Taxonomy Distribution Report

Overview

• Total Concepts: 200
• Number of Taxonomies: 12
• Average Concepts per Taxonomy: 16.7

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
BASIC	BASIC	20	10.0%	✅
CONV	CONV	20	10.0%	✅
EMOT	EMOT	20	10.0%	✅
FOOD	FOOD	20	10.0%	✅
GRAM	GRAM	20	10.0%	✅
DESC	DESC	16	8.0%	✅
PRON	PRON	15	7.5%	✅
PEOP	PEOP	15	7.5%	✅
VERB	VERB	15	7.5%	✅
CULT	CULT	15	7.5%	✅
ANIM	ANIM	14	7.0%	✅
Foundation Concepts - Prerequisites	FOUND	10	5.0%	✅

Visual Distribution

BASIC  █████  20 ( 10.0%)
CONV   █████  20 ( 10.0%)
EMOT   █████  20 ( 10.0%)
FOOD   █████  20 ( 10.0%)
GRAM   █████  20 ( 10.0%)
DESC   ████  16 (  8.0%)
PRON   ███  15 (  7.5%)
PEOP   ███  15 (  7.5%)
VERB   ███  15 (  7.5%)
CULT   ███  15 (  7.5%)
ANIM   ███  14 (  7.0%)
FOUND  ██  10 (  5.0%)

Balance Analysis

✅ No Over-Represented Categories

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

Category Details

BASIC (BASIC)

Count: 20 concepts (10.0%)

Concepts:

• 1. Fingerspelling
• 1. ASL Alphabet
• 1. Letter A Through E
• 1. Letter F Through J
• 1. Letter K Through O
• 1. Letter P Through T
• 1. Letter U Through Z
• 1. Double Letters
• 1. Fingerspelling Speed
• 1. Clarity in Fingerspelling
• 1. Number 1
• 1. Number 2
• 1. Number 3
• 1. Number 4
• 1. Number 5
• ...and 5 more

CONV (CONV)

Count: 20 concepts (10.0%)

Concepts:

• 1. Hello
• 1. Goodbye
• 1. Good Morning
• 1. Please
• 1. Thank You
• 1. You're Welcome
• 1. Excuse Me
• 1. Sorry
• 1. Yes
• 1. No
• 1. Maybe
• 1. I Don't Know
• 1. Help
• 1. Finished
• 1. Name
• ...and 5 more

EMOT (EMOT)

Count: 20 concepts (10.0%)

Concepts:

• 1. Happy
• 1. Sad
• 1. Angry
• 1. Excited
• 1. Nervous
• 1. Scared
• 1. Worried
• 1. Calm
• 1. Surprised
• 1. Confused
• 1. Tired
• 1. Proud
• 1. Embarrassed
• 1. Shy
• 1. Brave
• ...and 5 more

FOOD (FOOD)

Count: 20 concepts (10.0%)

Concepts:

• 1. Food
• 1. Eat
• 1. Drink
• 1. Hungry
• 1. Thirsty
• 1. Breakfast
• 1. Lunch
• 1. Dinner
• 1. Apple
• 1. Banana
• 1. Pizza
• 1. Sandwich
• 1. Milk
• 1. Water
• 1. Cookie
• ...and 5 more

GRAM (GRAM)

Count: 20 concepts (10.0%)

Concepts:

• 1. Classifier
• 1. Role Shift
• 1. Time Marker
• 1. Subject-Verb-Object
• 1. Depicting Verb
• 1. Spatial Reference
• 1. Agreement Verb
• 1. Rhetorical Question
• 1. Conditional Statement
• 1. Listing
• 1. Non-Manual Signal
• 1. Eyebrow Raise
• 1. Eyebrow Furrow
• 1. Head Nod
• 1. Head Shake
• ...and 5 more

DESC (DESC)

Count: 16 concepts (8.0%)

Concepts:

• 1. Color
• 1. Red
• 1. Blue
• 1. Yellow
• 1. Green
• 1. Big
• 1. Small
• 1. Hot
• 1. Cold
• 1. Fast
• 1. Slow
• 1. New
• 1. Old
• 1. Good
• 1. Bad
• ...and 1 more

PRON (PRON)

Count: 15 concepts (7.5%)

Concepts:

• 1. I
• 1. You
• 1. He/She
• 1. We
• 1. They
• 1. This
• 1. That
• 1. Here
• 1. There
• 1. Signing Space
• 1. Directionality
• 1. Indexing
• 1. Topicalization
• 1. Negation
• 1. Question Formation

PEOP (PEOP)

Count: 15 concepts (7.5%)

Concepts:

• 1. Family
• 1. Mother
• 1. Father
• 1. Sister
• 1. Brother
• 1. Grandmother
• 1. Grandfather
• 1. Aunt
• 1. Uncle
• 1. Baby
• 1. Friend
• 1. Teacher
• 1. Student
• 1. Boy
• 1. Girl

VERB (VERB)

Count: 15 concepts (7.5%)

Concepts:

• 1. Play
• 1. Run
• 1. Jump
• 1. Walk
• 1. Sit
• 1. Stand
• 1. Sleep
• 1. Read
• 1. Write
• 1. Draw
• 1. Watch
• 1. Learn
• 1. Teach
• 1. Practice
• 1. Perform

CULT (CULT)

Count: 15 concepts (7.5%)

Concepts:

• 1. Deaf Identity
• 1. Deaf Pride
• 1. Gallaudet University
• 1. Sign Language Interpreter
• 1. Deaf School
• 1. Visual Alert System
• 1. Captioning
• 1. ASL Recognition
• 1. Deaf Art
• 1. Regional Sign Variation
• 1. Eye Contact
• 1. Getting Attention
• 1. Signing Clearly
• 1. Storytelling
• 1. Self-Expression

ANIM (ANIM)

Count: 14 concepts (7.0%)

Concepts:

• 1. Animal
• 1. Dog
• 1. Cat
• 1. Bird
• 1. Fish
• 1. Horse
• 1. Bear
• 1. Butterfly
• 1. Tree
• 1. Flower
• 1. Sun
• 1. Rain
• 1. Nature
• 1. Environment

Foundation Concepts - Prerequisites (FOUND)

Count: 10 concepts (5.0%)

Concepts:

• 1. American Sign Language
• 1. Deaf Community
• 1. Deaf Culture
• 1. Visual Communication
• 1. Manual Communication
• 1. Handshape
• 1. Palm Orientation
• 1. Movement
• 1. Location
• 1. Facial Expression

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