The types of searches you mentioned don't even monetize well on Google. The reason Google search is a profit machine is because people search for stuff like "lowest credit card rates", "refinance mortgage", "best shoes for my wedding".

Searches for "Japan Tsunami" and "Justing Beiber" are not revenue generating searches. Twitter's searches are only marginally monetizable.