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import tweepy | |
from textblob import TextBlob | |
import csv | |
def Tweep(): | |
consumer_key = "" | |
consumer_secret = "" | |
access_token = "" | |
access_token_secret = "" | |
auth = tweepy.OAuthHandler(consumer_key, consumer_secret) | |
auth.set_access_token(access_token, access_token_secret) | |
return tweepy.API(auth) | |
def labeling(text): | |
blob = TextBlob(text).sentiment | |
if blob.subjectivity == 0: | |
return 0 # If no subjectivity we wont use the tweet | |
else: | |
return 'Positive' if blob.polarity > 0 else 'Negative' | |
def give_me_csv(user, topic): | |
list_of_tweets = user.search(topic, count=100) | |
filename = 'twitter_sentiment_%s.csv' % topic.replace(' ','') | |
with open(filename, 'w') as file: | |
fieldnames = ['tweet', 'sentiment_score'] | |
writer = csv.DictWriter(file, fieldnames=fieldnames) | |
writer.writeheader() | |
for tweet in list_of_tweets: | |
tweet_text = tweet.text.encode('utf-8') | |
score = labeling(tweet.text) | |
if score != 0: | |
writer.writerow({ | |
'tweet' : tweet_text, | |
'sentiment_score' : score | |
}) | |
def main(): | |
# Login twitter | |
user = Tweep() | |
# Ask topic | |
topic = raw_input('Enter a topic to search: ') | |
# Generate file | |
give_me_csv(user, topic) | |
if __name__ == '__main__': | |
main() | |
wp_embed_register_handler( 'gist', '/https?:\/\/gist\.github\.com\/([a-z0-9]+)(\?file=.*)?/i', 'bhww_embed_handler_gist' ); | |
function bhww_embed_handler_gist( $matches, $attr, $url, $rawattr ) { | |
$embed = sprintf( | |
'<script src="https://gist.github.com/%1$s.js%2$s"></script>', | |
esc_attr($matches[1]), | |
esc_attr($matches[2]) | |
); | |
return apply_filters( 'embed_gist', $embed, $matches, $attr, $url, $rawattr ); | |
} |
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