def calculate_tweet_score(self, text, followers):
# Compare feature sets
record = Record(1, text, followers)
record.get_features_set(self.feature_set)
probability = self.classifier.prob_classify(record.features_set)
record.probability = probability.prob('1')
# Calculate tweet score from provided tweet, user pair
# record.impact_score = record.probability * (float(record.followers)+1)
#for now, just show the probability
record.impact_score = record.probability * (float(record.followers)+1)
return record.impact_score
