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RUWA Dataset

The RUWA (Russian-Ukraine WAr) dataset includes more than 16,500 news articles from several media outlets in Ukraine, Russia, European, Asia, and the USA covering the nine Russian-Ukraine war events from February 2022 to September 2022. Table 1 and table 2 show the article distributions by selected news outlets and events.

Distribution dataset articles by outlets
Sources Articles
AlJazeera.com 600
BBC.co.uk 550
Censor.net 5094
En.News-front.info 94
MsNBC.com 506
Reuter.com 1993
RT.com 940
Ukinform.net 6749
Tass.com 34
Distribution dataset articles by events
Event Description Articles
Azovstal 1817
Begining 6490
Bucha 1431
Nuclear Nuclear Plant 3385
Prisoners 583
Railway 1486
Sinking Mosdva Sinking 184
Supermarket 441
Theatre Mariupol Theatre 761

Dataset columns

Name Discription
src URL
title
Date publication date
Site Site of an article
Event Event name
KW key words

Copyright

To not violate the copyright of the articles, we do not share them in their original format, but we include a link to the original article.

Preprocessing

The preprocessing of the articles includes:

  • removing stop words by NLTK;
  • removing stop words by SpaCy";
  • removing all kinds of sentences representation;
  • removing all symbols except the English alphabet, digits, and hyphens.
  • removing all words shorter than 3 letters;
  • conversion to lower case;
  • stemming all words;
  • transferring all date representation into ISO-format

License

MIT

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