In today's data-driven era, decision tree diagrams, as an intuitive and powerful analytical tool, are gradually becoming a powerful assistant for decision makers in all walks of life. This article will introduce the concept, composition, drawing tutorials , examples , etc. of decision tree diagrams in an easy-to-understand way to help readers master this powerful tool and improve decision-making efficiency and quality.