Taxonomy Distribution Report

Overview

• Total Concepts: 657
• Number of Taxonomies: 15
• Average Concepts per Taxonomy: 43.8

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
Launching And Session Design	LAUNCH	70	10.7%	✅
Project Kits And Hardware	KITS	60	9.1%	✅
Physical Computing And Electronics	PHYS	55	8.4%	✅
Scheduling Registration And Events	SCHED	52	7.9%	✅
Computational Thinking And Curriculum	CT	50	7.6%	✅
AI Agents For Club Management	AI	50	7.6%	✅
Devices And IT Management	TECH	44	6.7%	✅
Mentors Students And Ratios	PEOPLE	42	6.4%	✅
Data Tracking And Communication	DATA	42	6.4%	✅
Coding Club Foundations	FOUND	36	5.5%	✅
Budget Funding And Partnerships	FUND	36	5.5%	✅
Governance And Charter	GOV	32	4.9%	✅
Oversight And Sustainability	BOARD	32	4.9%	✅
Motivation And Recognition	MOTIV	30	4.6%	✅
Diversity Equity And Access	DEI	26	4.0%	✅

Visual Distribution

Launching And Session Des █████  70 ( 10.7%)
Project Kits And Hardware ████  60 (  9.1%)
Physical Computing And El ████  55 (  8.4%)
Scheduling Registration A ███  52 (  7.9%)
Computational Thinking An ███  50 (  7.6%)
AI Agents For Club Manage ███  50 (  7.6%)
Devices And IT Management ███  44 (  6.7%)
Mentors Students And Rati ███  42 (  6.4%)
Data Tracking And Communi ███  42 (  6.4%)
Coding Club Foundations   ██  36 (  5.5%)
Budget Funding And Partne ██  36 (  5.5%)
Governance And Charter    ██  32 (  4.9%)
Oversight And Sustainabil ██  32 (  4.9%)
Motivation And Recognitio ██  30 (  4.6%)
Diversity Equity And Acce █  26 (  4.0%)

Balance Analysis

✅ No Over-Represented Categories

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

Category Details

Launching And Session Design (LAUNCH)

Count: 70 concepts (10.7%)

Concepts:

• 1. Gauging Interest Survey
• 1. Interest Survey Analysis
• 1. Establishing A New Club
• 1. Club Feasibility Assessment
• 1. Founding Team
• 1. First Club Meeting
• 1. Meeting Agenda Design
• 1. Promoting First Meeting
• 1. Flyer Design
• 1. Social Media Promotion
• 1. Word Of Mouth Promotion
• 1. Starting Small Strategy
• 1. First Three Students
• 1. Pilot Cohort
• 1. Walk In Experience
• ...and 55 more

Project Kits And Hardware (KITS)

Count: 60 concepts (9.1%)

Concepts:

• 1. Raspberry Pi Pico
• 1. MicroPython Basics
• 1. MicroPython Syntax
• 1. MicroPython Loop
• 1. NeoPixel LED Strip
• 1. LED Strip Wiring
• 1. Moving Rainbow Kit
• 1. Moving Rainbow Pattern
• 1. LED Noodle Project
• 1. Halloween Costume Lighting
• 1. Holiday Light Pattern
• 1. Fourth Of July Pattern
• 1. Color Wheel Programming
• 1. Brightness Control Code
• 1. Animation Timing Code
• ...and 45 more

Physical Computing And Electronics (PHYS)

Count: 55 concepts (8.4%)

Concepts:

• 1. Physical Computing
• 1. Electrical Safety Rules
• 1. Breadboard Basics
• 1. Jumper Wire
• 1. Resistor Basics
• 1. LED Basics
• 1. Blinking Light Circuit
• 1. Push Button Switch
• 1. Digital Input
• 1. Digital Output
• 1. Analog Input
• 1. Analog Output
• 1. Voltage Basics
• 1. Current Basics
• 1. Short Circuit Hazard
• ...and 40 more

Scheduling Registration And Events (SCHED)

Count: 52 concepts (7.9%)

Concepts:

• 1. Session Scheduling
• 1. Selecting A Date And Time
• 1. Alternating Saturday Model
• 1. Weekday After School Model
• 1. Semester Based Schedule
• 1. Drop In Model
• 1. Recurring Session Series
• 1. Holiday Schedule Planning
• 1. Working Around Holidays
• 1. School Calendar Alignment
• 1. Registration System
• 1. Online Registration Form
• 1. Eventbrite Case Study
• 1. Registration Capacity Limit
• 1. Registering Mentors First
• ...and 37 more

Computational Thinking And Curriculum (CT)

Count: 50 concepts (7.6%)

Concepts:

• 1. Computational Thinking Skills
• 1. Decomposition Skill
• 1. Pattern Recognition Skill
• 1. Abstraction Skill
• 1. Algorithm Design Skill
• 1. Debugging Skill
• 1. Keyboarding Skills
• 1. Typing Practice Tool
• 1. Scratch Programming
• 1. Scratch Sprite
• 1. Scratch Block Coding
• 1. Scratch Project Sharing
• 1. Block Based To Text Transition
• 1. Python Programming
• 1. Python Syntax Basics
• ...and 35 more

AI Agents For Club Management (AI)

Count: 50 concepts (7.6%)

Concepts:

• 1. AI Agent Basics
• 1. Leveraging AI Agents
• 1. Planning AI Agent
• 1. Communication AI Agent
• 1. Registration AI Agent
• 1. Scheduling AI Agent
• 1. Reminder AI Agent
• 1. Mentor Coaching AI Agent
• 1. Influence Graph Concept
• 1. Building An Influence Graph
• 1. Targeting Mentor Populations
• 1. AI Managed Mailing List
• 1. AI Generated Announcement
• 1. AI Drafted Newsletter
• 1. AI Survey Analysis
• ...and 35 more

Devices And IT Management (TECH)

Count: 44 concepts (6.7%)

Concepts:

• 1. Laptop Purchasing
• 1. Laptop Configuration
• 1. Chromebook Management
• 1. Windows Device Management
• 1. MacOS Device Management
• 1. Student Login Account
• 1. Shared Device Account
• 1. Individual Device Account
• 1. Device Imaging Process
• 1. Device Inventory Tracking
• 1. Device Charging Cart
• 1. Device Labeling System
• 1. Device Loaner Agreement
• 1. Screen Time Management
• 1. Content Filtering Software
• ...and 29 more

Mentors Students And Ratios (PEOPLE)

Count: 42 concepts (6.4%)

Concepts:

• 1. Mentor
• 1. Student
• 1. Volunteer Mentor
• 1. Professional Mentor
• 1. Peer Mentor
• 1. Student To Mentor Ratio
• 1. Why Three To One Works
• 1. Adding Mentors
• 1. Adding Students
• 1. Mentor Capacity Planning
• 1. Mentor Availability Tracking
• 1. Mentor Skill Matching
• 1. Student Skill Level
• 1. Student Age Range
• 1. Student Grouping Strategy
• ...and 27 more

Data Tracking And Communication (DATA)

Count: 42 concepts (6.4%)

Concepts:

• 1. Saving Student Data
• 1. Student Data Privacy
• 1. Tracking Student Progress
• 1. Progress Dashboard
• 1. Simple Spreadsheet Tracking
• 1. Spreadsheet Template Design
• 1. Managing Email Communication
• 1. Email List Segmentation
• 1. Setting Up A Calendar
• 1. Shared Calendar Access
• 1. Notification System
• 1. Email And Chat Tools
• 1. Group Messaging App
• 1. Forms And Feedback Tools
• 1. Survey Tool Selection
• ...and 27 more

Coding Club Foundations (FOUND)

Count: 36 concepts (5.5%)

Concepts:

• 1. Coding Club
• 1. Maker Space
• 1. STEM Education
• 1. Computer Science Education
• 1. Digital Literacy
• 1. After School Program
• 1. Extracurricular Learning
• 1. Informal Learning
• 1. Peer Learning
• 1. Hands On Learning
• 1. Project Based Learning
• 1. Club Sustainability
• 1. Single Leader Dependency
• 1. Leadership Succession
• 1. Continuous Improvement
• ...and 21 more

Budget Funding And Partnerships (FUND)

Count: 36 concepts (5.5%)

Concepts:

• 1. Establishing A Budget
• 1. Budget Line Item
• 1. Recurring Cost Planning
• 1. One Time Cost Planning
• 1. Cost Per Student Estimate
• 1. Raising Funds
• 1. Grant Writing Basics
• 1. Grant Proposal Structure
• 1. Grant Application Tracking
• 1. Community Support Drive
• 1. Crowdfunding Campaign
• 1. Corporate Sponsorship
• 1. In Kind Donation
• 1. Fundraising Event Planning
• 1. Local Company Partnership
• ...and 21 more

Governance And Charter (GOV)

Count: 32 concepts (4.9%)

Concepts:

• 1. Club Charter
• 1. Club Values
• 1. Code Of Conduct
• 1. Volunteer Background Check
• 1. Child Safety Policy
• 1. Liability Considerations
• 1. Parental Consent Form
• 1. Photo Release Form
• 1. Data Privacy Policy
• 1. Anti Harassment Policy
• 1. Conflict Resolution Process
• 1. Club Bylaws
• 1. Decision Making Process
• 1. Roles And Responsibilities
• 1. Club Leader Role
• ...and 17 more

Oversight And Sustainability (BOARD)

Count: 32 concepts (4.9%)

Concepts:

• 1. Oversight Board
• 1. Board Roles And Duties
• 1. Board Meeting Cadence
• 1. Board Member Recruitment
• 1. Board Term Limits
• 1. Succession Planning
• 1. Club Inventory System
• 1. Inventory Sticker Printing
• 1. QR Code On Kits
• 1. Asset Tagging Process
• 1. Inventory Audit Process
• 1. Lost Item Policy
• 1. Equipment Checkout System
• 1. Equipment Return Tracking
• 1. Advanced Mentor Recruiting
• ...and 17 more

Motivation And Recognition (MOTIV)

Count: 30 concepts (4.6%)

Concepts:

• 1. Motivating Students
• 1. Intrinsic Motivation
• 1. Extrinsic Reward System
• 1. Challenge Card System
• 1. Learning Map Display
• 1. Badge Design
• 1. Sticker Reward System
• 1. Progress Tracker Poster
• 1. Leaderboard Consideration
• 1. Friendly Competition Design
• 1. Collaborative Challenge Design
• 1. Growth Mindset Coaching
• 1. Celebrating Small Wins
• 1. Public Recognition Event
• 1. Certificate Of Completion
• ...and 15 more

Diversity Equity And Access (DEI)

Count: 26 concepts (4.0%)

Concepts:

• 1. Recruiting Minorities
• 1. Recruiting Girls And Women
• 1. Underserved Community Outreach
• 1. Language Accessibility
• 1. Translated Materials
• 1. Low Income Family Support
• 1. No Fee Club Model
• 1. Why No Fees Matters
• 1. Scholarship Fund
• 1. Free Device Loan Program
• 1. Transportation Barrier Solution
• 1. Accessible Session Timing
• 1. Disability Accommodation
• 1. Assistive Technology Option
• 1. Culturally Responsive Teaching
• ...and 11 more

Recommendations

• ✅ Excellent balance: Categories are evenly distributed (spread: 6.7%)
• ✅ 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