X (formerly Twitter) generates a real-time stream of market-relevant signals. Post volume around a company, mention velocity, and engagement trends on X often move before price, before earnings announcements, and before consensus opinion shifts. For institutional investors, the question is not whether X data matters but how to use it in a disciplined way.
This post covers what X data actually measures, where it works as an investment signal, where it does not, and how to integrate it into a professional research workflow.
What X data measures
X analytics for investment research typically trac