README.md

---
license: cc-by-nc-4.0
task_categories:
- text-classification
- question-answering
- summarization
language:
- en
tags:
- education
- science
- flashcards
- interactive
- learning
- math
- technology
- engineering
- medicine
- law
- chem
- physics
- chemistry
- socialscinces
pretty_name: Nampalli Srinivas
size_categories:
- n<1K
---
### 1. Educational-Flashcards-for-Global-Learners/README.md

# Educational Flashcards Dataset

## Overview
A comprehensive collection of 100 educational flashcards covering STEM, humanities, law, arts, and cultural topics. Curated with 70% Indian content, 25% European, and 5% other Asian perspectives to promote diverse knowledge representation.

## Dataset Structure

```json
{
  "input": "Text description",
  "output": {
    "type": "flashcards",
    "topic": "Subject name",
    "difficulty": "beginner/intermediate/advanced",
    "cards": [
      {"question": "...", "answer": "..."}
    ]
  }
}
```

## Intended Use
- Educational applications
- AI tutoring systems
- Language learning tools
- Knowledge reinforcement

## Prohibited Use
- Misrepresentation of cultural content
- Biased AI training
- Plagiarism without attribution
- Commercial use without permission

## Creators
- Srinivas (Project Lead)
- Yathi Pachauri (Co-Project Lead)
-  Swarnim Gupta (Co-Project Lead)

## License
Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)


## Citation
```bibtex
@misc{educational_flashcards_2025,
  title = {Multicultural Educational Flashcards Dataset},
  author = {Srinivas, Yathi Pachauri,  Swarnim Gupta},
  year = {2025},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/Srinivasmec26/Educational-Flashcards-for-Global-Learners}
}
```

## Content Distribution
| Region | Percentage | Examples |
|--------|------------|----------|
| India | 70% | Indian history, constitution, arts, STEM |
| Europe | 25% | European history, scientific discoveries |
| Other Asia | 5% | Cultural traditions, innovations |