Venus played a key role in many Roman religious festivals and myths. She is the Goddess of love, beauty, fertility and sexuality.
In Glory of Rome, if chosen, she increases your population when offerings are sacrificed to him.
For more information on the Gods of Glory of Rome see Choosing a Deity