I recently wrote an article on Z-Scores which help with the problem of comparing two or more sets of exam grades when each set may have differing averages and spreads.

Even if you just have one exam grade you still have the problem of understanding how it compares to the rest of the grades, and in this post I'll write a Python implementation of percentile ranks which offer one possible solution to this problem.