In December 2015, the United Nations passed a resolution to recognize on February 11 each year women's contributions to the field.
The UN's research showed females "continued to be excluded from participating fully in science", with the number of science graduates significantly lower than males.
That doesn't mean women have not excelled in science — far from it.