Datasets › STEDUCOV: A DATASET ON STANCE DETECTION IN TWEETS TOWARDS ONLINE EDUCATION DURING COVID-19 PANDEMIC

STEDUCOV: A DATASET ON STANCE DETECTION IN TWEETS TOWARDS ONLINE EDUCATION DURING COVID-19 PANDEMIC

22 Aug 2022 archive 2025-07-28

StEduCov, a dataset annotated for stances toward online education during the COVID-19 pandemic. StEduCov has 17,097 tweets gathered over 15 months, from March 2020 to May 2021, using Twitter API. The tweets are manually annotated into agree, disagree or neutral classes. We used a set of relevant hashtags and keywords. Specifically, we utilised a combination of hashtags, such as '#COVID 19' or '#Coronavirus' with keywords, such as 'education', 'online learning', 'distance learning' and 'remote learning'. To ensure high annotation quality, three different annotators annotated each tweet and at least one of the reviewers from three judges revised it. They were guided by some instructions, such as that in the case of disagree class, there should be a clear negative statement about online education or its impact. Also, if the tweet is negative but refers to other people (e.g. 'my children hate online learning').

Benchmarks archive 2025-07-28

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First row (archive order)PaperCode
Stance Detection STEDUCOV: A DATASET ON STANCE DETECTION IN TWEETS TOWARDS ONLINE EDUCATION DURING COVID-19 PANDEMIC BERT Average F1 66.0% StEduCov: An Explored and Benchmarked Dataset on Stance... — 1 Compare

Papers archive 2025-07-28

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Tasks archive 2025-07-28

License archive 2025-07-28

Creative Commons Attribution

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Languages archive 2025-07-28

Variants archive 2025-07-28

  • STEDUCOV: A DATASET ON STANCE DETECTION IN TWEETS TOWARDS ONLINE EDUCATION DURING COVID-19 PANDEMIC

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