The Children’s Gasparilla Parade has been a part of Tampa’s Gasparilla celebration since 1947. The Children’s Gasparilla Parade (produced by the City of Tampa’s Recreation Department prior to 2002) takes place along beautiful Bayshore Boulevard and uses part of the same route as the Gasparilla Parade of the Pirates.