Data verification is the systematic process of ensuring the accuracy, completeness, and consistency of data within a dataset or system. This methodological approach investigates the reliability and integrity of data by applying predefined checks, rules, and comparisons to identify and rectify errors, thereby enhancing data quality and ensuring the validity of subsequent analysis, research findings, and decision-making processes.