Abstract: A method and system for managing parking queries includes receiving an electronic parking query associated with a querying user, the query indicating a parking location and a parking date, clustering from user-generated event data for a plurality of non-querying users a subset of relevant user-generated event entries corresponding to the parking location and the parking date, and determining a set of parking occupancy parameters for the electronic parking query based on one or more event attributes of the relevant user-generated event entries of the subset. A parking reservation invitation may be generated based on the set of parking occupancy parameters. User-generated event data may include electronic scheduling entries and/or social media events. Parking occupancy parameters can also be augmented based on one or more additional entries.