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R-Squared is referred to as the coefficient of determination. It tells the amount of variance in Y that can be explained by variable X. (i.e. Variance is how dispersed the data is, calculated by how far away the data points are from the average data point) Where Y is the dependent variable and X is the independent variable, R-Squared determines the level of influence X has on Y's variance.
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