Data Entry Errors: Mistakes made during manual data entry. Missing Data: Incomplete data due to various reasons, including non-responses or lost records. Measurement Errors: Inaccuracies in the methods used to collect data. Bias: Systematic errors that distort data, such as selection bias or information bias.