Your group? This is especially important if you have experience in this area.
Your company? EDS maintains its own project history database. You search it by type of project, complexity, technology, and try to find a match. It contains actual data, not their estimates.
Other companies? We buy this information externally.
This is one important reason why you need project metrics.