Datasets:
Dataset Viewer
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
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Feb
| 1
| 1
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|
Returning_Visitor
| false
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2
| 36
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Feb
| 1
| 1
| 1
| 3
|
Returning_Visitor
| false
| 0False
|
0
| 0
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| 1
| 0
| 0.2
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Feb
| 1
| 1
| 1
| 2
|
Returning_Visitor
| true
| 0False
|
0
| 0
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| 2
| 52
| 0
| 0.1
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|
Feb
| 1
| 1
| 1
| 3
|
Returning_Visitor
| false
| 0False
|
0
| 0
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| 13
| 649.25
| 0
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Feb
| 2
| 2
| 1
| 5
|
New_Visitor
| false
| 0False
|
0
| 0
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| 0
| 27
| 925.333333
| 0.003704
| 0.025926
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| 0.6
|
Feb
| 4
| 1
| 3
| 3
|
Returning_Visitor
| false
| 0False
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0
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| 2
| 33
| 0
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Feb
| 1
| 1
| 1
| 3
|
Returning_Visitor
| false
| 0False
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0
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| 6
| 1,566.5
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Feb
| 1
| 1
| 1
| 3
|
Returning_Visitor
| false
| 0False
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0
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| 105
| 0
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Feb
| 1
| 1
| 1
| 4
|
Returning_Visitor
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0
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| 50
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Feb
| 2
| 4
| 1
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Returning_Visitor
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0
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Feb
| 3
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Returning_Visitor
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End of preview. Expand
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Dataset Card for Online Shoppers Purchasing Intention Dataset
Dataset Summary
This dataset is a reupload of the Online Shoppers Purchasing Intention Dataset from the UCI Machine Learning Repository.
NOTE: The information below is from the original dataset description from UCI's website.
Overview
Of the 12,330 sessions in the dataset, 84.5% (10,422) were negative class samples that did not end with shopping, and the rest (1908) were positive class samples ending with shopping.
Additional Information
The dataset consists of feature vectors belonging to 12,330 sessions. The dataset was formed so that each session would belong to a different user in a 1-year period to avoid any tendency to a specific campaign, special day, user profile, or period.
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