Chapter Metrics
Generated by: Book Metrics Python Program v0.08
Generated on: June 03, 2026 at 12:10 PM
This file contains chapter-by-chapter metrics for student-facing content.
| Chapter | Name | Sections | Diagrams | Equations | Words | Links | Quiz | Refs |
|---|---|---|---|---|---|---|---|---|
| 1 | Introduction to Organizational Analytics | 18 | 6 | 0 | 7,704 | 12 | 10 | 10 |
| 2 | Graph Database Fundamentals | 22 | 5 | 0 | 7,780 | 11 | 10 | 10 |
| 3 | Employee Event Streams | 21 | 5 | 0 | 7,742 | 11 | 10 | 10 |
| 4 | Data Pipelines and Graph Loading | 27 | 5 | 0 | 8,370 | 12 | 10 | 10 |
| 5 | Modeling the Organization | 31 | 4 | 0 | 6,108 | 12 | 10 | 10 |
| 6 | Ethics, Privacy, and Security | 25 | 4 | 0 | 8,024 | 11 | 10 | 10 |
| 7 | Graph Algorithms: Centrality and Pathfinding | 19 | 5 | 0 | 7,676 | 11 | 10 | 10 |
| 8 | Graph Algorithms: Community and Similarity | 26 | 5 | 0 | 7,307 | 12 | 10 | 10 |
| 9 | Natural Language Processing | 18 | 6 | 0 | 8,170 | 12 | 10 | 10 |
| 10 | Machine Learning and Graph ML | 24 | 5 | 0 | 8,386 | 13 | 10 | 10 |
| 11 | Organizational Insights | 29 | 5 | 0 | 7,174 | 15 | 10 | 10 |
| 12 | Recognition, Alignment, and Innovation | 18 | 5 | 0 | 6,906 | 14 | 10 | 10 |
| 13 | Talent Management and Placement | 24 | 5 | 0 | 7,131 | 14 | 10 | 10 |
| 14 | Reporting and Dashboards | 20 | 5 | 0 | 8,119 | 14 | 10 | 10 |
| 15 | Capstone Projects and Integration | 21 | 6 | 5 | 7,750 | 16 | 10 | 10 |
Metrics Explanation
- Chapter: Chapter number (leading zeros removed)
- Name: Chapter title from index.md
- Sections: Count of H2 and H3 headers in chapter markdown files
- Diagrams: Count of H4 headers starting with '#### Diagram:'
- Equations: LaTeX expressions using $ and $$ delimiters
- Words: Word count across all markdown files in the chapter
- Links: Markdown-formatted links
[text](url) - Quiz: Number of quiz questions in the chapter's quiz.md (0 if none)
- Refs: Number of references in the chapter's references.md (0 if none)