Can someone help me understand internet specs?

I'm looking to get Xfinity but I'm not sure what a good download and upload speed is. And whether mbps is mega bits per sec or megabytes per sec. Also I live in Nashville so I imagine I would need higher coverage since I'm in a congested neighborhood