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Add part of speech tagging
Browse files- part_of_speech_tagging.py +26 -0
part_of_speech_tagging.py
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import nltk
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from nltk.tokenize import word_tokenize
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nltk.download('punkt')
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nltk.download('averaged_perceptron_tagger')
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class POSTagging:
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"""Part of Speech Tagging on text data"""
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def __init__(self):
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pass
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def classify(self, text):
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"""
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Generate Part of Speech tags.
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Parameters:
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text (str): The user input string to generate tags for
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Returns:
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predictions (list): list of tuples containing words and their respective tags
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"""
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text = word_tokenize(text)
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predictions = nltk.pos_tag(text)
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return predictions
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