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scaler.transform(test_df.drop('Close', axis=1)) # Convert the scaled data back to a DataFrame train_scaled_df = pd.DataFrame(train_scaled, columns=train_df.columns[:-1], index=train_df.index) test_scaled_df = pd.DataFrame(test_scaled, columns=test_df.columns[:-1], index=test_df.index) # Merge the