This list ranks artists based on how many weeks they have spent with one of their songs at number one on the Billboard charts. Billboard magazine makes its music chart calculations based on airplay and record sales. In this list, Mariah Carey, who has experienced one of the greatest come backs in music history, leads the Beatles in most weeks at number one by twenty weeks.