MJ Petroni November 11, 2012 Hashtags and Semantic Analysis: A Brief View MJ Petroni November 11, 2012 There's another element of hashtags which is extremely important to companies and organizations (or even committed individuals) interested in listening to their ecosystems. It's called semantic analysis—the reading of conversations for meaning.