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I've used D3 in nodejs to generate a png. Is it really that different than using something like Python or Java to do the same?

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I might have confused your point, but if your goal is to build charts for data analysis, or exploratory data analysis, then D3 is considered low-level for the purpose of getting to the analysis fast.

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