Machine Learning, Data Science, Dimensionality Reduction, Intuition, Linear Algebra.
certain multiple of x, or y=mx (a line through the origin). The more faithfully our variables exhibit this relationship, the larger the covariance, and vice versa. If you look closely at the animation above Claim #2, you’ll find that the more the data deviates from the line, the larger the angle