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bug fixes and documentation #3

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bug fixes and documentation #3

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23 changes: 9 additions & 14 deletions Stemming.py
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Original file line number Diff line number Diff line change
Expand Up @@ -32,22 +32,17 @@
space, Professor Satish Dhawan, who succeeded him and Dr. Brahm Prakash, father of nuclear material.
I was lucky to have worked with all three of them closely and consider this the great opportunity of my life.
I see four milestones in my career"""

#Tokenizing sentences (i.e. paragraph --> list of sentences)
sentences = nltk.sent_tokenize(paragraph)
#creating an object
stemmer = PorterStemmer()

# Stemming
print(f'Before stemming length of individual sentences:\n{[len(sentence) for sentence in sentences]}\n')
#Stemming
for i in range(len(sentences)):
words = nltk.word_tokenize(sentences[i])
words = nltk.word_tokenize(sentences[i].lower())
words = [stemmer.stem(word) for word in words if word not in set(stopwords.words('english'))]
sentences[i] = ' '.join(words)









sentences[i] = " ".join(words)
# print(sentences)
print(f'\nAfter stemming length of individual sentences:\n{[len(sentence) for sentence in sentences]}\n')