The system includes interactive user interfaces that allow a user to select attributes, entities, and statistical measures to query the combined data sets. The system allows users to visually construct queries of the database. The system may automatically generate multiple queries and/or query the database multiple times in response to user interface selections. The query parameters and results can be stored and shared with other users.