Figure 6

Fraction of women in top k biographies by PageRank. The relative fraction of women among the top k biographies in the empirical and baseline networks must converge to the expected ratios (dashed lines) as k increases. A fraction below the expected ratio and a slower convergence suggest that the empirically observed structure of the hyperlink network puts women (especially women born since 1900) at a disadvantage when it comes to ranking algorithms.