Pareto, Power Laws, and Fat Tails

What they don’t teach you in statistics

A Black Swan. Image from Canva.

Statistics is the bedrock of data science and analytics. It gives us a powerful toolbox to objectively answer complex questions. However, many of our favorite statistical tools become useless when applied to a particular class of data — Power Laws.