The Balham Hill and East Croydon line was constructed by the London Brighton and South Coast Railway (LB&SCR) as a short-cut on the Brighton Main Line to London Victoria, avoiding Crystal Palace and Norwood Junction. It was opened on 1 December 1862. Norbury station itself was opened January 1878.
It is in Travelcard Zone 3.
The Wikipedia page is