An unbalanced panel refers to a dataset in panel data analysis where different entities are observed for different numbers of time periods, resulting in missing data points for some entities. This contrasts with a balanced panel, where each entity is observed for the same number of time periods, and requires specialized statistical techniques to handle the irregularities in data structure.