Tutorials¶
Clustering¶
For getting started, we recommend Quanp’s implementations for S&P500 member companies that contain preprocessing, clustering and the identification of features that defined a group/cluster of companies.
Medium Post is also available at https://medium.com/analytics-vidhya/characterising-companies-based-on-financial-metrics-during-covid19-1a6ce9cc4ada
Medium Post is also available at https://quantitative-python.medium.com/characterizing-outperformed-companies-1-month-post-covid19-vaccine-success-d03185e167a9
Factor Analysis¶
This tutorial analysed and visualized the underlying features that explain each principle component/factor extracted from the S&P500 member companies.
Medium Post is also available at https://medium.com/swlh/factor-analysis-characterising-companies-based-on-financial-metrics-3d5fcc4e8b6f