Created
August 4, 2020 03:02
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| # Function for Cleaning Text | |
| def clean_text(text): | |
| text=re.sub('\w*\d\w*','', text) | |
| text=re.sub('\n',' ',text) | |
| text=re.sub(r"http\S+", "", text) | |
| text=re.sub('[^a-z]',' ',text) | |
| return text | |
| # Cleaning corpus using RegEx | |
| training_corpus['cleaned']=training_corpus['cleaned'].apply(lambda x: clean_text(x)) | |
| testing_corpus['cleaned']=testing_corpus['cleaned'].apply(lambda x: clean_text(x)) |
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