Police were forced to move the groups on and patrol the area.
It is thought that Bieber, who is currently in Australia for his Purpose World Tour, was not there at the time.
Earlier that day he enjoyed his first vegemite on toast experience in Manly, before being photographed at a McDonalds in Cremorne ordering a McFlurry.