Is there a way to do this? I cannot seem an easy way to interface pandas series with plotting a CDF. Answer In case you are also interested in the values, not just the plot. This will always work (discrete and continuous distributions) Alternative example with a sample drawn from a continuous distribution or you have a lot of individual