Forecasting, Time Series Analysis, Fourier Transform, R, Ml So Good.
What you see, and the top plot is most important, is that there are specific parts of the time-series which stand out. Meaning that there are cycles underlying the time-series. This information can feed a model using Fourier transformations. The three plots above show the exact same thing, but at