4 ms·Eigenvalues as the Magnitude of the Matrix3 points by vegesm 4y agojschveibinz 4y agoMy simplistic analogy: Eigenvectors are the bones (and shape) of the skeleton, and Eigenvalues are the relative sizes of the bones.