7th semester, assignment B: Business Analytics and Personalization Technologies
- Peak sales periods and performance of the product categories
- Peak sales periods and performance based on Revenue of the top 4 product categories for revenue
- Preparing of the data from Dataset 2 for two clustering categories
- Clustering based on price in stores and useful statistical checks
- Analysis for answering the first two questions provided by Intale about Dataset 1
- Analysis of the revenue for the stores in terms of several parameters
- Consolidation of the knowledge from the clustering on prices in stores and from Dataset 1 for Revenue analysis
- Consolidation of the knowledge from the clustering on prices in stores and from Dataset 1 for Quantity analysis
- Time series analysis on the data of Dataset 1
- Analysis to answer the first two questions provided by Intale on Dataset 2, with extra analysis on the revenue
Note: More information about the notebooks can be found in the analysis file and more about the process of each analysis in each corresponding notebook.