Choose from the definitions below the best definition of sentiment analysis.

Question $3$ options:

Sentiment analysis uses data to show what individuals, systems, and machines are doing in a visual format.

Sentiment analysis is an analytics technique that visualizes relationships among participants in a data set to learn about the social structure those relationships create.

Sentiment analysis uses NLP to interpret and classify the emotions underneath language in a text format.

Sentiment analysis is a technique that gathers, transforms, and visualizes geographic data and imagery.