The underlying pattern in the time series is an important factor in selecting a forecasting
method. Thus, a time series plot should be one of the first things developed when
trying to determine what forecasting method to use. If we see a horizontal pattern, then
we need to select a method appropriate for this type of pattern. Similarly, if we observe