In today's data-driven world, businesses are constantly seeking innovative methods to understand current trends and anticipate future outcomes. Predictive analytics has emerged as a powerful tool for this purpose, leveraging extensive datasets and sophisticated algorithms to generate precise forecasts about potential events. By analyzing historical