A box-and-whisker plot shows the distribution of a data set using the median, quartiles, and minimum and maximum values. It was introduced by John Tukey in 1969. To construct one, the data is arranged, the median and quartiles are found by splitting the data into two halves, and these values are plotted on a number line to display the spread and central tendency of the data.