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Sentiment Analysis

[ˈsɛntɪmənt əˈnæləsɪs]
Natural Language Processing
Last updated: December 9, 2024

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

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