Another function available in dplyr is the glimpse() function. It takes every column and displays the range of values present for that variable. We use the function in the following way:
glimpse(playerst)
This has the following display:
I think I like this, in addition to the set of summary/head displays, as you get a feel for the variables involved rather than the rows involved, inverting the dataset.