Philadelphia Exterior Property Condition Map

I made a new map of Philadelphia Exterior Housing Condition using the Office of Property Assessment data (2015).

It is part of a series of high resolution maps I've made for Philadelphia using property level data.

It is interesting to see what parts of the city have new construction, rehabbing, and vacant and/or uninhabitable properties.