Before you get to SF:
- Install Rails. Unless a critical mass of people are Pythonistas, we'll use Rails. Obviously JavaScript too, for front-end stuff, and any manner of data analysis tools, such as R.. but make sure Rails is installed and working on your machine before you show up. (Instructions below)
- Download the UTQGS data: http://cl.ly/0L2c152y2n2j, and take a look at it
- Develop some questions about the data that you'd want to see in an app. Example questions that come to mind: What are the safety ratings of the country's best-selling tires? How safe are the tires that come standard on the most common cars? Do tire costs correlate with safety?
- Look at some news apps. I suggest: http://projects.propublica.org/emergency/. Come with some ideas on how to turn the UTQGS data into an app.