Data Science, Factor Analysis, Data, Machine Learning, Statistics.
vice-versa. This pair of features encodes a similar pattern, so we can consider them as redundant. On the diagonals, we see that all features have high variance. It looks like all features are relevant and none of them are pure noise. Here’s how to plot the covariance matrix. import numpy as np