As of 2001[update] India census,[1] Walani had a population of 10,716. Males constitute 53% of the population and females 47%. Walani has an average literacy rate of 75%, higher than the national average of 59.5%: male literacy is 80%, and female literacy is 69%. In Walani, 13% of the population is under 6 years of age.