A picture can be worth a thousand words. Multiple pictures indicates a relationship. If someone’s been tagged in over a thousand pictures, they’re likely a chronic alcoholic with a mood disorder. If they are female and are obviously not exploiting facebook for material gain they probably have a personality disorder.
The real key to finding out information is of course cross referencing find mutual friends and friends who have open profiles of the researchee and have at it.