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int64
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383
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int64
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428
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int64
10
90
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float64
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78.5
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float64
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int64
1
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float64
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float64
1.3k
9.51k
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float64
2.83k
6.99k
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int64
0
2.39k
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0
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
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
-1
85.9
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stringclasses
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int64
0
1
device_distinct_emails_8w
int64
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2
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0
month
int64
0
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0
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0.256665
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111
40
0.022232
-0.752765
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4,273
4,711.463222
3,128.88578
5,158.102782
6
12
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150
1
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0
1
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500
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1
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0.238384
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19
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0.022092
1.939259
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3,803.45235
3,932.11898
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50
14
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92
0
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200
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0.243225
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314
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0.038051
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553
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16
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13
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172
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8,296.512494
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71
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1,225
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0.006194
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1,400.177968
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16
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0.014871
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1,327
4,151.770712
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191
0
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28
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978
3,552.678223
3,040.687637
4,141.845175
19
5
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121
1
BB
1
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0.012273
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5,087.139607
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113
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0.9
0.085577
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5
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0.022654
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616
4,177.934415
3,135.40462
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109
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8,702.806321
5,340.650632
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7,038.666873
4,140.059094
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2,053
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1,166
8,390.071114
5,115.40075
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36
11
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-34
0
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28
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0.7
0.36438
31
42
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73.689452
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1,533
3,566.806524
4,320.256926
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59
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0.002599
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805
3,254.079761
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77
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44
30
0.005249
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1,128
4,721.243799
6,029.900645
4,897.820445
12
20
CA
102
1
BC
1
1
31
0
200
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0.9
0.438347
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31
40
0.010975
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679
1,067.40611
4,735.089205
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6
CA
190
1
BC
1
1
31
0
1,500
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0.9
0.155517
95
49
60
0.004655
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335
3,499.176358
5,349.23297
4,253.458513
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1
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83
0
BA
1
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25
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linux
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0.6
0.431754
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48
40
0.012155
9.868839
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1,491
1,744.429399
3,811.60428
4,938.964628
1
8
CB
82
0
BC
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1
10
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200
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1
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0.9
0.688151
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27
40
0.01728
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1,096
7,009.462204
5,258.908269
4,464.686421
8
4
CA
86
0
BE
0
1
6
0
200
0
INTERNET
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windows
0
1
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4
0
0.3
0.671619
-1
224
30
0.018478
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AB
1,658
1,802.764777
3,422.475453
5,027.438543
17
17
CA
147
1
BB
0
1
31
0
1,000
0
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macintosh
0
1
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4
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0.9
0.008875
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38
30
0.007142
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1,790
3,952.599116
6,713.242375
4,806.9183
13
19
CA
62
0
BC
0
1
15
0
200
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0.7
0.375977
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76
40
0.025437
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897
3,720.924754
4,610.94611
4,868.798864
1
15
CF
173
0
BC
1
1
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1
200
0
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0.3
0.906934
-1
168
20
0.001188
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3,341
3,700.215382
5,052.811034
5,085.819561
14
14
CA
213
1
BB
0
1
31
0
500
0
INTERNET
2.486797
windows
0
1
0
4
0
0.7
0.848899
316
3
30
0.007875
50.989127
AA
296
2,520.739734
3,528.519556
4,984.747888
1,438
8
CA
144
1
BB
1
1
20
0
200
0
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9.551184
windows
0
1
0
4
0
0.9
0.629047
-1
35
40
0.013872
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712
4,200.845234
4,788.797261
4,100.486075
13
6
CA
89
0
BC
0
1
31
0
200
0
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1.122684
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1
1
0
4
0
0.9
0.52899
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31
40
0.023684
24.812335
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1,297
1,711.376056
3,893.009488
4,998.810241
40
14
CB
183
1
BD
1
1
31
0
200
0
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27.842269
macintosh
0
1
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4
0
0.9
0.718925
27
14
10
0.021852
50.300273
AA
876
3,870.304949
5,064.467688
4,311.373058
1
11
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76
0
BC
1
1
1
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200
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2.511958
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1
1
0
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0
0.4
0.085876
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332
20
0.019195
35.071994
AA
2,667
4,046.744932
9,151.834056
4,355.944461
15
6
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194
1
BE
1
1
1
1
1,500
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4
0
0.7
0.010128
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193
30
0.008809
6.504097
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1,214
5,132.564304
3,537.45721
4,900.420008
8
8
CA
169
1
BA
0
1
30
0
500
0
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5.084617
windows
0
1
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0
0.5
0.069425
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365
60
0.019281
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3,478
4,664.291964
5,013.256247
5,331.858148
15
2
CC
112
1
BC
1
1
15
0
200
1
INTERNET
26.363062
linux
0
1
0
4
0
0.6
0.462765
-1
209
30
0.012733
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1,004
4,068.908558
6,128.258237
4,974.698104
2,027
11
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60
0
BB
1
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19
0
200
0
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3.871205
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1
1
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4
0
0.9
0.428779
-1
110
20
0.001525
32.622178
AA
1,292
7,627.244066
5,938.300481
4,400.030499
8
18
CA
29
0
BE
0
1
30
0
510
0
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19.042986
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1
1
0
4
0
0.4
0.268002
-1
81
30
0.017177
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AC
1,506
5,726.656762
3,947.593695
4,255.181729
7
21
CA
76
1
BB
0
1
-1
0
200
0
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5.664216
linux
0
1
0
4
0
0.7
0.734258
-1
54
50
0.01066
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1,888
2,872.267593
5,696.930269
5,030.980447
1,814
6
CA
157
1
BB
0
0
1
1
500
0
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8.668123
linux
0
1
0
4
0
0.9
0.408401
-1
41
40
0.004689
22.710761
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881
7,881.080548
5,477.79967
4,275.36494
2,138
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94
1
BC
1
1
22
0
200
0
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12.022387
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1
0
4
0
0.7
0.996989
99
4
30
0.018245
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AB
460
5,265.690134
7,876.237948
3,145.993612
1,479
5
CA
80
1
BC
1
0
25
0
200
0
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1.660551
linux
0
1
0
4
0
0.6
0.164141
-1
99
30
0.007027
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2,694
8,116.50152
2,809.614316
4,303.982039
15
15
CA
189
1
BE
0
1
1
0
200
0
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32.274657
windows
0
1
0
4
0
0.4
0.436509
-1
171
20
0.015712
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1,358
6,935.740162
4,909.023833
4,217.532405
15
11
CA
80
0
BE
0
1
26
0
200
0
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26.613159
other
0
1
0
4
0
0.8
0.635499
-1
49
40
0.003005
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1,734
2,446.334521
3,297.822184
4,920.045667
1
8
CB
141
0
BA
1
1
30
1
200
0
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1.439877
linux
0
1
0
4
0
0.1
0.791088
24
16
20
0.000449
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AC
946
802.623571
6,615.29414
5,146.843
1
15
CA
38
0
BE
0
1
25
0
200
0
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4.715067
macintosh
1
1
0
4
0
0.1
0.244825
-1
114
20
0.048085
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AC
1,026
6,830.112381
4,480.288233
4,873.5743
0
11
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107
1
BB
0
1
-1
0
200
0
INTERNET
7.337465
other
0
1
0
4
0
0.2
0.733539
-1
82
50
17.730087
8.649901
AA
694
7,443.853453
4,169.743402
4,386.208895
1
20
CB
36
0
BA
0
1
26
0
200
0
INTERNET
8.224708
other
1
1
0
4
0
0.1
0.467707
10
0
20
0.031753
-0.96407
AD
1,399
9,270.498947
5,937.422229
4,769.226994
13
25
CA
81
1
BC
0
1
1
0
200
0
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2.860354
windows
1
1
0
4
0
0.9
0.821905
45
7
40
0.008135
22.192959
AA
745
3,147.542076
3,766.400138
4,496.341502
2
10
CA
126
1
BC
0
1
11
0
200
0
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14.793422
other
1
1
0
4
0
0.7
0.513563
-1
252
50
0.046513
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1,087
12,851.677791
7,513.229697
5,353.087173
40
5
CB
83
0
BC
1
0
15
0
200
0
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5.305358
linux
0
1
0
4
0
0.6
0.289439
-1
139
50
0.010935
34.160932
AA
1,195
7,910.39929
5,968.015442
5,132.770072
17
2
CC
181
0
BF
1
1
20
0
1,500
0
INTERNET
14.42686
windows
0
1
0
4
0
0.3
0.097743
12
42
30
0.007582
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AC
3,253
4,957.500983
3,829.354672
4,155.415017
0
11
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55
1
BC
0
1
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200
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2.094519
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0
1
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4
0
0.1
0.65749
-1
129
40
0.011863
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2,454
4,086.517804
5,314.661923
4,301.419223
10
7
CA
223
0
BA
0
1
2
0
1,000
0
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5.014668
linux
1
1
0
4
0
0.9
0.712582
-1
185
20
0.012448
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AC
3,276
4,071.532909
3,790.987083
3,165.155874
1
14
CA
211
0
BE
1
1
-1
0
1,000
0
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3.641029
other
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1
0
4
0
0.7
0.134193
30
15
30
0.0189
21.167794
AC
1,146
8,625.387239
3,155.611891
4,359.846845
1
11
CF
123
0
BB
0
1
-1
1
500
0
INTERNET
3.870555
other
0
1
0
4
0
0.2
0.205325
31
12
50
0.005194
-0.51638
AB
2,420
4,471.0236
5,269.977192
4,382.962312
0
6
CA
81
0
BB
0
1
31
0
200
0
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9.867271
linux
0
1
0
4
0
0.1
0.876174
30
9
40
0.009987
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1,260
7,773.369511
5,416.080874
4,795.326169
15
6
CA
208
0
BB
1
1
1
0
200
0
INTERNET
6.812403
windows
0
1
0
4
0
0.1
0.830831
-1
64
60
0.000802
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AC
1,264
1,130.097554
3,857.809229
4,734.669839
1
3
CC
71
1
BD
1
0
-1
0
200
0
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linux
0
1
0
4
0
0.1
0.542694
-1
196
40
0.012471
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389
7,750.050856
3,878.202476
4,464.690995
882
6
CA
73
1
BB
1
0
28
0
200
0
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6.432854
windows
1
1
0
4
0
0.1
0.861725
22
1
30
0.011851
8.450057
AC
401
7,453.039967
4,285.274035
4,237.319768
1
11
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86
1
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0
1
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500
0
INTERNET
1.042333
windows
0
1
0
4
0
0.6
0.739302
77
1
50
0.003956
-1.241752
AB
1,107
2,065.145639
3,811.38548
4,899.606029
39
8
CA
277
0
BB
1
0
31
0
200
0
INTERNET
5.183011
windows
1
1
0
4
0
0.1
0.907255
-1
267
10
0.012829
-0.851668
AD
1,818
9,531.033067
5,975.667079
4,783.373445
2
13
CE
149
1
BE
0
1
-1
0
200
0
INTERNET
11.766365
macintosh
1
1
0
4
0
0.1
0.022998
-1
155
40
0.003705
-1.322011
AB
1,098
6,086.238381
2,274.348764
4,348.011166
9
10
CF
116
1
BB
1
1
5
0
200
0
INTERNET
7.94808
linux
0
1
0
4
0
0.1
0.393224
-1
364
20
0.008903
-1.137588
AD
4,211
6,167.283143
5,258.517704
4,245.409011
16
13
CB
88
1
BE
1
1
15
0
200
0
INTERNET
3.751214
macintosh
1
1
0
4
0
0.8
0.429296
-1
38
30
0.009813
-0.809244
AB
1,211
9,031.610883
2,982.195654
4,827.37379
16
19
CA
165
1
BC
1
1
25
0
200
0
INTERNET
3.699223
linux
1
1
0
4
0
0.2
0.738981
54
10
20
0.009732
-0.926953
AC
3,045
1,728.406459
5,286.062425
4,285.470393
1
13
CA
139
1
BC
1
1
-1
0
500
1
INTERNET
1.898801
linux
1
1
0
4
0
0.7
0.704798
97
5
40
0.036505
-1.516538
AB
1,049
5,534.71902
3,894.305323
5,076.358227
13
12
CA
129
1
BB
0
1
11
0
200
0
INTERNET
11.825451
windows
0
1
0
4
0
0.1
0.404393
130
11
30
0.003437
-1.218291
AB
2,836
3,533.502898
5,231.300138
5,018.589779
33
9
CA
113
0
BC
0
1
29
0
200
0
INTERNET
5.973286
linux
1
1
0
4
0
0.4
0.191836
-1
16
50
1.211468
9.357937
AA
1,535
6,791.272282
6,649.170522
4,273.168479
14
3
CB
127
1
BD
1
1
10
1
500
0
INTERNET
1.842041
macintosh
0
1
0
4
0
0.9
0.090396
-1
70
30
0.011436
52.227665
AA
1,731
2,724.64949
5,023.935153
4,188.518324
1,737
13
CA
190
0
BC
0
1
28
0
200
0
INTERNET
24.50257
other
0
1
0
4
0
0.8
0.335654
-1
177
30
0.050334
15.647651
AA
2,015
5,116.491455
3,764.860672
5,091.353954
7
14
CA
172
0
BA
0
1
10
0
1,500
0
INTERNET
2.122213
other
1
1
0
4
0
0.9
0.908824
-1
53
50
0.003923
-0.7786
AB
1,879
6,556.427046
3,154.10487
5,406.584436
13
2
CA
141
0
BC
0
1
25
1
200
0
INTERNET
30.828831
other
1
1
0
4
0
0.9
0.370032
30
9
20
0.001627
-1.106906
AD
3,698
962.088345
7,441.812142
4,439.258965
40
16
CD
225
1
BD
0
1
5
1
1,000
0
INTERNET
2.16959
linux
0
0
0
4
0
0.6
0.783992
31
91
40
0.012715
-0.705828
AB
2,628
9,862.363856
6,230.541926
4,955.134565
49
7
CB
203
1
BC
1
1
1
0
1,000
0
INTERNET
5.556014
linux
1
1
0
4
0
0.8
0.809498
-1
143
20
0.010308
-0.563633
AB
1,491
5,441.542139
4,956.403703
4,916.977829
816
8
CA
146
0
BE
0
1
19
0
1,500
0
INTERNET
54.897154
windows
1
1
0
4
0
0.7
0.666444
-1
91
30
0.014058
-1.038142
AC
1,304
8,863.522942
5,001.486321
5,326.059492
0
8
CB
172
1
BA
0
1
-1
1
1,500
0
INTERNET
1.391333
other
0
1
0
4
0
0.7
0.107873
-1
31
30
0.014933
-1.430527
AB
1,417
684.183418
5,546.583033
4,472.091668
38
8
CF
117
1
BB
1
1
1
1
200
0
INTERNET
2.439604
linux
1
1
0
4
0
0.8
0.907072
-1
194
20
0.027964
-0.670751
AA
822
3,251.343403
3,848.359708
5,026.627294
14
19
CE
56
0
BE
1
0
1
1
200
0
INTERNET
3.399369
linux
1
1
0
4
0
0.9
0.18482
-1
153
40
0.007594
4.980088
AA
1,880
6,733.975848
5,396.579273
4,754.791127
26
8
CB
171
1
BC
1
0
1
1
500
0
INTERNET
2.47701
other
0
1
0
4
0
0.4
0.115565
-1
74
30
0.020935
-0.805005
AB
1,685
7,131.77978
5,248.921098
4,727.963875
0
17
CA
237
0
BC
0
1
-1
1
1,500
0
INTERNET
3.875797
windows
1
1
0
4
0
0.1
0.482881
-1
47
20
0.024494
-1.753985
AC
3,584
5,330.343285
5,537.262024
4,651.336529
0
14
CA
94
1
BB
0
1
-1
1
200
0
INTERNET
7.496689
x11
0
1
0
4
0
0.3
0.508595
-1
198
30
0.007365
33.746601
AA
1,933
5,095.980143
4,094.52712
5,016.944812
10
14
CA
153
0
BE
1
1
21
1
1,500
0
INTERNET
3.40078
linux
0
1
0
4
0
0.1
0.524504
-1
46
30
0.000532
-1.065228
AD
3,218
4,723.808983
4,126.871089
4,774.63082
4
26
CA
142
1
BD
0
1
1
0
500
0
INTERNET
5.467975
other
1
1
0
4
0
0.9
0.007952
-1
18
50
0.003045
-0.514291
AB
1,092
5,319.454822
4,591.729936
4,412.265938
54
9
CA
77
1
BA
0
1
31
0
200
0
INTERNET
7.300481
linux
1
1
0
4
0
0.9
0.769267
-1
163
40
0.042397
-1.377416
AB
1,247
3,673.072528
5,506.196824
4,389.375743
2
2
CF
116
1
BB
1
0
15
0
200
0
INTERNET
2.983091
windows
1
1
0
4
0
0.6
0.282373
43
8
50
0.004417
-0.777675
AC
764
5,658.571747
4,091.091589
5,095.927344
1
6
CA
202
0
BB
0
1
-1
1
1,000
0
INTERNET
3.473649
linux
0
1
0
4
0
0.5
0.995327
10
1
20
0.020413
-0.393612
AB
1,195
1,744.998017
7,842.928741
4,403.381579
12
18
CA
129
0
BC
0
1
1
0
2,000
0
INTERNET
3.11943
windows
1
1
0
4
0
0.8
0.108757
-1
112
30
0.003701
-1.513511
AC
3,381
5,087.579836
5,013.91172
4,290.077039
1
12
CB
74
0
BC
0
1
-1
0
200
0
INTERNET
3.026455
windows
0
1
0
4
0
0.6
0.648422
-1
15
30
0.017006
-0.810332
AB
3,027
2,779.386195
4,205.512219
5,071.124214
19
19
CA
125
1
BE
1
1
15
0
200
0
INTERNET
2.470311
windows
1
1
0
4
0
0.8
0.27912
-1
54
40
0.006353
-1.098909
AB
1,223
4,898.808079
3,206.344021
4,273.604804
10
10
CF
192
1
BC
1
1
1
1
500
0
INTERNET
13.802438
windows
0
1
0
4
0
0.2
0.468055
-1
69
30
0.02414
-1.370701
AC
3,385
4,663.086212
2,830.619696
4,726.469431
11
9
CA
123
1
BB
0
1
15
1
200
0
INTERNET
6.817707
linux
0
1
0
4
0
0.5
0.753229
35
10
40
0.016363
50.789207
AA
892
3,192.66276
6,616.620692
4,337.155316
16
4
CA
240
1
BC
1
1
21
0
200
0
INTERNET
2.971347
windows
0
1
0
4
0
0.2
0.648633
-1
195
10
0.005525
-0.86649
AB
1,162
7,660.397995
4,683.366987
4,934.551895
13
10
CA
144
0
BE
0
1
1
0
200
0
INTERNET
3.62433
windows
0
1
0
4
0
0.6
0.638009
29
7
40
0.003839
30.836546
AA
2,271
1,146.657633
3,307.969942
4,927.216486
13
7
CF
137
1
BC
0
1
28
1
500
0
INTERNET
1.512918
linux
0
1
0
4
0
0.4
0.224814
57
3
20
0.014842
-1.421962
AC
1,883
1,243.444329
3,182.328277
4,316.568963
0
7
CB
98
0
BB
1
1
-1
0
500
0
INTERNET
6.296986
other
0
1
0
4
0
0.1
0.421012
37
11
50
0.001458
-0.92186
AD
484
2,877.929499
2,999.327056
5,118.8874
7
3
CA
113
1
BC
0
1
1
0
200
0
INTERNET
12.245519
linux
1
1
0
4
0
0.7
0.111241
34
13
20
0.030967
-0.956014
AB
1,360
6,071.54936
4,325.313404
4,691.623334
1
9
CF
135
1
BC
0
1
20
0
200
0
INTERNET
1.661573
other
0
1
0
4
0
0.8
0.049845
-1
37
40
0.011395
-0.97646
AB
1,323
2,330.782363
3,659.343758
3,573.467195
20
7
CB
79
0
BC
1
1
1
1
200
0
INTERNET
4.573887
linux
1
1
0
4
0
0.4
0.42478
-1
38
20
0.007875
29.104552
AA
1,386
6,264.729323
4,396.934779
4,331.854809
41
11
CD
88
1
BB
1
1
25
1
200
0
INTERNET
4.883116
windows
1
1
0
4
0
0.9
0.244374
-1
112
40
0.01517
43.276047
AA
965
10,606.449431
4,400.011305
4,880.199789
2
8
CB
82
1
BA
0
1
1
1
1,000
0
INTERNET
6.93025
windows
1
1
0
4
0
0.8
0.994374
-1
34
20
0.004465
-0.851405
AC
1,898
1,127.76935
4,231.821045
5,069.05847
1
19
CA
141
0
BC
0
1
-1
0
500
0
INTERNET
5.869512
other
0
1
0
4
0
0.4
0.112188
-1
62
40
0.00073
-1.088953
AB
1,033
1,962.734529
3,278.657004
4,350.458094
563
16
CA
108
0
BE
1
1
2
1
200
0
INTERNET
0.905296
other
1
1
0
4
0
0.8
0.512769
32
13
30
0.015935
-1.146552
AC
890
3,437.680388
4,761.131528
4,953.807826
0
10
CA
118
1
BC
0
1
-1
0
500
0
INTERNET
5.458151
other
1
1
0
4