Data Request: Raw housing stock of particular city
There really isn't high-frequency data out there for free, but bi-annual data are available from the Census American Housing Survey. The survey goes back to 1973, though data at the metropolitan area level don't go back that far. Also, the data are extrapolated from a sample, so caveats apply.