The degree matrix is a diagonal matrix that contains the degrees of the vertices in a graph. Each entry on the diagonal represents the number of edges connected to a specific vertex, providing crucial information about the graph's structure and connectivity. This matrix plays a key role in the formulation of graph Laplacians, which are essential in various applications such as spectral clustering and network analysis.
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