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Hemsby was once served by Hemsby railway station which was located on the Midland and Great Northern Joint Railway between Great Yarmouth (Beach) and Melton Constable.
The tight bend was a nuisance for the express trains and, later when the Midland and Great Northern Joint Railway built a branch to Saxby, the opportunity was taken to reduce the curve with Saxby station being moved in the process.
The Midland and Great Northern Joint Railway ran through the parish, part of a line that linked Great Yarmouth to Sutton Bridge via Stalham, North Walsham, Aylsham, Melton Constable, Fakenham and King's Lynn.
The line from Fakenham to Melton Constable was part of the Midland and Great Northern Joint Railway's main line from Peterborough to Great Yarmouth.
Because the Midland and Great Northern Joint Railway (M&GNJR) line approached Cromer from the west, following the coastal clifftops, it avoided the steep escarpment which had prevented the earlier line from Norwich running all the way into the town.