THE MEAN MEANS NOTHING

Summary from the TLDR Data newsletter

A web service latency rollout shows the mean rising 9%, the median falling 46%, and p99 rising 119% within the same dataset, demonstrating how single-metric summaries can hide bimodal distributions. Further analysis like density plots, CDFs, shift functions, and ridgelines provide complementary views that together identify response size as the root cause.