Mental Health Help Indication Dataset (Tweet X)

📌 Context

Mental health issues are increasingly discussed on social media platforms. This dataset was created to support research in identifying textual indications of individuals who may require professional mental health assistance, particularly through posts on Social Media X.

📊 Content

The dataset consists of text data collected from Social Media X and automatically labeled to indicate whether a post suggests a potential need for professional mental health support.
Each record includes:

Text content

Automatically generated label

Additional metadata (if applicable)

This dataset is intended for text classification, NLP experimentation, and BERT hyperparameter analysis.

🎯 Purpose

This dataset was developed as part of an academic capstone project to analyze the impact of BERT hyperparameter tuning on classification performance in the mental health domain.

⚠️ Ethical Considerations

The data is intended for research and educational purposes only

Labels are automatically generated and do not represent clinical diagnoses

User identities have been anonymized

The dataset should not be used for real-world mental health diagnosis or intervention