Financial News Sentiment and Market Signal Analysis
Financial News Sentiment and Market Signal Analysis
A laptop-CPU system that reads financial news the way an analyst does. FinBERT, LLM sentence embeddings and TF-IDF classify every Moneycontrol headline as positive, neutral or negative, and the headlines become a daily news-sentiment index for the Nifty-50. A walk-forward test with logistic regression, gradient boosting and a GRU then checks honestly whether that index predicts the next day's market.
Category: Natural Language Processing / FinTech / Time-Series Analytics
CSE Project 19 from ProTechSC Academy, with graphical abstract, video demonstration and project guidance.