Lets say we have the following Matrix $$\left[ \begin{matrix} 2 & 0 & 0\\ 0 & 2 & 0\\ 0 & 0 & 0 \\ \end{matrix} \right]$$
Obviously a basis for this would be $$\begin{Bmatrix} \left[ \begin{matrix} 2\\ 0\\ 0\\ \end{matrix} \right] ,\left[ \begin{matrix} 0\\ 2\\ 0\\ \end{matrix} \right] \end{Bmatrix}$$ But would another valid basis be $$\begin{Bmatrix} \left[ \begin{matrix} 1\\ 0\\ 0\\ \end{matrix} \right] ,\left[ \begin{matrix} 0\\ 1\\ 0\\ \end{matrix} \right] \end{Bmatrix}$$