Yes you can change your Twitter ID. Don't.

A while back, Mark Pack wrote a couple of articles noting that if MPs were worried about breaking election campaign rules by running a Twitter account with the letters MP in it, they probably needn't be. The authorities tended to be 'sensibly flexible'; and besides, it was dead easy to change your Twitter account name. [...] read on »