canadians-in-college-baseball

Python web scraper for the Canadian Baseball Network... view full project description

Canadians in College Baseball

• Scan NCAA, NJCAA, NAIA, etc. schools' baseball rosters for players whose hometown references Canada or a Canadian city or province.
  
• Clean and format data due to differences in each school's website formats.
  
• Export results to Google Sheets and display using gspread package.

Canadians in College Baseball Stats

• Locate the season statistics of the players found by the Canadians in College Baseball scraper.
  
• Clean and format the data found from the NCAA, NJCAA, NAIA, etc. websites.
  
• Export results to Google Sheets and display using gspread package.

Python (3.11.2) Packages

Web Scraping

• requests (2.28.1)
• beautifulsoup4 (4.11.1)
• lxml (4.9.1)
• html5lib (1.1)
• json (built-in)

Data Manipulation

• pandas (1.4.4)
• re (built-in)

Google Sheets API

• gspread (5.7.1)
• oauth2client (4.1.3)