One of the most used matrix in physics is
where $a$, $b$, $c$ are real numbers.
It is interesting that as we go from
to the previous matrix, the eigenstates change from
no matter how small $b$ is.
A useful trick when solving the eigensystem is to remove an identity from the matrix because it only shifts the eigenvalue by a certain amount.