leosquared / brewery-scraper Goto Github PK

This project is aimed to have the most comprehensive user-generated data on carft beers and breweries in the US. It currently consists of a ruby script to scrape data from the Beer Advocate site across major cities in the US.

• City Guide
• Place
• Beer

• place stats, city stats
• scrape all places for cities listed
• scrape all metadata for a given place
• data transformation script
• build linear model to predict place score / beer score
• obtain all individual beers associated wtih the place
• obtain all individual reviews associated with a beer
• add additional features from individual beers, review text to linear model
• outputs
  • simple REST API, S3 storage
  • map visualization of breweries
  • update schema