It is saying that two occurrences happening in sequence does not have to mean that the first event was the cause of the second event.
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As grade point average increases, the number of scholarship offers increases (apex)
Correlation alone cannot be able to complicate causation.
does not prove
It is a measure of the strength of a linear relationship between one dependent variable and one or more explanatory variables.It is very important to recognise that a high level of correlation does not imply causation. Also, it does not provide information on non-linear relationships.
It confuses correlation with causation