Graphing Kendall's ττ

Correlation is an important and widely used concept, and it is usually taught through word explanation or graphic description accompanied with a numeric measure if such a measure exists. In this note, we explore graphing one of the commonly used correlation measures, Kendall's ττ, in such a way that we display how Kendall's ττ is calculated and see how Kendall's ττ is influenced by data features.