The main geeky convention calendar is, as the name suggests, a calendar. That’s helpful when looking for events by date but not so much by location. This page can help with location searches.
Search engine is case sensitive.
Sadly, Google Data Studio will not allow the site to embed a map (Google Maps is a commercial product) but you can find an interactive atlas of geeky conventions at this dashboard.