def connect_to_twitter():
'''
Connect to Twitter Stream API using the API wrapper in stream.py in the following steps:
Authenticate
============
Authenticate app using OAuth
Connect
=======
Connect to the streaming API using oauth object received from previous step
Returns authenticated and stream connected Twitter object
'''
twitter = Twitter()
twitter.authenticate()
twitter.connect()
return twitter
import matplotlib.pyplot as plt
import numpy as np
from PIL import Image
from wordcloud import WordCloud, STOPWORDS
from api import Twitter
account_name = "Yang55109999"
twitter = Twitter(account_name)
twitter.connect()
tweets = twitter.get_tweets()
sorted_tweets = twitter.sort_by_popularity()
fmt = '{likes:<5} | {rts: <5} | {text}'
print(fmt.format(likes='♥', rts='♺', text='✍'))
print('-' * 100)
for tw in sorted_tweets[:10]:
print(
fmt.format(likes=tw.likes, rts=tw.rts, text=tw.text.replace('\n',
'⏎')))
all_tweets_excl_rts_mentions = ' '.join([
tw.text.lower() for tw in tweets
if not tw.text.startswith('RT') and not tw.text.startswith('@')
])
pb_mask = np.array(Image.open("pybites.png"))
stopwords = set(STOPWORDS)