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8/23/2024 (and after): This graph still includes data for Biden despite the fact that he is no longer a candidate. The general forecasting model predicts the outcome for the candidate of the incumbent president's party (using the approval of the incumbent president, i.e., Biden) whether that president is running again or not!!