They are (or were) academically accessible. Remember the Cornell/Facebook study on emotional contagion?

It's not a matter of whether the study could be done. It's a matter of it being incredibly unethical to do it.

Signing up for Facebook is not sufficiently informed consent for these sorts of studies.