March Madness for Machines, 2012 edition

Last year there was discussion where some HNers suggested that they'd be interested in participating in the competition if we allowed other forms of data: http://news.ycombinator.com/item?id=2321009

This is the early announcement this year, where we're soliciting suggestions about other forms of data to include for this year.