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The structure of a dataset can help you pick a visualization method or chart type, but it only takes you part of the way there. To demonstrate, Ferdio started with a simple dataset with six data points and made 100 charts with it. https://flowingdata.com/2023/02/27/100-visualizations-from-a-single-dataset-with-6-data-points