Standort des Grundstücks ≈ geografischer Standort (für alphabetische Reihenfolge wischen).
Medianwert des Eigenheims auf Landesebene (Zillow Home Value Index), dividiert durch das mittlere Haushaltseinkommen auf Bundesstaatsebene, ausgedrückt als Vielfaches. Die auf diese Weise gemessene aktuelle Erschwinglichkeit von Wohnraum ähnelt stark der Zeit unmittelbar vor der Großen Rezession.
Code-Komplettlösung mit Tabellen und Analyse: https://aaronjbecker.com/posts/housing-expensiveness-by-state-2000-2025/
Von aar0nbecker
6 Kommentare
Data sources:
* [Zillow Home Value Index](https://www.zillow.com/research/data/)
* [FRED Median Household Income by State](https://fred.stlouisfed.org/release/tables?eid=259462&rid=249)
Neither data series is inflation adjusted. I extrapolated the 2024 annual income forward using the long-term (25 year) trend to show the current year, when home values have pulled back. *The trends on the graph remain nearly the same even if you hold 2024 income constant.*
Tools: python, pandas, polars, matplotlib
[Code walkthrough with detail tables and analysis](https://aaronjbecker.com/posts/housing-expensiveness-by-state-2000-2025/)
I love this. I wonder if there’s a way to make the middle states more interesting to look at. I appreciate keeping it honest with same y axis throughout, but since color coding is already denoting expensiveness, better to index to 2000 prices for each and then all the lines will wiggle more and only the pricey coastal markets will go really red.
North Dakota was only invented in 2009
This is great, love the concept and organization! Being from Utah originally, I can confirm housing has gone off the rails there, don’t think I can ever afford to move back there if I wanted to. Interesting to compare how some states like FL, AZ, CA, and NV had very dramatic swings around the 08-09 housing collapse.
Living in NYC I’m always shocked to see how much higher housing costs are in Hawaii and California, because NYC is EXPENSIVE.
So, pretty much people want to live in Blue and Purple states where quality of life, education, pay, and health are genuinely better…who woulda thunk.