Predicting involves utilizing data and statistical methods to forecast future outcomes or trends. This research area encompasses a wide range of techniques and methodologies, such as machine learning, time series analysis, and regression analysis, to make informed predictions based on historical data patterns. Predicting is commonly used in various fields, including finance, weather forecasting, marketing, and healthcare, to anticipate future events and make better decisions. It plays a crucial role in helping organizations and individuals plan and adapt to changing circumstances.