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Social Media Emotion Classification Dataset

Mental Health & Wellness

Tags and Keywords

Text

Nlp

Psychology

Emotion

Classification

Tweets

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Social Media Emotion Classification Dataset Dataset on Opendatabay data marketplace

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Free

About

This dataset is designed for emotion identification within natural language processing (NLP) and data science projects. It serves as test data specifically for classifying emotions in tweets, enabling users to train and build robust models for emotional analysis. The content has been manually annotated using Best-Worst Scaling (BWS) to obtain reliable real-valued scores.

Columns

  • text: This column contains the tweet content.
  • label: This column specifies the emotional category to which the tweet belongs. Unique values for this column include 'fear' (32% of data), 'anger' (24% of data), and 'Other' (44% of data), representing 3099 distinct categories in total.

Distribution

Data files are typically provided in CSV format. Specific numbers for rows or records are not available within the provided sources.

Usage

This dataset is ideal for:
  • Training and building robust models for emotion analysis.
  • Performing emotional analysis within various NLP and data science projects.
  • Developing and evaluating text classification models focused on emotional sentiment.

Coverage

  • Geographic Scope: The data is considered global in its scope.
  • Time Range: The dataset was listed on 8th June 2025; however, the specific time range for the data collection itself is not provided.
  • Demographic Scope: Not explicitly detailed, but implied by the nature of tweets to represent a broad range of public expressions.

License

CCO

Who Can Use It

This dataset is well-suited for:
  • Data scientists and NLP practitioners seeking to build and enhance emotion classification models.
  • Researchers focusing on computational approaches to subjectivity, sentiment, and social media analysis.
  • Machine learning engineers developing applications that require understanding emotional nuances in text.

Dataset Name Suggestions

  • Emotion Classification NLP Test Data
  • Tweet Emotion Analysis Dataset
  • Social Media Emotion Classification
  • NLP Tweet Emotion Data
  • Emotion Detection Tweets

Attributes

Original Data Source: Emotion Classification NLP

Listing Stats

VIEWS

1

DOWNLOADS

0

LISTED

08/06/2025

REGION

GLOBAL

Universal Data Quality Score Logo UDQSQUALITY

5 / 5

VERSION

1.0

Free