How do I map tuples in Python using pandas?

Python, Pandas, Tuples, Data Mapping, DataFrame

Learn how to map tuples in Python using the Pandas library to efficiently manipulate and analyze your data.


        import pandas as pd

        # Sample data
        data = {
            'A': [(1, 'apple'), (2, 'banana'), (3, 'cherry')],
            'B': [(4, 'date'), (5, 'fig'), (6, 'grape')]
        }

        # Creating DataFrame
        df = pd.DataFrame(data)

        # Mapping tuples in column 'A' to a new column 'C'
        df['C'] = df['A'].apply(lambda x: x[1])  # Extracting the second element of each tuple
        
        print(df)