In many mythologies around the world, there is a Moon Rabbit who lives on the moon. It is based on seeing the pattern of a rabbit in the shadows of the near side of the moon.
In Japan and Korean mythology, the rabbit is pounding the ingredients for mochi or some other type of rice cake.