Today Twitter launched their very own suggestion tool.  You can locate the suggestion tool in the “Find People” link in the top right hand corner.

Basically the tool suggests people for you to follow.  It is unknown at this point what the algorithm is that it actually uses to help find people.

Try out the Twitter Suggestion Tool today.