README.md

metadata

title: Sentiment Analyzer
emoji: 🏆
colorFrom: yellow
colorTo: red
sdk: gradio
sdk_version: 5.17.1
app_file: app.py
pinned: false
license: apache-2.0

Sentiment Analyzer

An interactive tool for sentiment analysis using the nlptown/bert-base-multilingual-uncased-sentiment model. Built with Gradio and deployed on Hugging Face Spaces.

Features

• Sentiment Analysis: Predicts sentiment on a 1 to 5-star scale.
• Multilingual Support: Works with multiple languages.
• User-Friendly Interface: Simple input and output for quick analysis.
• No Installation Required: Use it directly online.

Access the App

Try it here:
https://huggingface.co/spaces/RawadAlghamdi/sentiment-analyzer

Running Locally (Optional)

To run the app on your machine:

1. Install dependencies:

   pip install gradio transformers torch
   

2. Run the application:

   python app.py
   

3. Open the provided local URL in your browser.

How It Works

1. Enter a sentence or paragraph into the input box.
2. Click submit to analyze the sentiment.
3. The predicted sentiment (1 to 5 stars) appears in the output box.

Customization

• Replace the model in pipeline("sentiment-analysis", model="nlptown/bert-base-multilingual-uncased-sentiment") to test other sentiment analysis models.
• Modify examples to add more test inputs.

License

Licensed under the Apache License 2.0. See LICENSE for details.