In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Farmers are increasingly utilizing algorithmic strategies to achieve optimal pumpkin production. Such innovative approaches leverage data analysis to identify factors that influence pumpkin performance. By analyzing historical data and real-time agrological conditions,