Answer
See answer below
Work Step by Step
Since $rowspace (A)=nullspace (A) \rightarrow rank (A)=nullity (A)$
Hence, $rank (A)+nullity (A)$ is even.
Since $rank (A)+nullity (A)$ is number of columns of $A$, $A$ contains an even number of columns.