Chapter 2 of the 2015 Wiley book Statistics with JMP: Graphs, Descriptive Statistics and Probability by Peter Goos and David Meintrup is attached (posted with permission).
In this chapter, Data and its representation, the authors discuss types of data, the structure of data tables, and numeric and graphical representations of data using JMP.

A textbook add-in, containing all of the data sets grouped by chapter and other resources, was posted by the authors here.