There's a dance supply shop in Admiralty in Admiralty Centre as well as one in North Point at Maximall on Electric Road. For "fun", I just happened to notice that they're selling tutus at the swimming clothing stall in Wanchai on Tai Yuen Street or locally known as "Toy Street".