{"url":"/dataset/social-media-attributions-of-youtube-comments","name":"Social media attributions of YouTube comments","full_name":"Social media attributions dataset of YouTube comments in the context of water crisis","description_markdown":"Data set constructed from YouTube comments (72,098 comments posted by 43,859 users on 623 relevant videos to the crisis)","description_withheld":null,"homepage":"","introduced_date":"2020-01-06","introduced_date_note":null,"introduced_by":{"paper":"/paper/social-media-attributions-in-the-context-of","title":"Social Media Attributions in the Context of Water Crisis","first_author":"Rupak Sarkar","url":null},"license":{"name":"MIT","url":"https://opensource.org/license/mit/"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Classification","url":"/task/text-classification","datasets_with_task":"/datasets/task/text-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Social media attributions of YouTube comments"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/text-classification-on-social-media","task":"Text Classification","dataset_variant":"Social media attributions of YouTube comments","rows":2,"metrics":["Accuracy (2 classes)","F1 Macro"],"first_row_in_archive_order":{"model":"Space-BERT","paper":"/paper/breaking-free-transformer-models-task","metrics":{"Accuracy (2 classes)":"0.8309","F1 Macro":"0.8006"},"code_links":[{"title":"stepantita/space-model","url":"https://github.com/stepantita/space-model"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/breaking-free-transformer-models-task","title":"Breaking Free Transformer Models: Task-specific Context Attribution Promises Improved Generalizability Without Fine-tuning Pre-trained LLMs","date":"2024-01-30","rows_on_this_dataset":2,"code_links":1,"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."}