Question: what does acf tell us?
Answer: ACF is an (complete) auto-correlation function which gives us values of auto-correlation of any series with its lagged values . We plot these values along with the confidence band and tada! We have an ACF plot. In simple terms, it describes how well the present value of the series is related with its past values.