What is 'Stationarity' in time series?

Approach: Define a time series whose statistical properties do not change over time.

A time series is stationary if its mean, variance, and autocorrelation structure do not change over time. Many statistical models assume stationarity to make reliable predictions.

Follow-up: How do you make a series stationary?

Key concepts: mean, variance, autocorrelation.