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SecTIoN 1c  Displaying Quantitative Data with Graphs  25



                                         EXAMPLE     Quiz scores and die rolls                                       Skill 2.A
                                                   Describing shape



                              PROBLEM:   The dotplots display two different sets of quantitative data. Graph (a) shows


                        the scores on a 20-point quiz for each of the 30 students in a statistics class. Graph (b)       malerapaso/Getty Images
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                        shows the results of 100 rolls of a six-sided die. Describe the shape of each distribution.
                           (a)                                                 (b)






                             13    14     15    16     17    18    19     20
                                                Quiz score
                                                                                        1   2   3  4   5  6
                              SOLUTION:                                                         Roll

                                (a)   The distribution of statistics quiz scores is skewed to the left, with a single peak at 20 (a perfect score).

                            (b)   The distribution of die rolls is roughly symmetric. It has no clear peak.
                                                                                                FoR PRAcTIce, TRY eXeRcISe 7


                                                       We can describe the shape of the distribution in part (b) of the example as  approxi-
                                                   mately uniform  because the frequencies are about the same for all possible rolls.


                                                       DEFINITION  Approximately uniform
                                                       A distribution in which the frequency (relative frequency) of each possible value is
                                                     about the same is  approximately uniform.


                                                           Some people refer to graphs with a single peak, like the dotplot of quiz scores
                                                   in part (a) of the example, as  unimodal   Figure 1.3  is a dotplot of the duration
                                                                                       .

                                                   (in minutes) of 263 eruptions of the Old Faithful geyser in July 1995, when the
                                                   Starnes family made its first trip to Yellowstone National Park. We describe this
                                                   graph as  bimodal because it has two clear peaks: one at about 2 minutes and one

                                                   at about 4.5 minutes. Although we could continue the pattern with “trimodal” for
                                                   three peaks, and so on, it’s more common to refer to distributions with more than
                                                   two clear peaks as  multimodal . When you examine a graph of quantitative data,
                                                   describe any pattern you see as clearly as you can.


                           FIGURE   1.3    Dotplot displaying the
                      duration (in minutes) of 263 erup-
                      tions of the Old Faithful geyser in
                      July 1995. This distribution has two
                      main clusters of data and two clear
                      peaks — one near 2 minutes and the
                      other near 4.5 minutes.




                                                                   1.5  2.0   2.5  3.0   3.5  4.0  4.5   5.0
                                                                                 Duration (min)





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