A graph I promised to make

There is a lot of talk about population and number of new dwellings in the housing market debate.  What is generally overlooked is that at any point in time everybody is living somewhere.  Occupancy rate is fluid, prices change, and in the long term, population growth in an area can't happen without prior construction of housing. 

The graph shows the new dwellings constructed per new person (per person of population growth).  We do notice a recent decline in the number of dwellings being constructed nationwide compared to the population growth, which is reflected in the later graph showing increased occupancy rates.  The direction of causation amongst these variables remains unclear, and in all likelihood, they are interdependent.

Regression with net new dwellings per person of population growth as an explanatory variable for change in the capital city price index gives a negative coefficient (-0.011) but really, has no explanatory power (r2 of 0.006).

That means that analysis of population growth and dwelling construction figures has no power in explaining housing price changes.