Sometimes when you follow someone, they don't follow you back in Twitter, so this tool helps you to find these people who do not follow you back. With Twitter karma you can remove all, who don't follow you back easily and can keep your Twitter account clean. Its a free tool and works fine. Have a try. I'm using this tool for several months and so far results are acceptable and good.

Code:
http://dossy.org/twitter/karma/