Taxonomy Distribution Report

Overview

• Total Concepts: 400
• Number of Taxonomies: 13
• Average Concepts per Taxonomy: 30.8

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
XCUT	XCUT	55	13.8%	✅
Foundation Concepts - Prerequisites	FOUND	38	9.5%	✅
GARD	GARD	38	9.5%	✅
PRACT	PRACT	36	9.0%	✅
INDOOR	INDOOR	35	8.8%	✅
Advanced Topics	ADV	32	8.0%	✅
ARCH	ARCH	29	7.2%	✅
TYPES	TYPES	27	6.8%	✅
ECOL	ECOL	26	6.5%	✅
ART	ART	22	5.5%	✅
FUTURE	FUTURE	22	5.5%	✅
WATER	WATER	20	5.0%	✅
EDUC	EDUC	20	5.0%	✅

Visual Distribution

XCUT                      ██████  55 ( 13.8%)
Foundation Concepts - Pre ████  38 (  9.5%)
GARD                      ████  38 (  9.5%)
PRACT                     ████  36 (  9.0%)
INDOOR                    ████  35 (  8.8%)
Advanced Topics           ████  32 (  8.0%)
ARCH                      ███  29 (  7.2%)
TYPES                     ███  27 (  6.8%)
ECOL                      ███  26 (  6.5%)
ART                       ██  22 (  5.5%)
FUTURE                    ██  22 (  5.5%)
WATER                     ██  20 (  5.0%)
EDUC                      ██  20 (  5.0%)

Balance Analysis

✅ No Over-Represented Categories

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

Category Details

XCUT (XCUT)

Count: 55 concepts (13.8%)

Concepts:

• 1. Scientific Observation
• 1. Field Notebook Skills
• 1. Lab Safety
• 1. Microscopy Basics
• 1. Digital Documentation
• 1. Research Skills
• 1. Literature Review Basics
• 1. Presentation Skills
• 1. Technical Writing
• 1. Collaborative Learning
• 1. Project Management
• 1. Design Thinking
• 1. Iterative Prototyping
• 1. Evidence-Based Practice
• 1. Critical Thinking
• ...and 40 more

Foundation Concepts - Prerequisites (FOUND)

Count: 38 concepts (9.5%)

Concepts:

• 1. Moss Definition
• 1. Bryophytes
• 1. Liverworts
• 1. Hornworts
• 1. Non-Vascular Plants
• 1. Vascular Plants
• 1. Plant Evolution
• 1. Land Plant Origins
• 1. Moss Diversity
• 1. Moss Classification
• 1. Moss vs Ferns
• 1. Moss vs Grass
• 1. Moss vs Succulents
• 1. Moss vs Algae
• 1. Vascular System
• ...and 23 more

GARD (GARD)

Count: 38 concepts (9.5%)

Concepts:

• 1. Moss Garden Benefits
• 1. Low Maintenance Gardens
• 1. No Mowing Required
• 1. Shade Tolerance
• 1. Moss Aesthetic Qualities
• 1. Site Assessment
• 1. Light Conditions
• 1. Moisture Levels
• 1. Soil Acidity
• 1. Soil pH Testing
• 1. Climate Zones
• 1. Hardiness Zones
• 1. Species Selection
• 1. Moss Garden Site Prep
• 1. Removing Existing Grass
• ...and 23 more

PRACT (PRACT)

Count: 36 concepts (9.0%)

Concepts:

• 1. Ethical Harvesting
• 1. Wild Harvesting Concerns
• 1. Harvesting Permits
• 1. Sustainable Collection
• 1. Moss Propagation
• 1. Fragmentation Method
• 1. Moss Slurry Method
• 1. Slurry Myths
• 1. Division Method
• 1. Spore Propagation
• 1. Growth Medium Prep
• 1. Moss Nursery Setup
• 1. Commercial Suppliers
• 1. Sustainability Certs
• 1. Browning Moss Causes
• ...and 21 more

INDOOR (INDOOR)

Count: 35 concepts (8.8%)

Concepts:

• 1. Mossarium Definition
• 1. Open Mossariums
• 1. Closed Mossariums
• 1. Mossarium Materials
• 1. Glass Container Selection
• 1. Substrate Layers
• 1. Drainage Layer
• 1. Activated Charcoal Layer
• 1. Mossarium Soil Mix
• 1. Mossarium Assembly
• 1. Humidity Balance
• 1. Condensation Management
• 1. Mossarium Lighting
• 1. LED Grow Lights
• 1. Natural Light Needs
• ...and 20 more

Advanced Topics (ADV)

Count: 32 concepts (8.0%)

Concepts:

• 1. Systems Thinking
• 1. Distributed Systems
• 1. Resilience Patterns
• 1. Low-Resource Optimization
• 1. Feedback Loops
• 1. Emergent Properties
• 1. Biomimicry
• 1. Water Capture Strategies
• 1. Surface Optimization
• 1. Passive Design Lessons
• 1. Bio-Inspired Materials
• 1. Growth Rate Measurement
• 1. Moisture Sensors
• 1. Data Collection Methods
• 1. Experimental Design
• ...and 17 more

ARCH (ARCH)

Count: 29 concepts (7.2%)

Concepts:

• 1. Green Roofs
• 1. Green Roof Types
• 1. Extensive Green Roofs
• 1. Intensive Green Roofs
• 1. Moss Roof Benefits
• 1. Roof Structural Load
• 1. Roof Waterproofing
• 1. Passive Cooling
• 1. Moisture Buffering
• 1. Sound Absorption
• 1. Thermal Insulation
• 1. Stormwater Management
• 1. Runoff Reduction
• 1. Heat Island Effect
• 1. Heat Island Mitigation
• ...and 14 more

TYPES (TYPES)

Count: 27 concepts (6.8%)

Concepts:

• 1. Sheet Moss
• 1. Cushion Moss
• 1. Haircap Moss
• 1. Rock Cap Moss
• 1. Sphagnum Moss
• 1. Peat Moss
• 1. Fern Moss
• 1. Mood Moss
• 1. Reindeer Moss
• 1. Java Moss
• 1. Star Moss
• 1. Broom Moss
• 1. Plume Moss
• 1. Forest Moss
• 1. Aquatic Moss
• ...and 12 more

ECOL (ECOL)

Count: 26 concepts (6.5%)

Concepts:

• 1. Moss Ecology
• 1. Ecosystem Services
• 1. Soil Formation
• 1. Primary Succession
• 1. Microhabitats
• 1. Moss in Forests
• 1. Moss in Tundra
• 1. Moss in Wetlands
• 1. Moss in Deserts
• 1. Moss Biodiversity
• 1. Bioindicator Species
• 1. Urban Ecology
• 1. Ecological Monitoring
• 1. Moss Microbiome
• 1. Moss-Associated Bacteria
• ...and 11 more

ART (ART)

Count: 22 concepts (5.5%)

Concepts:

• 1. Moss Art Overview
• 1. Framed Moss Art
• 1. Moss Paintings
• 1. Moss Graffiti
• 1. Living Sculptures
• 1. Sculpture Armatures
• 1. Moss Substrates for Art
• 1. Moss Color in Design
• 1. Texture in Moss Art
• 1. Moss Photography Art
• 1. Japanese Garden Design
• 1. Wabi-Sabi Philosophy
• 1. Zen Garden Principles
• 1. Moss in Ikebana
• 1. Historical Moss Uses
• ...and 7 more

FUTURE (FUTURE)

Count: 22 concepts (5.5%)

Concepts:

• 1. Moss in Space Habitats
• 1. Closed-Loop Ecosystems
• 1. Life Support Systems
• 1. Low-Resource Plants
• 1. Mars Habitat Design
• 1. Synthetic Biology
• 1. Engineered Moss
• 1. Gene Editing Overview
• 1. Bioengineering Ethics
• 1. Bio-Materials
• 1. Moss-Based Insulation
• 1. Carbon-Negative Materials
• 1. Sustainable Packaging
• 1. Biodegradable Materials
• 1. Circular Economy
• ...and 7 more

WATER (WATER)

Count: 20 concepts (5.0%)

Concepts:

• 1. Water Retention
• 1. Capillary Action
• 1. Water Absorption Mechanics
• 1. Fog Harvesting
• 1. Rainfall Interception
• 1. Evapotranspiration
• 1. Hydrological Cycle
• 1. Moss Water Storage
• 1. Desiccation Tolerance
• 1. Rehydration Ability
• 1. Carbon Sequestration
• 1. Carbon Cycle
• 1. Moss as Carbon Sink
• 1. Climate Change Effects
• 1. Moss Climate Indicators
• ...and 5 more

EDUC (EDUC)

Count: 20 concepts (5.0%)

Concepts:

• 1. Moss in K-12 Education
• 1. Hands-On Moss Labs
• 1. Outdoor Exploration
• 1. Simple Experiments
• 1. Moss STEM Integration
• 1. Biology Lesson Plans
• 1. Systems Thinking Labs
• 1. Microscope Activities
• 1. Moss Journaling
• 1. Nature Walk Curriculum
• 1. Moss in Senior Living
• 1. Therapeutic Gardens
• 1. Low-Maintenance Greenery
• 1. Sensory Engagement
• 1. Horticultural Therapy
• ...and 5 more

Recommendations

• ✅ Excellent balance: Categories are evenly distributed (spread: 8.8%)
• ✅ 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

---

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