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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
0
78.5
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float64
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int64
1
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float64
-170.6
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float64
1.3k
9.51k
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float64
2.83k
6.99k
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int64
0
2.39k
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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
1
bank_months_count
int64
-1
32
has_other_cards
int64
0
1
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float64
190
2.1k
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int64
0
1
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
int64
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2
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0
0
month
int64
0
7
0
0.8
0.707875
110
13
30
17.26783
-1.026917
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322
5,148.534623
4,124.495241
4,899.080755
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22
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59
0
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0
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0.7
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243
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0.030033
98.271711
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1,350
7,846.562244
5,241.055984
4,889.84767
3
10
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0
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0
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0.297768
32
13
40
0.0235
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3,792.370516
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94
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0.006751
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1,160
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14
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0.002033
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7,600.056094
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59
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0.36723
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29
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1,039
8,527.519098
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68
1
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0
0.8
0.514363
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170
30
0.01405
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962
7,439.309675
5,441.828398
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106
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0.923598
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10
0.033304
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1,064
7,161.644573
4,972.200705
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168
1
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500
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12
19
20
0.007542
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8,754.511235
5,520.380587
4,442.557889
6
5
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99
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28
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macintosh
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0.6
0.498973
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8,084.650193
5,058.470943
6,698.070421
112
16
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165
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0.6
0.942311
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0.01023
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358
12,737.862781
2,514.274328
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827
9
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253
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0.017151
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3,576.267152
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162
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1,990
6,679.164152
5,602.20416
4,307.602958
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19
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164
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510
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0.125391
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0.007456
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6,340.218097
4,588.717045
4,875.022866
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130
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0.9
0.92093
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70
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0.018497
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1,489
4,138.527828
4,347.59862
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13
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161
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6,215.068061
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195
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0.026133
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2,547
8,459.512105
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14
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164
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0.426277
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46
30
0.015006
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1,635
4,233.982135
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4,169.938886
16
17
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104
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30
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200
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0.8
0.393849
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35
40
0.005616
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2,989
3,437.46868
4,252.873514
4,247.762253
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8
CA
188
0
BB
0
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500
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8.17848
windows
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0.1
0.749629
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49
30
0.023541
50.982383
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2,752
5,638.886986
4,325.530443
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188
1
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31
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2.507991
linux
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0.9
0.108861
11
6
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1.141398
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705
8,654.807747
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2
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165
1
BC
0
1
-1
1
1,000
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windows
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0.1
0.524168
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249
20
0.032192
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1,159
6,618.468942
3,647.525136
5,002.993661
1
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-9
0
BE
1
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25
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200
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macintosh
0
1
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4
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0.9
0.754239
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158
40
0.016873
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1,384
5,331.408028
5,141.198819
5,083.796984
17
11
CA
243
0
BA
0
1
1
0
1,000
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windows
1
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0.9
0.996297
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39
20
0.01049
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1,485
1,709.824472
3,390.386797
4,260.591975
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10
CF
102
0
BE
1
1
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0
200
0
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4.365488
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1
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4
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0.1
0.313208
58
176
20
0.023585
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1,695
8,478.183793
5,245.155473
5,081.884241
11
10
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124
0
BB
0
1
16
0
1,000
0
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4.06948
x11
1
1
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4
0
0.7
0.744889
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58
20
0.028486
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1,327
3,633.142103
3,229.611651
4,304.32107
1
13
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217
0
BE
0
1
15
0
500
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7.704759
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1
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4
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0.9
0.353571
-1
102
40
0.002435
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1,104
4,078.92953
2,392.841668
4,292.599794
15
5
CA
233
1
BA
0
0
1
1
1,500
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1.528752
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1
1
0
4
0
0.9
0.990352
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31
20
0.002114
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915
4,243.013647
5,215.149605
4,173.616938
0
10
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178
0
BB
0
1
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0
1,000
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1.86126
macintosh
1
1
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4
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0.1
0.050297
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222
40
0.009063
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1,569
5,982.369327
5,291.221028
4,702.501886
0
9
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137
0
BB
0
1
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200
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4.370364
linux
0
1
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4
0
0.1
0.885714
-1
67
40
0.027088
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1,488
2,215.901676
4,341.467874
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1
10
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200
1
BD
0
1
26
0
1,000
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4.850383
linux
1
1
0
4
0
0.4
0.04363
-1
48
50
0.023507
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1,773
7,106.036488
5,709.928283
4,217.693601
15
15
CF
103
1
BA
1
0
20
1
200
0
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17.665297
linux
0
1
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4
0
0.6
0.45354
-1
81
50
0.01317
48.937703
AA
687
7,622.423192
5,319.163739
4,290.587538
673
3
CA
252
1
BC
1
1
25
0
500
0
INTERNET
10.630776
other
0
1
0
4
0
0.9
0.285544
-1
112
30
0.002243
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AD
2,895
2,196.249074
5,193.73653
4,440.751221
1
3
CB
77
0
BB
1
1
19
0
200
0
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1.641638
other
1
1
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4
0
0.2
0.446997
-1
29
30
1.035493
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1,241
5,539.570972
2,408.5064
4,246.676139
12
5
CA
93
0
BE
1
1
21
1
200
0
INTERNET
6.40632
other
1
1
0
4
0
0.8
0.088112
-1
297
20
0.000357
25.195225
AA
1,919
3,741.1355
4,671.479767
6,788.393138
9
18
CA
108
0
BE
0
1
21
0
200
1
INTERNET
5.046718
linux
0
1
0
4
0
0.6
0.273083
-1
57
30
0.002885
49.993168
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2,473
7,564.854828
3,238.105743
4,673.025952
31
15
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179
1
BB
0
1
28
0
1,500
0
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4.59718
windows
1
1
0
4
0
0.6
0.998023
-1
189
50
0.040756
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1,195
5,268.699272
4,424.328844
4,848.822485
19
4
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159
1
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0
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1,000
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1.335183
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0.9
0.378292
12
6
50
7.105675
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294
8,176.990235
4,901.135403
4,166.667325
1
3
CE
116
1
BC
1
1
-1
0
200
0
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18.241992
macintosh
1
1
0
4
0
0.8
0.064941
-1
41
20
0.013279
33.440005
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1,008
4,984.065579
2,969.416193
4,225.536308
38
22
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145
1
BA
0
1
28
1
200
0
INTERNET
4.208679
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1
0
4
0
0.4
0.289007
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36
20
1.122057
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AC
2,292
5,934.549548
3,589.852868
4,852.435719
0
3
CC
93
1
BC
0
1
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0
200
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8.504497
linux
0
1
0
4
0
0.8
0.171165
-1
245
50
0.027206
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AB
2,967
6,432.334295
4,497.527141
4,932.185495
8
6
CC
188
0
BA
1
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16
0
1,500
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4.445923
linux
0
1
0
4
0
0.8
0.27072
-1
58
30
0.028321
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2,562
5,921.05417
4,963.977829
4,929.232561
0
13
CB
-44
0
BC
0
1
31
0
200
0
INTERNET
1.908651
linux
0
1
0
4
0
0.1
0.270438
-1
172
40
0.009502
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1,909
7,552.629122
3,926.776488
4,793.972865
1,568
7
CA
177
1
BD
1
1
26
0
200
0
INTERNET
5.91524
windows
1
1
0
4
0
0.9
0.90234
-1
127
40
0.002521
-0.591919
AC
1,029
5,971.028326
4,426.833699
4,332.163043
0
8
CA
148
1
BC
1
1
-1
0
200
0
INTERNET
0.968867
linux
1
1
0
4
0
0.7
0.73209
-1
23
20
10.185209
-0.63804
AC
1,081
9,508.386668
4,881.124522
5,094.24399
0
9
CA
63
0
BE
0
1
-1
0
200
0
INTERNET
4.491517
other
1
1
0
4
0
0.4
0.999637
49
300
30
0.431761
-1.38944
AC
909
5,686.084385
4,008.707601
4,799.937812
1
9
CC
137
1
BB
1
1
-1
1
200
0
INTERNET
9.766465
other
0
1
0
4
0
0.4
0.57795
-1
236
20
0.021244
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AB
1,840
6,039.703882
4,764.6501
4,269.42101
10
9
CA
174
0
BE
0
1
11
0
500
0
INTERNET
4.254651
windows
0
1
0
4
0
0.2
0.519101
-1
245
40
0.000769
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AC
523
4,725.661435
4,147.195671
4,189.418923
0
3
CA
127
0
BA
1
0
-1
1
200
0
INTERNET
0.473805
linux
1
1
0
4
0
0.7
0.208365
207
3
40
14.941099
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AD
537
6,840.135954
3,794.979498
4,199.339619
2
19
CF
48
1
BC
0
1
11
0
200
0
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15.998416
linux
1
1
0
4
0
0.9
0.084853
40
20
40
0.020477
32.863083
AA
246
2,825.870785
2,818.161983
4,196.331279
3
7
CA
180
1
BC
0
1
1
1
500
0
INTERNET
11.810729
other
0
1
0
4
0
0.6
0.114701
-1
78
40
1.272189
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AB
990
10,027.963796
4,858.412028
4,376.270727
1,901
10
CA
58
1
BA
0
1
30
0
200
0
INTERNET
4.362902
windows
0
1
0
4
0
0.9
0.482009
-1
94
40
0.014414
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AB
1,611
3,990.657961
3,076.884201
4,431.951895
10
7
CA
144
0
BE
1
1
6
1
500
0
INTERNET
3.074876
macintosh
0
1
0
4
0
0.9
0.038931
-1
199
40
0.022304
29.782881
AA
858
3,612.471238
3,410.39017
4,952.365676
23
4
CC
142
1
BB
1
0
28
1
200
0
INTERNET
14.079051
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0
1
0
4
0
0.2
0.670723
-1
317
20
0.028274
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AD
664
8,579.112755
5,482.139837
4,389.725849
429
15
CA
54
0
BE
1
1
1
0
200
0
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3.972824
windows
0
1
0
4
0
0.6
0.551166
100
2
50
0.001004
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AC
2,709
5,427.740227
4,217.864219
4,972.844165
1
7
CA
111
1
BB
1
1
-1
0
200
0
INTERNET
8.589206
windows
0
1
0
4
0
0.8
0.171435
-1
155
30
0.012951
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1,455
743.32066
3,452.318664
4,681.696832
1,682
9
CA
71
0
BE
1
1
25
1
200
0
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5.184961
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1
1
0
4
0
0.9
0.41871
-1
41
50
0.007088
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AB
573
5,880.014305
3,832.836858
4,309.035415
18
6
CB
96
1
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1
1
30
0
200
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linux
0
1
0
4
0
0.2
0.050468
-1
390
50
0.001025
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AC
1,316
10,305.115064
5,805.589321
4,819.704727
0
2
CA
147
0
BB
1
1
-1
0
200
0
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linux
0
1
0
4
0
0.9
0.996565
-1
279
20
0.013042
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AB
1,454
7,525.475134
4,320.497096
4,195.064685
1,459
11
CB
94
1
BE
0
1
1
0
200
0
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macintosh
1
1
0
4
0
0.4
0.063554
27
3
20
0.010213
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AB
1,107
1,420.322884
2,802.205123
4,918.667681
10
13
CF
104
0
BC
0
1
-1
0
200
0
INTERNET
1.179754
linux
1
1
0
4
0
0.3
0.024198
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116
30
0.031097
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AB
796
2,726.536406
3,390.375848
4,736.112504
811
9
CA
111
1
BB
0
1
1
1
500
0
INTERNET
1.114843
linux
1
1
0
4
0
0.9
0.428798
-1
24
40
0.004508
24.122559
AA
1,864
5,949.251997
4,623.714914
4,985.611374
303
6
CB
113
1
BC
0
1
29
0
200
0
INTERNET
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other
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1
0
4
0
0.7
0.78242
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29
10
0.037196
-0.980249
AC
669
9,484.312738
6,872.765511
4,944.518993
1
13
CA
113
0
BE
0
1
-1
1
200
0
INTERNET
5.766151
other
0
1
0
4
0
0.1
0.472775
-1
118
30
0.013145
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AC
1,331
5,248.269068
4,309.575566
3,931.871926
0
11
CB
99
1
BB
1
0
-1
0
200
0
INTERNET
5.826688
other
1
1
0
4
0
0.8
0.496099
-1
92
30
0.034927
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AC
1,183
6,846.500815
4,174.529773
4,022.864721
1
11
CA
166
0
BE
0
1
-1
1
500
0
INTERNET
3.145319
linux
0
1
0
4
0
0.9
0.382629
-1
57
30
0.005414
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AB
3,109
3,788.180314
4,474.087653
5,097.43431
20
18
CA
102
1
BA
0
1
20
0
200
0
INTERNET
6.479202
windows
0
1
0
4
0
0.4
0.875957
103
188
40
0.006862
4.489883
AA
1,379
7,870.296781
6,228.651265
4,925.477801
26
10
CF
170
1
BB
1
1
21
0
500
0
INTERNET
8.476997
windows
0
1
0
4
0
0.9
0.992449
-1
147
60
0.004053
50.424192
AA
1,391
10,007.666542
5,880.333996
4,931.409885
15
4
CA
261
0
BA
1
1
11
1
1,500
0
INTERNET
1.710064
macintosh
0
1
0
4
0
0.4
0.89744
-1
208
30
0.022198
34.62671
AA
1,071
5,477.360926
3,465.034479
4,468.736335
2
6
CA
135
0
BE
1
1
26
0
200
0
INTERNET
0.832908
linux
1
1
0
4
0
0.7
0.301768
-1
307
50
0.022136
-1.652799
AD
1,252
7,880.322408
5,401.281943
4,130.592651
10
4
CA
173
0
BC
1
1
31
1
200
0
INTERNET
7.802961
linux
1
1
0
4
0
0.9
0.170646
-1
134
60
0.01048
-0.520796
AB
1,016
4,807.176851
3,866.492216
5,003.151644
1,909
5
CA
306
1
BA
0
1
31
1
2,000
0
INTERNET
4.110975
windows
1
1
0
4
0
0.6
0.598737
-1
33
30
0.013436
13.484031
AA
1,879
10,170.513981
6,096.38595
4,923.752334
15
14
CE
85
1
BC
1
0
1
0
200
0
INTERNET
1.946957
other
0
1
0
4
0
0.4
0.565257
-1
71
20
0.026836
-1.415369
AB
2,134
4,159.194364
4,457.493182
4,408.295341
1,979
17
CA
105
0
BE
0
1
1
0
200
0
INTERNET
4.515994
other
1
1
0
4
0
0.6
0.620348
29
14
20
0.008027
49.838105
AA
1,016
1,962.73144
4,623.573915
4,215.319359
532
11
CA
168
0
BC
0
1
21
0
200
0
INTERNET
6.171402
other
0
1
0
4
0
0.1
0.281618
-1
126
40
0.01961
-1.294352
AC
3,636
2,380.262828
8,837.982863
4,322.396577
0
4
CA
89
0
BA
1
1
-1
1
200
0
INTERNET
1.673782
windows
1
1
0
4
0
0.9
0.880418
-1
126
30
0.034504
-1.807341
AB
810
4,477.053836
3,550.262391
4,503.113154
2
11
CA
157
0
BB
0
1
1
0
200
0
INTERNET
2.954884
other
0
1
0
4
0
0.9
0.186393
-1
11
30
0.018526
-1.25831
AC
1,422
3,809.386167
4,912.131542
4,262.495026
0
7
CA
156
0
BA
1
1
-1
0
500
0
INTERNET
2.66839
linux
0
1
0
4
0
0.1
0.455423
-1
117
20
0.016762
-0.600997
AD
1,758
8,755.598618
5,576.829438
4,921.96888
43
10
CA
72
0
BE
0
1
1
0
200
0
INTERNET
1.298227
other
1
1
0
4
0
0.8
0.315205
-1
105
40
0.011802
-0.702313
AC
1,728
2,784.626794
3,853.118439
4,972.953259
0
15
CA
110
1
BA
1
0
-1
0
200
0
INTERNET
8.623119
other
1
1
0
4
0
0.1
0.723822
-1
26
40
0.026742
-1.416971
AB
1,267
13,752.942173
7,359.779886
4,320.500671
11
6
CF
83
0
BB
0
1
28
1
200
0
INTERNET
4.281069
other
1
1
0
4
0
0.7
0.324952
-1
81
50
0.006939
-1.447879
AB
1,125
7,108.015907
4,953.908227
4,202.786374
14
6
CB
40
0
BC
1
1
15
1
200
0
INTERNET
5.877793
windows
1
1
0
4
0
0.8
0.695181
-1
32
30
0.00691
-0.787729
AB
1,251
3,363.12714
3,588.954141
5,016.793324
9
10
CA
250
0
BA
0
1
3
0
500
0
INTERNET
4.101387
windows
0
1
0
4
0
0.8
0.409319
91
1
30
9.646987
-0.666762
AB
2,005
1,574.773066
4,006.917188
4,834.051772
33
11
CA
67
0
BC
0
1
28
0
200
0
INTERNET
15.905978
windows
1
1
0
4
0
0.5
0.230334
-1
33
30
0.000935
35.614266
AA
1,316
3,866.931991
2,659.322538
4,351.089188
4
8
CA
95
1
BE
1
1
1
0
500
0
INTERNET
3.14961
macintosh
1
1
0
4
0
0.8
0.268913
-1
375
30
0.008697
-1.221494
AB
719
2,253.855299
5,433.761194
4,334.939654
1,230
5
CA
306
0
BA
0
1
30
0
1,500
0
INTERNET
11.352715
other
1
1
0
4
0
0.1
0.264644
-1
140
50
0.011405
-1.137038
AC
3,256
4,768.431467
3,369.062981
4,846.130911
0
2
CF
65
0
BB
1
1
-1
0
200
0
INTERNET
4.000992
other
1
1
0
4
0
0.3
0.810563
-1
124
40
0.022166
-1.410606
AB
806
7,428.460791
4,584.244876
4,229.50875
8
8
CA
264
0
BB
1
1
31
1
1,500
0
INTERNET
2.944066
windows
0
1
0
4
0
0.7
0.236734
-1
90
40
0.01909
-1.198772
AC
1,626
1,157.183725
3,533.455107
4,332.879096
1
6
CA
127
0
BB
0
1
-1
0
200
0
INTERNET
4.072847
other
1
1
0
4
0
0.1
0.323184
-1
78
20
0.008097
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AC
1,123
5,323.507744
3,862.581671
4,218.20253
0
15
CA
56
0
BB
0
1
-1
0
200
0
INTERNET
12.66773
linux
1
2
0
4
0
0.7
0.572408
156
16
50
0.015256
-0.821882
AB
2,878
6,498.67955
2,936.832568
4,412.378488
198
5
CA
68
0
BC
1
1
21
0
200
0
INTERNET
7.977733
linux
0
1
0
4
0
0.4
0.204988
307
230
60
0.818441
-1.137395
AC
1,250
3,998.510645
4,439.982136
4,788.281344
1
2
CA
158
1
BB
0
1
-1
1
200
0
INTERNET
8.951557
linux
0
1
0
4
0
0.6
0.998116
-1
34
60
0.004996
48.510946
AA
1,068
3,272.022564
5,352.905396
4,958.758297
20
7
CA
7
0
BC
1
1
31
0
200
0
INTERNET
6.268761
linux
0
1
0
4
0
0.9
0.18511
-1
19
30
0.024938
-0.926071
AD
503
4,915.005126
3,515.867053
4,357.264762
6
20
CA
162
0
BC
1
1
11
0
500
0
INTERNET
5.427709
other
0
1
0
4
0
0.7
0.609922
-1
250
20
0.001036
-0.706485
AC
2,640
3,519.629565
3,710.470778
4,308.573848
0
10
CA
53
1
BE
0
1
-1
0
200
0
INTERNET
6.445995
other
1
1
0
4
0
0.7
0.042873
8
10
60
0.005971
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AB
1,361
8,193.797148
5,710.72232
4,901.537648
7
3
CD
104
0
BB
1
0
28
1
200
0
INTERNET
5.102414
windows
0
1
0
4
0
0.2
0.518035
-1
52
30
0.00666
5.618795
AB
1,159
5,324.929387
4,413.370543
4,365.973785
10
10
CD
113
0
BB
0
1
15
0
200
0
INTERNET
5.030154
linux
0
1
0
4
0
0.7
0.288867
-1
46
30
0.027104
28.876842
AA
956
2,029.881527
5,615.321133
4,393.759877
19
14
CA
212
0
BC
0
1
10
1
500
0
INTERNET
9.598002
other
0
1
0
4
0
0.7
0.558806
-1
95
40
0.002358
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AC
1,238
4,838.836049
3,225.602314
4,362.763129
0
9
CA
167
0
BB
1
1
-1
0
200
0
INTERNET
10.705223
other
1
1
0
4
0
0.7
0.114029
-1
193
50
0.001979
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AB
730
4,093.181628
2,199.208476
3,131.15834
11
4
CA
214
1
BA
0
1
30
1
990
0
INTERNET
5.229213
windows
0
1
0
4
0
0.1
0.891993
-1
335
20
0.008652
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AC
1,493
8,554.530015
4,519.534149
4,781.551865
1
7
CA
154
1
BE
0
1
-1
0
200
0
INTERNET
5.051157
other
0
1
0
4