def fetch_data(self, tup):
""" Get tweets for given user """
user, label = tup
# Get relevant tweet text for that user
tweets = utils.get_tweet_list(self.api,
user,
self.max_tweets)
# Construct list of (tweets {data}, party {label})
return [ (t, label) for t in tweets if t ]
def run(cfg_name, load=False, max_tweets=DEFAULT_MAX_TWEETS):
""" Run program """
api = initialise_tweepy(cfg_name)
m = model.Model(api=api, max_tweets=max_tweets)
if load:
print("Loading model...")
cl = utils.load_model()
else:
print("Training fresh model...")
cl = m.generate_model()
while True:
# Get users tweets and classify
handle = get_user_input()
if handle:
tweet_list = utils.get_tweet_list(api, handle, max_tweets)
p = cl.classify(tweet_list)
print("Party: {0}".format(p))
else:
exit("Bye!")