Forecasting, Data Science, Python, Data Visualization, Machine Learning.
The long-term movement or direction in the data (upward, downward, or stable). Seasonality: Regular, repeating patterns or cycles in the data (e.g., increased sales during holidays). Cyclical Patterns: Long-term fluctuations due to economic or business cycles, which are not of fixed frequency.