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What is a Box Plot? A Box Plot is the visual representation of the statistical five number summary of a given data set. A Five Number Summary includes: Minimum First Quartile Median (Second Quartile) Third Quartile Maximum Tools for Creating Box Plot? Microsoft Excel is one of the best creating tools for box plot. It’s easily accessible & easy to use. Example: