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Dataset in support of the publication 'ConversationMoC: encoding conversational dynamics using multiplex network for identifying moment of change in mood and mental health classification'

Dataset in support of the publication 'ConversationMoC: encoding conversational dynamics using multiplex network for identifying moment of change in mood and mental health classification'
Dataset in support of the publication 'ConversationMoC: encoding conversational dynamics using multiplex network for identifying moment of change in mood and mental health classification'
This dataset contains human annotated Reddit post IDs coded for (a) moment of change in user mood and (b) mental health disorder classification. Dataset contains 11,841 unique users, 963 target user conversation timelines over 12 months and a total of 28,659 posts. Post annotations are serialized in JSON format. Post details (text, username, timestamp) will need to be downloaded directly from Reddit via gthe Reddit API using the Reddit post ID's provided. Full details can be found in the paper and readme of the associated github site.
NLP, Mental Health
University of Southampton
Middleton, Stuart
404b62ba-d77e-476b-9775-32645b04473f
Middleton, Stuart
404b62ba-d77e-476b-9775-32645b04473f

Middleton, Stuart (2024) Dataset in support of the publication 'ConversationMoC: encoding conversational dynamics using multiplex network for identifying moment of change in mood and mental health classification'. University of Southampton doi:10.5281/zenodo.10711636 [Dataset]

Record type: Dataset

Abstract

This dataset contains human annotated Reddit post IDs coded for (a) moment of change in user mood and (b) mental health disorder classification. Dataset contains 11,841 unique users, 963 target user conversation timelines over 12 months and a total of 28,659 posts. Post annotations are serialized in JSON format. Post details (text, username, timestamp) will need to be downloaded directly from Reddit via gthe Reddit API using the Reddit post ID's provided. Full details can be found in the paper and readme of the associated github site.

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More information

Published date: 15 March 2024
Related URLs:
Keywords: NLP, Mental Health
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Identifiers

Local EPrints ID: 488112
URI: http://eprints.soton.ac.uk/id/eprint/488112
DOI: doi:10.5281/zenodo.10711636
PURE UUID: 9a9b817a-9971-4c46-bf28-ca2e5d61d653
ORCID for Stuart Middleton: ORCID iD orcid.org/0000-0001-8305-8176

Catalogue record

Date deposited: 15 Mar 2024 17:55
Last modified: 18 Mar 2024 02:53

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Contributors

Creator: Stuart Middleton ORCID iD

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