dzur658/therapy-conversations-full-small

Therapy Conversations Full Small

About the dataset

This dataset contains 3161 unique, synthetically generated examples, of multi-turn conversations between a patient and a therapist. Minimax M 2.5 was used to generate the transcripts, but there is also associated meta data attached.

Understanding an Object in the Dataset

Top Level Keys

• conversation contains the particular conversation in json format
• fingerprint contains metadata about the conversation (demographic, personality traits of both parties, etc)
• full text contains the full text of the transcript in the way it woul be ingested into the Knowledge graph genrator API
• knowledge_graph_shard contains the entities and relations MiniMax M 2.5 extracted

conversation

conversation contains a turns object. The turns object contains sub-objects that are each "turn" of the conversation. Each turn is made up of 2 keys speaker and text. Use this if your trying to inspect lines individually within a conversation, it is pre-parsed for you

fingerprint

fingerprint contains the following metadata about the conversation:

• age: 18-75
• gender: male, female, transgender woman, transgender man, non-binary
• occupation: software engineer, teacher, nurse, artist, salesperson, retired, student, unemployed, entrepreneur, stay-at-home parent presenting_issue: anxiety, depression, relationship issues, work stress, grief, self-esteem issues, sexuality issues, trauma, substance abuse, eating disorders, chronic illness, gender dysphoria, identity issues, family conflict, life transitions, body dysmorphia, obsessive-compulsive disorder, phobias, sleep disorders, anger management issues
• relationship_status: single, in a relationship, married, divorced, widowed
• living_situation: living alone, living with family, living with roommates, living with partner, living in a group home, living in a shelter
• therapy_modality: cognitive-behavioral therapy, psychodynamic therapy, humanistic therapy, integrative therapy, mindfulness-based therapy, art therapy, dialectical behavior therapy, acceptance and commitment therapy, eye movement desensitization and reprocessing (EMDR), exposure therapy
• patient_speaking_style: verbose, concise, emotional, logical, intellectualizing, narrative, disorganized, rambling, focused, tangential, metaphorical, literal
• therapist_speaking_style: empathetic, direct, analytical, supportive, challenging, reflective, encouraging, neutral, collaborative, authoritative, offensive, dismissive, condescending, patronizing, invalidating
• session: 1-20 (how many sessions the patient and therapists have been seeing each other)
• conversation_length: the requested conversation length (although this most likely does not match as it was not strictly enforced during generation)