Chapter Metrics
Generated by: Book Metrics Python Program v0.08
Generated on: June 05, 2026 at 09:29 PM
This file contains chapter-by-chapter metrics for student-facing content.
| Chapter |
Name |
Sections |
Diagrams |
Equations |
Words |
Links |
Quiz |
Refs |
| 1 |
Chapter 1: Knowledge Graphs and Labeled Property Graphs |
17 |
4 |
0 |
7,598 |
10 |
10 |
10 |
| 2 |
Chapter 2: Semantic Layers for Data Lakes |
16 |
3 |
0 |
6,985 |
10 |
10 |
10 |
| 3 |
Chapter 3: Metadata Management and Data Governance |
15 |
5 |
0 |
8,445 |
11 |
10 |
10 |
| 4 |
Chapter 4: Enterprise Knowledge Graphs — Core Patterns |
12 |
3 |
0 |
6,415 |
12 |
10 |
10 |
| 5 |
Chapter 5: Graph Theory, Algorithms, and Advanced Enterprise KG |
17 |
3 |
0 |
6,569 |
13 |
10 |
10 |
| 6 |
Chapter 6: Metadata Registries and ISO 11179 |
18 |
3 |
0 |
6,403 |
12 |
10 |
10 |
| 7 |
Chapter 7: Process Mining, Data Lineage, and Provenance |
14 |
3 |
0 |
6,193 |
13 |
10 |
10 |
| 8 |
Chapter 8: The Context Problem and RAG Limitations |
16 |
2 |
0 |
6,239 |
15 |
10 |
10 |
| 9 |
Chapter 9: What a Context Graph Is |
17 |
2 |
0 |
5,976 |
13 |
10 |
10 |
| 10 |
Chapter 10: LLM and AI Foundations |
14 |
2 |
0 |
6,350 |
11 |
10 |
10 |
| 11 |
Chapter 11: Decision Traces: Anatomy and LPG Patterns |
15 |
2 |
1 |
6,101 |
10 |
10 |
10 |
| 12 |
Chapter 12: Incumbent Challenges in Building Context Systems |
11 |
1 |
0 |
5,483 |
11 |
10 |
10 |
| 13 |
Chapter 13: Graph Data Modeling for Context |
14 |
2 |
0 |
6,317 |
11 |
10 |
10 |
| 14 |
Chapter 14: Integrating LLMs with Context Graphs |
12 |
2 |
0 |
5,815 |
12 |
10 |
10 |
| 15 |
Chapter 15: Building and Deploying Context Graph Systems |
14 |
1 |
0 |
5,613 |
12 |
10 |
10 |
| 16 |
Chapter 16: AI Agent Architecture |
15 |
2 |
0 |
6,255 |
13 |
10 |
10 |
| 17 |
Chapter 17: Enterprise Use Cases |
13 |
2 |
0 |
5,828 |
11 |
10 |
10 |
| 18 |
Chapter 18: Compliance, Explainability, and Audit |
13 |
2 |
1 |
6,362 |
12 |
10 |
10 |
| 19 |
Chapter 19: Market Strategy and Startup Approaches |
24 |
0 |
0 |
7,502 |
9 |
10 |
10 |
| 20 |
Chapter 20: Organizational Adoption and Governance |
21 |
0 |
0 |
8,107 |
9 |
10 |
10 |
| 21 |
Chapter 21: Data Engineering and Infrastructure |
20 |
0 |
0 |
7,282 |
9 |
10 |
10 |
| 22 |
Chapter 22: Security, Privacy, and Vector Search |
19 |
0 |
0 |
7,666 |
9 |
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)