Data Structures are fundamental components in computer science that organize and store data efficiently, enabling optimal access and modification. Common data structures include arrays, linked lists, stacks, queues, trees, and graphs, each suited to different types of operations and applications, playing a crucial role in algorithm design and performance optimization.