Go to ebird.org (not sure if you have to create a free account) -- View and Explore Data -- Maps. Type in Orchard Oriole and continue. When it gives you some Data, hit the change location button, select Maryland, Entire Region.
You get maps of sightings, plus data (frequency, abundance, etc) which suggest when to start looking!