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AmazonReviewAnalysis

Objectives

Using NLP text processing techniques, determine the insights that made an useful Amazon review, and predict whether an Amazon review is helpful. The project is completed with PySpark in Databrick

  • Note: since the project is completed in Databrick and there might be some issues with the exported file. Please download the .html file to view the complete orgional notebook.

Project flow

  • Data analysis and visulization to get some understanding on the data
  • Perform topic analysis with NLP libraries to gain insights of the review topics
  • Perform sentinment analysis to gain insights on how polarity and subjectivity relate to review usefulness

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