This is specifically related to the SF Bay Area and there is a link to the source which has a easy-to-use Excel sheet of the data, so feel free to make an awesome geo-mashup:
http://www.lao.ca.gov/Publications/Report/3345#Technical_App...
Also, the measure is not whether available housing is getting more expensive, but whether low-income households are being displaced.