Here's a few tutorials for taking your web-based mapping on.
Harvesting Tweets: this tutorial shows you how to harvest tweets using Python or Java.
Dynamic mapping Twitter with Node.js: this tutorial shows you how to map Tweets as they are sent on GoogleMaps, using Node.js on a server to compile the Tweets.