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will know what eigenvectors capture the most variability in our data. eigenvalues, eigenvectors = np.linalg.eig(covarianceMatrix) This is the vector of the eigenvalues, the first index at eigenvalues vector is associated with the first index at eigenvectors matrix. The eigenvalues: Eigenvalues of