Quiz Generation Quality Report
Generated: 2026-02-08
Execution Mode: Parallel (4 agents)
Wall-clock Time: ~11 minutes
Overall Statistics
- Total Chapters: 15
- Total Questions: 150
- Avg Questions per Chapter: 10
- Content Readiness: All chapters 5,000+ words (excellent)
Execution Summary
| Agent |
Chapters |
Questions |
Status |
| Agent 1 |
Ch 1-4 |
40 |
Complete |
| Agent 2 |
Ch 5-8 |
40 |
Complete |
| Agent 3 |
Ch 9-12 |
40 |
Complete |
| Agent 4 |
Ch 13-15 |
30 |
Complete |
Per-Chapter Summary
| # |
Chapter |
Questions |
Bloom's (R/U/Ap/An/Ev/Cr) |
Answers (A/B/C/D) |
| 1 |
Introduction to Organizational Analytics |
10 |
4/2/1/3/0/0 |
3/3/2/2 |
| 2 |
Graph Database Fundamentals |
10 |
4/3/1/2/0/0 |
2/3/3/2 |
| 3 |
Employee Event Streams |
10 |
4/4/0/2/0/0 |
3/2/3/2 |
| 4 |
Data Pipelines and Graph Loading |
10 |
2/3/3/2/0/0 |
2/3/3/2 |
| 5 |
Modeling the Organization |
10 |
3/3/3/1/0/0 |
2/3/2/3 |
| 6 |
Ethics, Privacy, and Security |
10 |
2/3/3/2/0/0 |
2/3/3/2 |
| 7 |
Centrality and Pathfinding |
10 |
3/3/2/2/0/0 |
2/3/3/2 |
| 8 |
Community and Similarity |
10 |
2/3/3/2/0/0 |
2/3/3/2 |
| 9 |
Natural Language Processing |
10 |
2/3/3/2/0/0 |
3/3/2/2 |
| 10 |
Machine Learning and Graph ML |
10 |
2/3/3/2/0/0 |
2/2/3/3 |
| 11 |
Organizational Insights |
10 |
1/2/2/3/1/1 |
2/3/3/2 |
| 12 |
Recognition, Alignment, and Innovation |
10 |
1/2/2/3/1/1 |
2/2/3/3 |
| 13 |
Talent Management and Placement |
10 |
2/2/2/2/1/1 |
2/3/2/3 |
| 14 |
Reporting and Dashboards |
10 |
1/2/3/2/1/1 |
2/3/3/2 |
| 15 |
Capstone Projects and Integration |
10 |
1/2/2/3/1/1 |
2/3/2/3 |
Bloom's Taxonomy Distribution (Overall)
| Level |
Count |
Percentage |
Target Range |
| Remember |
34 |
23% |
15-40% |
| Understand |
40 |
27% |
20-40% |
| Apply |
33 |
22% |
15-30% |
| Analyze |
31 |
21% |
5-25% |
| Evaluate |
5 |
3% |
0-10% |
| Create |
5 |
3% |
0-5% |
All levels fall within target ranges. Early chapters emphasize Remember/Understand; later chapters shift toward Analyze/Evaluate/Create.
Answer Balance (Overall)
| Answer |
Count |
Percentage |
| A |
33 |
22% |
| B |
41 |
27% |
| C |
41 |
27% |
| D |
35 |
23% |
Distribution is balanced within acceptable range (20-30% per option).
Chapter Type Classification
| Type |
Chapters |
Bloom's Emphasis |
| Introductory |
1-3 |
40% Remember, 40% Understand |
| Intermediate |
4-10 |
25% Remember, 30% Understand, 30% Apply |
| Advanced |
11-15 |
Apply, Analyze, Evaluate, Create |
Content Readiness Scores
| Chapter |
Word Count |
Readiness |
| Ch 1 |
5,679 |
Excellent |
| Ch 2 |
6,409 |
Excellent |
| Ch 3 |
6,139 |
Excellent |
| Ch 4 |
6,728 |
Excellent |
| Ch 5 |
5,203 |
Excellent |
| Ch 6 |
6,444 |
Excellent |
| Ch 7 |
6,141 |
Excellent |
| Ch 8 |
5,675 |
Excellent |
| Ch 9 |
6,619 |
Excellent |
| Ch 10 |
6,772 |
Excellent |
| Ch 11 |
6,366 |
Excellent |
| Ch 12 |
5,714 |
Excellent |
| Ch 13 |
6,617 |
Excellent |
| Ch 14 |
6,617 |
Excellent |
| Ch 15 |
6,315 |
Excellent |
Files Created
| File |
Description |
docs/chapters/01-intro-to-organizational-analytics/quiz.md |
Quiz for Chapter 1 |
docs/chapters/02-graph-database-fundamentals/quiz.md |
Quiz for Chapter 2 |
docs/chapters/03-employee-event-streams/quiz.md |
Quiz for Chapter 3 |
docs/chapters/04-data-pipelines-and-graph-loading/quiz.md |
Quiz for Chapter 4 |
docs/chapters/05-modeling-the-organization/quiz.md |
Quiz for Chapter 5 |
docs/chapters/06-ethics-privacy-and-security/quiz.md |
Quiz for Chapter 6 |
docs/chapters/07-centrality-and-pathfinding/quiz.md |
Quiz for Chapter 7 |
docs/chapters/08-community-and-similarity/quiz.md |
Quiz for Chapter 8 |
docs/chapters/09-natural-language-processing/quiz.md |
Quiz for Chapter 9 |
docs/chapters/10-machine-learning-and-graph-ml/quiz.md |
Quiz for Chapter 10 |
docs/chapters/11-organizational-insights/quiz.md |
Quiz for Chapter 11 |
docs/chapters/12-recognition-alignment-innovation/quiz.md |
Quiz for Chapter 12 |
docs/chapters/13-talent-management-and-placement/quiz.md |
Quiz for Chapter 13 |
docs/chapters/14-reporting-and-dashboards/quiz.md |
Quiz for Chapter 14 |
docs/chapters/15-capstone-projects-and-integration/quiz.md |
Quiz for Chapter 15 |
docs/learning-graph/quiz-generation-report.md |
This report |