Crie a coluna DayOfWeek a partir da string datetime em R.

data = read.csv('somefiles')

data$DayOfWeek = mapply(function(r){
    as.factor(weekdays(strptime( r , format = "%Y-%B-%d %H:%M:%S" ))
  },
  data$START_TIME
);