How do you view analytics from more than 3 months ago? Can I get a six month report?

You can get a report as far back as you like. We announced the new reporting tools a while back. I think they are still in beta and slowly rolling out.

In your site dashboard go to Analytics & Reports > Reports. You can create your own custom reports too!