The carnival features people dressed in colorful costumes _____ through the city's streets.

parading 意為「遊行、列隊行進」。完美契合 carnival (嘉年華) 與 through the city's streets (穿過城市街道) 的語境，指人們穿著彩色服裝在街上遊行，為正確答案。