Hotel Data Set: Download Hotel Data_Final Exam.xlsx. For this exam, you are to complete the following analyses and interpret the results as indicated. Descriptive Statistics: Do an Exploratory Data Analysis (EDA) and provide appropriate summary statistics and data visualizations to understand the various types of hotels. You are to consider such things as existence of the features (which hotels has which feature and which hotels do not), distribution of ratings, and average room price. Investigate (without using hypothesis testing) if there is any difference across cities, regions, metros, or non-metros. The overall goal is to understand the Overall Rating according to various types of hotels with different facilities. Also note that not all hotels have the exact same number of ratings given to it. Give a description of what you have learned from this EDA.