{"url":"/dataset/hotel-sales","name":"Hotel","full_name":"Hospitality > Tourism > Hotel Demand/Sales","description_markdown":"The dataset contains the hotel demand and revenue of 8 major tourist destinations in the US (e.g., Los Angeles, Orlando ...). The dataset contains sales, daily occupancy, demand, and revenue of the upper-middle class hotels.\r\n\r\nWe also gathered dynamic exogenous variables such as the state’s closure/open policy to enrich our dataset. Specifically, we gathered numerious static features such as the number of hospitals, GPD, and population.","description_withheld":null,"homepage":"https://github.com/ashfarhangi/COVID-19","introduced_date":"2022-03-08","introduced_date_note":null,"introduced_by":{"paper":"/paper/a-novel-deep-learning-model-for-hotel-demand","title":"A Novel Deep Learning Model for Hotel Demand and Revenue Prediction amid COVID-19","first_author":"Ashkan Farhangi","url":null},"license":{"name":"Open Source","url":null},"modalities":[{"name":"Tabular","url":"/datasets/modality/tabular"},{"name":"Time series","url":"/datasets/modality/time-series"}],"tasks":[{"name":"Time Series Analysis","url":"/task/time-series","datasets_with_task":"/datasets/task/time-series"},{"name":"Time Series Forecasting","url":"/task/time-series-forecasting","datasets_with_task":"/datasets/task/time-series-forecasting"},{"name":"Feature Importance","url":"/task/feature-importance","datasets_with_task":"/datasets/task/feature-importance"},{"name":"Time Series Prediction","url":"/task/time-series-prediction","datasets_with_task":"/datasets/task/time-series-prediction"},{"name":"Probabilistic Deep Learning","url":"/task/probabilistic-deep-learning","datasets_with_task":"/datasets/task/probabilistic-deep-learning"},{"name":"feature selection","url":"/task/feature-selection","datasets_with_task":"/datasets/task/feature-selection"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Hotel"],"data_loaders":[],"num_papers_in_archive":2,"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."}