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In this video tutorial, the presenter demonstrates how to insert text in a column without adding a new column using Power BI Query. They show how to add the text "months" to a column containing numbers representing months and explain how to do it efficiently without duplicating columns or slowing down the process. The process involves using custom columns and concatenating the text with the numbers.