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In this YouTube video tutorial, the presenter demonstrates how to insert text in a column without adding a new column using Power Query. They show how to concatenate text with existing data in a column to avoid duplicating columns and simplify the process. By using custom columns and the query interface, users can efficiently add text to their data without slowing down the process. This method streamlines the process for adding text to columns in large tables.