Spaces:
Sleeping
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README.md
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license: apache-2.0
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---
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pinned: false
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license: apache-2.0
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---
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# Sentiment Analyzer
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An interactive tool for sentiment analysis using the `nlptown/bert-base-multilingual-uncased-sentiment` model. Built with Gradio and deployed on Hugging Face Spaces.
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## Features
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- **Sentiment Analysis**: Predicts sentiment on a 1 to 5-star scale.
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- **Multilingual Support**: Works with multiple languages.
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- **User-Friendly Interface**: Simple input and output for quick analysis.
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- **No Installation Required**: Use it directly online.
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## Access the App
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Try it here:
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[https://huggingface.co/spaces/RawadAlghamdi/sentiment-analyzer](https://huggingface.co/spaces/RawadAlghamdi/sentiment-analyzer)
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## Running Locally (Optional)
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To run the app on your machine:
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1. Install dependencies:
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```bash
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pip install gradio transformers torch
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```
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2. Run the application:
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```bash
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python app.py
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```
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3. Open the provided local URL in your browser.
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## How It Works
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1. Enter a sentence or paragraph into the input box.
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2. Click submit to analyze the sentiment.
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3. The predicted sentiment (1 to 5 stars) appears in the output box.
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## Customization
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- Replace the model in `pipeline("sentiment-analysis", model="nlptown/bert-base-multilingual-uncased-sentiment")` to test other sentiment analysis models.
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- Modify `examples` to add more test inputs.
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## License
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Licensed under the **Apache License 2.0**. See [LICENSE](LICENSE) for details.
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