When constructing a forecasting model, it is crucial to consider the most recent historical period for which data is available. This serves as the foundation for predicting future trends and is known as the base period. The subsequent period, or the first one to be predicted, is referred to as the forecast period. Understanding this concept is essential for accurate financial forecasting.