Taxonomy Distribution Report

Overview

• Total Concepts: 242
• Number of Taxonomies: 14
• Average Concepts per Taxonomy: 17.3

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
TYPES	TYPES	51	21.1%	✅
P5JS	P5JS	24	9.9%	✅
PROF	PROF	24	9.9%	✅
UI	UI	20	8.3%	✅
META	META	20	8.3%	✅
PED	PED	20	8.3%	✅
GENAI	GENAI	16	6.6%	✅
ARCH	ARCH	12	5.0%	✅
BLOOM	BLOOM	12	5.0%	✅
RESP	RESP	11	4.5%	✅
WEB	WEB	9	3.7%	✅
ACCESS	ACCESS	9	3.7%	✅
Foundation Concepts - Prerequisites	FOUND	8	3.3%	✅
PROG	PROG	6	2.5%	ℹ️ Under

Visual Distribution

TYPES  ██████████  51 ( 21.1%)
P5JS   ████  24 (  9.9%)
PROF   ████  24 (  9.9%)
UI     ████  20 (  8.3%)
META   ████  20 (  8.3%)
PED    ████  20 (  8.3%)
GENAI  ███  16 (  6.6%)
ARCH   ██  12 (  5.0%)
BLOOM  ██  12 (  5.0%)
RESP   ██  11 (  4.5%)
WEB    █   9 (  3.7%)
ACCESS █   9 (  3.7%)
FOUND  █   8 (  3.3%)
PROG   █   6 (  2.5%)

Balance Analysis

✅ No Over-Represented Categories

All categories are under the 30% threshold. Good balance!

ℹ️ Under-Represented Categories (<3%)

• PROG (PROG): 6 concepts (2.5%)
• Note: Small categories are acceptable for specialized topics

Category Details

TYPES (TYPES)

Count: 51 concepts (21.1%)

Concepts:

• 1. p5.js MicroSim
• 1. Mermaid.js Diagrams
• 1. Process Diagrams
• 1. Flowcharts
• 1. Chart.js Library
• 1. Bar Charts
• 1. Pie Charts
• 1. Line Charts
• 1. Timeline Visualization
• 1. Geographic Maps
• 1. Leaflet.js
• 1. Network Graphs
• 1. vis-network Library
• 1. Causal Loop Diagrams
• 1. Equation Graphing
• ...and 36 more

P5JS (P5JS)

Count: 24 concepts (9.9%)

Concepts:

• 1. p5.js Library
• 1. Canvas Element
• 1. Coordinate System
• 1. Pixels
• 1. RGB Color Model
• 1. setup() Function
• 1. draw() Function
• 1. Global Variables
• 1. Local Variables
• 1. Animation Loop
• 1. Frame Rate
• 1. createCanvas()
• 1. background()
• 1. fill()
• 1. stroke()
• ...and 9 more

PROF (PROF)

Count: 24 concepts (9.9%)

Concepts:

• 1. p5.js Editor Preview
• 1. mkdocs serve
• 1. Live Preview
• 1. iframe Integration
• 1. MkDocs Embedding
• 1. HTML Slide Embedding
• 1. iframe Styling
• 1. Minimal Borders
• 1. Creative Commons
• 1. Attribution License
• 1. CC BY-NC-SA
• 1. Fullscreen Icon
• 1. Copyright Icon
• 1. Collaboration Workflow
• 1. Peer Review
• ...and 9 more

UI (UI)

Count: 20 concepts (8.3%)

Concepts:

• 1. Slider Control
• 1. Button Control
• 1. Start Button
• 1. Stop Button
• 1. Pause Button
• 1. Reset Button
• 1. createSlider()
• 1. createButton()
• 1. Input Handling
• 1. Mouse Events
• 1. mousePressed()
• 1. mouseDragged()
• 1. Keyboard Events
• 1. keyPressed()
• 1. Event Handlers
• ...and 5 more

META (META)

Count: 20 concepts (8.3%)

Concepts:

• 1. Dublin Core Metadata
• 1. Metadata Standards
• 1. Title Metadata
• 1. Creator Metadata
• 1. Subject Metadata
• 1. Description Metadata
• 1. JSON Schema
• 1. YAML Frontmatter
• 1. MicroSim Packaging
• 1. index.md File
• 1. main.html File
• 1. style.css File
• 1. script.js File
• 1. data.json File
• 1. metadata.json File
• ...and 5 more

PED (PED)

Count: 20 concepts (8.3%)

Concepts:

• 1. Cognitive Load Theory
• 1. Extraneous Load
• 1. Intrinsic Load
• 1. Germane Load
• 1. Universal Design Learning
• 1. Multiple Representations
• 1. Scaffolding Strategies
• 1. Guided Exploration
• 1. Open Exploration
• 1. PRIMM Methodology
• 1. Predict Phase
• 1. Run Phase
• 1. Investigate Phase
• 1. Modify Phase
• 1. Make Phase
• ...and 5 more

GENAI (GENAI)

Count: 16 concepts (6.6%)

Concepts:

• 1. Generative AI
• 1. Large Language Models
• 1. ChatGPT
• 1. Claude
• 1. AI Prompting
• 1. Prompt Engineering
• 1. Iterative Refinement
• 1. AI Code Generation
• 1. Code Debugging with AI
• 1. Token Limits
• 1. Context Window
• 1. AI Hallucinations
• 1. AI Limitations
• 1. Rules Files
• 1. Skills Development
• ...and 1 more

ARCH (ARCH)

Count: 12 concepts (5.0%)

Concepts:

• 1. MicroSim Architecture
• 1. Drawing Region
• 1. Control Region
• 1. Canvas Width
• 1. Canvas Height
• 1. Draw Height
• 1. Control Height
• 1. Margin Variable
• 1. Standard Layout
• 1. Two-Column Layout
• 1. Fixed Layout
• 1. Responsive Layout

BLOOM (BLOOM)

Count: 12 concepts (5.0%)

Concepts:

• 1. Bloom's Taxonomy
• 1. Remember Level
• 1. Understand Level
• 1. Apply Level
• 1. Analyze Level
• 1. Evaluate Level
• 1. Create Level
• 1. Learning Objectives
• 1. Cognitive Levels
• 1. Taxonomy Pyramid
• 1. Objective Classification
• 1. MicroSim Type Selection

RESP (RESP)

Count: 11 concepts (4.5%)

Concepts:

• 1. windowResized()
• 1. updateCanvasSize()
• 1. Container Width
• 1. Relative Positioning
• 1. Responsive Width
• 1. Dynamic Scaling
• 1. push() Function
• 1. pop() Function
• 1. translate() Function
• 1. Element Grouping
• 1. Coordinate Translation

WEB (WEB)

Count: 9 concepts (3.7%)

Concepts:

• 1. JavaScript Basics
• 1. HTML Fundamentals
• 1. CSS Basics
• 1. Web Browser
• 1. Developer Tools
• 1. Text Editor
• 1. Version Control
• 1. Git
• 1. GitHub

ACCESS (ACCESS)

Count: 9 concepts (3.7%)

Concepts:

• 1. describe() Function
• 1. Screen Reader Support
• 1. Color Contrast
• 1. Keyboard Navigation
• 1. WCAG Guidelines
• 1. Accessible Design
• 1. Educational Equity
• 1. Low-Bandwidth Design
• 1. Older Device Support

Foundation Concepts - Prerequisites (FOUND)

Count: 8 concepts (3.3%)

Concepts:

• 1. MicroSim Definition
• 1. MicroSim Uniqueness
• 1. Simplicity
• 1. Embedding
• 1. AI Driven
• 1. Educational Simulation
• 1. Interactive Learning
• 1. Web-Based Simulation

PROG (PROG)

Count: 6 concepts (2.5%)

Concepts:

• 1. Programming Fundamentals
• 1. Variables
• 1. Control Flow
• 1. Loops
• 1. Functions
• 1. Debugging Techniques

Recommendations

• ✅ Good balance: Categories are reasonably distributed (spread: 18.6%)
• ✅ MISC category minimal: Good categorization specificity

Educational Use Recommendations

• Use taxonomy categories for color-coding in graph visualizations
• Design curriculum modules based on taxonomy groupings
• Create filtered views for focused learning paths
• Use categories for assessment organization
• Enable navigation by topic area in interactive tools

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Report generated by learning-graph-reports/taxonomy_distribution.py