We see that our predictions mostly accord with the personality literature, and that domain adaptation often strengthens the correlations that we expected and weakens the correlations that had been predicted from language, but were not expected.
the results suggest that tSDA works well when the county-level scores are further aggregated to the state level (Rentfrow and Jokela, 2016).