Cowdenbeath in the "kingdom" of Fife is a real sh*thole.
Dundee is a dump.
Bathgate / Armadale / Whitburn will never have a tourist board.
Somebody mentioned Falkirk is a dump but I'd say that Falkirk itself ain't bad but the outlying areas like Avonbridge or Langlees are a bit ruff.