In place of the 4 lines above, maybe say "The :func:`~matplotlib.pyplot.boxplot` function can be used as before to go from the data to the boxplots in one step, but now the user has the flexibility to generate the statistics independently, or to modify the output of :func:`~matplotlib.cbook.boxplot_stats` prior to plotting with :func:`~matplotlib.Axes.bxp`."