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383
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int64
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428
customer_age
int64
10
90
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float64
0
78.5
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float64
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payment_type
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int64
1
6.7k
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float64
-170.6
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float64
1.3k
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float64
2.83k
6.99k
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int64
0
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int64
0
39
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stringclasses
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int64
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389
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int64
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1
housing_status
stringclasses
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int64
0
1
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int64
0
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int64
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32
has_other_cards
int64
0
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float64
190
2.1k
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int64
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
int64
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0
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0.097817
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151
70
0.031072
-0.78949
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1,020
4,931.311048
3,737.260853
4,790.862064
8
5
CA
56
1
BB
1
0
9
1
200
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0.1
0.637506
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3
20
26.304866
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529
9,189.239689
5,360.391761
4,474.517018
1
11
CA
94
0
BC
1
1
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0
200
0
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2.435913
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1
0
4
0
0.7
0.226165
-1
48
20
0.008266
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904
5,884.837118
3,224.279588
4,217.834547
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20
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0.905913
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30
0.028499
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1,443
9,463.125124
6,268.503713
4,992.369865
10
11
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57
1
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0
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26
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200
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0.8
0.245269
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54
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0.002844
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1,191
3,479.342797
4,966.540579
4,319.158189
1
0
CA
106
0
BC
1
1
1
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200
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0.1
0.692404
13
5
30
0.012385
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1,588
1,970.49121
5,214.403706
4,438.564668
2
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89
1
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28
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linux
1
1
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0
0.5
0.677403
31
1
40
0.030034
49.120624
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1,362
6,219.311236
3,558.237645
4,241.236462
392
8
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110
1
BC
1
1
1
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1,000
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0.2
0.234047
19
21
30
0.004511
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313
1,407.64553
3,922.489783
4,303.417274
860
8
CA
64
0
BB
0
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200
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0.5
0.556652
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128
40
0.026114
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3,703
6,423.423281
3,861.4239
4,796.065102
41
7
CA
264
1
BA
0
1
31
0
1,500
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0.9
0.005521
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54
40
0.021014
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1,432
2,767.467847
2,984.319057
4,402.339315
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5
CA
195
1
BC
1
1
30
0
500
0
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20.654164
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1
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0
0.9
0.743334
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144
50
0.010165
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719
1,288.738652
2,556.160697
4,891.073488
7
6
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262
1
BA
1
1
1
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1,500
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0.133508
32
5
30
0.010475
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3,140
4,035.046266
3,438.184448
4,295.658921
1,815
10
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123
1
BC
1
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200
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0.7
0.721534
53
19
30
0.020556
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1,634
5,392.691123
4,769.403285
5,064.366121
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13
CA
313
1
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0
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1,500
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1
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0.7
0.367843
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115
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0.008387
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470
10,598.870121
4,763.603098
4,310.672533
18
18
CB
156
1
BC
0
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1
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200
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macintosh
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1
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4
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0.4
0.187244
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99
30
0.000871
51.614515
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2,603
10,320.853869
4,319.57905
5,166.935952
10
7
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133
1
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0
1
22
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1,000
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0.002357
26
11
40
0.008648
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2,490
4,521.311858
4,529.646523
5,083.001138
1
9
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173
1
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0
1
16
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200
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macintosh
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0.8
0.876318
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178
20
8.065195
34.742981
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700
10,010.122269
7,652.428116
4,862.929339
12
10
CB
103
0
BA
0
1
28
1
200
0
TELEAPP
5.835772
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1
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4
0
0.9
0.136107
31
4
20
0.023235
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AB
242
5,972.722662
5,747.501581
4,291.405024
45
13
CB
88
1
BB
0
1
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0
200
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linux
0
1
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4
0
0.7
0.898877
-1
44
20
0.014744
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984
7,391.371482
4,010.150645
4,388.554228
8
13
CA
76
1
BE
1
1
31
0
200
0
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windows
1
1
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4
0
0.2
0.490687
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96
30
0.028644
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4,169
5,228.316187
4,415.707733
4,262.49523
48
16
CA
85
0
BB
1
1
5
1
200
0
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linux
0
1
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4
0
0.8
0.423352
-1
74
20
0.017298
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649
2,658.532184
2,895.724822
4,203.06593
34
20
CF
57
1
BB
1
1
19
0
200
0
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3.975639
linux
1
1
0
4
0
0.9
0.071482
33
1
50
0.019643
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AC
1,413
7,202.228449
5,861.168848
4,957.7503
0
8
CA
65
0
BC
0
1
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200
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5.054716
other
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1
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4
0
0.4
0.23466
-1
36
50
0.007691
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AB
5,097
12,258.443951
5,178.766616
4,928.140164
16
20
CF
110
1
BB
1
1
1
0
200
0
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15.432642
linux
1
1
0
4
0
0.9
0.09853
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45
30
0.016076
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1,088
10,245.867737
4,881.50608
4,914.708507
610
9
CA
115
1
BC
0
1
21
0
200
0
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3.139578
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4
0
0.7
0.267643
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103
50
0.040213
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2,463
7,566.128407
4,141.291746
4,348.27614
15
6
CA
118
0
BB
1
1
1
1
200
0
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1.798496
windows
1
1
0
4
0
0.9
0.158408
-1
98
50
0.005724
-1.008125
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2,591
2,042.110046
5,988.384846
4,872.82181
0
7
CA
166
0
BA
1
0
28
0
500
0
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2.381652
other
0
1
0
4
0
0.9
0.598128
-1
221
30
0.013333
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2,444
5,495.726224
5,411.787211
4,413.614868
17
9
CA
9
0
BC
0
1
1
0
200
0
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3.573832
macintosh
0
1
0
4
0
0.9
0.195776
-1
27
30
0.023388
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922
6,206.16083
4,911.812425
4,263.503173
10
7
CA
257
1
BC
1
1
6
1
1,500
0
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4.151136
other
0
1
0
4
0
0.6
0.991933
28
14
30
21.616811
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AC
1,053
4,503.766856
3,218.23447
4,880.391146
1
11
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202
0
BB
0
1
-1
0
500
0
INTERNET
31.477317
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1
1
0
4
0
0.6
0.09034
-1
344
20
0.034109
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1,123
3,916.978733
4,822.687362
4,419.806777
17
5
CA
110
1
BE
1
1
28
0
200
0
INTERNET
9.569377
windows
1
1
0
4
0
0.3
0.537029
10
7
20
16.831634
-1.201423
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2,370
8,180.720852
5,532.070674
4,978.971899
15
8
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104
0
BC
0
1
11
0
200
0
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4.571895
x11
0
1
0
4
0
0.7
0.033298
50
2
20
72.175246
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AC
611
7,465.461566
4,534.617425
4,892.944746
1
11
CA
85
1
BC
0
1
-1
0
200
0
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7.173678
linux
1
1
0
4
0
0.2
0.054003
-1
61
30
0.011283
-1.087624
AD
2,773
1,259.786187
4,082.648084
4,867.566155
18
17
CB
122
0
BC
0
1
15
0
200
0
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2.681528
other
0
1
0
4
0
0.1
0.042757
-1
31
20
0.026255
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1,424
9,385.7905
5,248.797537
4,933.310637
3
15
CA
165
1
BB
1
0
28
1
500
0
INTERNET
1.34154
other
0
1
0
4
0
0.1
0.426331
22
1
20
0.028714
-1.943096
AD
127
2,452.82384
6,025.486632
4,905.741061
25
18
CA
95
0
BC
0
1
10
0
200
0
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2.319935
other
1
1
0
4
0
0.4
0.785732
12
3
20
0.044918
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383
8,670.739138
5,542.906507
4,890.440197
3
10
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121
1
BE
0
1
1
0
200
0
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18.763521
linux
1
1
0
4
0
0.9
0.079599
-1
114
30
0.009416
50.723436
AA
1,316
4,382.211457
4,588.539278
5,026.217767
2
7
CA
249
1
BA
0
1
1
0
1,500
0
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13.74379
macintosh
0
1
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4
0
0.4
0.336388
-1
88
20
0.020993
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1,101
6,571.038221
5,516.31866
4,953.147671
1,944
15
CA
95
1
BE
0
1
30
0
200
0
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6.18002
other
1
1
0
4
0
0.3
0.252049
-1
192
70
0.020759
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937
4,866.345058
5,714.924221
4,355.769912
34
1
CC
248
1
BA
1
1
28
0
1,500
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12.867438
linux
0
1
0
4
0
0.3
0.323349
-1
75
30
0.004638
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AC
2,341
2,880.761509
4,346.212295
4,331.209594
1
11
CF
40
0
BB
1
0
31
0
200
0
INTERNET
12.10196
other
1
1
0
4
0
0.4
0.499004
23
12
20
0.010582
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425
6,628.204658
3,486.241031
4,285.061132
14
18
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151
0
BC
0
1
1
1
200
0
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3.992052
other
1
1
0
4
0
0.7
0.608602
-1
71
50
0.015932
-1.45446
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1,349
11,356.135089
7,147.449191
4,989.284961
51
15
CA
115
1
BB
0
1
1
0
1,500
0
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12.584376
windows
0
1
0
4
0
0.9
0.700971
36
7
30
0.01832
35.300817
AA
1,613
744.118407
3,746.844932
4,821.791685
13
8
CA
216
0
BC
0
1
20
0
200
0
INTERNET
9.847271
macintosh
0
1
0
4
0
0.7
0.513193
-1
28
20
0.018514
-0.681761
AB
2,911
8,650.696178
5,369.291109
4,360.211754
10
9
CA
54
1
BE
0
1
1
0
200
0
INTERNET
3.932294
other
0
1
0
4
0
0.1
0.12987
-1
40
20
0.024013
-1.606582
AB
1,760
7,949.431691
3,952.22826
4,835.257801
12
7
CA
26
1
BC
1
1
1
0
200
0
INTERNET
4.094729
windows
1
1
0
4
0
0.7
0.493087
-1
75
30
0.020307
-0.782748
AC
475
7,502.138427
4,963.508776
4,207.580048
1
10
CA
74
1
BC
1
1
-1
0
200
0
INTERNET
5.110428
other
1
1
0
4
0
0.1
0.52659
-1
132
50
0.005598
-1.063329
AC
1,589
8,300.691692
5,976.708963
5,000.713126
0
2
CA
145
0
BB
1
0
-1
0
500
0
INTERNET
1.778947
windows
1
1
0
4
0
0.9
0.305828
-1
150
30
0.011517
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AC
1,861
10,191.63849
6,720.607547
5,137.671365
0
9
CA
153
0
BB
0
1
-1
0
200
0
INTERNET
3.596753
linux
1
1
0
4
0
0.9
0.361934
-1
156
40
0.029846
18.18385
AD
1,270
1,615.715262
3,018.159846
4,436.999797
8
4
CA
108
0
BC
1
0
2
0
500
0
INTERNET
7.986074
macintosh
1
1
0
4
0
0.9
0.994687
-1
44
50
0.013521
51.467152
AA
2,736
5,423.4793
3,801.690266
4,310.933996
1
9
CA
97
1
BC
0
1
28
0
500
0
INTERNET
7.918782
windows
1
1
0
4
0
0.8
0.248361
92
8
20
0.006523
-0.593558
AD
1,453
2,631.075187
8,837.005725
4,579.929547
490
16
CA
115
0
BE
0
1
22
0
200
0
INTERNET
12.74842
other
0
1
0
4
0
0.1
0.350039
-1
25
20
0.018068
-1.121772
AD
1,815
13,406.295164
5,522.207857
4,831.833477
1,613
11
CA
133
0
BC
0
1
20
0
200
0
INTERNET
4.264573
linux
1
1
0
4
0
0.9
0.914978
-1
368
10
0.018308
-1.043362
AB
676
1,279.190986
3,690.338454
4,958.750419
5
6
CA
100
0
BE
0
1
31
0
200
0
INTERNET
19.448756
other
1
1
0
4
0
0.2
0.156792
-1
134
50
0.005692
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AD
1,297
1,203.318835
3,286.523333
5,706.766001
29
8
CA
145
1
BA
0
1
20
0
500
0
INTERNET
14.89331
macintosh
0
2
0
4
0
0.9
0.425655
-1
46
40
0.001179
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AD
1,339
6,333.549854
4,660.105426
4,788.453974
19
9
CA
240
0
BA
1
0
30
1
1,500
0
INTERNET
6.692957
linux
0
1
0
4
0
0.9
0.460107
-1
40
20
0.028934
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AB
970
6,490.172706
4,946.894104
4,777.488499
10
18
CA
213
0
BC
0
1
1
0
1,500
0
INTERNET
5.856306
windows
1
1
0
4
0
0.4
0.565062
-1
146
50
0.016112
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AD
893
5,034.250355
5,005.473889
4,982.933712
15
8
CA
223
0
BB
1
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2
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1,500
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1
0
4
0
0.4
0.650382
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29
20
0.005303
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9,574.700021
5,212.441951
4,293.366415
13
10
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136
1
BC
0
1
1
1
200
0
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x11
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1
0
4
0
0.1
0.999015
-1
192
40
0.000235
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AC
2,505
7,290.496246
4,337.821073
4,335.11001
0
11
CA
77
1
BB
1
1
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0
200
0
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linux
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2
0
4
0
0.9
0.833112
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126
20
0.010665
23.462654
AA
2,315
7,299.623597
5,487.775036
4,279.977182
2
12
CA
124
1
BC
1
1
15
0
200
0
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1
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4
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0.8
0.16843
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66
30
0.014745
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1,722
4,315.26657
3,136.233914
4,075.625329
9
15
CA
227
1
BC
0
1
28
1
1,000
0
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3.945681
linux
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1
0
4
0
0.4
0.569199
-1
53
30
0.002852
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770
2,526.772078
3,184.710034
4,367.967648
1
9
CA
97
1
BB
0
1
30
1
200
0
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other
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1
0
4
0
0.7
0.112703
32
9
30
0.014908
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AC
836
5,110.142055
3,702.078211
4,668.749461
0
6
CA
196
0
BD
0
1
-1
0
500
0
INTERNET
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linux
1
1
0
4
0
0.9
0.252099
93
5
30
3.264007
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AD
912
4,665.306206
6,769.413741
5,040.410395
1,422
13
CA
55
0
BC
1
1
28
0
200
0
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2.936631
macintosh
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1
0
4
0
0.7
0.24487
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113
40
0.025862
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AB
3,020
9,156.994514
5,611.622232
4,972.192163
31
6
CB
169
1
BB
1
0
26
0
500
0
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5.088174
linux
1
1
0
4
0
0.8
0.176269
-1
120
20
0.004992
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AB
1,717
4,408.643049
4,793.698377
4,348.787521
12
10
CA
52
0
BA
1
1
28
0
200
0
INTERNET
8.94984
linux
0
1
0
4
0
0.6
0.090721
9
5
20
0.011044
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AC
1,428
6,658.041485
5,343.916639
4,292.570172
0
11
CA
114
1
BC
1
1
-1
1
200
0
INTERNET
2.001071
windows
1
1
0
4
0
0.7
0.127763
23
28
30
0.021882
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AB
888
7,423.499264
5,990.32816
4,882.606381
33
6
CA
176
0
BC
0
1
20
0
500
0
INTERNET
2.039406
macintosh
1
1
0
4
0
0.8
0.725023
-1
140
40
0.003466
50.036701
AB
941
7,081.863656
5,049.516608
4,801.997931
586
5
CC
75
0
BB
1
0
1
0
200
0
INTERNET
10.661308
linux
0
1
0
4
0
0.9
0.842811
-1
115
50
0.034335
-0.886603
AC
2,671
7,232.842991
4,684.11024
4,243.058636
0
7
CA
191
1
BA
0
1
-1
0
1,500
0
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windows
1
1
0
4
0
0.4
0.18259
-1
184
40
1.046007
-1.251389
AC
2,496
4,891.21497
5,818.444123
4,931.366987
0
4
CA
162
1
BA
1
1
-1
0
500
0
INTERNET
2.344548
linux
1
1
0
4
0
0.8
0.445503
12
15
40
0.006956
-1.437842
AC
344
8,488.005706
6,065.69752
4,799.782549
1
9
CF
133
1
BB
0
1
-1
0
200
0
INTERNET
6.009422
linux
0
1
0
4
0
0.2
0.085271
-1
110
60
0.012267
-1.099544
AC
1,521
7,681.459486
4,699.759546
4,402.734803
0
3
CA
89
1
BB
1
0
-1
0
200
0
INTERNET
4.198133
windows
1
1
0
4
0
0.9
0.055022
-1
189
40
0.012853
51.949368
AA
1,747
8,788.096904
5,222.975212
5,023.830729
28
4
CA
112
1
BC
0
1
10
0
500
0
INTERNET
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linux
0
1
0
4
0
0.7
0.993903
-1
48
30
0.016971
-0.061513
AC
3,205
5,860.327362
5,987.460611
4,374.943473
0
10
CA
188
0
BB
1
1
-1
0
1,000
0
INTERNET
7.514167
windows
0
1
0
4
0
0.9
0.990105
9
1
20
0.014502
-0.824061
AD
1,555
1,152.777442
4,000.375762
4,904.938338
4
18
CA
183
0
BC
0
1
1
0
500
0
INTERNET
16.189777
other
0
1
0
4
0
0.1
0.577746
10
5
20
0.032962
-1.018589
AD
3,362
4,108.201783
2,787.823803
3,118.903825
14
11
CA
122
1
BC
0
1
20
0
200
0
INTERNET
15.507733
linux
1
1
0
4
0
0.4
0.125598
147
15
50
0.814008
-1.56555
AB
1,037
8,642.205017
5,281.440378
4,774.945394
14
2
CA
106
0
BC
1
1
1
0
200
0
INTERNET
5.521547
linux
0
1
0
4
0
0.4
0.615507
-1
315
50
0.006119
-0.741467
AA
4,166
6,123.762966
3,428.108756
4,156.073584
11
4
CA
243
1
BA
1
1
-1
1
1,500
0
INTERNET
56.453052
windows
0
1
0
4
0
0.9
0.271179
-1
54
30
0.029824
15.775018
AA
1,648
3,444.749798
6,165.378205
4,822.754092
1,619
11
CA
174
1
BA
0
1
1
0
200
0
INTERNET
7.385626
other
0
1
0
4
0
0.8
0.870785
-1
29
40
0.021066
-1.25725
AB
692
6,431.785519
4,815.113837
4,257.892622
14
6
CA
150
1
BB
1
1
1
1
500
0
INTERNET
2.062532
windows
0
1
0
4
0
0.5
0.862772
-1
98
40
18.581911
-1.073171
AC
1,006
9,556.734036
4,821.856661
4,904.945758
1
10
CA
177
0
BB
1
1
-1
0
1,000
0
INTERNET
9.283846
linux
0
1
0
4
0
0.2
0.842915
-1
41
30
0.01725
0.866084
AA
2,401
5,641.668409
3,849.527955
4,862.372932
3
17
CA
146
1
BC
1
1
31
1
200
0
INTERNET
5.493754
linux
0
1
0
4
0
0.2
0.791082
-1
104
50
0.037024
-1.41686
AB
1,368
5,274.639043
3,359.307765
5,038.062597
16
6
CA
71
1
BB
1
0
15
0
200
0
INTERNET
5.260576
linux
1
1
0
4
0
0.7
0.63788
-1
122
60
0.003739
-0.586395
AD
1,751
7,104.509098
4,189.374908
4,420.879643
9
4
CC
28
0
BB
0
1
10
0
200
0
INTERNET
13.48211
other
1
1
0
4
0
0.1
0.806592
-1
52
50
0.012551
-1.310679
AB
542
9,888.517828
5,591.911334
4,223.090853
195
7
CA
151
0
BB
0
1
1
1
1,000
0
INTERNET
2.027004
linux
0
1
0
4
0
0.2
0.663691
-1
224
10
0.031266
-1.084806
AB
664
7,399.56069
5,605.85966
5,148.958839
12
5
CA
223
0
BE
0
1
20
0
1,500
0
INTERNET
4.170013
windows
1
1
0
4
0
0.3
0.727306
-1
57
40
0.006133
0.477157
AA
1,627
8,676.346803
5,163.120074
4,328.709839
22
10
CF
154
1
BA
1
1
1
1
1,500
0
INTERNET
1.130318
linux
0
1
0
4
0
0.4
0.860043
-1
114
30
2.555144
-0.255001
AC
5,057
4,709.185137
5,112.017841
4,869.261216
0
8
CA
67
1
BE
0
1
-1
0
200
0
INTERNET
4.205135
linux
0
1
0
4
0
0.6
0.237245
-1
125
20
10.059075
-0.981031
AC
1,297
8,565.54303
5,188.814623
5,077.946072
0
9
CA
90
0
BE
1
1
-1
0
200
0
INTERNET
1.557029
windows
1
1
0
4
0
0.1
0.202799
28
3
30
0.004097
-0.822365
AB
645
2,437.428447
4,145.66535
4,369.536059
15
10
CA
159
1
BC
0
1
1
0
1,500
0
INTERNET
9.844401
macintosh
0
1
0
4
0
0.9
0.124928
-1
35
40
0.014054
-0.930351
AB
2,735
5,752.129271
4,209.680342
4,234.499104
2
9
CA
114
1
BC
1
1
30
0
200
0
INTERNET
1.326633
linux
1
1
0
4
0
0.7
0.990351
9
2
20
0.021802
-1.036498
AD
2,450
6,938.858217
4,516.146571
4,308.145256
12
10
CA
157
0
BC
1
1
11
0
200
0
INTERNET
2.526642
linux
1
1
0
4
0
0.1
0.594046
-1
147
30
0.00082
-1.264998
AB
1,120
4,991.170693
3,008.621896
4,284.740673
11
6
CA
72
0
BB
0
1
1
0
200
0
INTERNET
10.038967
windows
0
1
0
4
0
0.3
0.342538
-1
137
50
0.000176
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AC
1,174
8,616.420136
4,833.296995
4,165.801375
0
4
CF
144
0
BB
0
1
-1
0
200
0
INTERNET
13.894781
other
1
1
0
4
0
0.6
0.44446
27
9
30
0.001457
-1.27373
AD
3,186
1,514.374181
3,387.04739
4,337.122235
16
17
CA
66
0
BB
0
1
1
0
200
0
INTERNET
4.853716
windows
1
1
0
4
0
0.4
0.502411
-1
187
60
1.527093
-1.073766
AC
818
3,764.478166
3,211.201083
4,376.780486
0
5
CA
84
0
BB
1
1
-1
0
200
0
INTERNET
1.678222
other
1
1
0
4
0
0.1
0.62285
-1
30
20
0.046115
25.154554
AB
1,212
8,626.742323
3,740.340768
4,933.672237
9
7
CE
74
0
BE
0
1
28
0
200
0
INTERNET
3.535817
other
1
1
0
4
0
0.4
0.994142
30
2
30
0.012684
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AC
1,300
2,785.430651
3,848.363076
4,972.981498
1
14
CA
120
1
BC
0
1
-1
0
200
0
INTERNET
4.844659
other
1
1
0
4
0
0.4
0.931685
-1
247
10
0.028304
-0.325644
AB
3,275
9,144.884296
5,023.062744
5,076.391818
1,948
6
CA
187
0
BE
0
1
12
0
200
0
INTERNET
4.932971
other
1
1
0
4