If researchers read your profile (or those of your friends or family), do you think they would have a valid understanding of who you (or they) are?

Researchers are now using social networking websites like Facebook and Twitter to gather a wide variety of data. If researchers read your profile (or those of your friends or family), do you think they would have a valid understanding of who you (or they) are? Is there a weakness of research that relies on existing sources?