Actually beer shortage probably due to lack of carbon dioxide. Also used in packing meat products and so on.
Again as you say, probably down to distribution.

Think a lot of people in gov didn't think Brexit was going to really happen and even after the vote believed someway somehow it was going to get reversed, and never really put any planning in place for the eventuality.