Number of rows in the training set: 903653
Number of columns in the training set: 59
Number of rows in the test set: 804684
Number of columns in the test set: 57
The most visit times for a customer in train set is: 63315
95.00% of customers spend less than: $0.00
97.50% of customers spend less than: $0.00
99.00% of customers spend less than: $2718.00
99.90% of customers spend less than: $37980.83
99.99% of customers spend less than: $227456.03
The 6 most common sources of traffic are :
google: 400788
youtube.com: 212602
(direct): 143028
mall.googleplex.com: 66416
Partners: 16411
analytics.google.com: 16172
The transaction revenues by region are:
Maharashtra 2.425614e+02
Metro Manila 7.747378e+03
Dublin City 8.188525e+03
North Holland 1.242876e+04
Buenos Aires 1.464111e+04
Istanbul 1.617852e+04
Masovian Voivodeship 1.677920e+04
Lima Region 2.118172e+04
Bangkok 2.139318e+04
Bogota 2.140061e+04
Delhi 2.328344e+04
Gujarat 2.524784e+04
Tel Aviv District 2.609964e+04
Karnataka 3.491600e+04
County Dublin 3.695068e+04
Attica 3.818966e+04
Taipei City 4.643462e+04
Bucharest 5.308176e+04
Stockholm County 5.589286e+04
Prague 7.415563e+04
Hamburg 7.598566e+04
Tbilisi 8.287805e+04
Kanagawa Prefecture 8.886154e+04
Vienna 9.644695e+04
Ile-de-France 1.103596e+05
England 1.106228e+05
Zurich 1.211298e+05
Indiana 1.270909e+05
New South Wales 1.324615e+05
State of Sao Paulo 1.341299e+05
... ...
Oregon 8.943442e+05
Utah 9.832258e+05
Tokyo 1.049342e+06
not available in demo dataset 1.271398e+06
Minnesota 1.373160e+06
Pennsylvania 1.806549e+06
Nevada 1.911752e+06
Missouri 2.058062e+06
New Jersey 2.086270e+06
Iowa 2.183053e+06
North Carolina 2.453425e+06
Ontario 2.811494e+06
Texas 3.275673e+06
Alberta 3.455433e+06
California 3.493169e+06
South Carolina 3.756324e+06
Colorado 3.987917e+06
Arizona 4.105956e+06
District of Columbia 4.190588e+06
Nebraska 4.513235e+06
Washington 4.603500e+06
Georgia 7.096050e+06
Virginia 7.131867e+06
New York 8.329000e+06
Massachusetts 8.669727e+06
Illinois 9.612773e+06
Michigan 1.035626e+07
Tennessee 1.135995e+07
Pichincha 2.100941e+07
Zulia 2.304556e+07
[79 rows x 1 columns]
85.96% of all visitors to the site visit exactly once.
Number of rows in the training set: 903653 Number of columns in the training set: 59 Number of rows in the test set: 804684 Number of columns in the test set: 57 The most visit times for a customer in train set is: 63315 95.00% of customers spend less than: $0.00 97.50% of customers spend less than: $0.00 99.00% of customers spend less than: $2718.00 99.90% of customers spend less than: $37980.83 99.99% of customers spend less than: $227456.03
The 6 most common sources of traffic are : google: 400788 youtube.com: 212602 (direct): 143028 mall.googleplex.com: 66416 Partners: 16411 analytics.google.com: 16172
Channel Grouping Counts: Organic Search: 381561 Social: 226117 Direct: 143026 Referral: 104838 Paid Search: 25326 Affiliates: 16403 Display: 6262 (Other): 120 Mean Total Revenue by Channel Grouping Display: $1251.00 Referral: $621.37 Direct: $304.03 Paid Search: $171.99 Organic Search: $85.54 (Other): $8.32 Affiliates: $3.64 Social: $2.17
The transaction revenues by region are: Maharashtra 2.425614e+02 Metro Manila 7.747378e+03 Dublin City 8.188525e+03 North Holland 1.242876e+04 Buenos Aires 1.464111e+04 Istanbul 1.617852e+04 Masovian Voivodeship 1.677920e+04 Lima Region 2.118172e+04 Bangkok 2.139318e+04 Bogota 2.140061e+04 Delhi 2.328344e+04 Gujarat 2.524784e+04 Tel Aviv District 2.609964e+04 Karnataka 3.491600e+04 County Dublin 3.695068e+04 Attica 3.818966e+04 Taipei City 4.643462e+04 Bucharest 5.308176e+04 Stockholm County 5.589286e+04 Prague 7.415563e+04 Hamburg 7.598566e+04 Tbilisi 8.287805e+04 Kanagawa Prefecture 8.886154e+04 Vienna 9.644695e+04 Ile-de-France 1.103596e+05 England 1.106228e+05 Zurich 1.211298e+05 Indiana 1.270909e+05 New South Wales 1.324615e+05 State of Sao Paulo 1.341299e+05 ... ... Oregon 8.943442e+05 Utah 9.832258e+05 Tokyo 1.049342e+06 not available in demo dataset 1.271398e+06 Minnesota 1.373160e+06 Pennsylvania 1.806549e+06 Nevada 1.911752e+06 Missouri 2.058062e+06 New Jersey 2.086270e+06 Iowa 2.183053e+06 North Carolina 2.453425e+06 Ontario 2.811494e+06 Texas 3.275673e+06 Alberta 3.455433e+06 California 3.493169e+06 South Carolina 3.756324e+06 Colorado 3.987917e+06 Arizona 4.105956e+06 District of Columbia 4.190588e+06 Nebraska 4.513235e+06 Washington 4.603500e+06 Georgia 7.096050e+06 Virginia 7.131867e+06 New York 8.329000e+06 Massachusetts 8.669727e+06 Illinois 9.612773e+06 Michigan 1.035626e+07 Tennessee 1.135995e+07 Pichincha 2.100941e+07 Zulia 2.304556e+07
[79 rows x 1 columns] 85.96% of all visitors to the site visit exactly once.