If you're doing graphics or physics, calculating the eigen vector for the eigen value 1 gives you the axis of rotation for a rotation matrix. That's a pretty s

If you're doing graphics or physics, calculating the eigen vector for the eigen value 1 gives you the axis of rotation for a rotation matrix. That's a pretty straight forward application that's also obvious from the definition of eigen values and eigen vectors.