How do I reduce tuples in Python using pandas?

In Python, you can use the Pandas library to reduce tuples by converting them into a DataFrame and then performing reduction operations such as aggregation or summation. This is particularly useful when working with collections of data that are grouped into tuples.


            import pandas as pd

            # Sample data
            data = [(1, 'A', 100), (1, 'B', 200), (2, 'A', 300), (2, 'B', 400)]
            # Create DataFrame
            df = pd.DataFrame(data, columns=['Group', 'Category', 'Value'])
            # Reduce tuples by grouping and summing the 'Value'
            reduced_df = df.groupby(['Group', 'Category']).sum().reset_index()
            print(reduced_df)