{
  "name": "Computational Social Science Benchmark Graph Corpora",
  "description": "Comparative topological characteristics and scale metrics across five foundational empirical networks from the Stanford Large Network Dataset Collection (SNAP), used widely in computational social science research.",
  "page": "https://casrai.org/guides/computational-social-science",
  "publisher": "CASRAI",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "dateModified": "2026-11-14T01:10:05Z",
  "temporalCoverage": "1993/2012",
  "spatialCoverage": "Global",
  "columns": [
    {
      "name": "Dataset Identifier",
      "unit": "",
      "description": "Canonical SNAP repository identifier"
    },
    {
      "name": "Empirical Domain",
      "unit": "",
      "description": "Sociological or communicative context of the network"
    },
    {
      "name": "Graph Directedness",
      "unit": "",
      "description": "Whether ties are symmetric (undirected) or directed"
    },
    {
      "name": "Node Count",
      "unit": "nodes",
      "description": "Total number of actors in the observed graph"
    },
    {
      "name": "Edge Count",
      "unit": "edges",
      "description": "Total observed unweighted dyadic ties"
    },
    {
      "name": "Largest Component Nodes",
      "unit": "nodes",
      "description": "Actor count in the largest connected component"
    }
  ],
  "rows": [
    {
      "Dataset Identifier": "ca-GrQc",
      "Empirical Domain": "Scientific Co-authorship (Physics)",
      "Graph Directedness": "Undirected",
      "Node Count": 5242,
      "Edge Count": 14496,
      "Largest Component Nodes": 4158
    },
    {
      "Dataset Identifier": "wiki-Vote",
      "Empirical Domain": "Governance and Peer Voting",
      "Graph Directedness": "Directed",
      "Node Count": 7115,
      "Edge Count": 103689,
      "Largest Component Nodes": 7066
    },
    {
      "Dataset Identifier": "ca-AstroPh",
      "Empirical Domain": "Scientific Co-authorship (Astrophysics)",
      "Graph Directedness": "Undirected",
      "Node Count": 18772,
      "Edge Count": 198110,
      "Largest Component Nodes": 17903
    },
    {
      "Dataset Identifier": "email-Enron",
      "Empirical Domain": "Organizational Email Exchange",
      "Graph Directedness": "Undirected",
      "Node Count": 36692,
      "Edge Count": 183831,
      "Largest Component Nodes": 33696
    },
    {
      "Dataset Identifier": "com-DBLP",
      "Empirical Domain": "Scientific Co-authorship (Computer Science)",
      "Graph Directedness": "Undirected",
      "Node Count": 317080,
      "Edge Count": 1049866,
      "Largest Component Nodes": 317080
    }
  ],
  "sources": [
    {
      "title": "SNAP: Arxiv GR-QC collaboration network",
      "url": "https://snap.stanford.edu/data/ca-GrQc.html",
      "accessed": "2026-11-13"
    },
    {
      "title": "SNAP: Wikipedia admin vote network",
      "url": "https://snap.stanford.edu/data/wiki-Vote.html",
      "accessed": "2026-11-13"
    },
    {
      "title": "SNAP: Arxiv Astro-Physics collaboration network",
      "url": "https://snap.stanford.edu/data/ca-AstroPh.html",
      "accessed": "2026-11-13"
    },
    {
      "title": "SNAP: Enron email network",
      "url": "https://snap.stanford.edu/data/email-Enron.html",
      "accessed": "2026-11-13"
    },
    {
      "title": "SNAP: DBLP computer science collaboration network",
      "url": "https://snap.stanford.edu/data/com-DBLP.html",
      "accessed": "2026-11-13"
    }
  ]
}