Created
August 30, 2024 06:21
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| # Preprocess text | |
| def preprocess_text(text): | |
| # Remove stop words stop_words = set(stopwords.words("english")) | |
| words = word_tokenize(text.lower()) | |
| filtered_words = [word for word in words if word not in stop_words] | |
| return " ".join(filtered_words) | |
| data["preprocessed_text"] = data["text"].apply(preprocess_text) |
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