High Quality Content by WIKIPEDIA articles! Annandale is a suburb of Inner West Sydney in the state of New South Wales, Australia. Annandale is located within 3-5 kilometres west of the Sydney central business district and is part of the local government area of the Municipality of Leichhardt. Annandale`s northern end lies on Rozelle Bay, which is on Sydney Harbour. Glebe lies to its east, Lilyfield and Leichhardt to its west and Stanmore to its south.