Using dataset from the article "Hotel Booking Demand Datasets" written by Nuno Antonio, Ana Almeida, and Luis Nunes for Data in Brief, Volume 22, February 2019, we will cover some details regarding hotel bookings and cancelations, such as:
- Exploratory data analysis on overall dataset
- Further analysis comparing canceled and non-canceled bookings
- Predicting cancelations using machine learning models
- Model evaluation
Link to the article here. Link to the dataset on kaggle here.