Churn analysis on a sample E commerce data: This is a toy example of a non-subscription marketplace. The events set contains the web logs from the seller, product, buy pages. The products set describes the items for sale.
The dataset is used to analyse the data to build a simple recommendation model using logistic regression and Decision Trees. This involves following steps
- Data Exploration
- Feature extraction
- Predict if the product will be bought or not
- Statistical analysis on the predictions
- Recommendations
Please open the pynb file for the report.