The U.S. data come from the yearly birth records maintained by the U.S Social Security Administration from 1880 to 2013; the U.K. data come from the UK Office of National Statistics, the Northern Ireland Statistics and Research Administration, and the Scotland General Register Office.
overall, all models predicted gender of people's names substantially above chance (50%).