Taxonomy Distribution Report

Overview

• Total Concepts: 200
• Number of Taxonomies: 13
• Average Concepts per Taxonomy: 15.4

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
CTFD	CTFD	20	10.0%	✅
DRAW	DRAW	18	9.0%	✅
ABST	ABST	18	9.0%	✅
INTF	INTF	16	8.0%	✅
MOTN	MOTN	16	8.0%	✅
VARD	VARD	16	8.0%	✅
BRDG	BRDG	16	8.0%	✅
SEQC	SEQC	14	7.0%	✅
LOOP	LOOP	14	7.0%	✅
COND	COND	14	7.0%	✅
EVNT	EVNT	14	7.0%	✅
DBUG	DBUG	14	7.0%	✅
PARM	PARM	10	5.0%	✅

Visual Distribution

CTFD █████  20 ( 10.0%)
DRAW ████  18 (  9.0%)
ABST ████  18 (  9.0%)
INTF ████  16 (  8.0%)
MOTN ████  16 (  8.0%)
VARD ████  16 (  8.0%)
BRDG ████  16 (  8.0%)
SEQC ███  14 (  7.0%)
LOOP ███  14 (  7.0%)
COND ███  14 (  7.0%)
EVNT ███  14 (  7.0%)
DBUG ███  14 (  7.0%)
PARM ██  10 (  5.0%)

Balance Analysis

✅ No Over-Represented Categories

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

Category Details

CTFD (CTFD)

Count: 20 concepts (10.0%)

Concepts:

• 1. Computational Thinking
• 1. Decomposition
• 1. Pattern Recognition
• 1. Abstraction
• 1. Algorithm Design
• 1. Algorithm
• 1. Problem Solving
• 1. Step-By-Step Thinking
• 1. Precise Instructions
• 1. Ambiguity In Instructions
• 1. Generalization
• 1. Efficiency Of A Solution
• 1. Reusability
• 1. Computational Artifact
• 1. Iterative Design
• ...and 5 more

DRAW (DRAW)

Count: 18 concepts (9.0%)

Concepts:

• 1. Pen Down Block
• 1. Pen Up Block
• 1. Pen Trail
• 1. Drawing A Line
• 1. Drawing An Angle
• 1. Drawing A Polygon
• 1. Drawing A Triangle
• 1. Drawing A Square
• 1. Drawing A Star
• 1. Drawing A Spiral
• 1. Regular Polygon
• 1. Interior Angle
• 1. Exterior Angle
• 1. Pen Color
• 1. Pen Size
• ...and 3 more

ABST (ABST)

Count: 18 concepts (9.0%)

Concepts:

• 1. Custom Block
• 1. Make A Block Feature
• 1. Block Definition
• 1. Block Name
• 1. Procedural Abstraction
• 1. Function Concept
• 1. Procedure Concept
• 1. Reusable Procedure
• 1. Calling A Block
• 1. Block Body
• 1. Single Responsibility
• 1. Well-Designed Block
• 1. Draw Square Block
• 1. Draw Polygon Block
• 1. Block Library
• ...and 3 more

INTF (INTF)

Count: 16 concepts (8.0%)

Concepts:

• 1. Scratch Editor
• 1. Stage
• 1. Sprite
• 1. Sprite Costume
• 1. Backdrop
• 1. Block Palette
• 1. Script Area
• 1. Block Categories
• 1. Motion Blocks
• 1. Pen Blocks
• 1. Control Blocks
• 1. Operator Blocks
• 1. Looks Blocks
• 1. Sound Blocks
• 1. Sensing Blocks
• ...and 1 more

MOTN (MOTN)

Count: 16 concepts (8.0%)

Concepts:

• 1. X Coordinate
• 1. Y Coordinate
• 1. Coordinate Plane
• 1. Origin Point
• 1. Sprite Heading
• 1. Degrees Of Turn
• 1. Turn Right Block
• 1. Turn Left Block
• 1. Move Steps Block
• 1. Point In Direction
• 1. Go To XY Block
• 1. Glide Block
• 1. Absolute Position
• 1. Relative Movement
• 1. Facing Direction
• ...and 1 more

VARD (VARD)

Count: 16 concepts (8.0%)

Concepts:

• 1. Variable
• 1. Creating A Variable
• 1. Naming A Variable
• 1. Setting A Variable
• 1. Changing A Variable
• 1. Variable Value
• 1. Side Length Variable
• 1. Angle Variable
• 1. Number Of Sides Variable
• 1. Variable Scope
• 1. Global Variable
• 1. Local Variable
• 1. Data Type
• 1. Number Data
• 1. String Data
• ...and 1 more

BRDG (BRDG)

Count: 16 concepts (8.0%)

Concepts:

• 1. Python Language
• 1. Text-Based Programming
• 1. Turtle Module
• 1. Forward Function
• 1. Backward Function
• 1. Left Turn Function
• 1. Right Turn Function
• 1. Pen Up Function
• 1. Pen Down Function
• 1. Block-To-Text Mapping
• 1. Syntax Versus Concept
• 1. Typing Code
• 1. Indentation Concept
• 1. Function Call Syntax
• 1. Conceptual Bridge
• ...and 1 more

SEQC (SEQC)

Count: 14 concepts (7.0%)

Concepts:

• 1. Script
• 1. Sequencing
• 1. Program Flow
• 1. Block Snapping
• 1. Stack Of Blocks
• 1. Order Of Operations
• 1. Starting A Script
• 1. Script Execution
• 1. Top-Down Reading
• 1. Single Script
• 1. Multiple Scripts
• 1. Script Coordination
• 1. Running A Script
• 1. Stopping A Script

LOOP (LOOP)

Count: 14 concepts (7.0%)

Concepts:

• 1. Loop
• 1. Repeat Block
• 1. Fixed-Count Loop
• 1. Repeat Until Block
• 1. Condition-Based Loop
• 1. Forever Block
• 1. Loop Counter
• 1. Nested Loop
• 1. Loop Body
• 1. Exiting A Loop
• 1. Repetition Pattern
• 1. Loop Efficiency
• 1. Infinite Loop
• 1. Loop Iteration

COND (COND)

Count: 14 concepts (7.0%)

Concepts:

• 1. Conditional Statement
• 1. If Block
• 1. If-Else Block
• 1. Boolean Expression
• 1. Comparison Operator
• 1. Logical And
• 1. Logical Or
• 1. Logical Not
• 1. Decision Logic
• 1. Condition Testing
• 1. True Or False Value
• 1. Nested Conditional
• 1. Branching Logic
• 1. Wait Until Block

EVNT (EVNT)

Count: 14 concepts (7.0%)

Concepts:

• 1. Event
• 1. Event Block
• 1. When Green Flag Clicked
• 1. When Key Pressed
• 1. When Sprite Clicked
• 1. Broadcast Block
• 1. Receive Message Block
• 1. Mouse Input
• 1. Keyboard Input
• 1. Event-Driven Program
• 1. Triggering A Script
• 1. User Interaction
• 1. Input Handling
• 1. Sensing User Input

DBUG (DBUG)

Count: 14 concepts (7.0%)

Concepts:

• 1. Debugging
• 1. Bug
• 1. Reading A Script
• 1. Isolating An Error
• 1. Testing Incrementally
• 1. Trace A Script
• 1. Predicting Output
• 1. Expected Behavior
• 1. Actual Behavior
• 1. Error Diagnosis
• 1. Logical Error
• 1. Syntax Mismatch
• 1. Test Case
• 1. Code Review

PARM (PARM)

Count: 10 concepts (5.0%)

Concepts:

• 1. Parameter
• 1. Adding A Parameter
• 1. Parameter Type
• 1. Number Parameter
• 1. Text Parameter
• 1. Boolean Parameter
• 1. Generalizing A Procedure
• 1. Default Value
• 1. Argument Value
• 1. Multiple Parameters

Recommendations

• ✅ Excellent balance: Categories are evenly distributed (spread: 5.0%)
• ✅ 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