There is a newer version of this record available.

Dataset Open Access

A dataset of media realeases (Twitter, News and Comments, Youtube, Facebook) form Poland related to COVID-19 for open research

Andrzej Jarynowski


JSON-LD (schema.org) Export

{
  "inLanguage": {
    "alternateName": "pol", 
    "@type": "Language", 
    "name": "Polish"
  }, 
  "description": "<p>Social behavior has a fundamental impact on the dynamics of infectious diseases (such as COVID-19), challenging public health mitigation strategies and possibly the political consensus. The widespread use of the traditional and social media on the Internet provides us with an invaluable source of information on societal dynamics during pandemics. IWith this dataset&nbsp;we aim to understand mechanisms of COVID-19 epidemic-related social behavior in Poland deploying methods of computational social science and digital epidemiology. We have collected and analyzed COVID-19 perception on the Polish language Internet during 15.01-31.07&nbsp;and labeled data quantitatively (Twitter, Youtube, Articles) and qualitatively (Facebook, Articles and Comments of Article) in the Internet by infomediological approach.</p>\n\n<p>- manually coded 1,449 articles&nbsp;/ Facebook posts from Lower Silesia (facebook_articles_lower_silesia.zip) and 111 texts from outside this region;</p>\n\n<p>-extracted 57,306 representative articles (articles_till_06_08.zip)&nbsp;in Polish using Eventregitry.org tool in language Polish&nbsp;and topic &quot;Coronavirus&quot; in article body;</p>\n\n<p>- extracted 1,015,199 (tweets_till_31_07_users.zip and tweets_till_31_07_text.zip) and Tweets from #Koronawirus in language Polish in Twitter.</p>\n\n<p>- collected 1,574 videos (youtube_comments_till_31_07.zip and youtube_movie.csv) with&nbsp;keyword: Koronawirus&nbsp;on YouTube and 247,575 comments on them;</p>\n\n<p>- We supplemented the media observations with an analysis of 244 social empirical studies on COVID-19 in Poland (empirical_studies.csv).</p>\n\n<p>Reports and analyzes and coding books&nbsp;can be found in Polish at:&nbsp;<a href=\"http://www.infodemia-koronawirusa.pl/percepcja-koronowirusa-na-dolnym-slasku/\">http://www.infodemia-koronawirusa.pl</a></p>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Interdisciplinary Research Institute in Wroc\u0142aw", 
      "@id": "https://orcid.org/0000-0003-0949-6674", 
      "@type": "Person", 
      "name": "Andrzej Jarynowski"
    }
  ], 
  "url": "https://zenodo.org/record/3985568", 
  "datePublished": "2020-08-14", 
  "keywords": [
    "covid-19", 
    "media analysis", 
    "risk perception"
  ], 
  "contributor": [
    {
      "affiliation": "Institute of Political Studies, Polish Academy of Sciences", 
      "@id": "https://orcid.org/0000-0002-8253-3622", 
      "@type": "Person", 
      "name": "Daniel P\u0142atek"
    }, 
    {
      "affiliation": "Institute of Sociology, University of Wroc\u0142aw", 
      "@id": "https://orcid.org/0000-0002-8385-2844", 
      "@type": "Person", 
      "name": "Ma\u0142gorzata Stochmal"
    }
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/557bb9f6-04b3-4526-93d4-dd9c1a60ca16/articles_till_06_08.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/557bb9f6-04b3-4526-93d4-dd9c1a60ca16/empirical_studies.csv", 
      "encodingFormat": "csv", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/557bb9f6-04b3-4526-93d4-dd9c1a60ca16/facebook_articles_lower_silesia.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/557bb9f6-04b3-4526-93d4-dd9c1a60ca16/tweets_till_31_07_text.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/557bb9f6-04b3-4526-93d4-dd9c1a60ca16/tweets_till_31_07_users.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/557bb9f6-04b3-4526-93d4-dd9c1a60ca16/youtube_comments_till_31_07.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }, 
    {
      "contentUrl": "https://zenodo.org/api/files/557bb9f6-04b3-4526-93d4-dd9c1a60ca16/youtube_movies.csv", 
      "encodingFormat": "csv", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.3985568", 
  "@id": "https://doi.org/10.5281/zenodo.3985568", 
  "@type": "Dataset", 
  "name": "A dataset of media realeases (Twitter, News and Comments, Youtube, Facebook) form Poland related to COVID-19 for open research"
}
2,064
670
views
downloads
All versions This version
Views 2,06494
Downloads 67074
Data volume 8.9 GB1.3 GB
Unique views 1,72574
Unique downloads 37646

Share

Cite as