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tweets-polarity.py
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tweets-polarity.py
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from textblob import TextBlob
import tweepy
import sys
mykeys = open('twitterkeys.txt', 'r').read().splitlines()
api_key = mykeys[0]
api_key_secret = mykeys[1]
access_token = mykeys[2]
access_token_secret = mykeys[3]
auth_handler = tweepy.OAuthHandler(consumer_key=api_key, consumer_secret=api_key_secret)
auth_handler.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth_handler)
search_term = 'stocks'
tweet_amount = 200
tweets = tweepy.Cursor(api.search, q=search_term, lang='en').items(tweet_amount)
polarity = 0
positive = 0
negative = 0
neutral = 0
for tweet in tweets:
final_text = tweet.text.replace('RT', '')
if final_text.startswith(' @'):
position = final_text.index(':')
final_text = final_text[position+2:]
if final_text.startswith(' @'):
position = final_text.index(' ')
final_text = final_text[position+2:]
#print(final_text)
analysis = TextBlob(final_text)
tweet_polarity += analysis.polarity
if tweet_polarity > 50:
positive += 1
elif tweet_polarity < 50:
negative += 1
else:
neutral += 1
polarity += tweet_polarity
print(polarity)
print(f'Amount of positive tweets: {positive} ')
print(f'Amount of negative tweets: {negative} ')
print(f'Amount of neutral tweets: {neutral} ')