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In this Power Query tutorial, the presenter demonstrates how to replace values in a column based on specific conditions. Using a dataset of restaurants, the focus is on a column indicating whether smoking is allowed. The case study highlights a regulation in Tomato Malabas where smoking is no longer permitted. To address this, the presenter suggests creating a helper column to evaluate conditions: if the smoking status is “yes,” it indicates a need for changes to reflect the current regulations. The tutorial emphasizes how to apply conditional replacements in the dataset efficiently.