Ciência-IUL
Publicações
Descrição Detalhada da Publicação
Título Revista
Data in Brief
Ano (publicação definitiva)
2019
Língua
Inglês
País
Países Baixos (Holanda)
Mais Informação
Web of Science®
Scopus
Google Scholar
Abstract/Resumo
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.
Agradecimentos/Acknowledgements
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Palavras-chave
A/B testing,Data science,Decision support systems,Machine learning,Predictive analytics,Revenue management
Classificação Fields of Science and Technology
- Ciências da Computação e da Informação - Ciências Naturais
- Outras Ciências Sociais - Ciências Sociais
Registos de financiamentos
Referência de financiamento | Entidade Financiadora |
---|---|
UID/MULTI/0446/2013 | Fundação para a Ciência e a Tecnologia |
UID/EEA/50008/2013 | Fundação para a Ciência e a Tecnologia |