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oxy86 committed Dec 16, 2024
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<li>Matrix routines: <a href="/manual/analysis/#plot-adjacency">Adjacency plot</a>, <a href="/manual/analysis/#laplacian-matrix">Laplacian matrix</a>, <a href="manual/analysis/#degree-matrix">Degree matrix</a>, <a href="/manual/analysis/#cocitation-matrix">Cocitation</a>, etc.</li>
<li>Advanced measures for social network analysis such as <a href="/manual/analysis/#centralities-and-prestige">centrality and prestige indices</a> (e.g., <a href="/manual/analysis/#eigenvector-centrality-or-gould-index-evc">eigenvector centrality</a>, <a href="/manual/analysis/#closeness-centrality-cc">closeness centrality</a>, <a href="/manual/analysis/#betweenness-centrality-bc">betweenness centrality</a>, <a href="/manual/analysis/#information-centrality-ic">information centrality</a>, <a href="/manual/analysis/#power-centrality-pc">power centrality</a>, <a href="/manual/analysis/#proximity-prestige-pp">proximity prestige</a>, and <a href="/manual/analysis/#pagerank-prestige-prp">pagerank prestige</a>).</li>
<li>Fast algorithms for <a href="/manual/analysis/#community-detection">community detection</a>, such as <a href="/manual/analysis/#triad-census">triad census</a>, <a href="/manual/analysis/#clique-census">clique census</a>, etc.</li>
<li>Structural equivalence analysis using <a href="/manual/analysis">hierarchical clustering</a>, actor similarities, tie profile dissimilarities, and Pearson coefficients.</li>
<li>Structural equivalence analysis using <a href="/manual/analysis#hierarchical-cluster-analysis-hca">hierarchical clustering</a>, actor similarities, tie profile dissimilarities, and Pearson coefficients.</li>
<li><a href="/manual/visualization">Layout models</a> based on prominence indices (e.g., circular, level, nodal sizes by centrality score) or on force-directed placement (e.g., <a href="/manual/visualization#kamada-kawai-layout">Kamada-Kawai</a>, <a href="/manual/visualization#fruchterman-reingold-layout">Fruchterman-Reingold</a>).</li>
<li><a href="/manual/gui#relations">Multirelational network loading and editing</a>.</li>
<li>Random network creation using various models (<a href="/manual/generate/#scale-free-s-f-networks">Barabási–Albert Scale-Free</a>, <a href="/manual/generate/#erd%C5%91sr%C3%A9nyi-er-networks">Erdős–Rényi</a>, <a href="/manual/generate/#small-world-sw-networks">Watts-Strogatz Small-World</a>, d-regular, ring lattice, etc.).</li>
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