Converting column labels to lowercase helps maintain consistency and avoid potential issues with case sensitivity when accessing or manipulating the DataFrame. It ensures that all column names are uniform, making it easier to reference them in code without worrying about the exact casing. This practice can also improve readability and reduce errors in data processing.
