The coefficient of correlation is under- root of two .................
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A squared number is always POSITIVE.
But if you take the square root of the number - you can get either the negative or the positive square root.
Correlation is the (Absolute) value of the square root - which means you take the positive square root only.
The sign of the correlation gives you whether the two variables you are looking at are positively, negatively or not correlated. (+, -, 0 being the sign of the correlation).
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