 At the , Travancore had a population of 2,480.The suburb is located between the Tullamarine Freeway and Mount Alexander Road, south of Ormond Road, however some of this area is still incorrectly referred to as Ascot Vale.Travancore was initially supposed to encompass the entirety of the area flanked by Ormond and Mount Alexander Roads and the Tullamarine Freeway.