Datasets:
jlh
/
uci-shopper

Dataset card Viewer Files Community
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
1
29
9
225.833333
0
0.02
0
0
Mar
2
2
1
3
Returning_Visitor
true
0False
2
21
1
26
22
326.583333
0.018182
0.066667
0
0
Mar
3
2
4
3
Returning_Visitor
false
0False
10
231
1
8
104
3,486.690476
0.003302
0.013105
0
0
Mar
2
10
1
1
Returning_Visitor
true
0False
0
0
0
0
8
863.333333
0
0.014583
0
0
Mar
2
2
4
3
Returning_Visitor
true
0False
0
0
0
0
1
67
0.1
0.133333
0
0
Mar
3
3
1
3
Returning_Visitor
false
0False
15
1,011.361111
2
171.5
54
1,405.131241
0
0.006127
37.418142
0
Mar
3
2
3
2
New_Visitor
true
0False
6
60
2
61
23
1,031.704762
0
0.007111
33.147849
0
Mar
4
2
9
10
Returning_Visitor
true
1True
0
0
0
0
24
917.083333
0.008333
0.031944
0
0
Mar
3
2
1
1
Returning_Visitor
true
0False
3
61
0
0
19
573.657143
0.036842
0.04
0
0
Mar
1
1
2
1
Returning_Visitor
false
0False
0
0
0
0
5
94.5
0
0.04
0
0
Mar
2
2
1
1
Returning_Visitor
false
0False
0
0
0
0
13
238.166667
0
0.007692
0
0
Mar
2
2
6
2
Returning_Visitor
false
0False
3
227
0
0
3
164
0
0.013333
0
0
Mar
1
1
3
2
New_Visitor
false
0False
0
0
5
14
31
750.590476
0.007407
0.036958
0
0
Mar
2
2
1
2
Returning_Visitor
false
0False
1
464
0
0
19
1,834.083333
0.02
0.03125
0
0
Mar
2
2
2
10
Returning_Visitor
false
0False
0
0
0
0
19
606.833333
0.031579
0.048246
0
0
Mar
2
2
1
3
Returning_Visitor
false
0False
0
0
3
300
13
509.121429
0.006667
0.002222
40.7932
0
Mar
3
2
7
2
Returning_Visitor
true
1True
0
0
0
0
2
19
0
0.1
0
0
Mar
1
1
1
1
Returning_Visitor
false
0False
3
80.428571
0
0
61
5,900.351378
0
0.007213
0
0
Mar
3
2
3
10
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Mar
1
2
9
2
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Mar
2
2
1
1
Returning_Visitor
false
0False
0
0
0
0
13
449.333333
0.006154
0.044615
0
0
Mar
2
5
1
3
Returning_Visitor
false
0False
0
0
0
0
12
200
0
0.047222
0
0
Mar
2
2
1
2
Returning_Visitor
true
0False
3
61.5
0
0
16
946.166667
0
0.010526
0
0
Mar
2
2
1
10
New_Visitor
false
0False
0
0
0
0
2
0
0.2
0.2
0
0
Mar
2
2
1
1
Returning_Visitor
false
0False
0
0
0
0
3
514
0
0.066667
0
0
Mar
2
2
3
1
Returning_Visitor
false
0False
1
58
0
0
5
64
0
0.016667
0
0
Mar
1
1
4
2
New_Visitor
false
0False
0
0
0
0
2
210
0
0.1
0
0
Mar
3
2
1
2
Returning_Visitor
false
0False
2
243
0
0
12
1,180.5
0
0.007692
0
0
Mar
1
1
1
9
Returning_Visitor
false
0False
0
0
0
0
9
771.5
0.022222
0.044444
0
0
Mar
1
1
6
1
Returning_Visitor
false
0False
1
4
0
0
37
1,096.75
0
0.020175
0
0
Mar
2
2
6
10
Returning_Visitor
false
0False
0
0
0
0
5
381.666667
0
0.02
0
0
Mar
1
1
3
2
Returning_Visitor
false
0False
9
210.666667
3
127
55
1,509.594444
0.006452
0.020161
14.683245
0
Mar
2
5
1
2
Returning_Visitor
false
0False
0
0
0
0
4
69
0
0.05
0
0
Mar
1
1
1
2
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Mar
2
4
5
1
Returning_Visitor
false
0False
0
0
0
0
5
103
0
0.04
0
0
Mar
2
2
1
2
Returning_Visitor
false
0False
0
0
0
0
2
36.5
0
0.033333
0
0
Mar
3
2
1
1
Returning_Visitor
false
0False
0
0
0
0
6
226
0
0.04
0
0
Mar
2
2
1
2
Returning_Visitor
false
0False
1
156.142857
0
0
18
1,181.198413
0
0.048235
0
0
Mar
3
2
4
1
Returning_Visitor
false
0False
2
0
0
0
17
1,394.666667
0
0.029762
0
0
Mar
2
4
2
6
Returning_Visitor
false
0False
5
282
0
0
8
326
0
0.022222
0
0
Mar
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
9
459.830769
0
0.001587
0
0
Mar
3
2
8
2
Returning_Visitor
true
0False
3
512.833333
2
278
3
162
0
0.014286
0
0
Mar
3
2
1
8
New_Visitor
true
0False
0
0
0
0
1
0
0.2
0.2
0
0
Mar
2
6
1
1
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Mar
1
1
3
1
Returning_Visitor
false
0False
1
112
0
0
37
2,043.5
0.005556
0.016667
12.357847
0
Mar
2
5
3
6
Returning_Visitor
false
1True
4
73.5
0
0
24
663.466667
0.002564
0.004396
0
0
Mar
3
2
1
1
Returning_Visitor
false
0False
3
184.688889
0
0
129
7,669.250794
0
0.009135
0
0
Mar
2
2
8
13
Returning_Visitor
false
0False
5
75.166667
0
0
12
115.166667
0.028571
0.042857
0
0
Mar
2
2
8
1
Returning_Visitor
false
0False
0
0
0
0
11
296.45
0
0.007792
0
0
Mar
3
2
6
2
Returning_Visitor
false
0False
0
0
0
0
56
2,633.869048
0.003704
0.016667
0
0
Mar
2
5
1
1
Returning_Visitor
false
0False
0
0
0
0
19
392
0.021053
0.052632
0
0
Mar
2
2
5
1
Returning_Visitor
true
0False
1
19
0
0
13
748.666667
0
0.020513
0
0
Mar
1
2
6
3
Returning_Visitor
false
0False
6
302
0
0
18
834.666667
0.004762
0.02127
0
0
Mar
1
1
1
9
Returning_Visitor
true
0False
0
0
0
0
2
5
0
0.1
0
0
Mar
2
2
1
1
Returning_Visitor
true
0False
0
0
0
0
1
0
0.2
0.2
0
0
Mar
1
1
1
9
Returning_Visitor
true
0False
0
0
0
0
3
11
0.05
0.15
0
0
Mar
3
3
1
1
Returning_Visitor
false
0False
0
0
1
37
15
497.333333
0.0125
0.0375
0
0
Mar
1
1
2
1
Returning_Visitor
false
0False
10
117.333333
0
0
28
631.989683
0.017647
0.022794
10.165172
0
Mar
3
7
1
2
Returning_Visitor
false
1True
0
0
0
0
11
315.6
0
0.018182
0
0
Mar
1
1
6
3
Returning_Visitor
true
0False
1
7
0
0
14
183.333333
0
0.006667
0
0
Mar
2
2
3
10
Returning_Visitor
false
0False
1
0
0
0
8
192.166667
0
0.025
0
0
Mar
1
1
9
9
Returning_Visitor
true
0False
1
0
0
0
16
1,296.6
0.022222
0.033333
13.283556
0
Mar
3
2
4
2
Returning_Visitor
false
1True
0
0
0
0
3
17
0.1
0.111111
0
0
Mar
1
1
1
1
Returning_Visitor
false
0False
0
0
1
41
13
698
0
0.032143
0
0
Mar
2
5
2
1
Returning_Visitor
false
0False
1
14
0
0
17
1,093.142857
0
0.02125
0
0
Mar
2
2
2
2
Returning_Visitor
false
0False
1
5
0
0
9
2,397.5
0
0.02
0
0
Mar
4
1
3
3
Returning_Visitor
false
0False
2
107
0
0
3
56
0
0.04
0
0
Mar
1
1
3
2
New_Visitor
false
0False
1
31
3
62
11
196.2
0
0.013333
0
0
Mar
2
2
1
10
Returning_Visitor
false
0False
0
0
0
0
3
39.666667
0
0.033333
0
0
Mar
2
4
1
10
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Mar
2
2
1
3
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Mar
3
2
1
1
Returning_Visitor
false
0False
0
0
1
42
20
408.333333
0
0.003175
33.477773
0
Mar
2
4
7
2
Returning_Visitor
false
1True
0
0
0
0
2
0
0.2
0.2
0
0
Mar
1
1
1
10
Returning_Visitor
false
0False
1
7
0
0
29
906.566667
0
0.006897
0
0
Mar
4
1
1
2
New_Visitor
true
0False
0
0
0
0
4
149
0
0.05
0
0
Mar
2
2
1
2
Returning_Visitor
false
0False
0
0
0
0
30
1,224.75
0
0.007143
21.048642
0
Mar
2
4
2
2
New_Visitor
false
1True
0
0
0
0
1
0
0.2
0.2
0
0
Mar
2
4
1
1
Returning_Visitor
false
0False
2
52
1
17.666667
18
1,262
0
0.009524
0
0
Mar
2
2
1
2
New_Visitor
false
0False
0
0
0
0
12
207
0
0.036667
0
0
Mar
2
2
3
2
Returning_Visitor
false
0False
1
19
0
0
7
115.666667
0
0.028571
0
0
Mar
3
2
2
10
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Mar
2
2
1
2
Returning_Visitor
false
0False
1
0
0
0
3
321.5
0.05
0.1
0
0
Mar
3
2
2
1
Returning_Visitor
false
0False
9
204.083333
0
0
63
3,552.702381
0
0.007
19.955723
0
Mar
1
2
8
8
New_Visitor
false
1True
2
151
0
0
19
716.357143
0.004762
0.015873
10.869261
0
Mar
1
1
7
1
Returning_Visitor
true
1True
6
98
0
0
12
343
0.019444
0.032222
0
0
Mar
1
2
1
2
Returning_Visitor
true
0False
6
52
1
24
56
3,763.166667
0.00339
0.014802
10.370424
0
Mar
2
2
1
1
Returning_Visitor
false
1True
0
0
0
0
7
272.5
0
0.033333
0
0
Mar
1
1
6
2
New_Visitor
true
0False
0
0
0
0
3
81
0
0.066667
0
0
Mar
1
1
1
1
Returning_Visitor
false
0False
4
600.423077
0
0
17
1,883.827222
0.000752
0.013061
0.1207
0
Mar
2
2
1
8
Returning_Visitor
false
1True
0
0
0
0
7
251.666667
0.028571
0.011429
0
0
Mar
3
2
1
6
Returning_Visitor
true
0False
4
132
0
0
7
1,413.333333
0.036
0.029286
0
0
Mar
3
2
7
8
Returning_Visitor
false
0False
0
0
0
0
3
79.5
0
0.033333
0
0
Mar
3
2
2
2
Returning_Visitor
false
0False
3
23
0
0
6
83
0
0.014286
0
0
Mar
2
2
6
2
New_Visitor
false
0False
2
20
0
0
17
584.5
0
0.011111
0
0
Mar
2
2
9
2
Returning_Visitor
false
0False
3
39
0
0
30
940.833333
0.012121
0.024242
0
0
Mar
1
8
3
3
Returning_Visitor
false
0False
2
152.833333
0
0
20
791.666667
0.011111
0.016667
41.350072
0
Mar
1
1
1
2
New_Visitor
false
1True
0
0
0
0
77
4,346.541667
0.00307
0.023099
0
0
Mar
4
1
1
2
Returning_Visitor
false
0False
0
0
0
0
5
50.5
0
0.04
0
0
Mar
2
2
1
1
Returning_Visitor
true
0False
0
0
0
0
6
74
0
0.02
0
0
Mar
2
4
6
8
Returning_Visitor
false
0False
0
0
0
0
8
83
0.057143
0.095238
0
0
Mar
1
2
2
1
Returning_Visitor
false
0False