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View Code? Open in Web Editor NEW[Exploratory Data Analysis] One in four hotel guests are canceling their booking ahead of a stay - an increase being driven by the sales tactics of online travel agencies. The trend is causing problems for hoteliers who are unable to accurately forecast occupancy within their revenue management departments. Find out more.