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I have a r squared off 15% in my regression analysis. with y = -638.45x + 51822 R = 0.1589. What does that mean in

I have a r squared off 15% in my regression analysis. with y = -638.45x + 51822 R = 0.1589. What does that mean in regards to the correlation of the two variables? it's a linear regression.

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