The copyright market is notorious for, making it a difficult asset class to analyze and predict. Traditional approaches to forecasting often prove inadequate with the rapid changes and developments inherent in this dynamic environment. To effectively navigate the complexities of copyright markets, a quantitatively driven approach is essential. This