Essays / What is needed in an analytical essay? [2]

Hi, I'm not too clear on what is needed in an analytical essay. Yes, I know it's purpose is to analyze a writing but does this include my contradictions to the authors argument and EVIDENCE?!?! Do I or CAN I give counter evidence??? please help :)