A correlogram is a graphical representation that displays the autocorrelation of a time series data set at different lags. It visually illustrates how correlated the values of a time series are with its own past values, allowing for the identification of patterns or trends over time. By plotting the autocorrelation function (ACF), a correlogram helps to assess the degree of similarity between observations as a function of the time lag between them.
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