Not all MMM tools are equal: Meridian, Robyn, Orbit, and Prophet explained

These open-source MMM tools solve different measurement problems, from budget optimization to forecasting and preprocessing.

17 New Excel Features for 2026 to Speed up Your Work

Discover 17 new Excel features and functions for 2026, so you track edits and data faster. Including auto-refreshing pivots ...
IEEE

Text Sentiment Analysis of Douban Film Short Comments Based on BERT-CNN-BiLSTM-Att Model

Abstract: To solve the problems of polysemy and feature extraction in the text sentiment analysis process, a BERT-CNN-BiLSTM-Att hybrid model has been proposed for text sentiment analysis. The BERT ...
IEEE

Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning

Abstract: Designing an effective representation learning method for multimodal sentiment analysis is a critical research area. The primary challenge is capturing shared and private information within ...
Wall Street Journal

Consumer Sentiment Remains Gloomy, Michigan Survey Finds

Consumers' economic mood recovered slightly in December but remained broadly gloomy as households face drawn-out inflation and a frustrating market for job seekers, according to the University of ...
Wall Street Journal

Consumer Sentiment Rose in December but Remains Dim, Michigan Survey Suggests

Consumers’ economic mood recovered slightly in December but remained broadly gloomy as households face drawn-out inflation and a frustrating labor market for job seekers, according to the University ...
Yahoo Finance

Consumer sentiment shows 'substantial decline' from last year amid higher prices, tough job market

Americans are heading into the holidays feeling worse about jobs and inflation than they did this time last year, with consumer sentiment hovering near record lows. Though the University of Michigan’s ...