Star plots let the viewer compare multiple variables for each observation. They are so common because they allow for easy visualization. In this star plot it shows the different automobiles in 1979 and give an analysis of each of them based on price, mileage, repair, headroom, etc. http://www.itl.nist.gov/div898/handbook/eda/section3/starplot.htm
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