Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.

A set of tools for analyzing stocks of interest.

Visualisation of top 50 discussed stocks on popular subreddit WSB

An NLP-driven tool for financial news sentiment analysis. Features automated data collection for multiple stock tickers, sentiment scoring with FinBERT, persistent storage, and an interactive dashboard for visualizing sentiment trends by ticker and sector, with capabilities for stock price correlation analysis.

A pipeline that ingests daily DJIA news headlines, computes FinBERT sentiment and technical indicators, and trains an XGBoost model to predict the next-day Dow Jones direction.