Taxonomy Distribution Report

Overview

• Total Concepts: 368
• Number of Taxonomies: 17
• Average Concepts per Taxonomy: 21.6

Distribution Summary

Category	TaxonomyID	Count	Percentage	Status
NATION	NATION	63	17.1%	✅
ARTS	ARTS	33	9.0%	✅
CRAFT	CRAFT	32	8.7%	✅
MOD	MOD	19	5.2%	✅
LANG	LANG	19	5.2%	✅
FEST	FEST	19	5.2%	✅
FAITH	FAITH	18	4.9%	✅
GEO	GEO	17	4.6%	✅
ANC	ANC	17	4.6%	✅
EMP	EMP	17	4.6%	✅
FOOD	FOOD	17	4.6%	✅
SOC	SOC	17	4.6%	✅
IDEA	IDEA	17	4.6%	✅
LIT	LIT	16	4.3%	✅
DIAS	DIAS	16	4.3%	✅
ID	ID	16	4.3%	✅
POP	POP	15	4.1%	✅

Visual Distribution

NATION ████████  63 ( 17.1%)
ARTS   ████  33 (  9.0%)
CRAFT  ████  32 (  8.7%)
MOD    ██  19 (  5.2%)
LANG   ██  19 (  5.2%)
FEST   ██  19 (  5.2%)
FAITH  ██  18 (  4.9%)
GEO    ██  17 (  4.6%)
ANC    ██  17 (  4.6%)
EMP    ██  17 (  4.6%)
FOOD   ██  17 (  4.6%)
SOC    ██  17 (  4.6%)
IDEA   ██  17 (  4.6%)
LIT    ██  16 (  4.3%)
DIAS   ██  16 (  4.3%)
ID     ██  16 (  4.3%)
POP    ██  15 (  4.1%)

Balance Analysis

✅ No Over-Represented Categories

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

Category Details

NATION (NATION)

Count: 63 concepts (17.1%)

Concepts:

• 1. Republic of India
• 1. Constitution of India
• 1. Parliament of India
• 1. Elections in India
• 1. New Delhi
• 1. States and Union Territories
• 1. Linguistic States
• 1. Northeast India
• 1. South India
• 1. Adivasi Communities
• 1. Unity in Diversity
• 1. National Symbols of India
• 1. Indian Economy
• 1. Indian Rupee
• 1. ISRO
• ...and 48 more

ARTS (ARTS)

Count: 33 concepts (9.0%)

Concepts:

• 1. Raga
• 1. Tala
• 1. Sargam
• 1. Hindustani Music
• 1. Carnatic Music
• 1. Gharana
• 1. Guru-Shishya Tradition
• 1. Sitar
• 1. Tabla
• 1. Veena
• 1. Qawwali
• 1. Ghazal
• 1. Baul Music
• 1. Folk Music
• 1. Bhangra
• ...and 18 more

CRAFT (CRAFT)

Count: 32 concepts (8.7%)

Concepts:

• 1. Stupa
• 1. Hindu Temple Architecture
• 1. Jali
• 1. Mughal Architecture
• 1. Calligraphy
• 1. Mughal Miniature Painting
• 1. Sigiriya
• 1. Thangka
• 1. Madhubani Painting
• 1. Rangoli
• 1. Kolam
• 1. Mehndi
• 1. Terracotta
• 1. Block Printing
• 1. Truck Art
• ...and 17 more

MOD (MOD)

Count: 19 concepts (5.2%)

Concepts:

• 1. Battle of Plassey
• 1. Revolt of 1857
• 1. British Raj
• 1. Princely States
• 1. Anglo-Afghan Wars
• 1. Bengal Famine of 1943
• 1. Indian National Congress
• 1. All-India Muslim League
• 1. Mahatma Gandhi
• 1. Satyagraha
• 1. B. R. Ambedkar
• 1. Muhammad Ali Jinnah
• 1. Partition of 1947
• 1. Radcliffe Line
• 1. Partition Migration
• ...and 4 more

LANG (LANG)

Count: 19 concepts (5.2%)

Concepts:

• 1. Language Family
• 1. Indo-Aryan Languages
• 1. Dravidian Languages
• 1. Tibeto-Burman Languages
• 1. Austroasiatic Languages
• 1. Iranian Languages
• 1. Eighth Schedule
• 1. Hindi-Urdu (Hindustani)
• 1. Bengali Language
• 1. Tamil Language
• 1. Brahmi Script
• 1. Abugida
• 1. Devanagari
• 1. Gurmukhi
• 1. Perso-Arabic Script
• ...and 4 more

FEST (FEST)

Count: 19 concepts (5.2%)

Concepts:

• 1. Lunisolar Calendar
• 1. Islamic Lunar Calendar
• 1. Diwali
• 1. Holi
• 1. Navaratri and Durga Puja
• 1. Dashain and Tihar
• 1. Ramadan
• 1. Eid al-Fitr
• 1. Eid al-Adha
• 1. Ashura
• 1. Vaisakhi
• 1. Pohela Boishakh
• 1. Pongal and Makar Sankranti
• 1. Onam
• 1. Vesak
• ...and 4 more

FAITH (FAITH)

Count: 18 concepts (4.9%)

Concepts:

• 1. Hinduism
• 1. Dharma
• 1. Karma and Rebirth
• 1. Puja
• 1. Buddhism
• 1. Theravada and Vajrayana
• 1. Jainism
• 1. Ahimsa
• 1. Islam in South Asia
• 1. Sunni and Shia Islam
• 1. Sikhism
• 1. Guru Granth Sahib
• 1. Langar
• 1. Christianity in South Asia
• 1. Zoroastrians (Parsis)
• ...and 3 more

GEO (GEO)

Count: 17 concepts (4.6%)

Concepts:

• 1. South Asia
• 1. Indian Subcontinent
• 1. SAARC
• 1. Himalaya
• 1. Hindu Kush
• 1. Indus River
• 1. Ganges (Ganga) River
• 1. Brahmaputra River
• 1. Indo-Gangetic Plain
• 1. Deccan Plateau
• 1. Western and Eastern Ghats
• 1. Thar Desert
• 1. Monsoon
• 1. Bay of Bengal
• 1. Indian Ocean
• ...and 2 more

ANC (ANC)

Count: 17 concepts (4.6%)

Concepts:

• 1. Mehrgarh
• 1. Indus Valley Civilization
• 1. Harappa and Mohenjo-daro
• 1. Indus Script
• 1. Indo-Aryan Migration
• 1. Vedic Period
• 1. The Vedas
• 1. Sanskrit
• 1. Mahajanapadas
• 1. Rise of Buddhism and Jainism
• 1. Maurya Empire
• 1. Ashoka
• 1. Edicts of Ashoka
• 1. Kushan Empire
• 1. Sangam Age
• ...and 2 more

EMP (EMP)

Count: 17 concepts (4.6%)

Concepts:

• 1. Indian Ocean Trade
• 1. Chola Dynasty
• 1. Sri Lankan Kingdoms
• 1. Early Islam in South Asia
• 1. Delhi Sultanate
• 1. Vijayanagara Empire
• 1. Bhakti Movement
• 1. Sufism
• 1. Guru Nanak
• 1. Mughal Empire
• 1. Akbar
• 1. Indo-Persian Culture
• 1. Taj Mahal
• 1. Maratha Empire
• 1. Durrani Empire
• ...and 2 more

FOOD (FOOD)

Count: 17 concepts (4.6%)

Concepts:

• 1. Staple Grains
• 1. Regional Cuisines
• 1. Thali
• 1. Masala
• 1. Tadka
• 1. Dal
• 1. Roti and Naan
• 1. Biryani
• 1. Columbian Exchange
• 1. Chai
• 1. Street Food
• 1. Mithai
• 1. Dietary Rules and Faith
• 1. Vegetarianism in South Asia
• 1. Halal
• ...and 2 more

SOC (SOC)

Count: 17 concepts (4.6%)

Concepts:

• 1. Joint Family
• 1. Kinship Terms
• 1. Respect for Elders
• 1. Naming Traditions
• 1. Surnames
• 1. Varna and Jati
• 1. Caste System
• 1. Caste Discrimination Laws
• 1. Life-Cycle Rituals
• 1. Coming-of-Age Rites
• 1. Weddings
• 1. Arranged Marriage
• 1. Mehndi Night and Sangeet
• 1. Nikah
• 1. Anand Karaj
• ...and 2 more

IDEA (IDEA)

Count: 17 concepts (4.6%)

Concepts:

• 1. Brahmi Numerals
• 1. Place Value System
• 1. Zero
• 1. Aryabhata
• 1. Brahmagupta
• 1. Hindu-Arabic Numerals
• 1. Al-Biruni
• 1. Kerala School
• 1. Panini's Grammar
• 1. Ayurveda
• 1. Sushruta Samhita
• 1. Unani Medicine
• 1. Yoga
• 1. Chaturanga
• 1. Wootz Steel
• ...and 2 more

LIT (LIT)

Count: 16 concepts (4.3%)

Concepts:

• 1. Oral Tradition
• 1. Ramayana
• 1. Mahabharata
• 1. Bhagavad Gita
• 1. Jataka Tales
• 1. Panchatantra
• 1. Sangam Literature
• 1. Kalidasa
• 1. Kabir
• 1. Akbar and Birbal Tales
• 1. Mirza Ghalib
• 1. Rabindranath Tagore
• 1. Kazi Nazrul Islam
• 1. Allama Iqbal
• 1. Partition Literature
• ...and 1 more

DIAS (DIAS)

Count: 16 concepts (4.3%)

Concepts:

• 1. Diaspora
• 1. Indentured Labor
• 1. Indo-Caribbean Communities
• 1. South Asians in East Africa
• 1. Uganda Expulsion of 1972
• 1. British South Asians
• 1. Gulf Migrant Workers
• 1. Remittances
• 1. Punjabi Pioneers in California
• 1. Bhagat Singh Thind Case
• 1. Immigration Act of 1965
• 1. South Asians in Minnesota
• 1. Model Minority Myth
• 1. Post-9/11 Backlash
• 1. Desi Identity
• ...and 1 more

ID (ID)

Count: 16 concepts (4.3%)

Concepts:

• 1. Cultural Identity
• 1. Hyphenated Identity
• 1. Third Culture Kids
• 1. Stereotypes
• 1. Colorism
• 1. Cultural Appropriation
• 1. Cultural Appreciation
• 1. Intergenerational Dialogue
• 1. Oral History
• 1. Informed Consent
• 1. Active Listening
• 1. Cultural Preservation
• 1. Allyship
• 1. Student Clubs
• 1. Community Organizing
• ...and 1 more

POP (POP)

Count: 15 concepts (4.1%)

Concepts:

• 1. Bollywood
• 1. Regional Cinemas
• 1. Satyajit Ray
• 1. Pakistani Cinema
• 1. Playback Singing
• 1. Pakistani Dramas
• 1. Coke Studio
• 1. Global South Asian Pop
• 1. Streaming Era
• 1. Representation in Media
• 1. Cricket
• 1. India-Pakistan Rivalry
• 1. Field Hockey
• 1. Kabaddi
• 1. Carrom

Recommendations

• ✅ Excellent balance: Categories are evenly distributed (spread: 13.0%)
• ✅ 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