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Social Network Analysis

Usage

You can create conda env from file for convenience: conda env create -f conda_env.yml.

Structure

  • data/: data files should be there as names provided from zip. Full data files are in .gitignore, only samples in git for quick testing stuff. May add more samples
  • src/
    • notebook/: notebook stuff, presenting etc
    • pyhton/: add modules there

ToDo:

  • do Todos (R DONE)
  • implement modularity maximization (R DONE)
  • Strache bug fix + deep dive (V DONE)
  • Community von einem Artikel -> Nodes davon nehmen -> Lookup auf Following Graph -> Similarity berechnen (O DONE)
  • Metriken finden um zwei Communities zu vergleichen (O, G DONE)
  • Plot similarity between timestamps and "final state" = last timestep (scale 0-1) (V DONE)
    • needs Similarity measure = #interactions (similar to line plot in semantic.ipynb)
  • Line Chart: plot relative interactions for each community over time (#interactions / #members), similar to lineplot in semantic.ipynb (G DONE kinda)
  • Cyclic behavior -> do above plot each day and plot them on top of each other (R DONE)
    • add vertical lines for biggest articles (R DONE)
  • Präsi (G)
  • Report
    • theoretical background
      • community detection (mod maxim) (R)
      • anderer der langsamer war: Girvan-Newman (O)

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Social Network Analysis

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