Play with text data
Project description
textslack
A text cleaning pipeline to perform text cleaning, along with additional functionalities for sentiment, pos extraction, and word count.
After pip install, please follow the below step to access the functionalities:
- from textslack import textslack
Below are the key functionalities currently available:
- transform(text): normalises and cleans unstructured text
- extract_nouns(text): cleans text to keep only nouns
- extract_verbs(text): cleans text to keep only verbs
- extract_adjectives(text): cleans text to keep only adjectives
- extract_adverbs(text): cleans text to keep only adverbs
- sentiment(text): returns a string as sentiment
- word_occurances(word, text): returns frequency of a word mentioned in the text
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