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df_filled[column] = label_encoder.fit_transform(df_filled[column]) # Apply one-hot encoding to 'city' using get_dummies df_filled = pd.get_dummies(df_filled, columns=['city']) # Redefine and refit the scaler to the current dataset scaler = StandardScaler() scaled_features =