928
4,001.530943
4,937.033738
2
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100
0
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21
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macintosh
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0.7
0.47256
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167
20
0.007571
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1,275
6,513.715617
8,950.475936
4,833.179486
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241
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0.113418
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22
30
0.02152
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893
1,600.808343
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4,828.949112
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11
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128
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200
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0.995283
33
6
40
0.017662
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1,110
6,227.196612
2,126.577031
4,185.417876
3
2
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213
0
BC
0
1
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1,500
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1
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0.8
0.375739
-1
36
30
0.00965
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2,134
2,881.724965
3,041.346104
4,447.041122
0
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80
1
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0
1
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200
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1
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4
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0.9
0.359386
-1
44
30
0.002439
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2,551
7,634.383684
5,214.843764
4,330.597988
9
16
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143
0
BC
1
1
26
1
1,500
0
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1.082178
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1
1
0
4
0
0.9
0.566751
-1
375
20
3.884785
0.149607
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1,534
7,468.21071
4,642.333027
4,442.821928
17
6
CA
77
0
BE
0
1
-1
0
200
0
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6.557774
macintosh
0
1
0
4
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0.6
0.059149
26
2
30
0.010152
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227
1,624.816639
7,140.744197
6,277.049635
20
8
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85
1
BC
0
1
1
0
500
1
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25.830917
linux
0
1
0
4
0
0.7
0.151214
-1
251
60
0.000986
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800
5,011.473852
4,156.75877
4,919.709739
0
5
CA
106
1
BA
1
0
-1
0
200
0
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3.345594
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1
0
4
0
0.1
0.868806
-1
369
50
0.003093
-0.876454
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1,835
925.567772
5,907.419486
4,234.720436
4
17
CB
188
1
BA
0
0
20
0
500
0
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3.093823
linux
1
1
0
4
0
0.7
0.45821
-1
180
20
0.014398
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AB
2,560
1,649.216671
2,432.405584
5,031.030423
8
18
CA
30
0
BC
0
1
30
0
200
0
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2.245742
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1
0
4
0
0.2
0.624358
-1
43
20
0.007704
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1,603
6,569.810768
5,571.484291
6,635.647779
1
14
CC
-42
1
BB
0
1
-1
0
200
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26.383874
x11
0
1
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4
0
0.9
0.039063
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107
40
0.012174
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2,764
5,758.644617
5,912.353645
4,355.301558
1
19
CB
86
0
BC
0
0
-1
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200
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7.49024
windows
1
1
0
4
0
0.2
0.997997
-1
77
30
0.004853
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2,933
8,962.429664
5,449.054597
6,688.942567
40
15
CB
145
0
BB
0
1
15
1
500
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4.784249
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1
1
0
4
0
0.6
0.221395
-1
69
50
0.035064
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2,140
5,491.925583
4,466.948492
4,356.580541
1
8
CA
181
0
BA
0
1
30
0
500
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5.694628
windows
1
1
0
4
0
0.9
0.164312
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75
30
0.016331
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1,229
4,217.619625
4,556.730165
5,156.475297
10
4
CA
158
1
BC
0
1
28
0
200
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1
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4
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0.8
0.088128
-1
145
30
0.012861
40.198352
AA
1,087
758.311853
3,485.699936
4,205.6341
256
18
CA
124
1
BA
1
1
31
0
200
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windows
1
1
0
4
0
0.6
0.300763
75
9
30
0.010284
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2,574
3,185.270682
5,446.627444
4,774.147512
26
18
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83
0
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0
1
31
1
200
1
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1
1
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4
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0.2
0.904375
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315
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0.012461
97.649661
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1,124
3,625.242987
4,813.053623
4,949.303193
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80
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200
0
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5.614383
windows
1
1
0
4
0
0.7
0.134647
-1
67
40
0.014624
22.985734
AA
1,241
4,919.40256
4,364.709385
4,213.967214
1,333
14
CA
148
0
BA
0
1
1
0
500
1
INTERNET
9.869847
linux
0
1
0
4
0
0.9
0.065734
-1
185
30
0.009901
-0.63552
AC
1,636
4,469.84306
5,143.794942
4,789.310193
1
12
CB
255
0
BA
0
1
-1
0
1,500
0
INTERNET
2.675688
other
1
1
0
4
0
0.2
0.203028
-1
70
40
0.006138
-0.826406
AC
2,811
5,532.967525
5,046.994821
4,204.471909
1
7
CA
133
1
BC
1
1
-1
1
200
0
INTERNET
1.769193
windows
1
1
0
4
0
0.5
0.298233
-1
39
20
0.018092
-1.203315
AB
3,134
6,258.178359
4,623.001225
4,268.119642
14
8
CA
137
0
BE
0
1
26
0
200
0
INTERNET
8.626148
other
0
1
0
4
0
0.9
0.379776
-1
29
10
0.047959
-1.432887
AC
1,166
3,695.495114
3,226.943412
3,742.682278
0
10
CA
123
0
BE
0
1
-1
0
200
0
INTERNET
8.054734
other
0
1
0
4
0
0.1
0.587522
-1
32
50
0.007853
-1.371226
AB
2,022
6,142.651797
4,446.134743
4,342.499427
12
8
CA
111
0
BB
1
1
25
0
200
0
INTERNET
8.65741
linux
1
1
0
4
0
0.8
0.152532
-1
18
20
0.042548
26.699979
AA
1,721
1,178.906629
4,124.864225
4,990.837291
415
15
CA
119
1
BC
0
1
11
1
200
0
INTERNET
4.805992
windows
1
1
0
4
0
0.8
0.06918
134
60
40
15.133332
35.815703
AC
1,298
4,736.672376
3,829.797331
4,770.751222
15
9
CA
73
0
BB
0
1
-1
0
200
0
INTERNET
3.02071
linux
0
1
0
4
0
0.9
0.008148
-1
228
40
0.004729
-1.274757
AA
680
4,617.808874
4,034.90526
4,196.376939
5
10
CA
247
0
BA
1
1
31
0
200
0
INTERNET
2.061038
other
0
1
0
4
0
0.2
0.650844
-1
191
40
0.023674
50.988611
AB
1,561
1,666.616953
5,124.630424
4,933.198047
3
5
CB
82
1
BB
1
1
28
0
200
0
INTERNET
12.406872
linux
0
1
0
4
0
0.9
0.00857
-1
39
20
0.010924
-0.82972
AB
617
4,239.888602
4,975.785277
4,918.811037
1
7
CF
122
0
BA
0
1
1
0
200
0
INTERNET
1.950047
windows
1
1
0
4
0
0.9
0.427518
-1
277
40
0.012325
-1.397337
AC
2,900
7,868.120455
4,858.325288
4,843.430434
2
3
CA
69
1
BB
0
1
-1
0
200
0
INTERNET
5.272092
linux
1
1
0
4
0
0.9
0.474586
-1
37
30
0.004028
-0.673511
AD
2,080
1,259.958701
2,992.464097
4,307.24522
11
8
CA
256
0
BB
0
1
1
0
1,500
0
INTERNET
8.603169
windows
0
1
0
4
0
0.1
0.169533
50
256
50
0.017571
-1.066491
AC
804
5,989.08861
4,008.678443
4,264.950767
1
7
CA
162
0
BE
1
0
-1
1
200
0
INTERNET
1.759888
windows
1
1
0
4
0
0.9
0.067636
-1
178
30
0.011981
-1.109997
AB
1,847
3,311.429152
4,424.218568
4,999.50014
14
13
CB
90
0
BB
0
1
31
0
200
0
INTERNET
2.125905
other
1
1
0
4
0
0.4
0.506174
-1
44
20
0.010334
-1.426087
AA
2,116
8,033.94842
6,018.127397
4,835.313024
26
15
CA
79
0
BE
0
1
21
0
200
0
INTERNET
5.708623
other
0
1
0
4
0
0.7
0.366919
-1
175
60
0.015719
40.687851
AA
808
5,979.153281
7,182.826201
5,114.557481
14
6
CB
263
1
BA
1
0
9
0
1,500
0
INTERNET
8.935731
other
1
1
0
4
0
0.9
0.878029
-1
44
10
0.025226
-1.063937
AA
1,914
8,534.14339
5,053.312147
5,183.729883
1,816
10
CE
153
0
BC
1
1
3
0
500
0
INTERNET
2.10723
linux
1
1
0
4
0
0.9
0.155357
-1
161
50
0.022503
-1.132017
AB
1,571
7,164.852749
4,755.835815
4,323.062848
12
1
CA
195
1
BA
1
1
26
0
500
0
INTERNET
0.843093
windows
1
1
0
4
0
0.3
0.68762
-1
38
30
0.0271
-1.551586
AC
1,341
12,737.044889
6,064.148503
4,305.399204
1
11
CF
72
1
BB
0
1
-1
0
200
0
INTERNET
4.225417
linux
0
1
0
4
0
0.5
0.609188
-1
197
20
0.013835
-0.77514
AC
988
4,666.313902
4,404.101142
4,455.424366
1
14
CD
56
0
BE
0
1
-1
0
200
0
INTERNET
2.511301
linux
0
1
0
4
0
0.2
0.839604
201
3
10
23.89405
-0.92639
AB
438
2,929.892618
5,899.758642
4,480.971109
2
17
CA
81
1
BE
0
1
-1
0
200
0
INTERNET
1.143521
linux
1
1
0
4
0
0.1
0.916556
-1
39
60
0.000771
-1.338003
AC
1,403
5,545.389588
3,124.771914
4,949.097576
1
1
CF
119
1
BB
1
1
-1
0
200
0
INTERNET
8.467123
windows
0
1
0
4
0
0.1
0.428386
-1
24
20
0.010575
-1.811581
AC
1,729
5,693.951538
4,666.012683
4,317.51067
10
6
CA
137
1
BE
1
1
19
0
200
0
INTERNET
12.098331
windows
1
1
0
4
0
0.5
0.618998
12
19
30
0.012025
-1.163822
AD
1,078
2,175.244388
1,817.705123
4,858.026558
1
12
CD
110
0
BC
1
0
28
0
200
0
INTERNET
5.914449
linux
1
1
0
4
0
0.6
0.908204
-1
187
20
0.011858
-0.752217
AB
2,449
4,329.24032
4,793.916605
4,839.604695
11
7
CA
106
0
BE
1
1
31
1
200
0
INTERNET
5.127735
linux
1
1
0
4
0
0.9
0.888785
-1
147
40
0.000892
-0.876391
AB
1,429
6,323.278179
5,358.279237
5,034.275064
2
9
CA
301
0
BA
1
1
1
1
1,500
0
INTERNET
2.213635
windows
1
1
0
4
0
0.8
0.398356
-1
56
30
0.02913
-1.215232
AD
2,651
5,285.884554
6,462.358116
4,969.198463
16
20
CA
124
1
BA
1
0
28
0
500
0
INTERNET
8.960426
windows
1
1
0
4
0
0.9
0.25183
-1
21
50
0.01568
-1.198136
AC
912
6,446.339523
3,032.029744
4,457.327723
0
1
CA
155
0
BC
1
1
-1
1
500
0
INTERNET
12.784021
windows
1
1
0
4
0
0.9
0.232309
99
0
40
0.016901
-0.66115
AC
1,627
3,004.341148
4,774.648958
4,835.604316
0
10
CA
86
1
BC
1
0
-1
0
200
0
INTERNET
3.8883
other
1
1
0
4
0
0.1
0.576659
-1
186
40
0.002948
-0.675481
AB
1,041
4,312.468585
4,874.042522
4,299.584651
2
8
CA
194
0
BA
1
0
28
1
500
0
INTERNET
5.980626
windows
1
1
0
4
0
0.9
0.064426
95
16
20
0.021466
-1.123275
AD
2,141
2,381.686202
5,019.9241
4,277.183768
7
17
CA
101
1
BC
0
1
28
0
200
1
INTERNET
1.295055
macintosh
1
1
0
4
0
0.9
0.754804
-1
46
20
0.011346
-0.57312
AB
2,920
3,662.492882
2,986.645422
4,377.019099
10
32
CA
185
1
BC
0
1
1
0
1,000
0
INTERNET
3.236711
linux
0
1
0
4
0
0.7
0.926835
-1
83
20
0.017777
-0.906335
AD
1,891
4,933.206898
3,684.050239
4,371.747116
1,438
11
CA
171
0
BC
1
1
1
1
200
0
INTERNET
5.564873
other
1
1
0
4
0
0.7
0.697917
-1
165
40
0.017937
-1.648905
AB
2,147
3,821.344314
5,217.165395
4,364.00037
2
10
CA
158
0
BF
1
0
1
1
200
0
INTERNET
3.657216
other
0
1
0
4
0
0.7
0.996411
45
8
30
0.004444
-0.662234
AD
4,108
7,384.053753
3,313.13974
4,211.370822
10
10
CA
52
0
BB
1
1
29
1
200
0
INTERNET
3.216766
other
0
1
0
4
0
0.9
0.407403
-1
37
30
0.023613
99.092761
AA
618
6,731.560428
4,633.612411
4,340.259901
2
7
CA
122
0
BC
0
1
2
0
500
0
INTERNET
5.774148
windows
0
1
0
4
0
0.9
0.890862
-1
147
50
0.009172
-1.431409
AB
1,771
-4.387507
6,071.76021
4,978.560513
46
8
CF
206
0
BB
1
1
10
0
1,500
0
INTERNET
6.802663
linux
1
1
0
4
0
0.1
0.188449
-1
59
30
0.00421
-1.10524
AB
854
8,134.991864
5,320.299082
4,175.676321
1
9
CA
245
1
BE
0
1
1
1
200
0
INTERNET
2.389357
other
1
1
0
4
0
0.9
0.630345
27
14
30
0.009924
-1.462741
AC
3,407
9,011.951898
3,180.551297
4,856.80978
0
11
CA
185
0
BB
1
1
-1
0
200
0
INTERNET
13.717023
other
1
2
0
4
0
0.6
0.381097
62
16
20
0.006086
48.701118
AD
1,715
7,523.577959
5,223.933459
4,919.09509
16
17
CA
78
0
BB
0
1
21
0
200
0
INTERNET
1.861513
other
1
1
0
4
0
0.3
0.501677
28
46
60
0.012799
-0.926071
AB
661
537.976685
4,273.484273
4,301.168001
12
5
CA
204
1
BC
1
1
29
0
1,500
0
INTERNET
4.783407
linux
1
1
0
4
0
0.2
0.093105
-1
214
40
0.001814
-0.502754
AB
4,057
9,830.369569
5,916.338892
4,792.84458
14
7
CA
134
1
BB
0
1
28
0
200
0
INTERNET
10.408087
other
1
1
0
4