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http://hdl.handle.net/10071/16929
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Title: Hotel booking demand datasets
Authors: Antonio, N.
De Almeida, A.
Nunes, L.
Keywords: A/B testing
Data science
Decision support systems
Machine learning
Predictive analytics
Revenue management
Issue Date: 2019
Publisher: Elsevier
Abstract: This data article describes two datasets with hotel demand data. One of the hotels (H1) is a resort hotel and the other is a city hotel (H2). Both datasets share the same structure, with 31 variables describing the 40060 observations of H1 and 79330 observations of H2. Each observation represents a hotel booking. Both datasets comprehend bookings due to arrive between the 1st of July of 2015 and the 31st of August 2017, including bookings that effectively arrived and bookings that were canceled. Since this is hotel real data, all data elements pertaining hotel or costumer identification were deleted. Due to the scarcity of real business data for scientific and educational purposes, these datasets can have an important role for research and education in revenue management, machine learning, or data mining, as well as in other fields.
Peer reviewed: yes
URI: http://hdl.handle.net/10071/16929
DOI: 10.1016/j.dib.2018.11.126
ISSN: 2352-3409
Ciência-IUL: https://ciencia.iscte-iul.pt/id/ci-pub-52085
Accession number: WOS:000458114600005
Appears in Collections:IT-RI - Artigo em revista internacional com arbitragem científica
ISTAR-RI - Artigos em revistas científicas internacionais com arbitragem científica

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