Sample data selection from 2015 - 2019(Q3 only) from the Census 2019 Housing Vacancies and Home Ownership . Click to enlarge. |
- https://www.census.gov/econ/currentdata/datasets/index
- https://www.census.gov/housing/hvs/data/rates.html
- 8 RNTOCC Renter Occupied Housing Units K
- 12 RENT Vacant Housing Units for Rent K
For the VacancyRate I am using ('adhoc') : TotalVacant/(TotalRented+TotalVacant):
GEO Region TotalRented TotalVacant VancancyRate
1: US 1 43243000 3183000 6.9
2: NE 2 8285000 477000 5.4
3: MW 3 8472000 646000 7.1
4: SO 4 15658000 1512000 8.8
5: WE 5 10827000 548000 4.8
Historically, rental vacancy rates appear to be increasing across the top MSAs ('Metropolitan Statistical Areas') of the prosperous West Coast in the most recent two of the last five years. San Francisco appears to the somewhat of an exception. I am using this Census spreadsheet: tab4_msa_15_19_rvr for rental vacancy rates from the top 75 metro areas ('MSA') for the charts below. Click on the charts to enlarge:
Above: Rental Vacancy Rates 2015 - 2018 (q4) and 2019 (q3) for WA, OR, CA |
Above: Rental Vacancy Rates 2019 (q3) for WA , OR , CA |
Rental Vacancy Rates 2019 (q3) top 75 MSAs ('Metropolitan Statistical Areas') |
Code for this post is here: https://github.com/rferrisx/Real-Property-Analysis/blob/master/PropLit.r
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