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Evaluation

To evaluate our tool, we computed the bus factor of 935 popular repositories on GitHub. Datasets are available in data directory.

The whole process is implemented using jupyter notebooks:

  1. Prepare data: loads the most starred repos using GraphQL API
  2. Run benchmark: loads the dataset and executes the bus factor analysis for each repo 10 times and collects the runtime metrics
  3. Process results: loads a CSV with benchmark data and plots a scatter chart based on analysis median time.