Are social media to blame for the polarisation of political opinion?

I often see video clips and comments on my FaceBook timeline with political content that tends to reinforce my liberal beliefs. I have come to dislike these as shallow and manipulative but they have an emotional content that is hard to dismiss. Is this phenomenon helping to drive the polarisation in American politics? Does everyone receive these unsolicited political messages?