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Node ranking tool with dependency ranking

quickstart

Run /NetworkCentralityCalculator/runApp.R in an R environment.

You can now navigate to localhost:3200 in your browser and calculate different ranking metrics on a test graph or upload your own graph.

Example of dependency centrality

Ranking metrics

The tool offers 5 different ranking or "centrality" metrics

  • Degree Centrality
  • Closeness Centrality
  • Betweenness Centrality
  • Eigen Centrality
  • Dependency Centrality

The meaning of the metrics, how they are calculated and how to use the tool is explained in the paper.