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Improve clean tweet #11

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merged 2 commits into from
Mar 1, 2020
Merged

Improve clean tweet #11

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f9e96db
Fix cleaner by removing #
ahangarha Mar 1, 2020
9b31f93
remove some verbs from tweets
ahangarha Mar 1, 2020
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2 changes: 2 additions & 0 deletions twc.py
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Original file line number Diff line number Diff line change
Expand Up @@ -70,10 +70,12 @@ def remove_emoji(tweet):
def clean_tweet(tweet):
tweet = str(tweet)
tweet = tweet.lower()
tweet = tweet.replace("#", "") # remove # so we preserve hashtags for the cloud
tweet = tp.clean(tweet)
tweet = remove_emoji(tweet)
normalizer = Normalizer()
tweet = normalizer.normalize(tweet)
tweet = re.sub(r'ن?می[‌]\S+','',tweet) # removes verbs such as می‌شود or نمی‌گویند
tokens = word_tokenize(tweet)
tokens = [token for token in tokens if token not in stopwords.persian]
tokens = [token for token in tokens if token not in stopwords.english]
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