News Sentiment Analysis

This is a Django-based web application for news sentiment analysis using a pre-trained BERT model. The project leverages PyTorch, the Transformers library, and NLTK for text preprocessing. Model link : https://colab.research.google.com/drive/1nuHKuOl6nQU0Ht5CU-ioZyrR21n1UQMq#scrollTo=VdgL-2BWOTI3

Requirements

• Python 3.6+
• Django
• PyTorch
• Transformers
• NLTK
• Pandas
• NumPy

Install dependencies

pip install -r requirements.txt

create virtual environment to avoid clashes

Starting app

run the following commands:

python manage.py migrate

python manage.py runserver

demo