Predicting product ratings

Average beer rating for breweries across the United States

Screenshot 2017-07-12 18.53.07

For this project, I scraped a beer review website and utilized supervised learning models to predict beer ratings with a low complexity, high R-squared random forest regressor.

Languages: Python, HTML
Libraries: BeautifulSoup, sklearn, pandas, matplotlib, seaborn
Methods: Web scraping, regression

Read the blog post