Choosing the right compression level depends on several factors: - Nature of Data: For sensitive data like patient records, lossless compression is preferable. - Purpose of Analysis: If the data is to be used for detailed analysis, lower compression levels are better to maintain data quality. - Storage and Transmission Needs: High compression levels are suitable for scenarios where storage space or bandwidth is limited.