Dinuba is a town in Tulare County, California, United States. The population was 21,006 in 2008. Current city limit signs indicate the population at 20,007. It is part of the Visalia Metropolitan Statistical Area according to the United States Census Bureau. The Alta District Museum is located in Dinuba in a restored railroad station; the museum has a collection of materials to illustrate local history.