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Predicting the reality show winner using big data: X-Factor/Britain Got Talent/American Idols

I wonder, using big data and predictive analytic, can we predict the winner of x-factor or American Idols from the start of their audition performance? I think we might have a good chance to predict the winner right away. What if we

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