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for the adjacency matrix). This leads nicely to the final matrix: Laplacian Matrix (L): The Laplacian Matrix of a graph is the result of subtracting the Adjacency Matrix from the Degree Matrix: Each value in the Degree Matrix is subtracted by its respective value in the Adjacency Matrix as such: