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This tradition originated in China. Ancient Chinese people held a ceremony in March 3 to expel bad luck near the streams, and in Japan, there was an custom floating the paper dolls to the stream or pond in the garden.
It is said that "Hina dolls" was born after "Ningyo Asobi" and "Nagashi Hina(paper dolls floated downriver)", where combined.