{"url":"/dataset/waearanize-v1-0","name":"Wearanize+ Dataset (v1.0)","full_name":null,"description_markdown":"Wearanize+ includes overnight sleep data from 130 participants (one night each) using three different wearable devices: Zmax headband, Empatica E4 wristband, and ActivPAL leg patch, alongside full-scale PSG recorded with SomnoScreen Plus and Mentalab Explore Pro. It also includes questionnaires, such as PSQI, MADRE, and PHQ-9, providing information on participants’ sleep, dreams, and overall health.\r\n(The link to access the dataset will be added soon).","description_withheld":null,"homepage":"","introduced_date":"2025-01-30","introduced_date_note":null,"introduced_by":{"paper":"/paper/wearanize-a-multimodal-dataset-for-evaluating","title":"Wearanize+: A Multimodal Dataset for Evaluating Wearable Technologies in Sleep Research","first_author":"Niloy Sikder","url":null},"license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/deed.en"},"modalities":[{"name":"Biomedical","url":"/datasets/modality/biomedical"},{"name":"Tabular","url":"/datasets/modality/tabular"},{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Wearanize+ Dataset (v1.0)"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}