An apparatus, computer-readable medium, and computer-implemented method for data subsetting, including receiving a request comprising a criterion indicating a criterion table in a plurality of tables of a database, as schema of the database corresponding to an entity graph, the entity graph comprising a plurality of entities corresponding to the plurality of tables and a plurality of directed edges connecting the plurality of entities, determining directed edges in the plurality of directed edges that must be traversed in both directions in order to traverse all entities in the entity graph starting from a criterion entity corresponding to the criterion table, generating, an ordered list of edges for the entity graph based on the directed edges that must be traversed in both directions and topological ordering, and generating a subset of data from the plurality of tables based on the ordered list of edges for the entity graph and the request.