Definition
The process of determining the emotional tone or opinion expressed in text.
Detailed Explanation
Sentiment analysis uses NLP and machine learning to identify and extract subjective information from text sources. It can classify text as positive, negative, or neutral, and sometimes detect specific emotions or attitudes. Advanced systems can handle sarcasm, context, and multiple sentiments within the same text.
Use Cases
Social media monitoring, product review analysis, brand monitoring, customer feedback analysis