It’s been over two years now since the news media reported on John Rose claiming that Vancouver has a surplus of housing and Rose shared his Working Paper, Version 1 detailing his claims of some mythical oversupply of housing in Vancouver. We have written about this on several occasions, but we were missing a piece of data that can greatly simplify our arguments: Cross-tabulations of structural type by document type (whether a dwelling was occupied by usual residents, or occupied by temporarily present persons, or unoccupied) for the censuses 2001-2016.
Cities like Vancouver and Toronto talk a lot about unoccupied dwellings. We have a whole category for empty homes themed posts on this blog. Do we need one more? Probably not, except that we were able to open up an empty-homes related cross-tabulation that we needed through current work for CMHC. Yay, and big thanks to CMHC for making this available to the general public. Open data FTW! Possibly more useful is the classification of the entire building stock by structural type that this data contains, when in the past many have used the classification of the stock occupied by usual residents as a proxy that comes with the standard release census data.
(Joint with Nathan Lauster and cross-posted at HomeFreeSociology) More results from the new Canadian Housing Survey dropped earlier this week! And they provide new insights into why Canadians move. Last time we only got provincial results. Now we can break down reasons for the last move by metro area and current tenure, but this time around we looking at the last move no matter when it happend, as opposed to only considering moves in the past five years as in the previous data release.
Finally the new 2019 CMHC Rms data is out. As expected, the high-level numbers are pretty bleak. For Metro Vancouver the vacancy rate inched up a tiny bit from 1.0% in October 2018 to 1.1% in October 2019. In the City of Vancouver the vacancy rate similarly crept from 0.8% in October 2018 to 1.0% in October 2019. With the slight uptick in vacancy rate, both areas saw somewhat lower rents increases, with the (nominal) fixed-sample rent increase in the year before October 2019 clocking in at 4.
Almost three years ago I ran the numbers to identify “Vancouver’s most lucrative fire hydrant”. Behold, Vancouver's most lucrative fire hydrant. 815 tickets issued in 7 years. Red curb markings might be advisable. Data via @VanOpenData pic.twitter.com/j4Po9UpiCc — Jens von Bergmann (@vb_jens) February 1, 2017 Being a card-carrying Shoupista it’s high time for me to do an update. And looking back I can’t help but realize how my approach to data analysis, even about such trivial things as parking tickets, has changed since then.