There are additional privacy settings in Facebook. You can determine if some or all of your Facebook data is allowed to go outside of Facebook. If you check the boxes that say your data can be public, can go outside of Facebook, then that is the kind of data we could access via social media research.
But a large percentage of data in Facebook is actually private. Social media research does not have access to it, just because people have checked that privacy box.