mental_health_survey_dataset

# 🧠 Mental Health Posting Dataset — Synthetic Dataset for LLM & Chatbot Training **Free dataset** for **mental health research**, **LLM training**, and **chatbot development**, generated using **synthetic data generation** techniques to ensure privacy and high fidelity. --- ## 🌟 About This Dataset This dataset contains **synthetic mental health survey responses** across multiple demographics and occupations. It includes participant-reported stress levels, coping mechanisms, mood swings, and social interaction tendencies. It is ideal as a **dataset for LLM training**, **chatbot training**, and experimentation in **AI-driven mental health research**, while being **100% privacy-safe and open for free use**. --- ## 📊 Dataset Features | Feature | Description | |---------|-------------| | Timestamp | Survey response timestamp | | Gender | Participant gender | | Country | Participant location | | Occupation | Participant job/role | | self_employed | Yes/No | | family_history | Family history of mental illness | | treatment | Receiving treatment (Yes/No) | | Days_Indoors | Average days indoors | | Growing_Stress | Participant self-reported stress level | | Changes_Habits | Yes/No/Maybe | | Mental_Health_History | History of mental health issues | | Mood_Swings | Low/Medium/High | | Coping_Struggles | Yes/No/Maybe | | Work_Interest | Work engagement level | | Social_Weakness | Social tendencies (Yes/No/Maybe) | | mental_health_interview | Interview feedback or notes | | care_options | Care options discussed | --- ## 📦 What’s Inside - **CSV Dataset** – Ready for download and analysis [⬇️ Download Dataset](https://huggingface.co/datasets/syncora/mental_health_survey_dataset/blob/main/Synthetic_Mental_Health_Dataset.csv) - **Jupyter Notebook** – Explore, visualize, and model the dataset for **LLM or chatbot training** [📓 Open Notebook](https://huggingface.co/datasets/syncora/mental_health_survey_dataset/blob/main/mental_health_synthetic_final.ipynb) --- ## 🤖 Use Cases - **🧠 Mental Health Research**: Analyze patterns across demographics and stress factors - **💬 Chatbot Training**: Fine-tune conversational AI for mental health support - **🧩 LLM Training**: Train language models on structured mental health interactions - **📊 Predictive Analysis**: Identify correlations between lifestyle, stress, and mental health - **🔍 Feature Engineering**: Experiment with insights from synthetic mental health data --- ## 🚨 Why Synthetic? - **Privacy-Safe**: No real user data included - **Free Dataset**: Openly available for research and development - **Flexible Scaling**: Easily extend dataset using synthetic generation tools - **Bias-Aware**: Balanced synthetic sampling supports fair AI models --- ## 📜 License Released under **MIT License**. This is a **free synthetic dataset**, ideal as a **dataset for LLM training**, **chatbot training**, and **mental health research**.