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 ...

Have you ever wondered how businesses sift through mountains of customer feedback to uncover what truly matters? Imagine receiving hundreds, if not thousands, of ...

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 ...

Abstract: Sentiment analysis can be defined as a key NLP process that examines the tone of a text and identifies its emotional coloring in any of the following sentiments positive, neutral, or ...

BERT-Sentiment-Analysis: A project using BERT-based models to perform sentiment analysis on multilingual text data, with examples in Arabic and English. This repository demonstrates loading, ...