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Python 3
Comparing Original and Cleaned Reviews

Comparing Original and Cleaned Reviews

Comparing Original and Cleaned Reviews
Code
Expected Output

Comparing Original and Cleaned Reviews

After preprocessing, it's helpful to compare the original review with the cleaned version. This allows us to verify that the cleaning steps have worked correctly.

Code

df[['review', 'clean_review']].sample(10)

Expected Output

Original Review	Cleaned Review
This product is absolutely amazing!!	product absolutely amazing
Worst purchase ever. Totally disappointed.	worst purchase ever totally disappointed
I highly recommend this seller.	highly recommend seller
Delivery was quick and packaging was good.	delivery quick packaging good

The cleaned reviews are now free from unnecessary characters and stopwords, making them ready for feature extraction and machine learning.

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Comparing Original and Cleaned Reviews

Contents

Comparing Original and Cleaned Reviews

Code

Expected Output

Fake Review Detection System using Machine Learning

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