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Mental Health Dialogue Dataset
Mental Health & Wellness
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Free
About
This dataset contains conversations between users and experienced psychologists related to mental health topics. Carefully collected and anonymised, the data can be used to further the development of Natural Language Processing (NLP) models focusing on providing mental health advice and guidance. It consists of a variety of questions which will help train NLP models to provide users with appropriate advice in response to their queries.
Columns
This dataset contains two columns:
- Context: The conversation between the user and the psychologist. (Text)
- Response: The response from the psychologist to the user. (Text)
Distribution
The dataset is typically provided as a CSV file, which needs to be unzipped and extracted after download. Specific row or record counts are not detailed in the provided sources.
Usage
This dataset is ideal for:
- Developing Natural Language Processing (NLP) models focused on mental health advice and guidance.
- Training NLP models to provide appropriate responses to user queries.
- Creating sentence-matching algorithms for natural language processing to accurately match questions with advice.
- Analysing psychological conversations to gain insights into topics such as stress, anxiety, and depression.
- Developing personalised natural language processing models tailored to provide advice based on user queries and individual mental health states.
Coverage
The data covers mental health conversations on a global region. It consists of anonymised interactions between users and experienced psychologists. No specific time range or detailed demographic scope beyond general "users" is specified.
License
CCO
Who Can Use It
This dataset is particularly suitable for:
- AI developers interested in building the next generation of mental health applications.
- Therapists seeking insights into how technology can facilitate human connection and support in mental health contexts.
Dataset Name Suggestions
- Mental Health Dialogue Dataset
- Psychological Counselling Conversations
- AI Mental Health Chat Data
- NLP Therapy Transcripts
Attributes
Original Data Source: NLP Mental Health Conversations
QUALITY