If all elements of an irreducible matrix are nonnegative, then is an eigenvalue of and all the eigenvalues of lie on the disk
where, if is a set of nonnegative numbers (which are not all zero),
Furthermore, if has exactly eigenvalues on the circle , then the set of all its eigenvalues is invariant under rotations by about the origin.