This document discusses the evolution of data from structured databases to modern unstructured big and small data. It notes that while big data gets most attention, comparatively little data falls into that category. Between the size and unstructured nature of data today, it is surprising that any information can be found, and it is difficult to ask the right question to uncover what you need as you often only get one chance.