Time Series Basics Time series can have three components Trend Seasonality Random fluctuations (noise) Stationary Time series Mean, Variance, Covariance remains constant over time (needs to remove trend, seasonal components) from time series as certain model works on Stationary time series To make series stationary , take log, differencing (or…