Picture yourself tasting soup from one spoonful to decide if the whole pot needs salt. That tiny taste works because a well-stirred spoonful represents the pot. In statistics, we face a similar challenge — we take one sample and want to say something about a whole population. This chapter shows how sample statistics behave when we imagine taking many, many spoonfuls, and why that behavior lets us make trustworthy statements from just one.