Taxonomy Distribution Report

Overview

• Total Concepts: 200
• Number of Taxonomies: 9
• Average Concepts per Taxonomy: 22.2

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
Vocabulary	VOCAB	48	24.0%	✅
History and Sovereignty	HIST	40	20.0%	✅
Culture and Values	CULT	37	18.5%	✅
Grammar and Structure	GRAM	28	14.0%	✅
Numbers and Counting	NUM	15	7.5%	✅
Greetings and Identity	GREET	11	5.5%	✅
Foundation Concepts	FOUND	9	4.5%	✅
Language Revitalization	REV	7	3.5%	✅
ACTFL Proficiency	LANG	5	2.5%	ℹ️ Under

Visual Distribution

Vocabulary              ████████████  48 ( 24.0%)
History and Sovereignty ██████████  40 ( 20.0%)
Culture and Values      █████████  37 ( 18.5%)
Grammar and Structure   ███████  28 ( 14.0%)
Numbers and Counting    ███  15 (  7.5%)
Greetings and Identity  ██  11 (  5.5%)
Foundation Concepts     ██   9 (  4.5%)
Language Revitalization █   7 (  3.5%)
ACTFL Proficiency       █   5 (  2.5%)

Balance Analysis

✅ No Over-Represented Categories

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

ℹ️ Under-Represented Categories (<3%)

• ACTFL Proficiency (LANG): 5 concepts (2.5%)
• Note: Small categories are acceptable for specialized topics

Category Details

Vocabulary (VOCAB)

Count: 48 concepts (24.0%)

Concepts:

• 1. Šá (It Is Red)
• 1. Tó (It Is Blue/Green)
• 1. Sápa (It Is Black)
• 1. Sáŋ (It Is White)
• 1. Žiží (It Is Yellow/Orange)
• 1. Ğí (It Is Brown)
• 1. Šúŋka (Dog)
• 1. Yúta (To Eat)
• 1. Máni (To Walk)
• 1. Yá (To Go)
• 1. Eyá (To Say / Speak)
• 1. Bímaza (To Read / Write)
• 1. Wóuŋsipi (Daily Life / Work)
• 1. Kičhí Wóuŋsipi (Work Together)
• 1. Wétȟo (Spring)
• ...and 33 more

History and Sovereignty (HIST)

Count: 40 concepts (20.0%)

Concepts:

• 1. Očhéthi Šakówiŋ Overview
• 1. Seven Council Fires Names
• 1. Bdewákhaŋthuŋwaŋ (Mdewakanton)
• 1. Waȟpékhute (Wahpekute)
• 1. Sisíthuŋwaŋ (Sisseton)
• 1. Waȟpéthuŋwaŋ (Wahpeton)
• 1. Iháŋkthuŋwaŋ (Yankton)
• 1. Iháŋkthuŋwaŋna (Yanktonai)
• 1. Thítȟuŋwaŋ (Teton/Lakota)
• 1. Pre-Contact Dakota Society
• 1. Band-Level Governance
• 1. Earned Leadership Model
• 1. Trade Network Vocabulary
• 1. Wampum Cultural Context
• 1. Bison Economy Overview
• ...and 25 more

Culture and Values (CULT)

Count: 37 concepts (18.5%)

Concepts:

• 1. Tiyóšpaye (Family Band)
• 1. Seasonal Calendar Overview
• 1. Oral Instruction Tradition
• 1. Kinship System Overview
• 1. Medicine Traditions Dakota
• 1. Wóuŋšila (Compassion/Humility)
• 1. Dakota Healing Practices
• 1. Language and Wellness
• 1. Mitákuye Oyásʼiŋ (All My Relations)
• 1. Relational Worldview Dakota
• 1. Wakȟáŋ Tȟáŋka (Great Mystery)
• 1. Dakota Sacred Traditions
• 1. Wačháŋtognaka (Generosity)
• 1. Ohítika (Bravery)
• 1. Ksapá (Wisdom)
• ...and 22 more

Grammar and Structure (GRAM)

Count: 28 concepts (14.0%)

Concepts:

• 1. Passive Name Construction
• 1. Personal Pronouns Dakota
• 1. Míye (I / Me)
• 1. Níye (You)
• 1. Iye (He / She / It)
• 1. Uŋkíyepi (We Inclusive)
• 1. Niyépi (You All)
• 1. Iyépi (They)
• 1. Stative Verbs Overview
• 1. Stative Verbs as Descriptors
• 1. Definite Article Kiŋ
• 1. Indefinite Article Waŋ
• 1. Animate vs. Inanimate Nouns
• 1. Possessive Prefixes
• 1. Dakota Word Order SOV
• ...and 13 more

Numbers and Counting (NUM)

Count: 15 concepts (7.5%)

Concepts:

• 1. Numbers 1–10 in Dakota
• 1. Waŋží (One)
• 1. Núŋpa (Two)
• 1. Yámni (Three)
• 1. Tópa (Four)
• 1. Záptaŋ (Five)
• 1. Šákpe (Six)
• 1. Šakówiŋ (Seven)
• 1. Šaglóğaŋ (Eight)
• 1. Napčíyuŋka (Nine)
• 1. Wikčémna (Ten)
• 1. Numbers 11–19 Dakota
• 1. Multiples of Ten Dakota
• 1. Numbers 100–1000 Dakota
• 1. Dakota Counting Systems

Greetings and Identity (GREET)

Count: 11 concepts (5.5%)

Concepts:

• 1. Gender-Specific Greetings
• 1. Háu (Male Greeting)
• 1. Haŋ (Female Greeting)
• 1. Háŋ (Yes)
• 1. Hiyá (No)
• 1. Pidámayaye (Thank You)
• 1. Tokhéya (Goodbye)
• 1. Léčhaŋna (See You Soon)
• 1. Tókheča Šni (You're Welcome)
• 1. Emáčiyapi (My Name Is)
• 1. Eníčiyapi (Your Name Is)

Foundation Concepts (FOUND)

Count: 9 concepts (4.5%)

Concepts:

• 1. Dakota Language Overview
• 1. Standard Dakota Orthography
• 1. Accent Marks in Dakota
• 1. Special Characters in Dakota
• 1. Aspirated Consonants
• 1. Dakota Dialect Group
• 1. Nakota Dialect Group
• 1. Lakota Dialect Group
• 1. Language and Worldview

Language Revitalization (REV)

Count: 7 concepts (3.5%)

Concepts:

• 1. Language Revitalization Overview
• 1. Master-Apprentice Programs
• 1. Language Immersion Programs
• 1. Dakhóta Iápi Okhódakičhiye
• 1. Language Endangerment
• 1. Language Sovereignty
• 1. Community-Based Language Learning

ACTFL Proficiency (LANG)

Count: 5 concepts (2.5%)

Concepts:

• 1. ACTFL Proficiency Scale
• 1. Novice Low Proficiency
• 1. Novice Mid Proficiency
• 1. Novice High Proficiency
• 1. Intermediate Low Proficiency

Recommendations

• ✅ Good balance: Categories are reasonably distributed (spread: 21.5%)
• ✅ 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