Deducing columns of a matrix from a fact about the dimension of the column space

17 Views Asked by At

If I know the column space of a matrix $A$ is a straight line (i.e. a 1d subspace), then what does this tell me about the columns of A?

Can I determine any information?

Perhaps the columns are all linearly dependent, since we can write the column space as the span of a single vector?