Question: is eigenvector and eigenspace the same?
Answer: scalar λ is called an eigenvalue of A, vector x = 0 is called an eigenvector of A associated with eigenvalue λ, and the null space of A − λIn is called the eigenspace of A associated with eigenvalue λ. ... The corresponding eigenvectors are the nonzero solutions of the linear system (A − λIn)x = 0.