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Home
Python 3
Removing Stopwords

Removing Stopwords

Code
Apply Function
Display Results

Removing Stopwords

Stopwords are commonly used words that usually do not add significant meaning to a sentence.

Examples include:

Removing stopwords reduces noise and improves model performance.

Code

stop_words = set(stopwords.words('english'))

Create Function

def remove_stopwords(text):
words = text.split()
filtered = [
word for word in words
if word not in stop_words
]
return " ".join(filtered)

Apply Function

df['clean_review'] = df['clean_review'].apply(remove_stopwords

Display Results

df[['review','clean_review']].head()

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Removing Stopwords

Contents

Removing Stopwords

Code

Create Function

Apply Function

Display Results

Fake Review Detection System using Machine Learning

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