{"url":"/dataset/uk-dale","name":"UK-DALE","full_name":null,"description_markdown":"**UK-DALE** is an open-access dataset from the UK recording Domestic Appliance-Level Electricity to conduct research on disaggregation algorithms, with data describing not just the aggregate demand per building but also the `ground truth' demand of individual appliances. It was built at a sample rate of 16 kHz for the whole-house and at 1/6 Hz for individual appliances. This is the first open access UK dataset at this temporal resolution. It wAS recorded from five houses, one of which was recorded for 655 days.","description_withheld":null,"homepage":"http://dx.doi.org/10.5286/UKERC.EDC.000001","introduced_date":"2015-03-19","introduced_date_note":null,"introduced_by":{"paper":null,"title":"The UK-DALE dataset, domestic appliance-level electricity demand and whole-house demand from five UK homes","first_author":null,"url":null},"license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"modalities":[{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[],"languages":[],"variants":["UK-DALE"],"data_loaders":[],"num_papers_in_archive":43,"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."}