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Synthetic Therapeutic Dialogue Dataset
Synthetic Data Generation
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Free
About
Furnishes an ample supply of synthetic therapy conversations suitable for training conversational AI models, conducting research in mental health and psychology, or developing virtual therapy applications. The dialogues cover a wide spectrum of topics typically explored during therapy, such as mental well-being, emotional challenges, personal growth, coping mechanisms, and relationship difficulties.
Columns
- conversations: Textual representations of therapy dialogues between individuals in patient and therapist roles.
- id: A unique identifier for each conversation entry.
Distribution
The dataset is provided in a single CSV file (
train.csv) with a size of approximately 449.31 MB. It contains two columns and around 99,100 records.Usage
This collection can be harnessed for several applications, including training chatbot models for therapy conversations and conducting human behaviour analysis to gain insights into patterns during therapy sessions. It is also valuable for evaluating and improving existing chatbots by comparing their responses against the dialogues in the dataset to identify areas for enhancement.
Coverage
The dataset consists of synthetic conversations and does not represent a specific geographic, demographic, or time-based scope. The content is general to topics commonly addressed in therapy.
License
CC0 1.0 Universal (CC0 1.0) Public Domain Dedication
Who Can Use It
- AI Developers and Researchers: Can use the data to train, evaluate, and improve natural language processing (NLP) models, chatbots, and virtual therapists designed for mental health support.
- Psychology and Mental Health Researchers: Can analyse the conversation patterns to study therapeutic techniques or identify common issues faced by individuals in therapy.
- Data Scientists: Can apply techniques like sentiment analysis or emotion recognition to the conversations to extract insights.
Dataset Name Suggestions
- Synthetic Therapeutic Dialogue Dataset
- AI Therapy Conversation Corpus
- Simulated Counselling Session Transcripts
- Mental Health Chatbot Training Data
- Conversational AI for Therapy Dataset
Attributes
Original Data Source: Synthetic Therapeutic Dialogue Dataset
QUALITY