# Adding the labels from part #4 to df_emotions dataframe df_emotions_labeled = df_emotions df_emotions_labeled['clustering_label'] = labels # Build dummy variables based on the clustering_label column clustering_label_dummy = pd.get_dummies(df_emotions_labeled['clustering_label'], prefix='cluster', drop_first=True) # combine the dummy variables with the original DataFrame df_emotions_labeled = pd.concat([df_emotions_labeled, clustering_label_dummy], axis=1) # Drop clustering_label column df_emotions_labeled = df_emotions_labeled.drop('clustering_label', axis=1) df_emotions_labeled