If women rule then why on average do they get paid less than men?

To a large extent because the statistics are based on income, NOT on type of work, and don't take into consideration that a woman is more likely to take time off for child-raising and other family concerns than men and so don't accrue seniority and raises at the same rate as men do. Women also tend to jobs that are shorter hours for the same family reasons.