For the data which have been converted into percentage level, the in-sample r-squared of Lasso regression is 0.769. The out-of-sample r-squared is 0.477, which is a relatively good result.

For the data of whole set, the in-sample r-squared  is 0.9999, the out-of-sample r-squared is 0.2365, which is not a good result.