Administrative
int64
0
27
Administrative_Duration
float64
0
3.4k
Informational
int64
0
24
Informational_Duration
float64
0
2.55k
ProductRelated
int64
0
705
ProductRelated_Duration
float64
0
64k
BounceRates
float64
0
0.2
ExitRates
float64
0
0.2
PageValues
float64
0
362
SpecialDay
float64
0
1
Month
stringclasses
10 values
OperatingSystems
int64
1
8
Browser
int64
1
13
Region
int64
1
9
TrafficType
int64
1
20
VisitorType
stringclasses
3 values
Weekend
bool
2 classes
Revenue
class label
2 classes
0
0
0
0
1
0
0.2
0.2
0
0
Feb
1
1
1
1
Returning_Visitor
false
0False
0
0
0
0
2
64
0
0.1
0
0
Feb
2
2
1
2
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Feb
4
1
9
3
Returning_Visitor
false
0False
0
0
0
0
2
2.666667
0.05
0.14
0
0
Feb
3
2
2
4
Returning_Visitor
false
0False
0
0
0
0
10
627.5
0.02
0.05
0
0
Feb
3
3
1
4
Returning_Visitor
true
0False
0
0
0
0
19
154.216667
0.015789
0.024561
0
0
Feb
2
2
1
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0.4
Feb
2
4
3
3
Returning_Visitor
false
0False
1
0
0
0
0
0
0.2
0.2
0
0
Feb
1
2
1
5
Returning_Visitor
true
0False
0
0
0
0
2
37
0
0.1
0
0.8
Feb
2
2
2
3
Returning_Visitor
false
0False
0
0
0
0
3
738
0
0.022222
0
0.4
Feb
2
4
1
2
Returning_Visitor
false
0False
0
0
0
0
3
395
0
0.066667
0
0
Feb
1
1
3
3
Returning_Visitor
false
0False
0
0
0
0
16
407.75
0.01875
0.025833
0
0.4
Feb
1
1
4
3
Returning_Visitor
false
0False
0
0
0
0
7
280.5
0
0.028571
0
0
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
6
98
0
0.066667
0
0
Feb
2
5
1
3
Returning_Visitor
false
0False
0
0
0
0
2
68
0
0.1
0
0
Feb
3
2
3
3
Returning_Visitor
false
0False
2
53
0
0
23
1,668.285119
0.008333
0.016313
0
0
Feb
1
1
9
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Feb
1
1
4
3
Returning_Visitor
false
0False
0
0
0
0
13
334.966667
0
0.007692
0
0
Feb
1
1
1
4
Returning_Visitor
true
0False
0
0
0
0
2
32
0
0.1
0
0
Feb
2
2
1
3
Returning_Visitor
false
0False
0
0
0
0
20
2,981.166667
0
0.01
0
0
Feb
2
4
4
4
Returning_Visitor
false
0False
0
0
0
0
8
136.166667
0
0.008333
0
1
Feb
2
2
5
1
Returning_Visitor
true
0False
0
0
0
0
2
0
0.2
0.2
0
0
Feb
3
3
1
3
Returning_Visitor
false
0False
0
0
0
0
3
105
0
0.033333
0
0
Feb
3
2
1
5
Returning_Visitor
false
0False
0
0
0
0
2
15
0
0.1
0
0.8
Feb
2
4
1
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Feb
2
2
4
1
Returning_Visitor
true
0False
0
0
0
0
5
156
0
0.04
0
0
Feb
1
1
9
3
Returning_Visitor
false
0False
4
64.6
0
0
32
1,135.444444
0.002857
0.009524
0
0
Feb
2
2
1
3
Returning_Visitor
false
0False
0
0
0
0
4
76
0.05
0.1
0
0
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
4
63
0
0.05
0
0.2
Feb
2
6
1
3
Returning_Visitor
false
0False
1
6
1
0
45
1,582.75
0.043478
0.050821
54.179764
0.4
Feb
3
2
1
1
Returning_Visitor
false
0False
0
0
0
0
2
35
0
0.1
0
0
Feb
1
1
6
3
Returning_Visitor
false
0False
0
0
0
0
3
78
0
0.066667
0
0
Feb
1
2
6
6
Returning_Visitor
true
0False
0
0
0
0
8
209.5
0
0.025
0
0
Feb
2
2
1
1
Returning_Visitor
false
0False
0
0
0
0
10
183.666667
0.04
0.08
0
0
Feb
1
1
3
1
Returning_Visitor
false
0False
0
0
0
0
14
380.5
0.014286
0.028571
0
0
Feb
2
2
1
1
Returning_Visitor
false
0False
0
0
0
0
52
2,086.242857
0.015385
0.020353
0
0
Feb
2
2
7
1
Returning_Visitor
false
0False
0
0
0
0
8
388
0.025
0.05625
0
0
Feb
3
2
1
4
Returning_Visitor
true
0False
2
18
0
0
5
298
0
0.028571
0
0.8
Feb
2
2
8
4
Returning_Visitor
false
0False
0
0
0
0
7
63
0.028571
0.071429
0
0.6
Feb
2
2
1
3
Returning_Visitor
false
0False
0
0
0
0
9
482
0
0.022222
0
0
Feb
2
5
1
6
Returning_Visitor
false
0False
1
9
0
0
46
4,084.393939
0
0.001795
0
0
Feb
2
2
8
4
Returning_Visitor
false
0False
0
0
0
0
3
22
0
0.066667
0
0.6
Feb
1
1
3
2
Returning_Visitor
false
0False
0
0
0
0
15
310.166667
0
0.006667
0
0
Feb
1
1
4
4
Returning_Visitor
false
0False
0
0
0
0
2
34
0
0.05
0
0.4
Feb
3
2
2
3
Returning_Visitor
false
0False
0
0
0
0
4
88
0
0.05
0
0
Feb
4
1
1
3
Returning_Visitor
false
0False
0
0
0
0
22
622.25
0.00303
0.006061
0
0.2
Feb
2
5
1
4
Returning_Visitor
false
0False
0
0
0
0
14
222.4
0.017143
0.057143
0
0
Feb
1
1
1
2
Returning_Visitor
false
0False
0
0
0
0
3
80
0.066667
0.133333
0
0.2
Feb
3
2
1
3
Returning_Visitor
false
0False
0
0
0
0
11
800.833333
0
0.003636
0
0
Feb
3
2
1
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0.6
Feb
2
2
3
2
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Feb
1
1
3
4
Returning_Visitor
true
0False
0
0
0
0
12
265.166667
0.011111
0.026111
0
0.2
Feb
3
2
1
3
Returning_Visitor
false
0False
0
0
0
0
2
29
0
0.1
0
1
Feb
2
4
4
2
Returning_Visitor
true
0False
0
0
0
0
4
160
0
0.075
0
0
Feb
4
2
2
3
Returning_Visitor
false
0False
0
0
0
0
4
135.666667
0.05
0.025
0
0.4
Feb
3
3
1
4
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0.2
Feb
2
4
1
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0.6
Feb
3
2
3
3
Returning_Visitor
false
0False
4
56
2
120
36
998.741667
0
0.014736
19.447079
0.2
Feb
2
2
4
1
Returning_Visitor
false
0False
0
0
0
0
4
104
0
0.05
0
0.4
Feb
2
6
6
3
Returning_Visitor
false
0False
2
16
0
0
16
381.686508
0.011765
0.046569
0
0.6
Feb
2
4
2
1
Returning_Visitor
false
0False
0
0
0
0
6
169
0
0.016667
0
0.4
Feb
1
1
3
3
Returning_Visitor
false
0False
0
0
0
0
8
400.8
0.05
0.120833
0
0
Feb
1
1
1
3
Returning_Visitor
false
0False
12
279.416667
0
0
42
1,553.583333
0.009
0.019667
38.308493
0
Feb
1
1
3
2
Returning_Visitor
false
0False
0
0
0
0
14
706.5
0
0.007143
0
0
Feb
2
2
5
4
Returning_Visitor
true
0False
0
0
0
0
1
0
0.2
0.2
0
0
Feb
2
2
4
3
Returning_Visitor
false
0False
3
87.833333
0
0
27
798.333333
0
0.012644
22.916036
0.8
Feb
2
2
3
1
Returning_Visitor
false
1True
4
44
0
0
90
6,951.972222
0.002151
0.015013
0
0
Feb
4
1
1
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0.6
Feb
2
2
5
1
Returning_Visitor
false
0False
0
0
0
0
18
902
0
0.007407
0
0
Feb
2
7
2
4
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0.2
Feb
3
2
3
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Feb
2
6
1
2
Returning_Visitor
false
0False
0
0
0
0
20
197.377778
0.025
0.0525
0
0
Feb
2
6
6
1
Returning_Visitor
false
0False
0
0
0
0
2
43
0
0.1
0
0.4
Feb
2
2
3
3
Returning_Visitor
false
0False
0
0
0
0
8
426.666667
0
0.0125
0
0
Feb
2
4
3
2
Returning_Visitor
false
0False
0
0
0
0
3
135
0
0.066667
0
0
Feb
2
4
3
3
Returning_Visitor
false
0False
0
0
0
0
16
588.333333
0
0.025
0
0
Feb
2
4
1
1
Returning_Visitor
false
0False
10
1,005.666667
0
0
36
2,111.341667
0.004348
0.014493
11.439412
0
Feb
2
6
1
2
Returning_Visitor
false
1True
0
0
0
0
2
76
0
0.05
0
0.6
Feb
3
2
3
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
1
Feb
1
1
1
3
Returning_Visitor
true
0False
0
0
0
0
1
0
0.2
0.2
0
0.4
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
7
208
0
0.028571
0
0
Feb
4
1
1
5
Returning_Visitor
true
0False
0
0
0
0
4
270
0
0.016667
0
0.8
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
6
39.5
0
0.02
0
0
Feb
2
2
1
3
Returning_Visitor
false
0False
0
0
0
0
12
375
0.016667
0.058333
0
0
Feb
3
2
4
1
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0.8
Feb
2
2
2
1
Returning_Visitor
true
0False
0
0
0
0
1
0
0.2
0.2
0
0
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
7
150
0.057143
0.085714
0
0
Feb
2
2
2
1
Returning_Visitor
false
0False
0
0
0
0
3
138
0
0.066667
0
0
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
7
337.5
0.028571
0.02381
0
0.4
Feb
4
1
3
3
Returning_Visitor
false
0False
0
0
0
0
19
620.033333
0
0.007895
0
0
Feb
1
1
4
2
Returning_Visitor
false
0False
2
36
0
0
15
168.846154
0
0.011765
0
0.4
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Feb
1
1
1
2
Returning_Visitor
true
0False
0
0
0
0
2
52
0
0.1
0
0
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
13
649.25
0
0.015385
0
0
Feb
2
2
1
5
New_Visitor
false
0False
0
0
0
0
27
925.333333
0.003704
0.025926
0
0.6
Feb
4
1
3
3
Returning_Visitor
false
0False
0
0
0
0
2
33
0
0.1
0
0.2
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
6
1,566.5
0.05
0.066667
0
0.2
Feb
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
4
105
0
0.025
0
0.6
Feb
1
1
1
4
Returning_Visitor
false
0False
0
0
1
0
7
50
0.038095
0.080952
0
0.6
Feb
2
4
1
7
Returning_Visitor
false
0False
0
0
0
0
16
644.2
0.004167
0.031667
0
0
Feb
3
2
3
4
Returning_Visitor
false
0False