In this study, we will examine a comprehensive dataset of movies obtained from IMDB. The data is housed within the “movies” dataset of the ggplot2movies package. This dataset contains information on 58788 movies and includes 24 variables, including movie title, year of release, budget, running time, user rating, number of ratings, genre, and MPAA rating.