The best AI trading bots depend on your strategy, how hands-on you want to be, and your budget. As automated trading goes ...

The headline University of Michigan (UM) consumer sentiment index ticked up to 53.3 in early December 2025, from 51.0 in November. Inflation expectations among households fell: the expected rate over ...

Abstract: The rapid growth of live streaming platforms has created a demand for systems that can analyze user sentiment in real time during high-impact events. This study presents a scalable ...

In today’s data-rich environment, business are always looking for a way to capitalize on available data for new insights and increased efficiencies. Given the escalating volumes of data and the ...

Abstract: To tackle the challenge of data diversity in sentiment analysis and improve the accuracy and generalization ability of sentiment analysis, this study first cleans, denoises, and standardizes ...

The Stock Market Sentiment Analyzer is an end-to-end system that fetches, processes, and analyzes financial news articles to provide actionable insights for stock market analysis. It combines ...

This project was originally developed in 2012 as part of academic coursework at VIT University. In 2025, it has been modernized and updated to leverage current best practices in Python, NLP, and ...