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
0
0
0
0
1
0
0.2
0.2
0
0
Dec
2
2
6
1
Returning_Visitor
true
0False
0
0
0
0
15
1,134.455556
0
0.001333
30.306812
0
Dec
2
4
1
2
Returning_Visitor
false
1True
0
0
0
0
7
389.166667
0
0.021429
0
0
Nov
3
2
3
2
Returning_Visitor
true
1True
0
0
0
0
10
902.666667
0
0.03
0
0
Nov
2
2
3
20
Returning_Visitor
true
0False
9
500
0
0
54
2,201.710714
0.000595
0.011253
2.827453
0
Dec
2
5
1
1
Returning_Visitor
false
0False
1
7
0
0
21
803
0.031579
0.052632
7.014753
0
Nov
3
2
3
3
Returning_Visitor
false
1True
0
0
0
0
8
102.75
0
0.066667
0
0
Dec
2
2
9
6
Returning_Visitor
false
0False
3
117
0
0
98
3,653.641667
0.002681
0.02966
0
0
Nov
2
5
9
2
Returning_Visitor
false
0False
0
0
0
0
15
264.083333
0
0.02
0
0
Nov
2
2
2
1
Returning_Visitor
false
0False
12
257.75
0
0
3
97.5
0
0.038462
0
0
Dec
3
2
4
8
Returning_Visitor
false
1True
0
0
0
0
16
853.416667
0.013333
0.037778
50.81418
0
Dec
1
1
7
2
New_Visitor
false
1True
6
270.75
0
0
6
217.5
0
0.02
0
0
Dec
3
2
4
2
New_Visitor
true
0False
0
0
0
0
13
223.416667
0
0.023077
0
0
Dec
2
4
1
2
Returning_Visitor
false
0False
1
8
0
0
55
1,893.650488
0.012727
0.038484
0
0
Nov
3
2
1
13
Returning_Visitor
true
0False
0
0
0
0
69
2,077.806007
0.004831
0.018562
0
0
Nov
2
2
4
2
Returning_Visitor
false
0False
0
0
2
120.5
54
1,389.216667
0.008929
0.025119
0
0
Dec
1
1
1
2
Returning_Visitor
false
0False
1
0
2
23.75
193
6,784.671131
0.004932
0.021158
0
0
Nov
2
2
7
2
Returning_Visitor
true
1True
1
43.5
0
0
6
183.875
0
0.014286
0
0
Dec
2
2
1
2
New_Visitor
false
0False
4
17.5
3
171
6
101
0.02
0.03
0
0
Nov
1
2
1
8
New_Visitor
true
0False
0
0
0
0
6
199.25
0
0.033333
0
0
Dec
2
4
1
3
Other
false
0False
0
0
0
0
2
0
0.2
0.2
0
0
Nov
2
5
1
2
Returning_Visitor
false
0False
12
317.628205
2
256.5
81
3,675.940705
0.006742
0.017421
11.622885
0
Dec
2
2
1
10
Returning_Visitor
true
1True
0
0
0
0
18
541.916667
0
0.015686
0
0
Nov
3
2
1
2
New_Visitor
true
0False
5
40.136364
0
0
35
840.995292
0.005263
0.012594
64.722389
0
Nov
2
2
1
1
Returning_Visitor
false
1True
0
0
6
97.166667
81
3,466.794048
0.018431
0.02205
0
0
Nov
3
2
1
13
Returning_Visitor
true
0False
0
0
0
0
3
52.5
0.066667
0.1
0
0
Dec
3
2
3
3
Returning_Visitor
false
0False
0
0
0
0
8
833.75
0.0125
0.0375
0
0
Dec
2
5
1
3
Returning_Visitor
false
0False
5
116
0
0
31
1,350.258333
0.012903
0.023871
0
0
Dec
3
2
8
2
Returning_Visitor
false
0False
0
0
0
0
14
999
0
0.023077
8.482952
0
Dec
2
2
3
6
Returning_Visitor
false
1True
0
0
0
0
111
1,624.75
0.013636
0.025515
0
0
Dec
2
2
1
2
Returning_Visitor
false
0False
6
580.333333
0
0
43
1,326.107143
0.018367
0.01816
0
0
Nov
1
1
3
2
Returning_Visitor
false
1True
1
14
0
0
11
239.583333
0
0.016667
0
0
Nov
2
2
6
1
Returning_Visitor
true
0False
0
0
0
0
18
413.666667
0
0.047222
0
0
Dec
2
2
6
1
Returning_Visitor
false
0False
13
399.75
3
47.75
61
1,458.993056
0.001786
0.016552
17.497219
0
Nov
1
1
1
2
New_Visitor
false
0False
0
0
0
0
36
872.833333
0
0.007059
81.027296
0
Nov
2
4
1
8
New_Visitor
false
1True
8
108.5
0
0
53
1,287.852778
0.00339
0.027514
0
0
Dec
2
2
1
2
Returning_Visitor
false
0False
12
219.274359
4
857.166667
107
2,640.135697
0
0.01549
6.479206
0
Nov
1
2
1
2
Returning_Visitor
true
1True
0
0
0
0
112
6,673.291392
0
0.008745
5.468093
0
Nov
2
4
1
3
Returning_Visitor
false
0False
1
0
1
46.5
22
671.866667
0.017391
0.02058
0
0
Nov
3
2
7
10
Returning_Visitor
false
0False
0
0
0
0
7
486.5
0
0.028571
0
0
Nov
2
4
1
1
Returning_Visitor
false
0False
1
8
0
0
6
189.75
0
0.019048
0
0
Nov
1
1
7
2
Returning_Visitor
false
0False
0
0
0
0
33
472.361111
0.012903
0.014721
0
0
Nov
1
1
9
2
Returning_Visitor
false
0False
6
243.75
0
0
8
171.25
0.038889
0.067222
0
0
Dec
3
2
3
1
Returning_Visitor
false
0False
3
18
0
0
2
8
0
0.05
0
0
Dec
8
13
9
20
Other
false
0False
19
739.194872
1
8
114
4,269.493146
0.001575
0.01698
8.466385
0
Nov
2
2
2
1
Returning_Visitor
false
0False
0
0
0
0
74
3,109.404167
0.009459
0.042859
0
0
Nov
2
2
1
2
Returning_Visitor
false
0False
0
0
0
0
44
1,236.638095
0
0.014729
0
0
Dec
2
4
1
2
Returning_Visitor
false
0False
7
311.136111
0
0
36
1,699.073611
0.010088
0.035614
133.281379
0
Dec
3
2
1
13
Returning_Visitor
false
0False
0
0
0
0
7
1,749
0.047619
0.104762
0
0
Dec
2
2
1
2
Returning_Visitor
false
0False
0
0
0
0
13
420
0
0.030769
0
0
Dec
2
5
6
2
New_Visitor
false
0False
1
41.125
0
0
126
4,310.004668
0.000688
0.012823
3.451072
0
Nov
2
2
2
2
Returning_Visitor
false
0False
0
0
1
5
9
279
0.04
0.041667
0
0
Nov
3
2
7
8
New_Visitor
true
0False
0
0
0
0
24
1,010.25
0.008333
0.016667
31.819677
0
Dec
3
2
8
2
Returning_Visitor
false
1True
0
0
0
0
3
178.25
0
0.066667
0
0
Nov
3
2
1
10
Returning_Visitor
false
0False
0
0
0
0
19
540.333333
0
0.044737
0
0
Nov
2
2
1
10
Returning_Visitor
true
0False
5
127.2
2
33
93
2,720.265368
0.007143
0.034702
0
0
Nov
3
2
4
1
Returning_Visitor
true
0False
0
0
0
0
9
867
0.022222
0.051852
0
0
Nov
1
1
1
3
Returning_Visitor
false
0False
0
0
1
0
22
812.3
0.030849
0.057391
0
0
Nov
1
1
4
10
Returning_Visitor
true
0False
2
50.5
0
0
70
2,802.116667
0.002899
0.01723
0
0
Nov
2
2
3
3
Returning_Visitor
false
0False
4
91
0
0
2
22
0.033333
0.022222
0
0
Dec
1
1
1
2
New_Visitor
false
0False
2
262.666667
3
112
127
4,214.779822
0.008397
0.018035
0
0
Nov
3
2
1
3
Returning_Visitor
false
0False
5
157.333333
0
0
76
3,923.586111
0.000866
0.013676
0
0
Nov
2
2
8
2
Returning_Visitor
true
0False
0
0
0
0
49
3,414.875
0.012245
0.027211
0
0
Nov
2
2
7
2
Returning_Visitor
false
0False
2
23
0
0
12
284.5
0
0.014286
0
0
Dec
2
2
3
2
Returning_Visitor
false
0False
0
0
0
0
7
53
0.028571
0.057143
0
0
Dec
1
1
1
2
Returning_Visitor
false
0False
6
413.499612
0
0
83
6,072.032391
0.007059
0.024024
1.240071
0
Nov
3
2
8
1
Returning_Visitor
true
1True
2
223.75
3
165
51
2,159.004167
0.013684
0.037347
10.229937
0
Nov
1
1
1
2
Returning_Visitor
false
0False
0
0
0
0
5
277.5
0
0.04
42.030441
0
Nov
2
2
3
2
Returning_Visitor
false
1True
6
95.916667
0
0
19
671.55
0
0.020455
28.128766
0
Dec
2
2
7
2
Returning_Visitor
false
0False
7
111.083333
0
0
24
431.5
0.008
0.012
0
0
Dec
1
1
1
3
Returning_Visitor
false
0False
4
81.5
0
0
93
2,773.010873
0.011828
0.017574
0
0
Nov
3
2
3
3
Returning_Visitor
true
0False
3
52.75
0
0
69
909.15487
0.002857
0.012225
8.086657
0
Dec
2
2
1
7
Returning_Visitor
false
0False
6
133.466667
0
0
44
2,664.445833
0.002041
0.010884
97.860836
0
Nov
2
2
1
3
Returning_Visitor
true
1True
5
134.333333
0
0
56
959.811742
0
0.011421
11.618644
0
Nov
2
2
1
1
Returning_Visitor
true
0False
0
0
0
0
7
205.5
0
0.042857
0
0
Nov
3
2
9
13
Returning_Visitor
false
0False
0
0
0
0
20
2,001.833333
0.009524
0.013492
0
0
Nov
2
2
9
6
Returning_Visitor
false
0False
7
139.575
0
0
30
986.5
0
0.011429
36.392861
0
Dec
2
10
1
2
New_Visitor
false
1True
0
0
0
0
2
40.5
0
0.1
0
0
Dec
1
1
3
3
Other
false
0False
5
181.866667
0
0
192
4,845.989214
0.005412
0.022099
18.675649
0
Nov
2
2
1
1
Returning_Visitor
false
0False
0
0
0
0
40
1,445.840909
0.003828
0.032193
0
0
Nov
3
2
6
8
Returning_Visitor
true
0False
1
73.75
0
0
45
2,674.339216
0.00087
0.020139
0
0
Nov
1
1
8
1
Returning_Visitor
false
0False
1
88
3
540.333333
57
1,656.410714
0
0.00226
0
0
Nov
2
4
9
3
Returning_Visitor
false
0False
0
0
0
0
125
7,453.766667
0.001626
0.013132
0
0
Nov
2
2
3
2
Returning_Visitor
false
0False
0
0
0
0
37
854.55
0.005405
0.023166
0
0
Dec
2
2
6
3
Returning_Visitor
false
0False
0
0
0
0
45
2,650.416667
0.013333
0.034074
0
0
Dec
3
7
2
1
Returning_Visitor
true
0False
6
369.333333
2
225.5
133
3,918.363736
0
0.009275
7.147604
0
Nov
2
2
2
2
Returning_Visitor
false
0False
0
0
0
0
4
197.416667
0.016667
0.0875
0
0
Nov
4
1
5
1
Returning_Visitor
false
0False
8
167.910714
6
547.75
111
6,340.152381
0.003361
0.009432
44.219794
0
Dec
3
2
6
2
Returning_Visitor
false
0False
3
100
0
0
27
730.791667
0.016
0.027556
0
0
Nov
3
2
3
11
Returning_Visitor
false
0False
0
0
0
0
3
88.5
0
0.033333
0
0
Nov
3
2
1
3
Returning_Visitor
true
0False
0
0
0
0
20
1,008.5
0.08
0.12
0
0
Dec
2
2
3
1
Returning_Visitor
true
0False
0
0
0
0
3
35
0
0.066667
0
0
Nov
4
1
1
1
Returning_Visitor
false
0False
0
0
0
0
8
189.5
0.075
0.1
0
0
Dec
3
2
1
13
Returning_Visitor
false
0False
0
0
2
21
12
144.5
0.014286
0.05
0
0
Dec
2
2
2
1
Returning_Visitor
false
0False
0
0
0
0
23
1,422.85
0.017391
0.049275
0
0
Nov
2
2
7
1
Returning_Visitor
false
0False
0
0
3
33.75
9
313.928571
0.033333
0.027778
0
0
Dec
3
2
2
10
Returning_Visitor
false
0False
0
0
0
0
5
108
0
0.04
0
0
Dec
2
2
1
2
New_Visitor
false
0False
0
0
0
0
6
139.75
0.033333
0.066667
0
0
Nov
2
2
3
2
New_Visitor
false
0False
0
0
0
0
21
472.875
0.009524
0.04127
0
0
Nov
2
2
1
2
Returning_Visitor
false
0False
3
9
0
0
17
372.25
0
0.016667
0
0
Nov
4
1
3
1
Returning_Visitor
false
0False