Yearly Review was also totally broken if the language of your Facebook activities wasn't en_US. I don't know how well it worked for Americans, but across the pond it tended to pick up nonsense. Hell, the only photos that were in any way relevant or interesting on my Yearly Review were screenshots from Kerbal Space Program...
I say it needs much, much more work.