IM 8.9.5 Lesson: Plotting the Weather
What do you notice? What do you wonder?
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[/img]
The table shows the average high temperature in September for cities with different latitudes.
What information does each row contain?
What is the range for each variable?
Do you see an association between the two variables? If so, describe the association.
Make a scatter plot of the data.
Describe any patterns of association that you notice.
Draw a line that fits the data. Write an equation for this line.