Stock Prediction with Twitter Sentiment Analysis

• Compiled and processed Twitter data using Python to gather over 50,000 data points for sentiment analysis, contributing to a more robust dataset for better prediction model tuning.
• Employed NLP techniques and HuggingFace's FINBERT model to analyze sentiment in tweets related to S&P BSE 500 stocks, resulting in a 5% increase in prediction accuracy

Oct, 2023 - Dec, 2023