Taxonomy Distribution Report

Overview

• Total Concepts: 136
• Number of Taxonomies: 8
• Average Concepts per Taxonomy: 17.0

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
Skill Standards	SKIL	37	27.2%	✅
Substance Use Awareness and Prevention	SUB	29	21.3%	✅
Mental and Emotional Health	EMOT	21	15.4%	✅
Human Growth, Development, and Sexual Health	GROW	19	14.0%	✅
Food and Nutrition	FOOD	10	7.4%	✅
Personal Safety and Violence Prevention	SAFE	10	7.4%	✅
Personal Health and Wellness	WELL	9	6.6%	✅
Foundations	FOUND	1	0.7%	ℹ️ Under

Visual Distribution

Skill Standards           █████████████  37 ( 27.2%)
Substance Use Awareness a ██████████  29 ( 21.3%)
Mental and Emotional Heal ███████  21 ( 15.4%)
Human Growth, Development ██████  19 ( 14.0%)
Food and Nutrition        ███  10 (  7.4%)
Personal Safety and Viole ███  10 (  7.4%)
Personal Health and Welln ███   9 (  6.6%)
Foundations                  1 (  0.7%)

Balance Analysis

✅ No Over-Represented Categories

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

ℹ️ Under-Represented Categories (<3%)

• Foundations (FOUND): 1 concepts (0.7%)
• Note: Small categories are acceptable for specialized topics

Category Details

Skill Standards (SKIL)

Count: 37 concepts (27.2%)

Concepts:

• 1. Public Health Policy Influence On Health Practices
• 1. School And Community Environment Influence
• 1. Cultural And Peer Influence On Health Practices
• 1. Social Norms And Health Practices
• 1. Individual And Interpersonal Factors In Health Practices
• 1. Community Societal And Environmental Factors In Health Practices
• 1. Evaluating Trusted Adults And Professionals
• 1. Accessibility Of Health Resources
• 1. Validity And Reliability Of Health Information
• 1. Verbal And Nonverbal Communication Analysis
• 1. Conflict-Resolution Skill Evaluation
• 1. Negotiation Skills
• 1. Evaluating Boundary And Consent Communication
• 1. Refusal Skills Evaluation
• 1. Health Decisions And Personal Wellbeing
• ...and 22 more

Substance Use Awareness and Prevention (SUB)

Count: 29 concepts (21.3%)

Concepts:

• 1. Substance Use Effects On Mental Health And Brain Function
• 1. Substance Use Effects On Physiology
• 1. Indigenous Views Of Health And Substance Use
• 1. Substance Use Effects On Relationships School And Work
• 1. Substance Use Effects On Decision-Making
• 1. Coping Strategies Without Substances
• 1. Cultural Coping Practices
• 1. Commercial Tobacco Addiction
• 1. Traditional Tobacco And Plant Medicine Use
• 1. Medication Interaction Risks
• 1. Safe Medication Practices
• 1. Traditional Medicine Use Considerations
• 1. Supporting Yourself In Reducing Substance Use
• 1. Supporting Others In Reducing Substance Use
• 1. Cultural Resilience Strategies
• ...and 14 more

Mental and Emotional Health (EMOT)

Count: 21 concepts (15.4%)

Concepts:

• 1. Seeking Help For Suicide Or Self-Harm Risk
• 1. Depression Symptoms And Causes
• 1. Anxiety Symptoms And Causes
• 1. Mental Health Treatment Options
• 1. Supporting Peers In Mental Health Crisis
• 1. Maintaining Boundaries While Helping Others
• 1. Empathy In Relationships
• 1. Communication For Conflict Resolution
• 1. Nonviolent Conflict Resolution
• 1. Indigenous Restorative Justice Approaches
• 1. Emotion Management Strategies
• 1. Cultural Teachings For Wellbeing
• 1. Inclusive Environment Design
• 1. Addressing Exclusion And Bullying
• 1. Addressing Stereotyping And Discrimination
• ...and 6 more

Human Growth, Development, and Sexual Health (GROW)

Count: 19 concepts (14.0%)

Concepts:

• 1. Relationship Structures
• 1. Healthy Relationship Characteristics
• 1. Handling Relationship Conflict And Pressure
• 1. Cultural And Historical Influences On Relationships
• 1. Dignity And Compassion For All People
• 1. Trusted Adult Guidance
• 1. Culturally Safe Healthcare Providers
• 1. Adolescent Healthcare Access Rights
• 1. Youth-Friendly Provider Expectations
• 1. Stereotypes And Bias Effects On Relationships
• 1. Stigma Effects On Healthcare Access
• 1. STI Prevention And Treatment
• 1. Culturally Safe STI Care
• 1. Healthcare Services Supporting Sexual Health
• 1. Community-Based Sexual Health Programs
• ...and 4 more

Food and Nutrition (FOOD)

Count: 10 concepts (7.4%)

Concepts:

• 1. Personal Nutrition Needs Assessment
• 1. Nutrition Plan Design
• 1. Food Label Analysis
• 1. Nutrient Value Evaluation
• 1. Beverage Choice Evaluation
• 1. Hydration Sugar And Caffeine Evidence
• 1. Meal And Snack Evaluation
• 1. Cultural Food Traditions
• 1. Food Systems And Chronic Disease Risk
• 1. Community Nutrition Initiatives

Personal Safety and Violence Prevention (SAFE)

Count: 10 concepts (7.4%)

Concepts:

• 1. Digital Content Effects On Relationships
• 1. Social Media Effects On Boundaries
• 1. Responding To Online Threats And Harmful Content
• 1. Online Emergency Response
• 1. School Safety Practices Evaluation
• 1. School Shooting Preparedness
• 1. Communicating And Interpreting Consent
• 1. Withdrawing Consent
• 1. Power Dynamics And Consent
• 1. Law And Consent

Personal Health and Wellness (WELL)

Count: 9 concepts (6.6%)

Concepts:

• 1. Health Disparities From Social Conditions
• 1. Physical Activity Access Across Communities
• 1. Safe Physical Activity Participation
• 1. Systemic Inequity In Health Opportunity
• 1. CPR Techniques
• 1. AED Use
• 1. Behavioral And Environmental Factors In Disease Risk
• 1. Chronic Disease Prevention Strategies
• 1. Infectious Disease Prevention Strategies

Foundations (FOUND)

Count: 1 concepts (0.7%)

Concepts:

• 1. Health

Recommendations

• ⚠️ Consider rebalancing: Large spread between categories (26.5%)
• ✅ 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