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Personalised Mental Health Support Data
Mental Health & Wellness
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About
This resource contains a compilation of expertly crafted question and answer pairs designed to facilitate AI-based tailored support for mental health conversations. These pre-processed conversations are invaluable for developing next-generation personalised AI-based mental health chatbots, enabling Artificial Intelligence (AI) solutions to better understand and respond appropriately to the unique needs expressed through user input. The resource offers an essential avenue for those seeking assistance to gain support and provides insightful content for further research in this growing area.
Columns
The dataset is provided in the file
train.csv and contains the following column:Column Name
- text The dialogue text representing the conversation between the user and the chatbot.
Distribution
The data file is typically found in CSV format. The current structure consists of a single file (
train.csv) containing one column and 172 unique values, which represent the total number of records. The file size is approximately 189.12 kB.Usage
This data set serves as an excellent foundational resource for building sophisticated conversational models that address mental health topics. Ideal applications include:
- Developing AI systems capable of interpreting mental health conversations to provide targeted recommendations or interventions based on clinical expertise.
- Creating a recommendation engine that suggests relevant content, such as articles or videos, tailored to a user’s questions.
- Building chatbots designed to offer personalised mental health advice and guidance aligned with individual struggles and experiences.
- Refining natural language processing models by studying patterns in grammar, syntax, tone, and voice for improved keyword and entity extraction capabilities.
- Testing and validating assumptions regarding audience needs and context before implementing wider changes to AI/chatbot services.
Coverage
The source material for this data set focuses strictly on the conversational content related to mental health topics. Specific details regarding geographic location, time range, or demographic scope were not provided.
License
CC0 1.0 Universal (Public Domain Dedication)
Who Can Use It
- AI Developers and Engineers: For building or training conversational models specifically focused on psychological well-being.
- Researchers: To analyse results after testing different scenarios and gaining a better understanding of user behaviour within tailored text conversations about Mental Health.
- NLP Specialists: To hone language processing models prior to deploying them within a larger bot system.
Dataset Name Suggestions
- Mental Health Q&A Chatbot Pairs
- AI Support Dialogue for Mental Wellness
- Huggingface Mental Health Conversations
- Personalised Mental Health Support Data
Attributes
Original Data Source: Personalised Mental Health Support Data
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