Features: Clustering Coefficient: Calculates the clustering coefficient for a specified node in the graph, based on its neighbors and their interconnections. Average Clustering Coefficient: Computes ...

The intricate properties and relevance of graph data make it difficult to collect graph statistics privately via differential privacy (DP). Traditional centralized or local DP on graph data, face ...

The corresponding global clustering coefficient, denoted by C wei,Z, is given by the average of C i wei, Z over all nodes.. 2.5. Our Proposal: Clustering Coefficients Tailored to Correlation Matrices.