Time Series Analysis, Time Series Forecasting, Time Series Model, Machine Learning, Data Science.
following components: Image showing Trend, Seasonality and Cyclicality (Photo by Panwar Abhash Anil ) Trend: The trend shows the general tendency of the data to increase or decrease during a long period of time. A trend is a smooth, general, long-term, average tendency. It is not always necessary