{"url":"/dataset/steducov-a-dataset-on-stance-detection-in","name":"STEDUCOV: A DATASET ON STANCE DETECTION IN TWEETS TOWARDS ONLINE EDUCATION DURING COVID-19 PANDEMIC","full_name":null,"description_markdown":"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').","description_withheld":null,"homepage":"","introduced_date":"2022-08-22","introduced_date_note":null,"introduced_by":null,"license":{"name":"Creative Commons Attribution","url":null},"modalities":[],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"},{"name":"Text Classification","url":"/task/text-classification","datasets_with_task":"/datasets/task/text-classification"},{"name":"Stance Detection","url":"/task/stance-detection","datasets_with_task":"/datasets/task/stance-detection"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["STEDUCOV: A DATASET ON STANCE DETECTION IN TWEETS TOWARDS ONLINE EDUCATION DURING COVID-19 PANDEMIC"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/stance-detection-on-steducov-a-dataset-on","task":"Stance Detection","dataset_variant":"STEDUCOV: A DATASET ON STANCE DETECTION IN TWEETS TOWARDS ONLINE EDUCATION DURING COVID-19 PANDEMIC","rows":1,"metrics":["Average F1","Accuracy (10-fold)"],"first_row_in_archive_order":{"model":"BERT","paper":"/paper/steducov-an-explored-and-benchmarked-dataset","metrics":{"Accuracy (10-fold)":"68.0%","Average F1":"66.0%"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/steducov-an-explored-and-benchmarked-dataset","title":"StEduCov: An Explored and Benchmarked Dataset on Stance Detection in Tweets towards Online Education during COVID-19 Pandemic","date":"2022-08-22","rows_on_this_dataset":1,"code_links":0,"syntology":null}],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}