That sure is a large spider. It looks like it's a yellow garden spider. If it's this kind of spider then it's harmless. I remember seeing these when I lived in S.C. and I used to throw bugs into the web so I could watch the spider spin it's web around the bug.

Here's another good link garden spiders.