For the hundreds of millions of dollars spent on producing movies every year, predicting how they’ll perform at the box office is still more art than science. The best metric, at the moment, is nothing more than counting the number of theaters carrying the film on opening weekend.
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Wikipedia Predicts How Movies Will Perform at the Box Office