Django Sentiment Analysis Web Application

This project is a web-based sentiment analysis application built using Django and a Logistic Regression model. Users can enter text and receive a sentiment prediction (Positive or Negative).

Overview

The application performs:

• Text preprocessing using NLTK
• Feature extraction
• Sentiment prediction using a trained Logistic Regression model
• Web-based interaction using Django

Tech Stack

• Python
• Django
• scikit-learn
• NLTK
• NumPy
• SQLite