adds CleanTweets functions, creates Graphs
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39
funs/CleanTweets.py
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39
funs/CleanTweets.py
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import re
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import string
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def remove_URL(text):
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url = re.compile(r'https?://\S+|www\.\S+')
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return url.sub(r'', text)
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def remove_emoji(text):
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emoji_pattern = re.compile(
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'['
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u'\U0001F600-\U0001F64F' # emoticons
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u'\U0001F300-\U0001F5FF' # symbols & pictographs
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u'\U0001F680-\U0001F6FF' # transport & map symbols
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u'\U0001F1E0-\U0001F1FF' # flags (iOS)
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u'\U00002702-\U000027B0'
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u'\U000024C2-\U0001F251'
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']+',
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flags=re.UNICODE)
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return emoji_pattern.sub(r'', text)
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def remove_html(text):
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html = re.compile(r'<.*?>|&([a-z0-9]+|#[0-9]{1,6}|#x[0-9a-f]{1,6});')
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return re.sub(html, '', text)
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def remove_punct(text):
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table = str.maketrans('', '', string.punctuation)
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return text.translate(table)
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def clean_all(text):
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if not isinstance(text, str):
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text = str(text) # Convert non-string values to string
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text = remove_URL(text)
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text = remove_emoji(text)
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text = remove_html(text)
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text = remove_punct(text)
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return text
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