Die Wohnkosten (hier dargestellt als Median Home Value / Median Household Income) erreichten im Jahr 2022 in 26 Bundesstaaten ihren Höhepunkt, aber 15 blieben im aktuellen Zyklus hinter ihren Höchstständen vor 2008 zurück. Insgesamt zeigen die Bundesstaaten trotz sehr unterschiedlicher Ausgangsniveaus ähnliche Trends. Code und Analyse: https://aaronjbecker.com/posts/twin-peaks-visualizing-expensiveness-trends/
Erneutes Posten, weil ich auf den Wahnsinn meiner bisherigen Sortiermethode (nach Spitzendatum) aufmerksam gemacht wurde.
Von aar0nbecker
5 Kommentare
Data sources: [FRED Median Household Income by state](https://fred.stlouisfed.org/release/tables?eid=259462&rid=249), [Zillow Home Value Index](https://www.zillow.com/research/data/)
Tools: python, Jupyter, pandas, polars, matplotlib
Full code walkthrough, including some insane matplotlib contortions to get grid lines to plot behind multiple overlapping plots: https://aaronjbecker.com/posts/twin-peaks-visualizing-expensiveness-trends/
This would make a great tshirt
As a Wisconsinite, I feel this. We are the only ones who haven’t peaked yet!
These graphs that look like the Joy Division album cover always look awesome, although sometimes hard to read. This one lends itself really well though to comparing peaks in different states, nicely done. Interesting, although maybe not surprising, that most states either peaked around the housing crisis or pandemic.
Looks like Florida finally got some mountains! All we had to do is plot how unaffordable housing is getting here.