Abstract: Sentiment analysis is an essential task in natural language processing (NLP) that has various applications ranging from product reviews to social media monitoring. Traditional approaches ...

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 applications of sentiment analysis are diverse and impactful for society. This research paper presents a comprehensive study on sentiment analysis using machine learning algorithms to ...

US consumer sentiment rose for the first time in five months, bolstered by a more optimistic outlook for personal finances as inflation expectations improved. The preliminary December sentiment index ...

American households felt a bit better about the economy in December compared with the previous month, according to a monthly index of consumer sentiment from the University of Michigan. A preliminary ...

WASHINGTON, Dec 5 (Reuters) - U.S. consumer sentiment improved in early December, but worries about high prices and the labor market persisted, a survey showed on Friday. The University of Michigan's ...