Sentiment Analysis on Social Media Data

NLP pipeline that classifies text as positive, negative or neutral

An NLP project that scrapes or ingests social media/text data and classifies sentiment using a trained model, with a dashboard to visualize results.

What's included

• Text preprocessing and feature extraction pipeline
• Trained sentiment classification model
• Interactive Streamlit dashboard for results
• Word cloud and sentiment distribution charts
• Full report explaining methodology

Tech stack