import pandas as pd def label_dataset(data, columns_to_label, new_column_names): # Dummy labeling logic for demonstration labeled_data = data.copy() for col, new_col in zip(columns_to_label, new_column_names): # Replace this with your actual labeling logic labeled_data[new_col] = labeled_data[col].apply(lambda x: f"Labeled-{x}") return labeled_data