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In this video tutorial, the presenter demonstrates how to replace values in a column using Power Query based on specific conditions. The dataset being used is about restaurants and includes a column indicating whether smoking is allowed. In the example, smoking is no longer allowed in a particular city. The presenter shows how to create a helper column to identify values that need to be changed based on the condition. This process allows for a conditional replacement of values in the dataset.