A moving average is a statistical calculation used to analyze data points by creating a series of averages of different subsets of the full data set, smoothing out short-term fluctuations and highlighting longer-term trends or cycles. It is widely used in time series analysis, particularly in financial markets to identify potential trends and reversals by averaging price data over a specified period.