Time series dataObservations of a variable or several variables over timeFor example, stock prices, money supply, consumer price index, gross domestic product, annual homicide rates, automobile sales, …Time series observations are typically serially correlatedOrdering of observations conveys important informationData frequency: daily, weekly, monthly, quarterly, annually, …Typical features of time series: trends and seasonalityTypical applications: applied macroeconomics and finance