Types of Sentiment Analysis
A basic task in sentiment analysis is classifying the polarity of a given text at the document, sentence, or feature/aspect level—whether the expressed opinion in a document, a sentence or an entity feature/aspect is positive, negative, or neutral.
![demo7-list-01 img](https://cloud-data-science.com/wp-content/uploads/2020/07/demo7-list-01.png)
Fine-grained Analysis
Advanced, "beyond polarity" sentiment classification looks, for instance, at emotional states such as "angry", "sad", and "happy
- Polarity
![demo7-list-02 img](https://cloud-data-science.com/wp-content/uploads/2020/07/demo7-list-02.png)
Emotion detection
Predictive analytics is an area of statistics that deals with extracting information from data and using it to predict trends and behavior patterns.
- Positive
- Neutral
- Negative
![demo7-list-01 img](https://cloud-data-science.com/wp-content/uploads/2020/07/demo7-list-01.png)
Multilingual analysis
The enhancement of predictive web analytics calculates statistical probabilities of future events online.
- Probability