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You can summarize your statistical data in a visual way using charts and graphs. How to Calculate Percentiles in Statistics. An example of a bar graph. You can summarize your statistical data in a visual way using charts and graphs. How to Calculate Percentiles in Statistics. An example of a bar graph.