{"url":"/dataset/essays","name":"Essays","full_name":"Stream-of-consciousness Essays","description_markdown":"J. W. Pennebaker and L. A. King, “Linguistic styles: Language use as an individual difference,” J. Pers. Soc. Psychol., vol. 77, no. 6, pp. 1296–1312, Dec. 1999, doi: [10.1037/0022-3514.77.6.1296](https://psycnet.apa.org/doi/10.1037/0022-3514.77.6.1296).","description_withheld":null,"homepage":"","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Personality Trait Recognition","url":"/task/personality-trait-recognition","datasets_with_task":"/datasets/task/personality-trait-recognition"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Essays"],"data_loaders":[{"repo":"https://github.com/codespace123bj/psy","url":"https://github.com/codespace123bj/psy","frameworks":["pytorch"]}],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/personality-trait-recognition-on-essays","task":"Personality Trait Recognition","dataset_variant":"Essays","rows":2,"metrics":["Accuracy","F-Measure","Precision","Recall"],"first_row_in_archive_order":{"model":"Ensemble Modeling","paper":"/paper/automatic-personality-prediction-an-enhanced","metrics":{"Accuracy":"60.24","F-Measure":"61.04","Precision":"60.48","Recall":"61.66"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/automatic-personality-prediction-an-enhanced","title":"Automatic Personality Prediction; an Enhanced Method Using Ensemble Modeling","date":"2020-07-09","rows_on_this_dataset":2,"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."}