Historically Otley was a market-town and the centre of a large ecclesiastical parish in the wapentakes of Skyrack and Claro in the West Riding of Yorkshire.
Otley and Wharfedale ward has a population of 24,000, and Otley itself has a population of 14,348, according to the Census 2001.