MKT bellwether suite captures broad views and attitudes toward local and global economies, politics and various other topics to which institutional investors are most attuned.READ MORE
Based on data collected from thousands of media sources, MKT derives a set of indicators to predict returns, risks, liquidity and linkages of a large cross-section of firms.READ MORE
MKT estimates the likelihood of earnings surprises and returns around announcements of retailers based on data aggregated from many millions of individual sources.READ MORE
This academic paper utilizes our real-time proxies of retail corporate sales derived from multiple sources, including ~50 million mobile devices to proxy for real-time information available for managers about firm fundamentals. We conclude that managers do not fully disclose their private information and instead message to shareholders and analysts something of opposite sign.