Taxonomy Distribution Report

Overview

• Total Concepts: 133
• Number of Taxonomies: 8
• Average Concepts per Taxonomy: 16.6

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
Substance Use Awareness and Prevention	SUB	30	22.6%	✅
Skill Standards	SKIL	25	18.8%	✅
Human Growth, Development, and Sexual Health	GROW	20	15.0%	✅
Mental and Emotional Health	EMOT	20	15.0%	✅
Personal Health and Wellness	WELL	15	11.3%	✅
Personal Safety and Violence Prevention	SAFE	13	9.8%	✅
Food and Nutrition	FOOD	9	6.8%	✅
Foundations	FOUND	1	0.8%	ℹ️ Under

Visual Distribution

Substance Use Awareness a ███████████  30 ( 22.6%)
Skill Standards           █████████  25 ( 18.8%)
Human Growth, Development ███████  20 ( 15.0%)
Mental and Emotional Heal ███████  20 ( 15.0%)
Personal Health and Welln █████  15 ( 11.3%)
Personal Safety and Viole ████  13 (  9.8%)
Food and Nutrition        ███   9 (  6.8%)
Foundations                  1 (  0.8%)

Balance Analysis

✅ No Over-Represented Categories

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

ℹ️ Under-Represented Categories (<3%)

• Foundations (FOUND): 1 concepts (0.8%)
• Note: Small categories are acceptable for specialized topics

Category Details

Substance Use Awareness and Prevention (SUB)

Count: 30 concepts (22.6%)

Concepts:

• 1. Substance Use Disorder
• 1. Relapse
• 1. Misusing Over-The-Counter Medications
• 1. Misusing Prescription Medications
• 1. Alcohol Misuse Consequences
• 1. Illegal Substance Consequences
• 1. Alcohol Effects On Developing Body And Brain
• 1. Commercial Tobacco Effects On Developing Body And Brain
• 1. Nicotine Effects On Developing Body And Brain
• 1. Cannabis Effects On Developing Body And Brain
• 1. Illegal Drug Effects On Developing Body And Brain
• 1. Cultural Teachings That Protect Youth
• 1. Commercial Tobacco Addiction
• 1. Traditional Tobacco And Plant Medicine Use
• 1. Medication Storage And Disposal Safety
• ...and 15 more

Skill Standards (SKIL)

Count: 25 concepts (18.8%)

Concepts:

• 1. Social Norms And Health Practices
• 1. Public Health Policy Influence
• 1. Family And Cultural Influence On Health Behavior
• 1. Peer And Media Influence On Health Behavior
• 1. Strategies To Identify Health Influences
• 1. Valid Health Information Sources
• 1. Situations Needing Professional Support
• 1. Evaluating Validity Of Health Information
• 1. Verbal And Nonverbal Communication
• 1. Conflict-Resolution Skills
• 1. Self-Advocacy Skills
• 1. Refusal Skills
• 1. Communicating Boundaries And Consent
• 1. Decision-Making Process
• 1. Evaluating Decision Consequences
• ...and 10 more

Human Growth, Development, and Sexual Health (GROW)

Count: 20 concepts (15.0%)

Concepts:

• 1. Relationship Structures
• 1. Healthy Relationship Characteristics
• 1. Unhealthy Relationship Characteristics
• 1. Romantic Relationships
• 1. Seeking Help About Relationships Or Development
• 1. Comprehensive Health Care
• 1. Adolescent Access To Health Care
• 1. STI Transmission
• 1. HIV
• 1. STI Signs And Symptoms
• 1. STI Treatment And Cure
• 1. Protecting Against STIs
• 1. Preventing Unintended Pregnancy
• 1. Healthcare Access Barriers
• 1. Reducing Healthcare Barriers
• ...and 5 more

Mental and Emotional Health (EMOT)

Count: 20 concepts (15.0%)

Concepts:

• 1. Suicide And Self-Harm Warning Signs
• 1. Seeking Help For Suicide Risk
• 1. Personal Stressors
• 1. Restorative Stress-Management Practices
• 1. Warning Signs Of Emotional Distress
• 1. Supports For Emotional Distress
• 1. Trusted Adult
• 1. Empathy In Relationships
• 1. Communication For Conflict Resolution
• 1. Nonviolent Conflict Resolution
• 1. Emotion Management Strategies
• 1. Indigenous And Traditional Healing Approaches
• 1. Unfair Treatment
• 1. Exclusion And Bias Effects On Mental Health
• 1. Bullying Effects On Mental Health
• ...and 5 more

Personal Health and Wellness (WELL)

Count: 15 concepts (11.3%)

Concepts:

• 1. Sleep Pattern Influences
• 1. Cultural Sleep Practices
• 1. Workout Plan Design
• 1. Moderate And Vigorous Activity
• 1. Muscle-Strengthening Activity
• 1. Bone-Strengthening Activity
• 1. Emergency Medication Use
• 1. Heimlich Maneuver
• 1. Recognizing Emergencies
• 1. Scene Safety Assessment
• 1. Priority Response Needs
• 1. Infectious Disease Transmission
• 1. Hygiene As Disease Prevention
• 1. Food And Water Safety Practices
• 1. Personal Protective Equipment

Personal Safety and Violence Prevention (SAFE)

Count: 13 concepts (9.8%)

Concepts:

• 1. Harmful Or Explicit Content Sharing
• 1. Consequences Of Sharing Explicit Content
• 1. Power Dynamics In Relationships
• 1. Peer Pressure
• 1. Digital Communication Effects On Relationships
• 1. Boundary-Setting Strategies
• 1. Seeking Support For Relationship Safety
• 1. School Safety Actions
• 1. Recognizing Threats
• 1. Reporting Safety Concerns
• 1. Practicing Emergency Responses
• 1. Consent In Healthy Relationships
• 1. Responding To Coercion

Food and Nutrition (FOOD)

Count: 9 concepts (6.8%)

Concepts:

• 1. Dietary Guidelines Across Cultures
• 1. Food Label Analysis
• 1. Marketing Claims Analysis
• 1. Water Versus Sugary Drinks
• 1. Caffeinated And Energy Drink Effects
• 1. Effects Of Sugary And Salty Foods
• 1. Meal And Snack Planning
• 1. Food Sovereignty
• 1. Community Food Access Initiatives

Foundations (FOUND)

Count: 1 concepts (0.8%)

Concepts:

• 1. Health

Recommendations

• ✅ Good balance: Categories are reasonably distributed (spread: 21.8%)
• ✅ 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