How do you analyze feature relationships and correlations during EDA? What are the limitations of correlation analysis?

Sample answer preview

Analyzing feature relationships is crucial for understanding data structure, selecting features for modeling, and avoiding issues like multicollinearity. Start with the correlation matrix using df.corr(), which calculates Pearson correlation coefficients for all pairs of…