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When opening CSV files, having commas within values can cause issues with data interpretation. For example, in a CSV file containing data about starship crew members, values with commas like "description he is logical, comma and that is cool" can lead to unexpected results when opened in Pandas. To address this, a CSV reader must be created in Pandas to properly read and handle such data.