Hotel Reservations Dataset

#### **Context**
The online hotel reservation channels have dramatically changed booking possibilities and customers’ behavior. A significant number of hotel reservations are called-off due to cancellations or no-shows. The typical reasons for cancellations include change of plans, scheduling conflicts, etc. This is often made easier by the option to do so free of charge or preferably at a low cost which is beneficial to hotel guests but it is a less desirable and possibly revenue-diminishing factor for hotels to deal with.

###### **Can you predict if the customer is going to honor the reservation or cancel it ?**

在线酒店预订渠道显著改变了预订的可能性以及顾客的行为模式。大量酒店预订因取消或未现身而被取消。取消预订的典型原因包括计划变更、日程冲突等。此类操作往往因免费或低成本的取消选项而变得更为简便，这对酒店客人而言是利好的，但对酒店而言则可能是不受欢迎且可能减少收入的因素。