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I came across this flowchart that helps you determine the best chart to use based on the kind of data you are trying to get across. I know that for me I have a tendency to rely on a few “go-to” charts that I’ve come to rely on when in fact there may be a better option out there that more elegantly expresses exactly what I’m trying to communicate. This chart looks like a great resource to use to check your instinct against best practice.
Click on the image for a larger and easier to read version.
Lean Builds 