The festival that involves the preparation of a themed float in a parade is the Mardi Gras festival. Celebrated particularly in New Orleans, this event features elaborate floats created by local krewes, showcasing creativity and cultural themes. The vibrant parades encourage community participation and celebrate the festive spirit of the season.