To analyze the impact of news, social media metrics, and other unstructured data on stock market sentiment.
To identify the most effective sentiment analysis techniques for predicting stock market movements.
To investigate the relationship between stock market sentiment and stock price fluctuations.
Gather relevant data sources, including news articles, social media feeds, and financial reports.
Develop and apply sentiment analysis algorithms to quantitatively measure market sentiment.
Perform statistical analysis to determine the correlation between sentiment scores and stock price movements.
Present findings and recommendations for incorporating sentiment analysis into stock market trading strategies.
