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Crowd wisdom is an essential component of sports forecasting by utiilizing the collective wisdom and observations of a varied collection of people. It reduces individual errors and encourages more precise prediction by combining different viewpoints, biases, and perspectives. Social media and online prediction platforms have increased the influence of crowd wisdom by enabling followers worldwide to offer ideas and participate in the predictions.