Time Series Analysis, Time Series Forecasting, Time Series Model, Machine Learning, Data Science.
auto-correlation of any series with its lagged values. We plot these values along with the confidence interval. In simple terms, it describes how well the present value of the series is related with its past values. A time series can have components like trend, seasonality, cyclic and residual. ACF