My father sent me this paper (author’s version here) a little while ago on “Univariate Distribution Relationships.” It contains the following stunning chart:

Univariate Distributions in a Nutshell

All I can say is : wow. Pretty amazing, no?

As simplified version of the chart has been put up by John Cook.