Dinuba is a city in Tulare County, California, United States. The population was 21,453 at the 2010 census. It is part of the Visalia Metropolitan Statistical Area. The Alta District Museum is located in Dinuba in a restored railroad station; the museum has a collection of materials to illustrate local history.