If a regression analysis yields an R squared value of 0.80, what does this indicate?

80% of the variation in the dependent variable is explained by the independent variable.

The independent variable explains 20% of the variation in the dependent variable.

The correlation between the variables is weak.

The regression line does not fit the data well.