Taxonomy Distribution Report

Overview

• Total Concepts: 350
• Number of Taxonomies: 14
• Average Concepts per Taxonomy: 25.0

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
WEBFD	WEBFD	64	18.3%	✅
ADVIZ	ADVIZ	37	10.6%	✅
JSLIB	JSLIB	34	9.7%	✅
MSIM	MSIM	31	8.9%	✅
SLIDE	SLIDE	30	8.6%	✅
LEARN	LEARN	21	6.0%	✅
Foundation Concepts - Prerequisites	FOUND	20	5.7%	✅
OVRLY	OVRLY	20	5.7%	✅
TRACK	TRACK	19	5.4%	✅
CAUSE	CAUSE	17	4.9%	✅
DEPLY	DEPLY	16	4.6%	✅
TAXON	TAXON	15	4.3%	✅
FRAME	FRAME	15	4.3%	✅
GENAI	GENAI	11	3.1%	✅

Visual Distribution

WEBFD                     █████████  64 ( 18.3%)
ADVIZ                     █████  37 ( 10.6%)
JSLIB                     ████  34 (  9.7%)
MSIM                      ████  31 (  8.9%)
SLIDE                     ████  30 (  8.6%)
LEARN                     ███  21 (  6.0%)
Foundation Concepts - Pre ██  20 (  5.7%)
OVRLY                     ██  20 (  5.7%)
TRACK                     ██  19 (  5.4%)
CAUSE                     ██  17 (  4.9%)
DEPLY                     ██  16 (  4.6%)
TAXON                     ██  15 (  4.3%)
FRAME                     ██  15 (  4.3%)
GENAI                     █  11 (  3.1%)

Balance Analysis

✅ No Over-Represented Categories

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

Category Details

WEBFD (WEBFD)

Count: 64 concepts (18.3%)

Concepts:

• 1. JavaScript Fundamentals
• 1. HTML Structure
• 1. CSS Styling
• 1. JSON Format
• 1. JSON Schema
• 1. CSV Format
• 1. Canvas Element
• 1. SVG Element
• 1. DOM Manipulation
• 1. Coordinate System
• 1. Pixel Coordinates
• 1. Relative Coordinates
• 1. Bounding Box
• 1. Hit Detection
• 1. Point-in-Polygon Test
• ...and 49 more

ADVIZ (ADVIZ)

Count: 37 concepts (10.6%)

Concepts:

• 1. Data Visualization
• 1. Information Design
• 1. Visual Encoding
• 1. Color Palette
• 1. Tooltip
• 1. Hover Highlight
• 1. Click Feedback
• 1. Visual Hierarchy
• 1. Gestalt Principles
• 1. Proximity Principle
• 1. Contrast Principle
• 1. Alignment Principle
• 1. Repetition Principle
• 1. Image Compression
• 1. PNG Format
• ...and 22 more

JSLIB (JSLIB)

Count: 34 concepts (9.7%)

Concepts:

• 1. p5.js Library
• 1. p5.js Setup Function
• 1. p5.js Draw Function
• 1. createCanvas
• 1. p5.js Event Handling
• 1. D3.js Library
• 1. Data-Driven Documents
• 1. D3 Selection
• 1. D3 Data Binding
• 1. Chart.js Library
• 1. Chart Type Selection
• 1. Bar Chart
• 1. Line Chart
• 1. Pie Chart
• 1. vis-network Library
• ...and 19 more

MSIM (MSIM)

Count: 31 concepts (8.9%)

Concepts:

• 1. MicroSim Directory
• 1. main.html File
• 1. index.md File
• 1. Dublin Core Metadata
• 1. metadata.json File
• 1. YAML Frontmatter
• 1. Title Metadata
• 1. Description Metadata
• 1. Quality Score
• 1. Social Preview Image
• 1. Open Graph Tags
• 1. Display Iframe
• 1. Copy-Paste Iframe
• 1. Fullscreen Link Button
• 1. p5.js Editor Link
• ...and 16 more

SLIDE (SLIDE)

Count: 30 concepts (8.6%)

Concepts:

• 1. List Diagram
• 1. Block List
• 1. Bullet List
• 1. Picture List
• 1. Grid List
• 1. Process Diagram
• 1. Process Arrows
• 1. Chevron Process
• 1. Timeline Diagram
• 1. Gear Process
• 1. Step Up Process
• 1. Cycle Diagram
• 1. Basic Cycle
• 1. Radial Cycle
• 1. Gear Cycle
• ...and 15 more

LEARN (LEARN)

Count: 21 concepts (6.0%)

Concepts:

• 1. Cognitive Load Theory
• 1. Dual Coding Theory
• 1. Multimedia Learning
• 1. Mayer's Principles
• 1. Signaling Principle
• 1. Segmenting Principle
• 1. Spatial Contiguity
• 1. Learning Objective
• 1. Bloom's Taxonomy
• 1. Remember Level
• 1. Understand Level
• 1. Apply Level
• 1. Analyze Level
• 1. Evaluate Level
• 1. Create Level
• ...and 6 more

Foundation Concepts - Prerequisites (FOUND)

Count: 20 concepts (5.7%)

Concepts:

• 1. Infographic
• 1. Interactive Infographic
• 1. Static Infographic
• 1. Animated Infographic
• 1. Intelligent Textbook
• 1. MicroSim
• 1. MicroSim Architecture
• 1. Iframe Element
• 1. Width-Responsive Design
• 1. Central Content Area
• 1. Drawing Canvas
• 1. Infobox
• 1. Infobox Positioning
• 1. Region
• 1. Named Region
• ...and 5 more

OVRLY (OVRLY)

Count: 20 concepts (5.7%)

Concepts:

• 1. Overlayment Pattern
• 1. Overlay JSON File
• 1. Overlay Diagram Driver
• 1. Type 1 Rectangular
• 1. Non-Overlapping Regions
• 1. Rectangular Region
• 1. Region Extent Highlight
• 1. Type 2 Complex Polygon
• 1. Polygon Region
• 1. Multi-Edge Overlay
• 1. Polygon Edge Point
• 1. Type 3 Callout to Edge
• 1. Callout Point
• 1. Edge-Aligned Label
• 1. Numbered Indicator
• ...and 5 more

TRACK (TRACK)

Count: 19 concepts (5.4%)

Concepts:

• 1. xAPI Protocol
• 1. Experience API
• 1. Event Logging
• 1. Interaction Tracking
• 1. Student Engagement Data
• 1. Learning Analytics
• 1. Lesson Plan Section
• 1. References Section
• 1. MkDocs Material Theme
• 1. GitHub Pages Deployment
• 1. Instructor Dashboard
• 1. Click Heatmap
• 1. Engagement Metrics
• 1. Session Duration
• 1. Completion Rate
• ...and 4 more

CAUSE (CAUSE)

Count: 17 concepts (4.9%)

Concepts:

• 1. Systems Thinking
• 1. Causal Loop Diagram
• 1. Circular Causality
• 1. Variable
• 1. Causal Link
• 1. Polarity Indicator
• 1. Positive Polarity
• 1. Negative Polarity
• 1. Reinforcing Loop
• 1. Balancing Loop
• 1. Loop Identifier
• 1. Feedback Loop
• 1. Vicious Cycle
• 1. Virtuous Cycle
• 1. Leverage Point
• ...and 2 more

DEPLY (DEPLY)

Count: 16 concepts (4.6%)

Concepts:

• 1. Markdown Format
• 1. MkDocs Build Process
• 1. mkdocs.yml Configuration
• 1. Navigation Structure
• 1. Site Search
• 1. Social Cards Plugin
• 1. Custom CSS Override
• 1. Admonition Block
• 1. Code Block
• 1. Mermaid Diagram
• 1. Git Version Control
• 1. GitHub Repository
• 1. Pull Request
• 1. GitHub Actions
• 1. Continuous Deployment
• ...and 1 more

TAXON (TAXON)

Count: 15 concepts (4.3%)

Concepts:

• 1. Infographic Taxonomy
• 1. Educational Infographic
• 1. Analytical Infographic
• 1. Persuasive Infographic
• 1. Promotional Infographic
• 1. Linear Format
• 1. Hierarchical Format
• 1. Comparative Format
• 1. Circular Format
• 1. Radial Format
• 1. Minimalist Infographic
• 1. Detailed Infographic
• 1. Visual Complexity
• 1. Audience Targeting
• 1. Content Domain

FRAME (FRAME)

Count: 15 concepts (4.3%)

Concepts:

• 1. Dan Roam Framework
• 1. Portrait Drawing
• 1. Chart Drawing
• 1. Map Drawing
• 1. Timeline Drawing
• 1. Flowchart Drawing
• 1. Multi-Variable Plot
• 1. Six W's Framework
• 1. SQVID Framework
• 1. Simple vs Elaborate
• 1. Qualitative vs Quantitative
• 1. Vision vs Execution
• 1. Individual vs Comparison
• 1. Delta vs Status Quo
• 1. Visual Problem Solving

GENAI (GENAI)

Count: 11 concepts (3.1%)

Concepts:

• 1. Text-to-Image LLM
• 1. Base Image Generation
• 1. AI Overlay Generation
• 1. AI Code Generation
• 1. AI-Assisted Workflow
• 1. Prompt Engineering
• 1. AI Quality Review
• 1. Editorial Control
• 1. Concept to MicroSim
• 1. No-Code Tool
• 1. Low-Code Tool

Recommendations

• ✅ Good balance: Categories are reasonably distributed (spread: 15.1%)
• ✅ 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