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To create a boxplot of a distribution, you must know the five-number summary, which includes the minimum, first quartile (Q1), median (Q2), third quartile (Q3), and maximum values of the data set. Additionally, understanding how to identify outliers and the overall range of the data is important for accurately representing the distribution. Boxplots visually summarize the central tendency, variability, and skewness of the data.

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