Goal: Create a review topic app that allows users (customers or Company affiliate) to drill down reviews based on the review sentiments or priority score
Companies reviews Used: The three ecommerce company reviews used are Amazon,Zalando and Outfittery
Data Source: Reviews were scrapped from TrustPilot
- Scraped reviews from Trustpilot using Beautifulsoup
- Stored clean data in AWS s3 , read it into AWS comprehend for topic modeling and sentiment analysis and stored it back to S3
- Discovered other python library for obvious spelling correction and expansion of English contractions e.g don’t == do not etc
- Key Python Libraries ( Pandas, Numpy, Matplotlib, re, Streamlit)
- Other Python Libraries (Contractions, SpellCheckers)
- AWS services (AWS S3, AWS Comprehend)
- VS Code
- Jupyter Notebook
- UI APP powered by Streamlit