"but the large majority of the population who did not vote for it."
I guess elementary maths. is not your strongest subject?

The large majority of the population did NOT vote for it. A relatively small marotiy OF THOSE WHO VOTED did favour leaving.

We have no knowledge of how those who did not vote would have voted, but it is factually accurate to say they did not vote for it.