In this study, a mathematical model used to predict an upcoming movie success class. This will help to suggest as your interest before release based on several attributes and It will take the suggestion from different linked social sites to determine the interest of the audience. It also shows the most interesting result on top of your list. Many film studios collectively produce several hundred movies every year; the budget of this movie is of the order of hundreds of millions, making their Box office success absolutely essential for the survival of the Industry. Knowing which movie is going to succeed and which are going to fail before the release could benefit the Industry. In this paper, we have enlisted some existing movie prediction using data mining for predicting success and failure by considering their advantages and disadvantages.