Datasets:
jlh
/
uci-shopper

Dataset card Data Studio 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
5
85.25
0
0
3
36.25
0
0.009524
0
0
Nov
2
4
4
2
Returning_Visitor
false
0False
1
21.25
1
0
23
1,171.071429
0.007407
0.039506
11.077032
0
Dec
2
2
7
1
Returning_Visitor
false
0False
2
91
0
0
94
4,698.796429
0
0.01766
0
0
Nov
2
2
5
2
Returning_Visitor
true
0False
12
275.516667
2
288.375
60
1,276.594048
0
0.009524
5.452433
0
Nov
4
1
1
2
Returning_Visitor
false
1True
0
0
0
0
10
392.5
0
0.02
42.838874
0
Nov
1
1
2
2
New_Visitor
false
1True
0
0
0
0
2
16
0
0.1
0
0
Nov
2
2
4
8
Returning_Visitor
false
0False
5
57.333333
3
167.8
222
6,942.783547
0.002212
0.015537
2.780938
0
Dec
2
2
3
2
Returning_Visitor
false
0False
0
0
0
0
23
966.358333
0
0.004082
0
0
Nov
3
2
7
2
Returning_Visitor
false
0False
0
0
0
0
28
1,107.922619
0.014815
0.009877
226.677702
0
Dec
8
13
9
20
Other
false
1True
5
105.5
0
0
32
1,403.541667
0
0.00125
0
0
Dec
8
13
9
20
Other
false
0False
0
0
10
518.25
60
2,068.248473
0.002857
0.034059
0
0
Nov
1
1
1
2
Returning_Visitor
false
0False
10
141.035714
2
213
50
829.519048
0.001149
0.025172
0
0
Dec
2
2
4
10
Returning_Visitor
false
0False
1
10
0
0
30
602.5
0.009677
0.01491
0
0
Dec
2
2
2
10
Returning_Visitor
false
0False
5
121.425
1
8
16
792.75
0.005
0.008333
38.414016
0
Nov
2
2
1
3
Returning_Visitor
false
0False
4
60
3
37.833333
21
868.016667
0
0.008
40.72563
0
Dec
1
1
1
2
New_Visitor
false
1True
2
113.75
4
125
20
933.55
0.008333
0.035417
60.977588
0
Dec
3
2
3
2
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Nov
2
10
3
1
Returning_Visitor
false
0False
1
46.5
0
0
14
398.979167
0
0.014286
116.337865
0
Dec
8
13
9
20
Other
false
1True
0
0
0
0
2
3
0
0.1
0
0
Dec
2
2
4
2
Returning_Visitor
false
0False
0
0
0
0
14
152
0.057143
0.057143
0
0
Dec
1
1
4
3
Returning_Visitor
false
0False
7
91.25
1
0
95
2,900.791667
0.00396
0.023267
4.485679
0
Nov
2
2
1
2
Returning_Visitor
true
1True
0
0
0
0
11
1,232.083333
0
0.004
0
0
Nov
1
1
1
2
New_Visitor
false
0False
7
441.833333
3
102.5
231
9,230.890838
0.006458
0.021839
0
0
Nov
3
2
1
2
Returning_Visitor
true
0False
0
0
0
0
10
761.75
0.022222
0.022222
0
0
Nov
3
2
3
2
Returning_Visitor
true
0False
2
27.25
0
0
1
31.5
0.05
0.066667
0
0
Dec
3
2
2
3
Returning_Visitor
false
1True
0
0
0
0
3
105
0
0.033333
0
0
Dec
2
2
2
6
Returning_Visitor
false
0False
0
0
0
0
18
636.5
0
0.027778
0
0
Dec
2
2
3
2
Returning_Visitor
false
0False
1
46.5
0
0
40
2,338.95
0.017073
0.030325
9.472914
0
Nov
1
1
1
3
Returning_Visitor
false
1True
6
77.75
0
0
18
941.916667
0
0.001429
0
0
Nov
2
2
1
2
New_Visitor
false
0False
6
141.916667
2
1,060.75
136
8,777.613879
0.00716
0.016361
21.382576
0
Dec
3
2
1
2
Returning_Visitor
false
1True
6
183.25
2
80.5
60
1,883.444231
0
0.020858
0
0
Nov
3
12
1
6
Returning_Visitor
true
1True
10
297.833333
12
290.225
33
1,467.654221
0.008
0.023038
13.20331
0
Dec
3
2
1
2
Returning_Visitor
true
0False
0
0
2
407.5
14
1,043.15
0.05
0.08125
0
0
Nov
1
1
1
2
Returning_Visitor
true
0False
7
97
3
103.25
16
1,509.5
0
0.018933
0
0
Nov
2
2
1
2
Returning_Visitor
false
0False
1
14.5
0
0
24
1,277.842857
0
0.016074
0
0
Nov
3
2
1
2
New_Visitor
true
0False
0
0
0
0
12
282.75
0.016667
0.052778
0
0
Nov
2
2
1
13
Returning_Visitor
false
0False
0
0
0
0
14
654.875
0.028571
0.042857
0
0
Nov
2
2
1
13
Returning_Visitor
false
0False
0
0
0
0
25
610.309524
0
0.039
0
0
Nov
2
2
3
2
Returning_Visitor
false
0False
0
0
0
0
5
586
0
0.06
0
0
Nov
2
4
9
10
Returning_Visitor
true
0False
7
172.059524
0
0
104
5,155.351132
0.006893
0.031571
8.805139
0
Nov
2
5
1
1
Returning_Visitor
false
0False
0
0
0
0
12
640.375
0.023077
0.041538
0
0
Dec
1
1
5
1
Returning_Visitor
true
0False
4
28
3
37.833333
378
12,003.31758
0.003655
0.023353
0
0
Nov
2
2
1
2
Returning_Visitor
false
0False
0
0
0
0
4
161.25
0
0.05
0
0
Nov
1
1
3
2
New_Visitor
true
0False
5
44
0
0
131
3,865.838889
0.006458
0.0239
0.818307
0
Nov
2
2
3
2
Returning_Visitor
true
1True
0
0
0
0
9
348.75
0
0.02963
0
0
Dec
2
5
1
1
Returning_Visitor
false
0False
3
143.625
0
0
63
2,801.131746
0.00303
0.012987
9.078682
0
Nov
3
2
1
2
Returning_Visitor
false
1True
0
0
0
0
13
979.083333
0
0.006061
0
0
Dec
3
2
6
2
New_Visitor
true
0False
4
62.5
0
0
53
1,840.369156
0.007407
0.023148
46.778318
0
Dec
1
1
2
2
Returning_Visitor
false
1True
11
326.494681
0
0
92
4,637.53842
0.0005
0.011495
17.284029
0
Nov
4
1
4
3
Returning_Visitor
false
0False
1
58
0
0
33
647.625
0
0.00625
0
0
Dec
3
2
3
2
New_Visitor
false
0False
0
0
0
0
64
2,018.762066
0.009896
0.027936
0
0
Nov
3
2
1
2
Returning_Visitor
false
0False
4
63.25
2
7
9
297.083333
0
0.014286
0
0
Nov
2
2
6
8
New_Visitor
true
0False
1
10
0
0
254
6,308.063793
0.002513
0.015183
0
0
Nov
2
2
3
2
Returning_Visitor
false
0False
0
0
0
0
7
278.75
0.028571
0.042857
0
0
Dec
3
2
1
20
New_Visitor
false
0False
0
0
0
0
6
85.25
0
0.011111
0
0
Dec
2
2
3
10
Returning_Visitor
false
0False
2
21
6
182.791667
82
1,836.214249
0.004545
0.025181
0
0
Dec
3
2
3
2
Returning_Visitor
false
0False
0
0
0
0
1
0
0
0.1
0
0
Dec
8
13
9
20
Other
false
0False
0
0
0
0
17
289.555556
0.017647
0.031373
0
0
Dec
1
1
1
10
Returning_Visitor
false
0False
6
189
0
0
21
704.3
0
0.018478
0
0
Dec
1
2
8
2
New_Visitor
false
1True
0
0
0
0
1
0
0.2
0.2
0
0
Dec
1
1
1
3
Returning_Visitor
false
0False
0
0
0
0
16
316
0.025
0.0375
0
0
Nov
1
8
9
2
Returning_Visitor
false
0False
0
0
0
0
145
4,108.808442
0.007552
0.023217
0
0
Nov
2
2
4
2
Returning_Visitor
false
1True
0
0
0
0
3
44.5
0.066667
0.133333
0
0
Dec
2
2
9
3
Returning_Visitor
false
0False
2
43.727273
0
0
59
3,354.078463
0.012308
0.026495
9.005311
0
Nov
2
2
3
1
Returning_Visitor
false
1True
0
0
0
0
2
1,121.5
0
0.1
0
0
Nov
8
2
4
3
Returning_Visitor
false
0False
6
84.666667
0
0
24
1,387.5
0
0.017262
11.3085
0
Nov
2
2
1
3
Returning_Visitor
false
1True
0
0
0
0
89
2,924.432937
0.006742
0.024478
0
0
Nov
2
2
1
10
Returning_Visitor
false
1True
7
134.625
0
0
14
1,010.375
0.011765
0.058824
0
0
Nov
2
2
1
1
Returning_Visitor
false
0False
3
109
0
0
31
3,116.5
0
0.005208
0
0
Dec
3
2
1
10
Returning_Visitor
false
1True
6
888.833333
0
0
39
1,570.791667
0.009524
0.011156
16.329308
0
Dec
1
1
3
2
Returning_Visitor
true
0False
2
112
4
231.875
73
2,163.5
0.007692
0.029915
11.625737
0
Nov
2
2
1
1
Returning_Visitor
true
0False
1
11.5
1
94
98
6,212.779517
0.024163
0.033992
0
0
Nov
3
2
4
10
Returning_Visitor
true
0False
2
37.5
0
0
70
6,384.366987
0.016667
0.027791
0
0
Nov
1
1
3
8
Returning_Visitor
false
1True
0
0
0
0
28
1,023.125
0.007143
0.028571
0
0
Nov
2
2
3
2
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Dec
3
2
9
1
Returning_Visitor
true
0False
0
0
0
0
1
0
0.2
0.2
0
0
Dec
1
1
6
2
Returning_Visitor
false
0False
6
1,489.041667
0
0
12
879.8
0
0.005556
0
0
Nov
2
2
4
2
New_Visitor
true
0False
0
0
0
0
4
86
0
0.025
0
0
Dec
2
5
1
8
New_Visitor
true
0False
26
1,561.717567
9
503.722222
183
9,676.09318
0.011055
0.0142
19.567464
0
Nov
3
2
2
13
Returning_Visitor
false
1True
10
298.581761
0
0
210
8,115.845852
0.008399
0.030193
0
0
Nov
2
2
1
2
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Dec
1
13
9
20
Returning_Visitor
false
0False
0
0
0
0
2
25.5
0
0.1
0
0
Dec
1
1
1
3
Returning_Visitor
false
0False
9
102.866667
3
339.5
29
693.254167
0
0.014706
77.649145
0
Dec
2
10
1
2
Returning_Visitor
false
1True
0
0
0
0
17
278.666667
0.015686
0.042666
0
0
Nov
3
2
1
6
Returning_Visitor
true
0False
9
1,294.9
1
32.666667
37
1,012.233333
0
0.00691
33.312206
0
Nov
2
2
1
2
Returning_Visitor
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Dec
8
13
9
20
Other
false
0False
0
0
0
0
46
1,014.375
0.008696
0.026449
0
0
Dec
2
2
3
2
Returning_Visitor
true
0False
0
0
0
0
23
1,107.267857
0.058182
0.069394
39.038442
0
Dec
2
2
3
2
Returning_Visitor
false
0False
7
533.591353
4
333.5
85
5,496.630355
0.010193
0.025284
5.145929
0
Nov
3
2
1
13
Returning_Visitor
false
0False
4
140.583333
2
385
53
1,609.990079
0.003571
0.028929
7.209305
0
Dec
2
2
5
2
Returning_Visitor
true
0False
6
76.3125
0
0
187
6,338.256636
0.003077
0.024063
2.122732
0
Nov
2
4
1
2
Returning_Visitor
false
0False
6
112.125
8
224
114
3,459.479978
0.001575
0.009848
5.648688
0
Nov
2
2
3
8
Returning_Visitor
true
1True
6
344.5
0
0
7
186
0.046154
0.033333
0
0
Nov
3
2
1
2
Returning_Visitor
true
0False
0
0
0
0
5
52.666667
0.04
0.05
0
0
Nov
3
2
2
13
Returning_Visitor
false
0False
2
698.5
0
0
41
1,053.841565
0.00299
0.014327
0
0
Nov
2
5
6
1
Returning_Visitor
true
0False
6
60.875
0
0
57
3,671.675
0.003279
0.027596
0
0
Nov
2
2
1
2
Returning_Visitor
false
0False
2
7
0
0
63
2,219.866667
0.003175
0.023129
0
0
Nov
2
2
4
2
Returning_Visitor
true
0False
0
0
0
0
3
0
0.2
0.2
0
0
Nov
3
2
1
10
Returning_Visitor
false
0False
3
81.5
0
0
3
40.5
0
0.04
0
0
Nov
1
1
1
8
New_Visitor
false
0False
3
97.5
0
0
5
155.333333
0
0.028571
0
0
Dec
3
2
1
2
New_Visitor
false
0False