Don't know overall, according to Wikipedia here in Edinburgh there are apparently "several hundred" - which seems quite a lot for a city of less than half a million people. Having said that, Edinburgh does get quite a few visitors (~1 million overseas visitors a year).
Everyone who runs a Bed and Breakfast business from their home? (In the UK this sector is huge).