The situation that lacks causation is when the temperature increase is correlated with the sale of back to school items.
The situation that does NOT show causation is option C. When the temperature increases, the number of back to school items sold increases does not demonstrate causation. Just because two variables change together does not mean that one causes the other. The correlation between temperature increase and back to school items sold is not proof of a cause-and-effect relationship.
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