{"url":"/dataset/appliances-energy","name":"Appliances Energy","full_name":"Appliances Energy Prediction","description_markdown":"This dataset details the energy consumption of appliances in a low-energy building over 4.5 months. Data was collected at 10-minute intervals.\r\n\r\nFor more information about the house, data collection, R scripts and figures, please refer to the paper and the following GitHub repository:\r\nhttps://github.com/LuisM78/Appliances-energy-prediction-data","description_withheld":null,"homepage":"https://archive.ics.uci.edu/dataset/374/appliances+energy+prediction","introduced_date":"2017-01-31","introduced_date_note":null,"introduced_by":{"paper":"/paper/data-driven-prediction-models-of-energy-use","title":"Data driven prediction models of energy use of appliances in a low-energy house","first_author":"Luis M. Candanedo","url":null},"license":{"name":"Creative Commons Attribution 4.0 International","url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"modalities":[{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[{"name":"Time Series Forecasting","url":"/task/time-series-forecasting","datasets_with_task":"/datasets/task/time-series-forecasting"},{"name":"Time Series Regression","url":"/task/time-series-regression","datasets_with_task":"/datasets/task/time-series-regression"}],"languages":[],"variants":["Appliances Energy"],"data_loaders":[],"num_papers_in_archive":27,"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."}