This paper concentrates on the problem of data redundancy under the extended-possibility-based model. Based on the information gain in data classification, a measure -relation redundancy - is proposed to evaluate the degree of a given relation being redundant in whole. The properties of relation redundancy are also investigated. This new measure is useful in dealing with data redundancy.