Subgraph extraction involves identifying and isolating specific subsets of nodes and edges from a larger graph to better analyze or visualize particular network components. This process is crucial in various fields such as biology, social network analysis, and computer science, where understanding localized interactions or processes can reveal critical insights about the larger network's structure or function.