IM 6.8.5 Lesson: Using Dot Plots to Answer Statistical Questions

This dot plot shows the weights of backpacks, in kilograms, of 50 sixth-grade students at a school in New Zealand.
[img]data:image/png;base64,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[/img][br][br]The dot plot shows several dots at 0 kilograms. What could a value of 0 mean in this context?
[size=150]Clare and Tyler studied the dot plot.[/size][list][*]Clare said, “I think we can use 3 kilograms to describe a typical backpack weight of the group because it represents 20%—or the largest portion—of the data.”[/*][*]Tyler disagreed and said, “I think 3 kilograms is too low to describe a typical weight. Half of the dots are for backpacks that are heavier than 3 kilograms, so I would use a larger value.”[/*][/list][br]Do you agree with either of them? Explain your reasoning.
Twenty-five sixth-grade students were asked to estimate how many hours a week they spend talking on the phone. This dot plot represents their reported number of hours of phone usage per week.
[img]data:image/png;base64,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[/img][br][br]How many of the students reported not talking on the phone during the week? Explain how you know.
What percentage of the students reported not talking on the phone?
What is the largest number of hours a student spent talking on the phone per week?
What percentage of the group reported talking on the phone for this amount of time?
How many hours would you say that these students typically spend talking on the phone?
How many minutes per day would that be?
How would you describe the [b]spread [/b]of the data? Would you consider these students’ amounts of time on the phone to be alike or different? Explain your reasoning.
Here is the dot plot from an earlier activity. It shows the number of hours per week the same group of 25 sixth-grade students reported spending on homework.
[img]data:image/png;base64,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[/img][br][br]Overall, are these students more alike in the amount of time they spend talking on the phone or in the amount of time they spend on homework? Explain your reasoning.
Suppose someone claimed that these sixth-grade students spend too much time on the phone. Do you agree? Use your analysis of the dot plot to support your answer.
A keyboarding teacher wondered: “Do typing speeds of students improve after taking a keyboarding course?”
Explain why her question is a statistical question.
[size=150]The teacher recorded the number of words that her students could type per minute at the beginning of a course and again at the end. The two dot plots show the two data sets.[/size][br][img]data:image/png;base64,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[/img]
Based on the dot plots, do you agree with each of the following statements about this group of students?
Overall, how fast would you say that the students typed after completing the course? What would you consider the center of the end-of-course data?
Use one of these suggestions (or make up your own). Research to create a dot plot with at least 10 values.
Use one of these suggestions (or make up your own). Research to create a dot plot with at least 10 values. Then, describe the center and spread of the distribution.[br][list][*]Points scored by your favorite sports team in its last 10 games[/*][*]Length of your 10 favorite movies (in minutes)[/*][*]Ages of your favorite 10 celebrities[/*][/list]

IM 6.8.5 Practice: Using Dot Plots to Answer Statistical Questions

Three sets of data about ten sixth-grade students were used to make three dot plots. The person who made these dot plots forgot to label them. Match each dot plot with the appropriate label.
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[/img]
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[/img]
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[/img]
The dot plots show the time it takes to get to school for ten sixth-grade students from the United States, Canada, Australia, New Zealand, and South Africa.
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[/img][br][br]List the countries in order of [i]typical travel times[/i], from shortest to longest.
List the countries in order of [i]variability in travel times[/i], from the least variability to the greatest.
Twenty-five students were asked to rate—on a scale of 0 to 10—how important it is to reduce pollution. A rating of 0 means “not at all important” and a rating of 10 means “very important.” Here is a dot plot of their responses.
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[/img][br][br]Explain why a rating of 6 is [i]not[/i] a good description of the center of this data set.
Tyler wants to buy some cherries at the farmer’s market. He has $10 and cherries cost $4 per pound.
If [math]c[/math] is the number of pounds of cherries that Tyler can buy, write one or more inequalities or equations describing [math]c[/math].
Can 2 be a value of [math]c[/math]? Can 3 be a value of [math]c[/math]? What about -1? Explain your reasoning.
If [math]m[/math] is the amount of money, in dollars, Tyler can spend, write one or more inequalities or equations describing [math]m[/math].
Can 8 be a value of [math]m[/math]? Can 2 be a value of [math]m[/math]? What about 10.5? Explain your reasoning.

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