A data set is obtained. A set of data relevance scores is calculated for the data set for a set of specific domains associated with an entity. The set of data relevance scores is updated as the relevance of the data set to one or more of the set of specific domains changes over time. A valuation is calculated for the data set based on the set of data relevance scores.