Do $(0,1)$ and $(1,0)$ span the same column space? I have found a question that asks whether matrix B is a multiple of matrix A if both of them have the same 4 fundamental subspaces. The answer was that 2 invertible matrices can have the same 4 fundamental matrices and not be multiple of each others. An example provided: $\begin{bmatrix}1 & 0 \\ 0 & 2\end{bmatrix}, \begin{bmatrix} 2 & 0 \\ 0 & 1 \end{bmatrix}$. However, as I asked in the beginning how can it be possible that $(1, 0)$ and $(0, 1)$ span the same column space?
2026-05-14 21:26:28.1778793988
Do $(0,1)$ and $(1,0)$ span the same column space?
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The column space of each of the two matrices $$\begin{bmatrix}1 & 0 \\ 0 & 2\end{bmatrix}, \begin{bmatrix} 2 & 0 \\ 0 & 1 \end{bmatrix}$$
is a subspace generated by the columns of the matrix.
Since the columns of each matrix are two linearly independent vectors, the column space of each is a two dimensional subspace of $ R^2$ which is $ R^2$.
Thus they have the same column space.