Consider the College data set from ISLR's webpage: https://www.statlearning.com/resources-first-edition.

Begin by providing a thorough Exploratory Data Analysis (EDA) for this data set. Make sure every feature is fully represented and relationships among the features, specifically in conjunction with potential key predictors such as Outstate, reflecting the tuition for out of state students; Apps or number of applications received; Grad.Rate or graduation rate; and Private, depicting whether the institution is private or public is fully explored.