There are a various styles/methods for visualizations. This interactive visualization, styled as a periodic table, gives examples by categorizing the different type of visualizations. Under each category are examples of certain styles/methods. It's a good tool to use when trying to decide what visualization type may best fit the data at hand.
website: http://www.visual-literacy.org/periodic_table/periodic_table.html#
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