Emotions in Text Dataset
Emotions in Text Dataset
Datasets
Emotions in Text Dataset
File
Emotions in Text
Use Case
Emotions in Text
Description
Explore our enriched Emotions in Text Dataset, designed for multiclass classification. This dataset includes labeled emotions, intensity scores.
Description:
This dataset was created for a multiclass classification task, focusing on identifying various emotions expressed in text beyond simple sentiments like positive, negative, and neutral. The dataset consolidates and cleans data from multiple sources, providing a ready-to-use CSV file for emotion detection.
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Content
The dataset consists of two columns: “Text” and “Emotions.” The “Text” column contains the sentences, while the “Emotions” column labels these sentences with emotions such as happiness, sadness, love, fear, and more.
Expanded Content
In addition to the existing content, this enhanced dataset now includes:
- Emotion Intensity: A numerical value indicating the strength of the emotion expressed in each sentence.
- Contextual Tags: Additional tags that provide context for the emotion, such as “relationship”, “work”, “health”, etc.
- Source Information: Metadata indicating the source of each text entry, which could help in understanding the context better.
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