Chapter Metrics
Generated by: Book Metrics Python Program v0.08
Generated on: July 15, 2026 at 03:04 PM
This file contains chapter-by-chapter metrics for student-facing content.
| Chapter |
Name |
Sections |
Diagrams |
Equations |
Words |
Links |
Quiz |
Refs |
| 1 |
Foundations of Concept Graphs |
11 |
5 |
0 |
6,957 |
32 |
10 |
10 |
| 2 |
Concept Labeling and Metadata Standards |
10 |
4 |
0 |
5,646 |
30 |
10 |
10 |
| 3 |
Concept Dependencies and Prerequisites |
11 |
5 |
0 |
6,367 |
31 |
10 |
10 |
| 4 |
Concept Taxonomies and Ontologies |
13 |
3 |
0 |
6,628 |
29 |
10 |
10 |
| 5 |
Learning Graph Quality, Validation, and File Formats |
18 |
2 |
0 |
7,545 |
27 |
10 |
10 |
| 6 |
Bloom's Taxonomy and Learning Objectives |
15 |
2 |
0 |
6,394 |
27 |
10 |
10 |
| 7 |
Learning Theories and Instructional Design |
17 |
3 |
0 |
7,911 |
29 |
10 |
10 |
| 8 |
Cognitive Load and Knowledge Space Theory |
17 |
3 |
0 |
8,730 |
29 |
10 |
10 |
| 9 |
Mastery, Metacognition, and Instructional Sequencing |
16 |
3 |
0 |
8,474 |
28 |
10 |
10 |
| 10 |
Assessment, Feedback, and Quizzes |
16 |
3 |
0 |
7,411 |
27 |
10 |
10 |
| 11 |
Vis.js Fundamentals and Node Styling |
18 |
3 |
0 |
7,030 |
28 |
10 |
10 |
| 12 |
Edge Styling and Visual Properties |
13 |
2 |
0 |
5,415 |
28 |
10 |
10 |
| 13 |
Physics Simulation and Graph Layout |
17 |
2 |
0 |
7,019 |
28 |
10 |
10 |
| 14 |
Interactive Navigation in Vis.js |
14 |
2 |
0 |
6,028 |
29 |
10 |
10 |
| 15 |
Graph Clustering and Editing Tools |
16 |
2 |
1 |
7,633 |
28 |
10 |
10 |
| 16 |
Personalization and Adaptive Learning Paths |
24 |
3 |
0 |
9,747 |
29 |
10 |
10 |
| 17 |
Intelligent Agents and Generative AI |
16 |
3 |
0 |
8,266 |
30 |
10 |
10 |
| 18 |
Intelligent Textbooks, MicroSims, and Deployment |
17 |
5 |
0 |
10,136 |
32 |
10 |
10 |
| 19 |
Using a Skill to Generate a Learning Graph |
13 |
2 |
0 |
7,794 |
28 |
10 |
10 |
| 20 |
Graph Theory II: Paths, Traversal, and Connectivity |
10 |
1 |
0 |
5,115 |
30 |
10 |
10 |
| 21 |
Graph Metrics and Path Analysis |
10 |
1 |
0 |
4,436 |
30 |
10 |
10 |
| 22 |
Concept Metadata and Semantic Labeling Standards |
9 |
1 |
0 |
4,393 |
28 |
10 |
10 |
| 23 |
Advanced Dependency Modeling |
10 |
1 |
0 |
4,278 |
30 |
10 |
10 |
| 24 |
Taxonomy Design Deep Dive |
11 |
1 |
0 |
4,016 |
28 |
10 |
10 |
| 25 |
Graph Validation and Quality Assurance |
10 |
1 |
0 |
3,937 |
28 |
10 |
10 |
| 26 |
Data Pipeline Internals |
11 |
1 |
0 |
4,042 |
30 |
10 |
10 |
| 27 |
Learner Modeling and Advanced Assessment |
9 |
1 |
0 |
4,063 |
29 |
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)