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Question
what would a perfect negative correlation look like on a scatterplot?
○ all points lie on a straight line that slopes upward from left to right.
○ all points lie on a straight line that slopes downward from left to right.
○ points are scattered randomly with no pattern.
○ all points are clustered at a single value.
A perfect negative correlation means as one variable increases, the other decreases in a perfectly linear fashion. This translates to all data points lying exactly on a straight line with a downward slope from left to right on a scatterplot. An upward-sloping line represents perfect positive correlation, random points mean no correlation, and clustered points represent no meaningful linear relationship between variables.
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All points lie on a straight line that slopes downward from left to right.