First we'll extract all ( top X ) facebook profiles with whom this user mostly interacted in facebook comments.
Let me be little more clear about interaction. If this user has commented on some facebook profile's photos/ posts/ videos etc.; if this user has replied to some comment - all these are considered to be interaction.
And after collecting those informations, we'll plot a bar chart with facebook profile names & corresponding involvement count.
Note: self == YOU, denotes how many times you've interacted with yourself in comments i.e. responding to your own comment/ commenting to your own post.
