{"url":"/dataset/astd","name":"ASTD","full_name":"Arabic Sentiment Tweets Dataset","description_markdown":"Arabic Sentiment Tweets Dataset (ASTD) is an Arabic social sentiment analysis dataset gathered from Twitter. It consists of about 10,000 tweets which are classified as objective, subjective positive, subjective negative, and subjective mixed.\r\n\r\nSource: [ASTD: Arabic Sentiment Tweets Dataset](/paper/astd-arabic-sentiment-tweets-dataset)","description_withheld":null,"homepage":"https://github.com/mahmoudnabil/ASTD","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/astd-arabic-sentiment-tweets-dataset","title":"ASTD: Arabic Sentiment Tweets Dataset","first_author":"Mahmoud Nabil","url":null},"license":{"name":"GPL-2.0","url":"https://github.com/mahmoudnabil/ASTD/blob/master/LICENSE"},"modalities":[],"tasks":[{"name":"Sentiment Analysis","url":"/task/sentiment-analysis","datasets_with_task":"/datasets/task/sentiment-analysis"}],"languages":[{"name":"Arabic","url":"/datasets/language/arabic"}],"variants":["ASTD"],"data_loaders":[{"repo":"https://github.com/mahmoudnabil/ASTD","url":"https://github.com/mahmoudnabil/ASTD","frameworks":[]}],"num_papers_in_archive":31,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/sentiment-analysis-on-astd","task":"Sentiment Analysis","dataset_variant":"ASTD","rows":1,"metrics":["Average Recall"],"first_row_in_archive_order":{"model":"CNN-LSTM","paper":"/paper/mazajak-an-online-arabic-sentiment-analyser","metrics":{"Average Recall":"0.62"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/mazajak-an-online-arabic-sentiment-analyser","title":"Mazajak: An Online Arabic Sentiment Analyser","date":"2019-08-01","rows_on_this_dataset":1,"code_links":0,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+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."}