The Expedia dataset contains their customer’s travel information like what they searched for,whether or not the search result was a travel package, the check in and check out date. After analyzing this data, a set of problem statements are identified which will give an overview of the customer’s behavior and requirements.
Given the complexity of the dataset, the following business cases were implemented :
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To contextualize customer data and predict the likelihood a user will stay at 100 different hotel groups.
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Predict the purchase of flight packages along with a hotel booking based on user search data.
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Identifying & Predicting Growth Across the Marketing Channels for Expedia for their Hotel Booking Service.
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To predict the seasonal booking traffic for each country.