Incomplete records in epidemiology refer to datasets that lack some of the necessary information. This missing data can occur for various reasons, such as non-response from study participants, data entry errors, or loss of records. Incomplete records are a common issue in epidemiological studies and can significantly affect the validity and reliability of research findings.