Adding New Columns: In this step, we add new columns to the DataFrame. These could be based on existing columns or new data you want to include. We'll also look at adding columns conditionally.

Adding New Columns: In this step, we add new columns to the DataFrame. These could be based on existing columns or new data you want to include. We'll also look at adding columns conditionally.