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Figure 2 | EPJ Data Science

Figure 2

From: Centrality in modular networks

Figure 2

The relative difference of the outbreak size Δr as a function of the fraction of the initial spreaders \(f_{0}\) for Synthetic networks. The Degree (a), Betweenness (b), Closeness (c) and Eigenvector (d) centrality measures derived from the Modular centrality are compared to the standard counterpart designed for networks with no community structure. Networks are generated using the LFR algorithm with various μ values. For each μ value, five sample networks are generated. The final epidemic sizes are obtained by averaging 200 SIR model simulations per network for each initial spreading coverage value. Positive Δr value means higher efficiency of the measure under test as compared to the standard centrality

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