Hi there, you can change the "everybodysfavoritedotcom" portion by following these instructions: Changing a Blog Address.
Keep in mind that you won't be able to use punctuation in your site address, and since everybodysfavorite.wordpress.com is already taken by someone else, you'll need to think of another variation.
Just let us know if you have further questions.