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Learning pandas - Second Edition by Michael Heydt

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Depicting distributions of categorical data with box and whisker charts

Box plots come from descriptive statistics and are a useful way of depicting the distributions of categorical data using quartiles. Each box represents the values between the first and third quartiles of the data, with a line across the box at the median. Each whisker reaches out to demonstrate the extent to five interquartile ranges below and above the first and third quartiles:

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