Hi, The python files with extension ipynb can be opened in Jupiter notebook or Google Colab and power bi file with extension pbix can be opened within power bi desktop Data cleaning is done in cleaning.ipynb file. I found attributes of product in Finding_attributes.ipynb file. The analysis part is done in analysis2.ipynb file. The Machine Learning Clustering is applied in MLClustering.ipynb file. The visualization part is done in Power BI and can be seen in Visuals.pbix file