Now I Get It: The Facebook-Cambridge Analytica controversy

Facebook is under fire once again, after bombshell reports emerged from the U.K. media and the New York Times that the data firm used by the 2016 Trump campaign, Cambridge Analytica, tried to influence Americans' votes in the presidential election by using millions of Facebook profiles. What went down between Facebook and Cambridge Analytica?