FAQ Quality Report
Generated: 2026-02-08
Source: Course description, 200-concept learning graph, 200-term glossary, 15 chapters (~93,000 words)
Output: docs/faq.md
Content Completeness Assessment
| Input | Status | Score |
|---|---|---|
| Course description (title, audience, Bloom's outcomes) | Complete, quality score 91 | 25/25 |
| Learning graph (200 concepts) | Complete | 20/25 |
| Glossary (200 terms, 9,900 words) | Complete | 15/15 |
| Total content (~124,500 words across all docs) | Excellent | 20/20 |
| Concept coverage (15/15 chapters written) | 100% | 15/15 |
Content Completeness Score: 95/100
Overall Statistics
| Metric | Value |
|---|---|
| Total questions | 92 |
| Total word count | 23,877 |
| Average answer length | 260 words |
| Chapter links | 80 |
| Anchor links (violations) | 0 |
| Example mentions | 46 |
| Categories | 6 |
Category Breakdown
| Category | Questions | Target | Status |
|---|---|---|---|
| Getting Started | 12 | 10-15 | Pass |
| Core Concepts | 28 | 20-30 | Pass |
| Technical Details | 20 | 15-25 | Pass |
| Common Challenges | 12 | 10-15 | Pass |
| Best Practices | 12 | 10-15 | Pass |
| Advanced Topics | 8 | 5-10 | Pass |
Bloom's Taxonomy Distribution
| Level | Actual | Target | Deviation |
|---|---|---|---|
| Remember | 16% | 18% | -2% |
| Understand | 30% | 30% | 0% |
| Apply | 25% | 24% | +1% |
| Analyze | 17% | 16% | +1% |
| Evaluate | 8% | 8% | 0% |
| Create | 4% | 4% | 0% |
Total deviation: 4% (well within 10% target)
Bloom's Distribution Score: 25/25
Answer Quality Analysis
| Metric | Value | Target | Status |
|---|---|---|---|
| Answers with examples | ~50% | 40%+ | Pass |
| Answers with chapter links | 87% | 60%+ | Pass |
| Average answer length | 260 words | 100-300 | Pass |
| Complete standalone answers | 92/92 (100%) | 100% | Pass |
| Anchor link violations | 0 | 0 | Pass |
Answer Quality Score: 25/25
Organization Quality
| Criterion | Score |
|---|---|
| Logical categorization | 5/5 |
| Progressive difficulty | 5/5 |
| No duplicate questions | 5/5 |
| Clear, searchable question phrasing | 5/5 |
Organization Score: 20/20
Concept Coverage
Concepts covered in FAQ: ~165/200 (82.5%)
Key concepts addressed across all categories include graph databases, nodes, edges, properties, Cypher, employee event streams, ETL pipelines, data quality, organizational modeling, ethics/privacy, centrality algorithms, community detection, NLP, sentiment analysis, machine learning, graph neural networks, influence detection, silo detection, flight risk, mentoring matching, dashboards, and end-to-end pipelines.
Notable uncovered concepts (low priority): - Calendar Events - Mobile Device Events - Desktop Activity - Software Application Logs - Login and Logout Events - Directed Acyclic Graphs - Weighted Edges - Modularity (mentioned but no dedicated question) - Motif Detection - Label Propagation (mentioned in context)
These are leaf-node or supporting concepts well covered within the chapter content itself.
Coverage Score: 25/30
Overall Quality Score
| Component | Score | Max |
|---|---|---|
| Coverage | 25 | 30 |
| Bloom's Distribution | 25 | 25 |
| Answer Quality | 25 | 25 |
| Organization | 20 | 20 |
| Total | 95 | 100 |
Validation Summary
| Check | Result |
|---|---|
| All 6 categories present | Pass |
| 92 questions (target 80-100) | Pass |
| No duplicate questions | Pass |
| Zero anchor links | Pass |
| All chapter links use correct paths | Pass |
| Markdown syntax valid | Pass |
| Questions are searchable and specific | Pass |
| Answers are standalone and complete | Pass |
Recommendations
Low Priority
- Consider adding 2-3 questions about calendar events and meeting pattern analytics
- Consider a dedicated question on directed acyclic graphs in organizational context
- Consider adding a question about motif detection for structural pattern analysis
- The Core Concepts section has 28 questions (slightly above the 25 target) - this is acceptable given the breadth of the topic
Session Summary
Created FAQ with 92 questions across 6 categories covering 82.5% of concepts. Overall quality score: 95/100. Added ~46 examples and 80 chapter links. Zero anchor link violations. Bloom's Taxonomy distribution within 4% of targets.