One of the things we noticed was that just the name (#lakers for example) misses a lot of tweets. You can look at the source JS for Twitter Bowl, but we ended up using "pittsburgh", "steelers", "roethlisberger", "tomlin", "polamalu", etc. We were able to catch a lot more relevant tweets at the time.