The windows show a time series with yearly seasonality, a view along the raw seasonal tube showing considerable distortion, and, partially obscured, a view of the integration of the underlying ramp.
The analyst can observe the process of decomposition of the time series and intercede to provide knowledge and analysis that will guide the system in its efforts to predict the time series into the future.