Pca Analysis, Eigenvectors.
the variability of the original data. Summary Wrapping up, Eigenvectors from the co variance matrix of your normalized data, give the directions of uncorrelated features. The Eigenvalues associated with those Eigenvectors tell you the variants of your data on those features. It does products