1. Twitter sentiment analysis and its importance for business analysis Sentiment analysis refers to identifying as well as classifying the sentiments that are expressed in the text source. It aims to analyze people's sentiments, attitudes, opinions, emotions, etc. towards elements such as products, individuals, topics, organizations, and services.