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---
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title: Multilingual Sentiment Analysis
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emoji: π
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colorFrom: blue
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colorTo: purple
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sdk: gradio
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sdk_version: 6.2.0
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app_file: app_gradio.py
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pinned: false
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license: mit
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---
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# Multilingual Sentiment Analysis Tool
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A comprehensive sentiment analysis tool supporting **English**, **Turkish**, and **Persian** languages using non-deep-learning approaches (lexicon-based, rule-based, and hybrid methods).
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## Features
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- π **Multilingual Support**: English, Turkish, and Persian
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- π§ **Multiple Methods**: Lexicon-based, rule-based, and hybrid approaches
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- π **Batch Processing**: Analyze multiple texts at once
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- β¨ **Advanced Rules**:
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- Comprehensive sentiment lexicons (200+ words per language)
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- Idiom detection
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- Emoticon and emoji support
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- Negation scope detection
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- Intensifier and diminisher handling
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- Contrast word detection
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- And much more!
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## Usage
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1. Select your language (English, Turkish, or Persian)
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2. Choose analysis method (Lexicon, Rule-based, or Hybrid)
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3. Enter text and click "Analyze Sentiment"
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4. View detailed results with polarity, confidence, and scores
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## Methods
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- **Lexicon-based**: Uses predefined sentiment dictionaries
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- **Rule-based**: Extends lexicon with linguistic rules
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- **Hybrid** (Recommended): Combines both approaches for best results
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## Citation
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If you use this tool in your research, please cite:
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```
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Multilingual Sentiment Analysis Tool (2024)
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Non-Deep-Learning Approaches for Sentiment Analysis
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```
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