Taxonomy Distribution Report

Overview

• Total Concepts: 600
• Number of Taxonomies: 18
• Average Concepts per Taxonomy: 33.3

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
2D Shape & Geometry	PRIM	35	5.8%	✅
Color Theory & Pixels	CLR	34	5.7%	✅
Control Flow & Arrays	FLOW	34	5.7%	✅
Matrix Transformations	XFORM	34	5.7%	✅
Animation & Trigonometry	TRIG	34	5.7%	✅
Randomness & Perlin Noise	NOISE	34	5.7%	✅
Vector Math & Physics	VEC	34	5.7%	✅
User Input & Sensing	INP	34	5.7%	✅
DOM Controls & HTML	DOM	34	5.7%	✅
Modern ES6+ JavaScript	JS	34	5.7%	✅
3D WebGL Graphics	WEBGL	34	5.7%	✅
Audio Synthesis & Sound	SND	34	5.7%	✅
Signal Processing & FFT	FFT	34	5.7%	✅
Foundation Concepts	FND	33	5.5%	✅
Image & Video Processing	IMG	32	5.3%	✅
Pedagogy & Computation	PED	32	5.3%	✅
Generative Typography	TYPO	30	5.0%	✅
Development Tools	TOOL	30	5.0%	✅

Visual Distribution

2D Shape & Geometry       ██  35 (  5.8%)
Color Theory & Pixels     ██  34 (  5.7%)
Control Flow & Arrays     ██  34 (  5.7%)
Matrix Transformations    ██  34 (  5.7%)
Animation & Trigonometry  ██  34 (  5.7%)
Randomness & Perlin Noise ██  34 (  5.7%)
Vector Math & Physics     ██  34 (  5.7%)
User Input & Sensing      ██  34 (  5.7%)
DOM Controls & HTML       ██  34 (  5.7%)
Modern ES6+ JavaScript    ██  34 (  5.7%)
3D WebGL Graphics         ██  34 (  5.7%)
Audio Synthesis & Sound   ██  34 (  5.7%)
Signal Processing & FFT   ██  34 (  5.7%)
Foundation Concepts       ██  33 (  5.5%)
Image & Video Processing  ██  32 (  5.3%)
Pedagogy & Computation    ██  32 (  5.3%)
Generative Typography     ██  30 (  5.0%)
Development Tools         ██  30 (  5.0%)

Balance Analysis

✅ No Over-Represented Categories

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

Category Details

2D Shape & Geometry (PRIM)

Count: 35 concepts (5.8%)

Concepts:

• 1. Point Primitive
• 1. Line Primitive
• 1. Rectangle Primitive
• 1. Ellipse Primitive
• 1. Circle Shortcut Function
• 1. Square Shortcut Function
• 1. Triangle Primitive
• 1. Quad Primitive
• 1. Arc Shape Primitive
• 1. Ellipse Mode Center
• 1. Ellipse Mode Corner
• 1. Rect Mode Center
• 1. Rect Mode Corner
• 1. Begin Shape Function
• 1. End Shape Function
• ...and 20 more

Color Theory & Pixels (CLR)

Count: 34 concepts (5.7%)

Concepts:

• 1. RGB Color Space
• 1. RGBA Alpha Channel
• 1. HSB Color Space
• 1. HSL Color Space
• 1. Color Mode Setting
• 1. Fill Color Function
• 1. Stroke Color Function
• 1. Grayscale Value Syntax
• 1. Hex Color Code Strings
• 1. Web Named Color Strings
• 1. p5 Color Object
• 1. Red Channel Extraction
• 1. Green Channel Extraction
• 1. Blue Channel Extraction
• 1. Alpha Value Extraction
• ...and 19 more

Control Flow & Arrays (FLOW)

Count: 34 concepts (5.7%)

Concepts:

• 1. Let Variable Declaration
• 1. Const Constant Variable
• 1. Global Variable Scope
• 1. Local Block Scope
• 1. If Conditional Branch
• 1. Else Conditional Branch
• 1. Else If Chained Logic
• 1. Relational Operators
• 1. Logical AND Operator
• 1. Logical OR Operator
• 1. Logical NOT Operator
• 1. Ternary Operator Syntax
• 1. Switch Statement Syntax
• 1. While Loop Construct
• 1. For Loop Construct
• ...and 19 more

Matrix Transformations (XFORM)

Count: 34 concepts (5.7%)

Concepts:

• 1. Translate Function
• 1. Rotate Function
• 1. Scale Function
• 1. Push Function
• 1. Pop Function
• 1. Matrix Stack Operations
• 1. Transformation Order Logic
• 1. Origin Point Relocation
• 1. Radians Angle System
• 1. Degrees Angle System
• 1. Angle Mode Setting
• 1. Shear X Transformation
• 1. Shear Y Transformation
• 1. Uniform Scaling
• 1. Non Uniform Scaling
• ...and 19 more

Animation & Trigonometry (TRIG)

Count: 34 concepts (5.7%)

Concepts:

• 1. Linear Motion Logic
• 1. Position Displacement
• 1. Constant Velocity
• 1. Sine Function Math
• 1. Cosine Function Math
• 1. Tangent Function Math
• 1. Wave Amplitude Parameter
• 1. Wave Frequency Parameter
• 1. Wave Phase Offset
• 1. Harmonic Motion Wave
• 1. Circle Polar Coordinates
• 1. Polar to Cartesian Formula
• 1. Cartesian to Polar Formula
• 1. Arc Tangent Atan2 Function
• 1. Angle Between Coordinates
• ...and 19 more

Randomness & Perlin Noise (NOISE)

Count: 34 concepts (5.7%)

Concepts:

• 1. Random Function Float
• 1. Random Range Function
• 1. Random Seed Setting
• 1. Random Gaussian Normal
• 1. Standard Deviation Spread
• 1. Mean Center Value
• 1. Random Walk Algorithm
• 1. Levy Flight Algorithm
• 1. Perlin Noise Concept
• 1. Noise Function 1D
• 1. Noise Function 2D
• 1. Noise Function 3D
• 1. Noise Scale Increment
• 1. Noise Detail Octaves
• 1. Noise Falloff Ratio
• ...and 19 more

Vector Math & Physics (VEC)

Count: 34 concepts (5.7%)

Concepts:

• 1. p5 Vector Class Concept
• 1. Create Vector Function
• 1. Vector Addition Add
• 1. Vector Subtraction Sub
• 1. Vector Scalar Multiply
• 1. Vector Scalar Divide
• 1. Vector Magnitude Mag
• 1. Vector Magnitude Sq
• 1. Vector Normalize Method
• 1. Vector Set Mag Method
• 1. Vector Limit Magnitude
• 1. Vector Heading Angle
• 1. Vector From Angle
• 1. Vector Random 2D
• 1. Vector Dot Product
• ...and 19 more

User Input & Sensing (INP)

Count: 34 concepts (5.7%)

Concepts:

• 1. Mouse X Position
• 1. Mouse Y Position
• 1. Previous Mouse X PmouseX
• 1. Previous Mouse Y PmouseY
• 1. Mouse Is Pressed Flag
• 1. Mouse Button Value
• 1. Mouse Pressed Event
• 1. Mouse Released Event
• 1. Mouse Moved Event
• 1. Mouse Dragged Event
• 1. Mouse Clicked Event
• 1. Mouse Wheel Event
• 1. Key Is Pressed Flag
• 1. Key Variable Character
• 1. Key Code Number
• ...and 19 more

DOM Controls & HTML (DOM)

Count: 34 concepts (5.7%)

Concepts:

• 1. Create Button Element
• 1. Create Slider Control
• 1. Create Input Textbox
• 1. Create Select Dropdown
• 1. Create Checkbox Control
• 1. Create Radio Buttons
• 1. Create Color Picker
• 1. Create Paragraph Tag
• 1. Create Div Container
• 1. Create Span Text Inline
• 1. Create Img Element
• 1. DOM Element Position
• 1. DOM Element Size
• 1. DOM Element Style CSS
• 1. DOM Element Class Add
• ...and 19 more

Modern ES6+ JavaScript (JS)

Count: 34 concepts (5.7%)

Concepts:

• 1. Function Declaration Syntax
• 1. Function Parameters Arguments
• 1. Function Return Statement
• 1. Arrow Function Expression
• 1. Callback Function Logic
• 1. Anonymous Function Usage
• 1. ES6 Class Declaration
• 1. Class Constructor Method
• 1. Class Method Definition
• 1. Class Instance Instantiation
• 1. This Keyword Binding
• 1. Class Inheritance Extends
• 1. Super Constructor Call
• 1. Static Method Definition
• 1. Object Literal Syntax
• ...and 19 more

3D WebGL Graphics (WEBGL)

Count: 34 concepts (5.7%)

Concepts:

• 1. WEBGL Renderer Mode
• 1. 3D Coordinate System
• 1. Z Axis Depth Position
• 1. Box 3D Primitive
• 1. Sphere 3D Primitive
• 1. Cylinder 3D Primitive
• 1. Cone 3D Primitive
• 1. Torus 3D Primitive
• 1. Plane 3D Geometry
• 1. Ellipsoid 3D Geometry
• 1. Orbit Control Camera
• 1. Camera Position Setting
• 1. Perspective Camera Mode
• 1. Ortho Camera Mode
• 1. Ambient Light Source
• ...and 19 more

Audio Synthesis & Sound (SND)

Count: 34 concepts (5.7%)

Concepts:

• 1. p5 Sound Library Include
• 1. User Start Audio Context
• 1. Load Sound File
• 1. Sound File Play
• 1. Sound File Stop
• 1. Sound File Pause
• 1. Sound File Loop
• 1. Sound Is Playing Status
• 1. Set Volume Level
• 1. Sound Pan Spatial
• 1. Playback Rate Speed
• 1. p5 Oscillator Class
• 1. Oscillator Wave Sine
• 1. Oscillator Wave Square
• 1. Oscillator Wave Triangle
• ...and 19 more

Signal Processing & FFT (FFT)

Count: 34 concepts (5.7%)

Concepts:

• 1. p5 AudioIn Microphone
• 1. Microphone Start Input
• 1. Microphone Stop Input
• 1. Microphone Get Level
• 1. p5 Amplitude Class
• 1. Amplitude Get Level
• 1. Smooth Amplitude Level
• 1. p5 FFT Class Concept
• 1. FFT Analyze Spectrum
• 1. FFT Frequency Bins Array
• 1. FFT Get Energy Bass
• 1. FFT Get Energy LowMid
• 1. FFT Get Energy Mid
• 1. FFT Get Energy HighMid
• 1. FFT Get Energy Treble
• ...and 19 more

Foundation Concepts (FND)

Count: 33 concepts (5.5%)

Concepts:

• 1. Coordinate System
• 1. Canvas Element
• 1. Setup Function
• 1. Draw Function
• 1. Frame Rate
• 1. Frame Count
• 1. Pixel Grid
• 1. Canvas Width
• 1. Canvas Height
• 1. Create Canvas Function
• 1. Background Color Function
• 1. Preload Function
• 1. No Loop Function
• 1. Redraw Function
• 1. Loop Control Function
• ...and 18 more

Image & Video Processing (IMG)

Count: 32 concepts (5.3%)

Concepts:

• 1. Load Image Function
• 1. Image Drawing Function
• 1. Image Resize Function
• 1. Image Tint Function
• 1. No Tint Function
• 1. Image Crop Subrectangle
• 1. Create Image Blank
• 1. p5 Image Class Object
• 1. Image Pixel Array Load
• 1. Image Filter Grayscale
• 1. Image Filter Invert
• 1. Image Filter Threshold
• 1. Image Filter Blur
• 1. Image Filter Posterize
• 1. Image Filter Erode
• ...and 17 more

Pedagogy & Computation (PED)

Count: 32 concepts (5.3%)

Concepts:

• 1. Computational Thinking Concept
• 1. Algorithmic Decomposition
• 1. Pattern Recognition Visual
• 1. Abstraction Problem Solving
• 1. Algorithm Design Step
• 1. Live Coding Demonstration
• 1. Pair Programming Practice
• 1. Code Review Peer Rubric
• 1. Scaffolding Starter Code
• 1. Parsons Problems Syntax
• 1. Predict Output Exercises
• 1. Debugging Mental Model
• 1. Common Misconception Background
• 1. Common Misconception PushPop
• 1. Common Misconception Scope
• ...and 17 more

Generative Typography (TYPO)

Count: 30 concepts (5.0%)

Concepts:

• 1. Text Drawing Function
• 1. Text Size Setting
• 1. Text Align Alignment
• 1. Load Font File
• 1. Text Font Setting
• 1. p5 Font Class Object
• 1. Text Bounds Bounding Box
• 1. Text To Points Vector
• 1. Font Glyph Outlines
• 1. Particle Typography Effect
• 1. Wobbly Text Particle Point
• 1. Kinetic Typography Motion
• 1. Text Leading Spacing
• 1. Text Style Bold Italic
• 1. Text Ascent Descent Metric
• ...and 15 more

Development Tools (TOOL)

Count: 30 concepts (5.0%)

Concepts:

• 1. p5 Web Editor Interface
• 1. Web Editor Sketch File
• 1. Web Editor Asset Sidebar
• 1. VS Code Code Editor
• 1. Live Server VS Extension
• 1. Browser Developer Console
• 1. Browser Element Inspector
• 1. Browser Network Tab
• 1. JavaScript Breakpoints
• 1. Debugger Keyword Syntax
• 1. p5 Sound Local Host CORS
• 1. CORS Security Policy
• 1. Local Web Server Python
• 1. Git Version Control
• 1. GitHub Repository Hosting
• ...and 15 more

Recommendations

• ✅ Excellent balance: Categories are evenly distributed (spread: 0.8%)
• ✅ 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

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