Graph theory plays a crucial role in computer science, providing a powerful framework for modeling and solving complex problems. From network analysis to algorithm design, graph theory offers a versatile toolset that enables efficient data representation and manipulation. Its applications span various domains, making it an indispensable field of study in computer science.