PROJECT_INFO.md

# Language Translation Dataset - Project Information

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Language Translation Dataset - Project Information
Author: RSK World
Website: https://rskworld.in
Email: help@rskworld.in
Phone: +91 93305 39277
Copyright © 2016 RSK World. All rights reserved.
-->

## Project Overview

**Project ID**: 25
**Title**: Language Translation Dataset
**Category**: Text Data
**Difficulty**: Advanced

## Description

Parallel corpus dataset with sentence pairs in multiple languages for machine translation and multilingual NLP applications.

### Full Description

This dataset contains parallel sentence pairs in multiple languages with aligned translations. Perfect for machine translation, multilingual NLP, and cross-lingual model training.

## Technologies

- TSV (Tab-Separated Values)
- JSON
- Transformers
- mBERT (Multilingual BERT)
- mT5 (Multilingual T5)

## Features

- ✅ Parallel sentences
- ✅ Multiple language pairs
- ✅ Aligned translations
- ✅ Training and validation sets
- ✅ Ready for translation models

## Dataset Details

### Languages Included

- English
- Spanish
- French
- German

### File Formats

- **TSV**: Tab-separated values for easy processing with pandas
- **JSON**: Structured format for programmatic access

### Dataset Structure

- Training set: 15 parallel sentence pairs
- Validation set: 5 parallel sentence pairs
- Sample data: 10 examples for preview

## Project Files

### Data Files
- `data/train.tsv` - Training dataset (TSV)
- `data/train.json` - Training dataset (JSON)
- `data/validation.tsv` - Validation dataset (TSV)
- `data/validation.json` - Validation dataset (JSON)
- `data/sample_data.json` - Sample data for preview

### Scripts
- `scripts/process_data.py` - Main data processing script
- `scripts/convert_format.py` - Format conversion utility
- `scripts/analyze_dataset.py` - Dataset analysis tool

### Documentation
- `README.md` - Main documentation
- `SETUP.md` - Setup and installation guide
- `PROJECT_INFO.md` - This file

### Demo
- `index.html` - Interactive demo page

## Usage

### Quick Start

```bash
# Install dependencies
pip install -r requirements.txt

# Process data
python scripts/process_data.py

# Run examples
python examples/example_usage.py
```

## Contact Information

**Author**: RSK World
**Website**: https://rskworld.in
**Email**: help@rskworld.in
**Phone**: +91 93305 39277

## License

Copyright © 2024 RSK World. All rights reserved.

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**Created by RSK World** - Free Programming Resources & Source Code