ydata-profiling-multilingual 1.1.1

forked from ydataai/ydata-profiling and modify the code to support international multilingual functionality

YData Profiling Multilingual

Note: This is a fork of ydataai/ydata-profiling with added international multilingual functionality. I only implemented multilingual language support - all core profiling features remain unchanged from the original project.

🌍 What I Added

This fork adds comprehensive internationalization (i18n) support to the original ydata-profiling:

• 🔤 Multi-language Support: Built-in English, Chinese, and framework for custom languages
• 🛠️ Custom Translations: Users can create and load their own translation files
• 📊 Localized Reports: All UI elements, labels, and messages are translatable
• ⚙️ Translation Tools: Command-line utilities for creating and validating translations
• 🔄 100% Backward Compatibility: Works exactly like original ydata-profiling

🙏 Credits

• Original Project: ydata-profiling by YData team
• Multilingual Enhancement: Added by Landon Zeng
• What I Did: Only implemented i18n functionality - all core features are from the original project

🚀 Quick Start

Installation

pip install ydata-profiling-multilingual

Basic Usage (Same as Original + Language Support)

import pandas as pd
from ydata_profiling import ProfileReport
 
# Create sample data
df = pd.DataFrame({
    'numeric': [1, 2, 3, 4, 5],
    'categorical': ['A', 'B', 'A', 'C', 'B'],
})
 
# Generate report in Chinese (NEW FEATURE)
profile = ProfileReport(df, title="数据分析报告", locale='zh')
profile.to_file("chinese_report.html")
 
# Generate report in English (same as original)
profile = ProfileReport(df, title="Data Analysis Report")
profile.to_file("english_report.html")

🌐 Supported Languages

• English (en) - Default
• Chinese Simplified (zh) - 简体中文
• Custom Languages - Add your own!

🔧 New Multilingual Features

Export Translation Template

# Use new command line tool
ydata-profiling-translate create-template -l en -o ./my_template.json

Create Custom Translation

from ydata_profiling.i18n import load_translation_file, set_locale
 
# Load your custom translation file
load_translation_file('my_french.json', 'fr')
 
# Generate French report
profile = ProfileReport(df, title="Rapport d'Analyse", locale='fr')

Load Translation Directory

from ydata_profiling.i18n import add_translation_directory
 
# Load all translations from a directory
add_translation_directory('./my_translations/')

📚 Examples

Check the examples/ folder for complete workflows:

# Run the complete example
python examples/translation_workflow_example.py

🔄 Migration from Original

If you're using the original ydata-profiling, migration is seamless:

# Your existing code works unchanged
from ydata_profiling import ProfileReport
profile = ProfileReport(df)  # Still works!
 
# Just add locale for multilingual support
profile = ProfileReport(df, locale='zh')  # Now with Chinese!

🤝 Contributing

This project focuses only on multilingual functionality. For core profiling features:

• Core Issues: Please report to original ydata-profiling
• Translation Issues: Report here at ydata-profiling-multilingual

Adding New Languages

1. Export English template: ydata-profiling-translate create-template
2. Translate the JSON file
3. Submit PR with your translation

📄 License

Same as original project: MIT License

🔗 Links

• Original Project: ydata-profiling
• This Fork: ydata-profiling-multilingual
• My GitHub: landonzeng

⚠️ Disclaimer

I am not affiliated with YData. This is an independent fork that adds multilingual support. All core profiling algorithms and features are from the original ydata-profiling project. I only implemented the internationalization layer.

🌟 If this multilingual version helps you, please star both repositories:

• ⭐ Original ydata-profiling
• ⭐ This multilingual fork