Twitter evolved from a basic social networking platform containing only personal chat to a news media (Kwak et al. 2010). Through its trending topics feature, twitter provides its users with instant insights about events all around the globe. However, since tweets are written by ordinary users and no audit is performed on them, their credibility may be in jeopardy. Since credibility is a major criterion in information quality, numerous solutions were proposed to evaluate tweets credibility.