This analysis is continuously being done. You can find it for your country easily. In most developed countries a ~5% gap exists. This is usually attributed to men being more aggressive in negotiations.
I’d also factor in maternity, too. I believe research shows that women’s salaries lag significantly after they give birth, even if they take no time off.