Sentiment Analysis TextBlob Gradio

What is Sentiment Analysis TextBlob Gradio ?

Sentiment Analysis TextBlob Gradio is a tool designed for analyzing the sentiment of text. It leverages the TextBlob library to provide polarity and subjectivity scores. This tool is built on the Gradio platform, making it accessible via a user-friendly interface. It allows users to input text and receive immediate sentiment analysis results, helping to determine whether the text conveys positive, negative, or neutral sentiment.

Features

• Sentiment Analysis: Provides polarity scores ranging from -1 to 1, where -1 is very negative and 1 is very positive. • Subjectivity Analysis: Offers subjectivity scores, indicating how subjective or objective the text is. • User-Friendly Interface: Built with Gradio, making it easy to interact with for users of all skill levels. • Real-Time Results: Analyzes text and displays results instantly. • Text Input Support: Accepts raw text input for analysis.

How to use Sentiment Analysis TextBlob Gradio ?

To use Sentiment Analysis TextBlob Gradio, follow these steps:

1. Install the required libraries: gradio and textblob.

   pip install gradio textblob
   

2. Launch the Gradio app.
3. Enter the text you want to analyze in the input box.
4. Click the "Analyze" button to get sentiment results.
5. Review the polarity and subjectivity scores provided.

Frequently Asked Questions

What does the polarity score represent?
The polarity score is a float value between -1 and 1, where -1 indicates extremely negative sentiment, 0 is neutral, and 1 is extremely positive.

Can I customize the sentiment analysis model?
No, TextBlob uses predefined models for sentiment analysis, so customization is limited.

Is Sentiment Analysis TextBlob Gradio suitable for long texts?
Yes, it can handle long texts, but processing time may increase with longer input.