Especially for Facebook, Inc. (NASDAQ: FB) and Snap Inc (NYSE: SNAP), it has been a redemption of sorts. Facebook has invested in longer-term initiatives such as connectivity efforts, AI and augmented reality. Much of the weakness in Facebook shares in 2018 stemmed from scandals that rocked the company, including the data scandal involving the company and British political consulting firm Cambridge Analytica.