I only bring this up because I’m fascinated by the degree to which brains have evolved to become more powerful than guns. Society’s founding geniuses engineered a social system that encourages the young people who have guns to shoot at each other instead of robbing old people. Forgive me for calling that awesome. Arguably, the most important function of human language is to protect the smart from the strong. Humans use words to create sentences, and sentences to create concepts, such as our notions of duty and honor. Powerful concepts control behavior. Without our language and concepts, the strong would kill the smart, and humans wouldn’t evolve to be any smarter. I think you could say that human evolution is being guided at least partly by the power of ideas.
Understanding the number of adjectives being used by a community, or associated with a topic, for example, is fundamental to understanding how opinion is expressed. Adjectives are an important sub-area that any opinion mining technology needs to master (along with all the other forms of opinion expression).
Understanding the growth of nouns in a community, and the appearance of new ones, is an important signal when tracking conversations and social trends at all levels.
A simple experiment to explore this space is to scan a collection of documents and graph the appearance of hitherto unseen terms. The graph below shows this for a sample of blog data. The x-axis shows the number of documents inspected, the y-axis shows the number of types of a certain part of speech (NN = nouns, JJ = adjectives, VB = verbs, RB = adverbs).
The word “capitalize” comes from “capital,” meaning “head,” and is associated with importance, material wealth, assets and advantages. We have capital cities and capital ideas. We give capital punishment and accrue political, social and financial capital. And then there is capitalism, which is linked to private ownership, markets and investments. These words shore up the towering single letter that signifies us as discrete beings and connote confidence, dominance and the ambition to pull ourselves up by our own bootstraps.