This is a good article - it's on GitHub so you'll have to scroll down a wee bit before you get to the actual text, but make the effort. It's a list of a variety of different types of data visualizations illustrating what types of representation are good, what types are not good, with strong explanations of why. Even if you don't actually prepare data graphs yourself, it can be helpful when you're reading papers or articles written by others.
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