I am very happy to tell you that you can use our Twitter Tracker to monitor hashtags on Twitter. You can find it here: http://twittercounter.com/pages/twitter-tracker
You enter your #hashtag in the search query and it will start creating graphs for it. Unfortunately, we can't filter tweets on time periods.
Please let me know if there is anything else I can help you with,