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The purpose of this Warm-up is for students to recall ways that two different sets of data can be represented. Data visualization is very useful for understanding patterns that are not visible in other ways. Different representations can highlight different aspects of the data and lead the viewer to see different patterns (MP7).
Students are given two scenarios and asked for appropriate representations. One scenario contains quantitative data (distance run) while the other has categorical data (favorite color). Each scenario can be represented in more than one way. As students work, monitor for different students using a variety of display choices.
Give students 2 minutes of quiet work time followed by a whole-class discussion.
Ask students to brainstorm different graphical displays of data they have used or seen in the past. Record and display answers for all to see.
Lin surveyed 30 students about the longest time they had ever run.
Andre asked them about their favorite color.
How could Lin and Andre display their data sets? Would they represent them in the same way? Why or why not?
The purpose of the discussion is for students to think about different representations of data and to emphasize the difference in categorical and numerical data types.
Select previously identified students to share their responses and record for all to see. To highlight the differences between the representations, ask:
After the responses have been shared, ask, "Why couldn't Lin and Andre use the same graph type to represent their data?" (Lin has numerical data and Andre has categorical data.)
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Keep students in groups of 2. For the sake of time, you may tell students that groups should discuss a plan for working on the first 2 problems, then each student can create the display individually.
Brainstorm the ways that students can display the distribution of pages data. Possibilities include dot plots, histograms, and box plots. Remind students to label axes and include units of measurement (MP6).
Select work from students with different strategies, such as those described in the Activity Narrative, to share later.
What types of graphical representations could be used to show the number of pages in the books? Make a graphical representation of the number of pages.
Choose a color and use it to plot a point on the coordinate plane that represents your own book's number of pages and weight. Then, in the same color, plot a second point that represents your partner's book.
Is weight a linear function of the number of pages? Explain how you know.
Some students may struggle to find a good way to number the axes so that the data is visible, but not misleading. As students have already seen in scatter plots for this unit, it is not essential to start from 0 on a scatter plot. To accurately show the data, ask students to find the minimum and maximum values in the data set and use those to help think about reasonable boundaries for the left, right, bottom, and top sides of the scatter plot. The increments should be chosen based on the minimum and maximum values of the boundaries.
In most cases, estimates of position can be used to plot the points in a scatter plot, but using technology makes it more precise.