a regression analysis on a set of data with two variables X

a regression analysis on a set of data (with two variables, X and Y) outcomes a value of r-square = 78.5 What would be the interpretation of this value?

There is 78.5% variation in the dependent variable (y) is due to the independent variable(x)

78.5% of the total variance in Y is \"explained\" by the linear regression model.