Learning Graph for AP Psychology¶
Open Learning Graph Viewer Fullscreen
This section contains the learning graph for this textbook. A learning graph is a graph of concepts used in this textbook. Each concept is represented by a node in a network graph. Concepts are connected by directed edges that indicate what concepts each node depends on before that concept is understood by the student.
A learning graph is the foundational data structure for intelligent textbooks that can recommend learning paths. A learning graph is like a roadmap of concepts to help students arrive at their learning goals.
The AP Psychology learning graph contains 387 concepts organized into 12 categories aligned with the College Board AP Psychology CED (Effective Fall 2024), spanning 5 core content units and research methods as a cross-cutting practice.
Files¶
- Course Description — source document (quality score: 100/100)
- Concept List from College Board — CED seed concepts
- Concept List — 387 numbered concept labels
- Learning Graph CSV — dependency graph with taxonomy
- Learning Graph JSON — vis-network format (387 nodes, 587 edges)
Analysis & Documentation¶
- Course Description Assessment — quality score: 100/100
- Graph Quality Analysis — valid DAG, 0 cycles, single connected component
- Concept Taxonomy — 12 categories aligned to AP CED units
- Taxonomy Distribution Report — all categories under 30% threshold
Taxonomy Color Legend¶
| TaxonomyID | Category | Color |
|---|---|---|
| FOUND | Foundation and Research Methods | SteelBlue |
| BIO | Biological Bases of Behavior | DarkGreen |
| CHEM | Neurochemistry and Psychopharmacology | Teal |
| SEN | Sensation and Perception | DodgerBlue |
| COG | Cognition and Thinking | Gold |
| MEM | Memory | DarkGoldenrod |
| DEV | Development Across the Lifespan | MediumPurple |
| LEARN | Learning and Conditioning | LimeGreen |
| SOC | Social Psychology | Crimson |
| PERS | Personality and Motivation | DarkOrchid |
| HLTH | Health Psychology and Well-Being | Coral |
| CLIN | Clinical Psychology | DarkSlateBlue |
Use the /book-installer skill to add an interactive graph viewer
once learning-graph.json exists.