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QUESTION IMAGE

eye color and running speed 600 ice cream sales and temperature cluster…

Question

eye color and running speed
600
ice cream sales and
temperature clustered
between 80 - 95°f and 400 -
free - throw success was the
same across all heights, with
points scattered.
teens aged 14 - 16 showed
similar social media use.
shoe size and pizza topping
showed no visible
relationship.
drag each scenario to the correct column based on what feature of a scatterplot it best represents.
answer choices
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drag the answer choices to the correct category over here!
outlier
cluster
no association

Explanation:

Step1: Analyze each scenario

  • Shoe size and pizza topping: These are two unrelated categorical variables. There is no logical or statistical connection between them, so they show no association.
  • Ice cream sales and temperature clustered between 80 - 95°F and 400 - 600: When data points form a cluster within a certain range of two variables (here temperature and ice - cream sales), it represents a cluster in a scatter - plot.
  • Eye color and running speed: Eye color is a genetic trait and running speed is a physical ability trait. There is no inherent relationship between them, so they show no association.
  • Free - throw success was the same across all heights, with points scattered: If for different values of one variable (height), the other variable (free - throw success) has values that are scattered and not following any pattern, it shows no association.
  • Teens aged 14 - 16 showed similar social media use: If within a certain age group (14 - 16), the social media use is similar, it can be considered as a cluster (a group of data points with similar characteristics)

Answer:

  • Outlier: None of the given scenarios represent an outlier. An outlier is a data point that is significantly different from other data points in a dataset.
  • Cluster: Ice cream sales and temperature (clustered between 80 - 95°F and 400 - 600), Teens aged 14 - 16 showed similar social media use
  • No Association: Shoe size and pizza topping, Eye color and running speed, Free - throw success was the same across all heights, with points scattered