Alex looks for Patricia in a grocer's, a chemist's, and a fish and chip shop which I think is the North Sea Fish Restaurant on Leigh Street. This would be near where they live, Grafton Mansions on Duke's Road, though when he leaves to go looking for her he turns right, in the other direction from Leigh Street: