Hotel_Booking_EDA

This repository contains an exploratory data analysis (EDA) and data visualization of the Hotel booking demand dataset.

Data

The dataset can be found on Kaggle: Hotel booking demand

Overview

This notebook explores different aspects of hotel booking data, providing insights through analysis, visualizations, and addressing key questions raised during exploration.

Description

Analysis Topics Covered

• Distribution of guests' home countries
• Monthly averages of guests
• Duration of stay in nights
• Average hotel cost per night
• Time difference between booking and arrival dates
• Cancellation rates

Questions Answered from the Data

• Which time of year shows the highest discrepancies between reserved and assigned room types?
• Are guest cancellations correlated with differences between reserved and assigned room types?
• Do guests tend to bring children/babies to hotels more frequently during the summer?
• Is there a relationship between cancellation rates and popular accommodation dates?
• What are the most significant factors correlated with cancellation?