A computerized datacenter contextual search query interpretation method includes receiving a search query from a user; displaying search suggestions based on the search query and obtaining a selected one of the search suggestions. Any time period associated with the search query is identified, instructions based on the selected search suggestion and any time period for searching a data model of a datacenter are generated to obtain search results and display a graphical visualization of the search results.