Like any discipline, data visualization has its best practices, and it's time to take a closer look at the dos and don'ts. In this chapter, we will improve our skills in selecting chart elements, applying colors, legends, and labels, while also learning how to troubleshoot and customize poorly designed visuals for the benefit of end users.