Datasets:
jlh
/
uci-shopper

Dataset card Data Studio Files
xet
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
1
0
0
0
61
1,934.225758
0.009677
0.016625
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0
Nov
2
2
1
13
Returning_Visitor
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8
96.75
1
73.75
64
2,527.083333
0
0.00524
0
0
Nov
2
2
4
2
Returning_Visitor
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2
67.166667
0
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61
2,495.615079
0.00565
0.016001
0
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Dec
2
2
3
2
Returning_Visitor
true
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33
655.875
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0.015152
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0
Nov
2
2
2
13
Returning_Visitor
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0
13
443
0.030769
0.053846
0
0
Nov
2
5
1
1
Returning_Visitor
false
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5
76
0
0
66
1,415.3875
0.003582
0.014262
9.829115
0
Dec
2
2
5
2
Returning_Visitor
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3
112.75
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0
15
658.75
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0.011111
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0
Nov
3
2
6
2
New_Visitor
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5
29
0
0
8
233.5
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0.027778
0
0
Dec
2
2
4
2
Returning_Visitor
false
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0
0
0
16
332.166667
0
0.007143
0
0
Dec
2
2
3
2
New_Visitor
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9
57.958333
0
0
32
498.2
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0.010676
27.61403
0
Nov
2
2
1
2
Returning_Visitor
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0
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0
7
330.166667
0
0.021429
0
0
Dec
3
2
9
2
Returning_Visitor
false
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6
97.833333
0.033333
0.075
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Dec
3
2
3
1
Returning_Visitor
true
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0
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1
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0.2
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Dec
2
2
5
2
Returning_Visitor
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8
363.05
0
0
8
345
0
0.016667
13.643005
0
Dec
2
2
3
3
Returning_Visitor
false
1True
0
0
1
12
22
1,668.95
0
0.009524
12.18867
0
Dec
2
2
1
2
New_Visitor
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1True
0
0
0
0
12
247
0
0.016667
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Dec
8
1
3
1
Returning_Visitor
true
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0
0
0
0
22
1,327.666667
0
0.032359
0
0
Nov
2
2
1
2
New_Visitor
true
1True
6
1,922
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0
30
941.672619
0.018182
0.044444
0
0
Nov
3
2
2
1
Returning_Visitor
false
0False
0
0
0
0
33
735.439286
0
0.002694
0
0
Nov
4
2
4
2
Returning_Visitor
false
0False
3
43
4
81
132
5,091.890896
0.006522
0.029864
0
0
Nov
2
2
4
2
Returning_Visitor
true
1True
0
0
0
0
3
131
0
0.033333
0
0
Nov
1
8
4
6
New_Visitor
false
0False
0
0
0
0
7
277.166667
0.028571
0.05
0
0
Nov
3
2
4
13
Returning_Visitor
false
0False
0
0
0
0
11
242.916667
0
0.02
16.160579
0
Dec
2
10
7
2
Returning_Visitor
true
1True
9
199.385684
0
0
38
1,342.434295
0
0.022542
22.020716
0
Nov
2
2
2
2
Returning_Visitor
true
1True
3
32
0
0
15
371.25
0
0.011765
0
0
Nov
1
8
4
11
Returning_Visitor
false
0False
0
0
0
0
7
205.5
0.028571
0.038095
0
0
Nov
2
2
3
13
Returning_Visitor
true
0False
2
29.5
0
0
36
1,110.666667
0.005405
0.035586
0
0
Dec
2
4
9
2
Returning_Visitor
true
0False
9
795.208333
0
0
118
4,947.358038
0.001138
0.011201
2.270358
0
Nov
3
2
5
2
Returning_Visitor
false
0False
2
11
0
0
72
1,706.064885
0.011111
0.02124
0
0
Nov
1
1
3
2
Returning_Visitor
false
0False
0
0
0
0
15
383.458333
0
0.029333
0
0
Dec
2
2
2
2
Returning_Visitor
false
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0
0
0
0
7
82.75
0.028571
0.085714
0
0
Nov
2
2
7
3
Returning_Visitor
false
0False
0
0
0
0
6
68.25
0.033333
0.044444
0
0
Nov
2
2
7
2
New_Visitor
false
0False
1
58.5
0
0
23
1,033
0.008333
0.0375
0
0
Dec
2
2
3
2
Returning_Visitor
false
0False
12
483.333333
1
0
5
161.333333
0
0.016667
0
0
Dec
1
1
3
2
Returning_Visitor
true
0False
0
0
0
0
12
687.483333
0
0.0375
0
0
Nov
1
1
1
2
Returning_Visitor
false
0False
1
3
1
302
7
539.5
0
0.0125
0
0
Dec
2
2
4
2
Other
true
0False
7
381.75
0
0
69
2,599.015278
0.011806
0.034546
5.560271
0
Nov
1
1
1
2
Returning_Visitor
false
1True
0
0
0
0
32
2,371.122222
0
0.012903
0
0
Nov
2
2
1
2
Returning_Visitor
false
0False
3
64.5
0
0
14
671.625
0
0.030625
0
0
Nov
1
1
3
2
Returning_Visitor
true
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0
0
0
0
13
1,461.416667
0.021978
0.047164
0
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Nov
3
2
3
11
Returning_Visitor
true
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3
289
0
0
5
708.25
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0.025
0
0
Nov
3
3
1
10
Returning_Visitor
false
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0
0
0
0
9
386.25
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0.022222
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0
Dec
3
2
6
6
New_Visitor
false
0False
5
479.25
2
81
41
1,355.483333
0
0.007143
0
0
Dec
1
1
3
2
Returning_Visitor
true
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0
0
0
0
21
331.083333
0.009524
0.042857
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Dec
2
2
1
2
Returning_Visitor
false
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0
0
1
8
31
651.666667
0
0.025
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0
Dec
4
1
1
2
New_Visitor
true
0False
5
200.833333
0
0
44
1,909.080556
0.004762
0.018254
0
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Dec
1
8
1
10
Returning_Visitor
false
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4
58.5
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0.066667
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Dec
3
2
8
13
Returning_Visitor
false
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0
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0
51
874.404762
0.008
0.0345
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0
Nov
2
2
7
2
Returning_Visitor
false
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4
255.5
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0
14
770.5
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0.002667
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Nov
3
2
7
8
Returning_Visitor
true
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0
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0
7
199.5
0.028571
0.057143
56.578773
0
Nov
2
4
1
3
Returning_Visitor
false
1True
2
53.125
4
184.5
8
612.625
0.015385
0.041538
0
0
Dec
1
1
1
2
Returning_Visitor
true
0False
5
51
0
0
10
116
0
0.016667
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Nov
2
2
7
2
New_Visitor
false
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4
323.5
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0
10
320.75
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0.015385
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0
Nov
2
2
6
2
New_Visitor
false
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6
146.416667
0
0
61
2,405.652778
0.009375
0.032135
0
0
Dec
2
1
1
2
Returning_Visitor
false
1True
2
25.65
0
0
13
343.625
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0.005128
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0
Dec
2
2
2
2
New_Visitor
false
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0
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3
22
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0.066667
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Nov
2
2
3
3
Returning_Visitor
false
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0
0
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0
3
19
0.066667
0.133333
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Nov
2
5
3
10
Returning_Visitor
false
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5
182.625
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0.008
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Dec
3
2
8
13
Returning_Visitor
false
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2
83.5
2
125.5
11
213.947222
0.007692
0.003248
0
0
Dec
3
2
5
2
Returning_Visitor
false
0False
2
20.15
0
0
60
1,521.15
0.003333
0.015278
16.436373
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Nov
2
4
1
2
Returning_Visitor
false
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0
0
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0
28
1,344.458333
0.007143
0.032381
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Nov
2
2
7
2
Returning_Visitor
false
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1
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0.2
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Nov
2
4
4
1
Returning_Visitor
false
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2
233.5
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0
36
1,081.666667
0.025
0.046852
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Nov
2
2
9
1
Returning_Visitor
false
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0
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2
135.5
0.066667
0.166667
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Dec
1
1
4
3
Returning_Visitor
false
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0
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0
11
296.5
0.036364
0.081818
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Nov
2
2
1
1
Returning_Visitor
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5
194.333333
2
38
71
2,632.189286
0.000694
0.008611
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Nov
4
2
1
2
Returning_Visitor
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0
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44
2,588.154762
0.009091
0.027273
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Dec
2
2
1
1
Returning_Visitor
false
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4
251
9
172
64
4,326.666667
0.008553
0.024503
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Dec
2
2
4
2
Returning_Visitor
false
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0
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0
55
1,119.543056
0.005455
0.008871
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Nov
1
1
1
3
Returning_Visitor
false
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2
163
0
0
136
4,201.508333
0
0.011265
0
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Dec
3
2
3
3
Returning_Visitor
false
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3
118.5
0
0
11
241.625
0
0.012727
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Dec
3
2
3
1
Returning_Visitor
true
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0
0
0
12
157
0.008333
0.033333
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Nov
3
2
7
1
Returning_Visitor
false
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1
10
0
0
11
753.5
0.02
0.04
0
0
Nov
2
2
2
2
Returning_Visitor
false
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0
0
0
0
4
48.5
0.05
0.1
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Dec
2
2
9
2
New_Visitor
false
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3
127.5
1
46.5
33
1,440.933333
0.011429
0.027211
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0
Dec
2
2
1
1
Returning_Visitor
false
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1
90
0
0
6
677
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0.04
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Dec
8
13
9
20
Other
false
0False
0
0
0
0
1
0
0.2
0.2
0
0
Nov
2
2
2
13
Returning_Visitor
false
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2
61.5
2
10
13
210
0.0125
0.03125
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Dec
3
2
4
1
Returning_Visitor
false
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8
822.666667
3
225.333333
45
1,896.966667
0.011765
0.027451
7.521155
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Dec
1
1
3
1
Returning_Visitor
false
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1
14.75
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0
38
609.34881
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0.005263
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Dec
2
2
1
2
New_Visitor
false
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0
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0
11
437.833333
0
0.024242
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Nov
3
3
3
11
New_Visitor
false
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0
0
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1
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0.2
0.2
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Nov
4
2
1
8
New_Visitor
false
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1
20
0
0
30
1,038.791667
0.006667
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Nov
3
2
1
2
Returning_Visitor
false
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3
86.75
0
0
16
1,102.5
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0.014286
0
0
Dec
1
1
2
2
Returning_Visitor
false
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3
91.666667
2
12
29
1,347.266667
0
0.008854
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Dec
2
5
1
1
Returning_Visitor
false
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0
0
0
0
16
370.666667
0.033333
0.051042
0
0
Dec
3
2
2
3
Returning_Visitor
false
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0
0
0
0
6
60.25
0.033333
0.066667
0
0
Nov
2
2
7
3
Returning_Visitor
false
1True
1
30.25
2
0
20
543.958333
0.009524
0.026984
0
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Dec
3
2
1
2
Returning_Visitor
false
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1
4
0
0
15
377.5
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0.002041
69.713214
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Nov
8
13
9
20
Other
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6
127.416667
0
0
162
5,509.717928
0.001905
0.021988
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Nov
2
2
1
1
Returning_Visitor
false
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5
43.5
0.14
0.18
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Nov
3
3
1
3
Returning_Visitor
false
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1
54.5
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0
26
449.25
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0.022222
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Dec
4
2
3
2
Returning_Visitor
false
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11
332.125
0.036364
0.090909
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Nov
2
2
6
3
Returning_Visitor
false
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10
260.25
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0
31
1,694.333333
0.017143
0.039048
15.108543
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Nov
2
2
4
3
Returning_Visitor
false
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4
441.1
0
0
20
249.821429
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0.0388
0
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Dec
1
1
1
2
Returning_Visitor
false
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8
889.166667
0
0
137
5,588.185426
0.000729
0.02632
6.898232
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Nov
2
2
1
3
Returning_Visitor
false
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5
169.975
3
106
90
4,792.380767
0.004167
0.007479
41.55802
0
Nov
3
2
6
1
Returning_Visitor
false
1True
1
0
0
0
7
174
0
0.05
0
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Nov
4
2
3
20
Returning_Visitor
false
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4
495.166667
0
0
29
988.259524
0.006452
0.009677
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Dec
1
1
1
2
New_Visitor
false
0False
0
0
0
0
7
331
0
0.014286
0
0
Nov
1
1
7
10
Returning_Visitor
true
0False