The eigenvalues of the discrete fourier transform are $\{1, -1, i, -i\}$ in approximately equal proportions.
https://en.wikipedia.org/wiki/Discrete_Fourier_transform#Eigenvalues_and_eigenvectors
Is there a generalization of this transform where the eigenvalues are other roots of unity?