Question: what is the difference between spearman and kendall correlation?
Answer: In the normal case, the Kendall correlation is preferred than the Spearman correlation because of a smaller gross error sensitivity (GES) (more robust) and a smaller asymptotic variance (AV) (more efficient). If you are interested in other cases, you may compute their GES and AV by yourself.