Abstract: A key element of natural language processing is sentiment analysis, which comprises recognizing and understanding opinions and emotions in text. Traditional sentiment categorization methods ...

In 2026, trading is no longer just about charts, instincts, or financial experience. The real competition in the market has ...

Data analysis is no longer a specialist skill reserved for analysts. It now supports finance, trading, ecommerce, marketing, ...

Among early- and mid-career computer science graduates, men are more likely than women to report no intentions to leave their ...

We study dynamic visual representations as a proxy for investor sentiment about the stock market. Our sentiment index, GIFsentiment, is constructed from millions of posts in the Graphics Interchange ...

Consumer sentiment reflects consumers' overall attitude and confidence regarding the economy. Positive consumer sentiment often leads to increased spending, driving economic growth. Negative consumer ...

Social media platforms, particularly Twitter, have become vital sources for understanding public sentiment due to the rapid, large-scale generation of user opinions. Sentiment analysis of Twitter data ...