This is because rabbits are Chang 'e's pets and accompany Chang 'e on the moon. Chang 'e is a beautiful fairy in heaven.
Rabbit is one of the twelve zodiac signs, and the fourth and twelfth branches belong to Mao, so the Mao at twelve o'clock every day is from five to seven in the morning, which is also called "rabbit time".