Simple Question on R-Squared

Say, R-Squared=89%, this is interpreted as : 89% of the variation in Y
is explained by the Regression.

My question is: what "variation" in Y are we talking about here ? Is
it the variance(Yi) that is reduced or ........?

.

Loading