I am using the Mac Studio with 32gb ram. If you try to load the CSV all at once, it is likely going to take you more than a few minutes. Try loading the columns you need, and you should get better performance. Or load in chunks - see https://towardsdatascience.com/tips-and-tricks-for-loading-large-csv-files-into-pandas-dataframes-part-2-5fc02fc4e3ab