We note that is an eigenvalue. The dimension of its eigenspace is determined by considering the nullspace of where is a matrix of ones. Clearly, the nullspace is . Also notice that is an eigenvalue since . But we have altogether counted at least eigenvalues with multiplicity. Thus, we found all of them.