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Analyze the PCA loadings to determine which features contribute most to each of the 9 principal components # We will look at the absolute values of the loadings to assess their contribution pca_loadings_analysis_9 = pd.DataFrame( pca_components_9, columns=df_filled.columns, index=[f'PC{i+1}' for i