{"url":"/dataset/twitter-sentiment-analysis","name":"Twitter Sentiment Analysis","full_name":"Entity-Level Twitter Sentiment Analysis Dataset","description_markdown":"This is an **entity-level** Twitter Sentiment Analysis dataset. For each message, the task is to judge the sentiment of the entire sentence towards a given entity. For example, A outperforms B is **positive** for entity **A** but **negative** for entity **B**. The dataset contains ~70K labeled training messages and 1K labeled validation messages. It is available online for free on Kaggle.","description_withheld":null,"homepage":"https://www.kaggle.com/jp797498e/twitter-entity-sentiment-analysis","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":{"name":"CC0: Public Domain","url":"https://creativecommons.org/publicdomain/zero/1.0/"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Classification","url":"/task/text-classification","datasets_with_task":"/datasets/task/text-classification"},{"name":"Aspect-Based Sentiment Analysis (ABSA)","url":"/task/aspect-based-sentiment-analysis","datasets_with_task":"/datasets/task/aspect-based-sentiment-analysis"},{"name":"Twitter Sentiment Analysis","url":"/task/twitter-sentiment-analysis","datasets_with_task":"/datasets/task/twitter-sentiment-analysis"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Twitter Sentiment Analysis"],"data_loaders":[],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/text-classification-on-twitter-sentiment-1","task":"Text Classification","dataset_variant":"Twitter Sentiment Analysis","rows":1,"metrics":["AUC"],"first_row_in_archive_order":{"model":"Logistic Regression","paper":"/paper/anytime-active-learning","metrics":{"AUC":"0.9298"},"code_links":[{"title":"Bhavneet1492/Anytime-Active-Learning","url":"https://github.com/Bhavneet1492/Anytime-Active-Learning"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/anytime-active-learning","title":"Anytime Active Learning","date":"2014-07-27","rows_on_this_dataset":1,"code_links":1,"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."}