I beleive the answer to your question is A
The right answer for the question that is being asked and shown above is that: "diaries; newspapers; journals; magazines." An explanation of events may be found in diaries; newspapers; journals; <span>magazines. These are periodicals that tells facts and information.</span>
Over exaggerated
In the context of this passage, which is talking about how Facebook is attempting to cut down on incorrect, fake, or 'sensationalized' news, the word clearly means news that is not true or over exaggerated in a way that makes it 'click bait'-something that isn't clear, objective content.