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