Sentiment analysis is something very new and immature. Sentiment analysis allows you to identify general attitudes towards your brand (or a product). The goal of sentiment analysis is to assign a given social media comment with a degree of association to three basic categories: positive, negative or neutral. 1. Social Mention Social mention is always my first choice when it comes to the sentiment analysis.