Mental Health Help Indication Dataset (Tweet X)

Description

📌 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

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