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Community Detection

References

  • networkx
  • python-louvain
  • community visualization1
  • community visualization2
  • Dataset
    • karateclub
      • Zachary, Wayne W. “An Information Flow Model for Conflict and Fission in Small Groups.” Journal of Anthropological Research, 33, 452–473, (1977).
    • football
    • les_miserables
      • D. E. Knuth, 1993. The Stanford GraphBase: a platform for combinatorial computing, pp. 74-87. New York: AcM Press
    • networkrepository
      • title: The Network Data Repository with Interactive Graph Analytics and Visualization
      • author: Ryan A. Rossi and Nesreen K. Ahmed
      • year: 2015
        • aves-barn-swallow-contact-network
          • node: barn swallow
          • edge: interaction 0.1m and closer(undirected, weighted by frequency)
          • I used it as unweighted graph
        • ia-email-univ
          • node: user
          • edge: communication(undirected, unweighted)
        • fb-pages-artist
          • node: facebook pages
          • edge: mutually linked pages(undirected, unweighted)

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