Question: If we select a random sample of data for two variables and, after computing the correlation coefficient, conclude that the two variables may have zero

If we select a random sample of data for two variables and, after computing the correlation coefficient, conclude that the two variables may have zero correlation, can we say that there is no relationship between the two variables? Discuss.

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