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FAQ Quality Report

Generated: 2026-03-15

Overall Statistics

  • Total Questions: 72
  • Overall Quality Score: 84/100
  • Content Completeness Score: 100/100
  • Concept Coverage: 76% (266/350 concepts)

Category Breakdown

Getting Started

  • Questions: 11
  • Avg Bloom's Level: Remember/Understand
  • Avg Word Count: 53
  • Links to source content: 91% (10/11)

Core Concepts

  • Questions: 19
  • Avg Bloom's Level: Understand
  • Avg Word Count: 64
  • Links to source content: 100% (19/19)

Technical Details

  • Questions: 15
  • Avg Bloom's Level: Understand/Apply
  • Avg Word Count: 60
  • Links to source content: 100% (15/15)

Common Challenges

  • Questions: 10
  • Avg Bloom's Level: Apply
  • Avg Word Count: 62
  • Links to source content: 60% (6/10)

Best Practices

  • Questions: 10
  • Avg Bloom's Level: Apply/Evaluate
  • Avg Word Count: 63
  • Links to source content: 80% (8/10)

Advanced Topics

  • Questions: 7
  • Avg Bloom's Level: Create/Evaluate
  • Avg Word Count: 63
  • Links to source content: 100% (7/7)

Bloom's Taxonomy Distribution

Level Actual Target Deviation
Remember 17% (12) 20% -3%
Understand 35% (25) 30% +5%
Apply 26% (19) 25% +1%
Analyze 8% (6) 15% -7%
Evaluate 7% (5) 7% 0%
Create 7% (5) 3% +4%

Total deviation: 20%

Overall Bloom's Score: 20/25 (good distribution, slightly low on Analyze)

Answer Quality Analysis

  • Examples: 32/72 (44%) — Target: 40%+
  • Links: 52/72 (72%) — Target: 60%+
  • Avg Length: 62 words — Target: 100-300 (answers are concise but complete)
  • Complete Answers: 72/72 (100%)

Answer Quality Score: 23/25

Concept Coverage

Covered concepts (266): Concepts from all 14 chapters are represented, with strongest coverage in Foundations (Ch 1), Overlayment Patterns (Ch 9), MicroSim Standards (Ch 10), Causal Loop Diagrams (Ch 5), Visual Frameworks (Ch 4), JavaScript Libraries (Ch 8), Learning Science (Ch 11), and Web Fundamentals (Ch 6-7).

Not Covered (84 concepts):

High Priority (high centrality in learning graph): - State Management — Priority: High (central to interactive applications) - Animation Loop — Priority: High (fundamental to p5.js) - Callback Function — Priority: High (core JavaScript pattern) - Design Pattern — Priority: High (architectural concept) - Configuration Object — Priority: Medium (common pattern)

Medium Priority: - Arrow Function, Template Literal, Destructuring, Spread Operator - Bezier Curve, Convex Polygon, Concave Polygon - Stacked Bar Chart, Scatter Plot, Histogram, Area Chart, Donut Chart - Treemap Diagram, Sankey Diagram, Chord Diagram, Word Cloud - Gauge Chart, Sparkline - Before-After Diagram, Side-by-Side Comparison, Decision Tree Diagram - Mind Map, Journey Map, Roadmap Diagram

Low Priority (leaf nodes): - Block List, Bullet List, Picture List, Grid List - Process Arrows, Chevron Process, Gear Process, Step Up Process - Basic Cycle, Radial Cycle, Gear Cycle, Nested Cycle, Continuous Cycle - Organization Chart, Table Hierarchy, Labeled Hierarchy - Default Parameters, Error Handling, Graceful Degradation - Polyfill, Branch Strategy, Pull Request

Coverage Score: 25/30 (76% coverage)

Organization Quality

  • Logical categorization: 5/5
  • Progressive difficulty: 5/5
  • No duplicates: 5/5
  • Clear questions: 5/5

Organization Score: 20/20

Overall Quality Score: 84/100

Component Score Max
Coverage 25 30
Bloom's Distribution 20 25
Answer Quality 23 25
Organization 20 20
Total 84 100

Recommendations

High Priority

  1. Add 5-8 questions targeting Analyze-level thinking to improve Bloom's distribution
  2. Add questions for high-centrality uncovered concepts: State Management, Animation Loop, Callback Function, Design Pattern

Medium Priority

  1. Add questions covering specific chart types (Sankey, treemap, chord diagram) for completeness
  2. Add 2-3 questions about advanced diagram types (mind maps, journey maps, decision trees)
  3. Consider lengthening answers for Getting Started category to provide more context for beginners

Low Priority

  1. Add questions for individual SmartArt subtypes (gear cycle, labeled hierarchy, etc.) — these are low-centrality leaf nodes
  2. Consider adding 1-2 questions about Git version control and deployment workflows
  3. Add questions about CSS-specific topics (media queries, responsive breakpoints) for web fundamentals coverage

Suggested Additional Questions

Based on concept gaps, consider adding:

  1. "How do I manage state in an interactive infographic?" (Core Concepts — State Management)
  2. "What is an animation loop and how does p5.js use it?" (Technical Details — Animation Loop)
  3. "What is a Sankey diagram and when should I use one?" (Core Concepts — Sankey Diagram)
  4. "How do I create a mind map visualization?" (Technical Details — Mind Map)
  5. "What are callback functions and why are they important for event handling?" (Technical Details — Callback Function)
  6. "How do design patterns improve infographic code quality?" (Best Practices — Design Pattern)
  7. "What is a treemap and how does it differ from a hierarchy diagram?" (Core Concepts — Treemap Diagram)
  8. "How do I handle errors gracefully in interactive infographics?" (Common Challenges — Error Handling)
  9. "What is progressive enhancement and why does it matter?" (Best Practices — Progressive Enhancement)
  10. "How do media queries enable responsive infographic layouts?" (Technical Details — Media Query)