Causal Diagram Visualization: Tools & Best Practices

{
  "id": "causal-diagram-visualization",
  "numericId": "E743",
  "path": "/internal/reports/causal-diagram-visualization/",
  "filePath": "internal/reports/causal-diagram-visualization.mdx",
  "title": "Causal Diagram Visualization: Tools & Best Practices",
  "quality": 46,
  "readerImportance": 12,
  "researchImportance": 14.5,
  "tacticalValue": null,
  "contentFormat": "article",
  "tractability": null,
  "neglectedness": null,
  "uncertainty": null,
  "causalLevel": null,
  "lastUpdated": "2026-03-13",
  "dateCreated": "2025-01-08",
  "llmSummary": "Comprehensive survey of visualization tools (DAGitty, Vensim, STELLA, etc.) and academic literature on causal diagram visualization, with assessment of current implementation against best practices. Identifies concrete enhancement opportunities including semantic zoom, node search, and SVG export.",
  "description": "Research on complex interactive causal diagram tools, academic literature, and best practices for large-scale graph visualization",
  "ratings": {
    "novelty": 2,
    "rigor": 4,
    "actionability": 5,
    "completeness": 6
  },
  "category": "reports",
  "subcategory": "research",
  "clusters": [
    "ai-safety"
  ],
  "metrics": {
    "wordCount": 1746,
    "tableCount": 13,
    "diagramCount": 0,
    "internalLinks": 3,
    "externalLinks": 32,
    "footnoteCount": 0,
    "bulletRatio": 0.22,
    "sectionCount": 38,
    "hasOverview": false,
    "structuralScore": 12
  },
  "suggestedQuality": 80,
  "updateFrequency": null,
  "evergreen": false,
  "wordCount": 1746,
  "unconvertedLinks": [],
  "unconvertedLinkCount": 0,
  "convertedLinkCount": 0,
  "backlinkCount": 1,
  "hallucinationRisk": {
    "level": "medium",
    "score": 55,
    "factors": [
      "no-citations"
    ]
  },
  "redundancy": {
    "maxSimilarity": 12,
    "similarPages": [
      {
        "id": "diagram-naming-research",
        "title": "Factor Diagram Naming: Research Report",
        "path": "/internal/reports/diagram-naming-research/",
        "similarity": 12
      }
    ]
  },
  "changeHistory": [
    {
      "date": "2026-02-15",
      "branch": "claude/internal-pages-infrastructure-Y2TWq",
      "title": "Internal pages entity infrastructure",
      "summary": "Added full entity infrastructure to internal pages (style guides, architecture docs, research reports, schema docs). Internal pages now have the `internal` entity type, get auto-assigned E* numeric IDs (E698-E731), are included in the search index, and participate in backlinks/related graph computation. Includes review fixes: filtering internal pages from public explore/home, converting all 7 remaining .md files, adding `internal` to data/schema.ts, and updating all `shouldSkipValidation`/`pageType === 'documentation'` checks.",
      "pr": 142
    }
  ],
  "coverage": {
    "passing": 4,
    "total": 13,
    "targets": {
      "tables": 7,
      "diagrams": 1,
      "internalLinks": 14,
      "externalLinks": 9,
      "footnotes": 5,
      "references": 5
    },
    "actuals": {
      "tables": 13,
      "diagrams": 0,
      "internalLinks": 3,
      "externalLinks": 32,
      "footnotes": 0,
      "references": 0,
      "quotesWithQuotes": 0,
      "quotesTotal": 0,
      "accuracyChecked": 0,
      "accuracyTotal": 0
    },
    "items": {
      "llmSummary": "green",
      "schedule": "red",
      "entity": "red",
      "editHistory": "green",
      "overview": "red",
      "tables": "green",
      "diagrams": "red",
      "internalLinks": "amber",
      "externalLinks": "green",
      "footnotes": "red",
      "references": "red",
      "quotes": "red",
      "accuracy": "red"
    },
    "editHistoryCount": 1,
    "ratingsString": "N:2 R:4 A:5 C:6"
  },
  "readerRank": 576,
  "researchRank": 527,
  "recommendedScore": 119.6
}

No external links