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import re | |
def cleanResume(resumeText): | |
resumeText = re.sub('http\S+\s*', ' ', resumeText) # remove URLs | |
resumeText = re.sub('RT|cc', ' ', resumeText) # remove RT and cc | |
resumeText = re.sub('#\S+', '', resumeText) # remove hashtags | |
resumeText = re.sub('@\S+', ' ', resumeText) # remove mentions | |
resumeText = re.sub('[%s]' % re.escape("""!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~"""), ' ', resumeText) # remove punctuations | |
resumeText = re.sub(r'[^\x00-\x7f]',r' ', resumeText) | |
resumeText = re.sub('\s+', ' ', resumeText) # remove extra whitespace | |
return resumeText | |
resumeDataSet['cleaned_resume'] = resumeDataSet.Resume.apply(lambda x: cleanResume(x)) |
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