Hundreds of thousands of revellers flooded Sao Paulo's Avenida Paulista Sunday (June 23) with a festive atmosphere as they sang and danced at the 23rd annual Sao Paulo Gay Pride Parade, which organisers bill as the largest gay pride parade in the world.