[img]data:image/png;base64,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[/img][br][br]What do you notice? What do you wonder?
How much taller is the volleyball team than the gymnastics team?[list][*]Gymnastics team’s heights (in inches) : 56, 59, 60, 62, 62, 63, 63, 63, 64, 64, 68, 69[br][/*][*]Volleyball team’s heights (in inches): 72, 75, 76, 76, 78, 79, 79, 80, 80, 81, 81, 81[/*][/list]
Make dot plots in the applet below to compare the heights of the tennis and badminton teams.[br][list][*]Tennis team’s heights (in inches): 66, 67, 69, 70, 71, 73, 73, 74, 75, 75, 76[br][/*][*]Badminton team’s heights (in inches): 62, 62, 65, 66, 68, 71, 73[/*][/list][br]What do you notice about your dot plots?
Elena says the members of the tennis team were taller than the badminton team. Lin disagrees. Do you agree with either of them? Explain or show your reasoning.
Compare the heights of these two families. Explain or show your reasoning.[br][list][*]The heights (in inches) of Noah’s family members: 28, 39, 41, 52, 63, 66, 71[br][/*][*]The heights (in inches) of Jada’s family members: 49, 60, 68, 70, 71, 73, 77[/*][/list]
If Jada's family adopts newborn twins who are each 18 inches tall, does this change your thinking? Explain your reasoning.
Which one of these data sets has a mean of 5.57 minutes?
Which one of these data sets has a mean of 3.91 minutes?
Calculate the mean for the data set that wasn't the answer to the two previous questions.
Which one of these data sets has a mean absolute deviation (MAD) of 0.30?
Which one of these data sets has a mean absolute deviation (MAD) of 0.44?
Calculate the mean absolute deviation (MAD) for the data set that wasn't the answer to the two previous questions.
Do you think the three groups are very different or not? Explain your reasoning.
A fourth album has a mean length of 8 minutes with a mean absolute deviation of 1.2. Is this data set very different from each of the others?