Topic: Analyze Smart/Home Devices reviews on various website
Topic Selection --> Scraping --> Analysis --> Web Dev --> Publish
Amazon_Review_Scraper : Scrapes Amazon Reviews
Google_Review_Scraper: Scrapes Google Reviews
- What are the most common words people use?
- Most common themes (categories) that people say.
- Who are the demographics of the people leaving comments?
- Looking at commercials and seeing if that matches.
- Seasonality of reviews.
- Distribution of star ratings.
- Does the sentiment analysis match the rating given by each review?
- Difference between amazon and google product reviews.
- Measure uncertainty, are people scared by it.
- Trying to get to the “why?” of peoples reviews, especially at the boundaries.
- Find the most negative and most positive reviews.