Whether you want to predict the temperature of the environment or estimate electricity consumption for the next few months, stationarity of time series models is necessary if you want the forecasting model to work well. Most of the time series models are non-stationary either it gives an upward or downward trend or seasonal effects.

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How To Check Time-Series Stationarity?A Beginners Guide in Python
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