You can look at raw logs too.
Referer info is easily changed such as with Firefox plugins or firewall software, and some crawlers leave referer “spam” with fake referers.
Come to think of it, is that really “spam”?
Edit: Similar with user-agents (browser id’s) and even IP’s.
Anyway, the stat’s and logs are interesting, but not reliable.