Online Shopping Dataset Description

We obtained the dataset/csv from archive.ics.uci.edu/ml/datasets/Online+Shoppers+Purchasing+Intention+Dataset. It is from UC Irvine’s Machine Learning Repository.

We can also find the dataset at: www.kaggle.com/datasets/henrysue/online-shoppers-intention and/or github.com/gagan3012/online-shoppers-intention-/blob/master/online_shoppers_intention.csv

Dataset comprises of 10 numerical and 8 categorical attributes that can describe online shopper’s purchasing intentions and behaviour. It is created over 12330 sessions over a one year period of unique users.

It can be noted that the dataset is not perfectly balanced with 84.5% being users that did not end with a purchase.