How empty are empty harddisks?

Formatting a harddisk is supposed to make it 'clean' right? Wrong! Here's a article that says otherwise.

The article talks about an experiment where harddisks where bought fom general sources like online auction sites like Ebay and analyzed for recoverable data. The results were quite interesting.