* This dataset supports online use.Click here to jump.

The dataset contains 422,000 sentiment analysis sentences and 3,309 sentiment analysis sentences as supplements.

There are 6 different emotions labeled in sentiment analysis: joy (143,067 samples), sadness (121,187 samples), anger (59,317 samples), fear (49,649 samples), love (34,554 samples), and surprise (14,972 samples).

Sentiment analysis was divided into 2 main sentiment categories: positive (1,679 samples), negative (1,630 samples).

This dataset is extremely suitable for the following tasks:

• Emotion Detection in Text
• Sentiment polarity classification
• Multi-task natural language processing applications
• Pre-train or fine-tune Transformer models like BERT, GPT, or similar architectures