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The term for a visual representation of data is a data visualization.
A visual display of data is called a chart, table or a graph.
Often a picture is worth a thousand words. Some people are not very good at translating words into visual images. If you can show them what you mean in a chart or graph, you give the data a substantially greater visual impact in much less time.
A chart is a visual representation of data. You store your data in charts.
They give a visual interpretation of the data.