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README.md

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graphVisualization

This project builds and visualizes social graphs from Wikipedia pages.

Visualization

The graph visualizations use PageRank scores to determine node size and modularity-based clustering to determine node color.

Structure

  • src/
    • Shared scripts for crawling and building actor, politician, and tennis player graphs
  • data/actor/
    • Output data and visualization artifacts for the actor graph
  • data/politician/
    • Output data and visualization artifacts for the politician graph
  • data/tennisPlayer/
    • Output data and visualization artifacts for the tennis player graph

Outputs

Each dataset mainly produces the following files:

  • nodes.csv
  • edges.csv
  • manifest.json

Example: Tennis player graph visualization

Tennis player graph

PDFs

Notes

  • data/**/cache/ contains local crawl cache files and is not tracked by Git.
  • data/**/outputs/ contains generated artifacts and is tracked in this repository.