Failures of traditional survey methods for measuring politi-
cal climate and forecasting high impact events such as elections, offers opportunities to seek alternative methods. The analysis of social net-
works with computational linguistic methods have been proved to be useful as an alternative, but several studies related to these areas were
conducted after the event (post hoc).