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do so, we will first create a new DataFrame called ‘arima_df’, which is likely to contain the predicted values from an ARIMA model. We will set the index of ‘arima_df’ to match the original DataFrame ‘dataset_ex_df’ and name the column ‘ARIMA’. # Create arima DF using predictions arima_df =