---
title: Multilingual Sentiment Analysis
emoji: 🌍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false
license: mit
---

# Multilingual Sentiment Analysis Tool

A comprehensive sentiment analysis tool supporting **English**, **Turkish**, and **Persian** languages using non-deep-learning approaches (lexicon-based, rule-based, and hybrid methods).

## Features

- 🌍 **Multilingual Support**: English, Turkish, and Persian
- 🔧 **Multiple Methods**: Lexicon-based, rule-based, and hybrid approaches
- 📊 **Batch Processing**: Analyze multiple texts at once
- ✨ **Advanced Rules**: 
  - Comprehensive sentiment lexicons (200+ words per language)
  - Idiom detection
  - Emoticon and emoji support
  - Negation scope detection
  - Intensifier and diminisher handling
  - Contrast word detection
  - And much more!

## Usage

1. Select your language (English, Turkish, or Persian)
2. Choose analysis method (Lexicon, Rule-based, or Hybrid)
3. Enter text and click "Analyze Sentiment"
4. View detailed results with polarity, confidence, and scores

## Methods

- **Lexicon-based**: Uses predefined sentiment dictionaries
- **Rule-based**: Extends lexicon with linguistic rules
- **Hybrid** (Recommended): Combines both approaches for best results

## Citation

If you use this tool in your research, please cite:

```
Multilingual Sentiment Analysis Tool (2024)
Non-Deep-Learning Approaches for Sentiment Analysis
```