This project is a public portfolio project that is still in an embryonic phase.
The project is intended to create a framework for examples of data science workflows that a complex project might typically require as well as a gallery of artifacts.
The context of the project is intentionally uncontroversial and broad, involving an existing adult hockey league in Norther California with a public web site that displays several decades of data from games played on a daily basis.
- Problem Definition / Stakeholder Communication
Quarto
docs
- Data Acquisition
- Web scraping :
rvest
- ETL
- Web scraping :
- Exploratory Data Analysis & Data Visualization
- Analytical Methods
- Interactive Data Product Development - early prototype
- mobile app:
shinymobile
CSS
for demo
- mobile app:
- Production Deployment - not started
- automated data refresh
- code refactoring into packages for maintenance
- automated deployment
To quickly get a feel for the project context, refer to this open letter to Sharks Ice Adult Hockey League Management
- open letter to Sharks Ice Adult Hockey League Management
- Mobile App for Game Status - Early stage prototype :
Website for San Jose Sharks Ice Adult Hockey League