1. A method comprising: receiving data representing a query into a collaborative dataset consolidation system, the dataset being associated with an identifier; identifying datasets relevant to the query, the datasets being disposed in disparate data repositories; determining a level of authorization associated with the identifier to access each of the datasets; generating one or more queries based on the query to access the disparate data repositories; retrieving data representing query results from the accessed disparate data repositories.