Update README.md

README.md

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----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+task_categories:
+- translation
+- token-classification
+- text-classification
+language:
+- so
+- en
+tags:
+- somali
+- stem
+- low-resource
+- nlp
+- africa
+- biology
+- chemistry
+- physics
+- mathematics
+- geography
+- education
+- terminology
+pretty_name: Somali STEM Terminology Dataset
+size_categories:
+- 1K<n<10K
+---
+
+# Somali STEM Terminology Dataset (Sample)
+
+## Overview
+
+A bilingual English–Somali terminology dataset covering 5 STEM domains.
+
+This is a **100-row public sample**. The full dataset contains 3,000+ terms.
+
+Somali is spoken by 20+ million people but is critically under-represented in AI training data. This is the only known structured Somali STEM lexicon in machine-readable format.
+
+## Fields
+
+| Field | Description |
+|-------|-------------|
+| English | Scientific term in English |
+| Somali | Somali translation |
+| Subject | Physics / Mathematics / Chemistry / Biology / Geography |
+| Source | Historical Somali educational materials |
+| definition_en | Definition in English |
+| definition_so | Definition in Somali |
+| example_en | Usage example in English |
+| example_so | Usage example in Somali |
+| difficulty_level | basic / intermediate / advanced |
+
+## Distribution
+
+| Subject | Rows |
+|---------|------|
+| Physics | 20 |
+| Mathematics | 20 |
+| Chemistry | 20 |
+| Biology | 20 |
+| Geography | 20 |
+| **Total** | **100** |
+
+## Example
+```json
+{
+  "English": "Photosynthesis",
+  "Somali": "Iftiinka-cunid",
+  "Subject": "Biology",
+  "Source": "Historical Somali educational materials",
+  "definition_en": "The process by which green plants use sunlight, water, and carbon dioxide to produce glucose and oxygen.",
+  "definition_so": "Habka ay dhirta cagaartu ku isticmaalaan iftiinka qorraxda, biyaha, iyo carbon dioxide si ay u soo saaraan glucose iyo ogsajiin.",
+  "example_en": "During photosynthesis, a leaf absorbs sunlight and converts water and CO2 into sugar stored for energy.",
+  "example_so": "Muddada iftiinka-cunidda, caleen waxay nuugtaa iftiinka qorraxda oo u bedeshaa biyaha iyo CO2 sonkor kaydiyay tamarta.",
+  "difficulty_level": "basic"
+}
+```
+
+## Use Cases
+
+- Machine translation Somali ↔ English
+- NLP for low-resource languages
+- STEM education tools for Somalia and diaspora
+- Domain-specific fine-tuning of language models
+- Named Entity Recognition for scientific text
+
+## Source
+
+Compiled and structured from historical Somali educational materials.
+
+## Notes
+
+- This repository contains a public sample only
+- Full dataset available for research collaboration and licensing upon request
+
+## License
+
+CC BY 4.0 — Free to use with attribution, including commercial use.
+
+Contact via HuggingFace for full dataset access and licensing.