The RMarkdown document that I used to generate all the plots in my presentation How Humans See Data http://conferences.oreilly.com/velocity/devops-web-performance-eu/public/schedule/detail/54354

My goal with this document is to give some intuition on when averaging sample percentiles give useful results and when it doesn't. Additionally, I hope to demonstrate the utility of simulating statistical processes to develop deeper intuition and understanding.