We consider the best way to extract timely signals from newspaper text and use them to forecast macroeconomic variables … editorial style. We find that newspaper text can improve economic forecasts both in absolute and marginal terms. We introduce a … powerful new method of incorporating text information in forecasts that combines counts of terms with supervised machine …