Eisenberg is known for playing the roles of Walt Berkman in The Squid and the Whale , James Brennan in Adventureland , `` Columbus '' in Zombieland and Mark Zuckerberg in The Social Network . He has played featured or starring roles in films including The Squid and the Whale , Adventureland and Zombieland .