Time series forecasting is a statistical technique used to predict future values of a time-dependent variable based on past observations. Time series data is found in a wide range of fields including finance, economics, engineering, and social sciences. Among the various time series forecasting methods, ARIMA (Autoregressive Integrated Moving Average)…