Cargando…
Dataset of depressive posts in Russian language collected from social media
This paper presents dataset collected from social networks that are mostly used by youth of Commonwealth of Independent States (CIS) countries. The data was collected from public accounts of VKontakte social network by using VK.api and applying the most used keywords that would signify depressive mo...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7016367/ https://www.ncbi.nlm.nih.gov/pubmed/32083154 http://dx.doi.org/10.1016/j.dib.2020.105195 |
_version_ | 1783496972870615040 |
---|---|
author | Narynov, Sergazy Mukhtarkhanuly, Daniyar Omarov, Batyrkhan |
author_facet | Narynov, Sergazy Mukhtarkhanuly, Daniyar Omarov, Batyrkhan |
author_sort | Narynov, Sergazy |
collection | PubMed |
description | This paper presents dataset collected from social networks that are mostly used by youth of Commonwealth of Independent States (CIS) countries. The data was collected from public accounts of VKontakte social network by using VK.api and applying the most used keywords that would signify depressive mood. The collected data was classified by psychologists into two types: depressive and non-depressive. The dataset consists of 32 018 depressive posts and 32 021 non-depressive posts. Since the most common language that is spoken in CIS countries is Russian, the posts are written in Russian, consequently the collected data is in Russian language as well. The data can mostly be useful for researchers who explore tendencies to depression in CIS countries. The dataset is important for the research community, as it was not only collected from open sources, but also marked by our psychiatrists from the republican scientific and practical center of mental health. Since the dataset has very high validity, it can be used for further research in the field of mental health. |
format | Online Article Text |
id | pubmed-7016367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-70163672020-02-20 Dataset of depressive posts in Russian language collected from social media Narynov, Sergazy Mukhtarkhanuly, Daniyar Omarov, Batyrkhan Data Brief Computer Science This paper presents dataset collected from social networks that are mostly used by youth of Commonwealth of Independent States (CIS) countries. The data was collected from public accounts of VKontakte social network by using VK.api and applying the most used keywords that would signify depressive mood. The collected data was classified by psychologists into two types: depressive and non-depressive. The dataset consists of 32 018 depressive posts and 32 021 non-depressive posts. Since the most common language that is spoken in CIS countries is Russian, the posts are written in Russian, consequently the collected data is in Russian language as well. The data can mostly be useful for researchers who explore tendencies to depression in CIS countries. The dataset is important for the research community, as it was not only collected from open sources, but also marked by our psychiatrists from the republican scientific and practical center of mental health. Since the dataset has very high validity, it can be used for further research in the field of mental health. Elsevier 2020-02-04 /pmc/articles/PMC7016367/ /pubmed/32083154 http://dx.doi.org/10.1016/j.dib.2020.105195 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Computer Science Narynov, Sergazy Mukhtarkhanuly, Daniyar Omarov, Batyrkhan Dataset of depressive posts in Russian language collected from social media |
title | Dataset of depressive posts in Russian language collected from social media |
title_full | Dataset of depressive posts in Russian language collected from social media |
title_fullStr | Dataset of depressive posts in Russian language collected from social media |
title_full_unstemmed | Dataset of depressive posts in Russian language collected from social media |
title_short | Dataset of depressive posts in Russian language collected from social media |
title_sort | dataset of depressive posts in russian language collected from social media |
topic | Computer Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7016367/ https://www.ncbi.nlm.nih.gov/pubmed/32083154 http://dx.doi.org/10.1016/j.dib.2020.105195 |
work_keys_str_mv | AT narynovsergazy datasetofdepressivepostsinrussianlanguagecollectedfromsocialmedia AT mukhtarkhanulydaniyar datasetofdepressivepostsinrussianlanguagecollectedfromsocialmedia AT omarovbatyrkhan datasetofdepressivepostsinrussianlanguagecollectedfromsocialmedia |