Describe the directions, form, and strength of the scatter plot

When we look at scatterplot, we should be able to describe the association we see between the variables. A quick description of the association in a scatterplot should always include a description of the form, direction, and strength of the association, along with the presence of any outliers. Form is the association linear or nonlinear.Direction is the association positive or negative.Strength does the association appear to be strong, moderately strong, or weak.Outliers do there appear to be any data points that are unusually far away from the general pattern.It's also important to include the context of the two variables in the description of these features.

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