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Portfolio project

Sentiment Analysis on Tokopedia Reviews

Developer & project contributor · Portfolio archive · Completed portfolio project

Scraped and analyzed Indonesian e-commerce reviews using NLP and Scikit-learn, classifying sentiment to surface product feedback trends for retail decision-making.

Preview of Sentiment Analysis on Tokopedia Reviews
Preview of Sentiment Analysis on Tokopedia Reviews
core technologies
4documented project stack
project status
Builtportfolio implementation
delivery scope
End-to-endfrom implementation to evaluation

01Problem

Scraped and analyzed Indonesian e-commerce reviews using NLP and Scikit-learn, classifying sentiment to surface product feedback trends for retail decision-making.

02Approach

  • Designed the solution using Python, NLP, Web Scraping.
  • Implemented the core workflow and evaluated the result against the project objective.
  • Documented the work as part of the broader AI and data portfolio.

03Contribution

  • Contributed to technical implementation and project delivery.
  • Worked across data preparation, modeling or application development as required by the project.

04Outcome

  • Scraped and analyzed Indonesian e-commerce reviews using NLP and Scikit-learn, classifying sentiment to surface product feedback trends for retail decision-making.

05Limitations

  • Additional technical documentation will be added as the project archive is expanded.
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