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Aziz Sunderji

@home-economics

Visualising the US housing market at www.home-economics.us

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Latest posts by Aziz Sunderji @home-economics

Home Economics chart

Home Economics chart

Sale Price in Louisville, KY:
At $269K, Louisville sits dead in the middle of America's housing market, practically indistinguishable from the typical metro.

via @home-economics.bsky.social | homeeconomics.substack.com

13.03.2026 15:14 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

Price Drops in Louisville, KY:
With a quarter of listings dropping prices, Louisville sits squarely in the middle of the marketβ€”slightly softer than average but nowhere near distressed.

via @AzizSunderji | homeeconomics.substack.com

13.03.2026 15:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

Pending Sales in Los Angeles, CA:
LA's pending sales pipeline has collapsed 37.7% in five years, now sitting below the national ratio at 1.3x versus 1.4x nationally.

via @AzizSunderji | homeeconomics.substack.com

13.03.2026 13:29 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

Pending Sales in Albany, NY:
Albany's pending sales pipeline has collapsed to 1.1x homes sold versus the national norm of 1.4x, signaling a weakening market momentum.

via @AzizSunderji | homeeconomics.substack.com

12.03.2026 21:35 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

Inventory in Louisville, KY:
Louisville's inventory-to-sales ratio of 3.6x sits well below the national 4.8x median, signaling a tight market despite 18.8% year-over-year inventory growth.

via @AzizSunderji | homeeconomics.substack.com

12.03.2026 21:33 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

Sale Price in Louisville, KY:
Louisville home prices hit $270K, outpacing the nation by $28K while gaining 30.4% over five years despite modest recent growth.

via @AzizSunderji | homeeconomics.substack.com

12.03.2026 02:30 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

Louisville's median home price hit $270K, up 2.7% yearly and 30.4% over five years, now 11.6% above the national median.

Sale Price in Louisville, KY
via @AzizSunderji | homeeconomics.substack.com

12.03.2026 02:17 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

test

12.03.2026 02:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

Louisville homes are selling $28K above the national median, having climbed nearly a third in five years despite tepid recent momentum.

Sale Price in Louisville, KY
via @AzizSunderji | homeeconomics.substack.com

12.03.2026 01:38 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

Louisville's median home price of $270K has outpaced the nation by 11.6% while climbing 30.4% over five years, though recent momentum has nearly stalled at 2.7% annually.

Sale Price in Louisville, KY
via @AzizSunderji | homeeconomics.substack.com

12.03.2026 01:14 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Home Economics chart

Home Economics chart

Inventory in Miami, FL: 16.6K, down 6.3% year over year.

via @AzizSunderji

12.03.2026 01:03 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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They're not wrong; historical periods of stagnant prices amid stretched affordability eg early '90s have lasted about that long.

26.02.2026 13:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

This is the case across metros, Matt.

24.02.2026 14:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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24.02.2026 14:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Many charts show homeownership as owners Γ· household headsβ€”this lowballs the issue for the young: many of them live with parents/friends (ie they're not household heads). This chart is better: the per capita rate (owners as % of *all* adults in each generation, not just heads).

21.01.2026 16:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Home prices have soared since the start of the Covid-19 pandemic, but a rising tide has not lifted all boats: home prices in the suburbs and exurbs have risen far faster than in city cores. Of the 50 largest U.S. metros, New York’s 48-point urban-exurban gap is the widest in the country.

20.01.2026 14:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Who is leaving NYC?
It really depends on where they are going:

β€”Wealthy are moving to CT, NJ, CA
β€”Lower income are moving to PA, SC, VA, GA
β€”Young are moving to MD, IL, MA
β€”Old are moving to FL, Long Island, SC

10.12.2025 18:07 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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NYC is shrinking. But who is leaving, and where are they going?

05.12.2025 16:44 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Even if prices stabilize and interest rates decline, Millennials will find it harder to continue to make inroads into homeownership. That’s because a major demographic shift underlying the tight housing marketβ€”specifically, increasing competition for homes from aging Boomersβ€”won’t recede for years.

28.09.2023 18:10 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The NAR and others report that Boomers are "baby chasing"β€”moving to be closer to their kids and grandkids. But the data doesn't really bear this out. Millennial and Boomer hotspots don't overlap.

24.09.2023 14:26 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Construction has quietly flipped from dragging on growth to adding to it. That’s one reason the US economy is, by some estimates, now growing at the fastest pace in over 20 years.

11.09.2023 15:38 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The current housing cycle has been extreme for 3 reasons:

1. Home price rose by 45% (!)β€”same as 2003-'06

2. The whole cycle (rise -> fall -> recovery) took only 3 years (the '03 cycle took 10 years)

3. No town was left behind: prices boomed in even the sleepiest of small towns

05.09.2023 19:50 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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#housing is localβ€”and the harder they rise the harder they fall...

The markets that are still up y/y are those that didn't boom as much in 2021 (Miami, Philly, DC).

The ones that are down the most are those that soared in 2021 (Dallas, LA, Houston, Atlanta).

More here: www.home-economics.us

29.08.2023 21:39 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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31.07.2023 00:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I see a wave of Substack launches πŸ˜’

25.07.2023 02:27 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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We're better off today than in 1984, when the US gov't started measuring personal budgets. Incomes are $16k higher (2021 $). Clothing/food are cheaper. But the avg household spends $5k/yr more on housing today than in '84. 3 min read: https://sunderji.substack.com/p/the-monstrous-share-of-housing-in

24.07.2023 20:09 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Preview
Does seasonality still matter for housing? New listings are tracking mortgage rates more than anything else

More analysis in a 3 min read here: https://sunderji.substack.com/p/does-seasonality-still-matter-for

18.07.2023 16:18 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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High rates obliterated the 2023 spring/summer housing season. But with inflation now clearly cooling, rates have fallen by 50bp. If this continues, buyers will soon see lower financing costsβ€”but also more selection than is normal outside the summer.

18.07.2023 16:17 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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The same thing happened in 2022: rising rates kept a lid on new listingsβ€”depressing them below typical pre-pandemic levels. And we got a taste of just how sensitive listings are to rates: when rates stabilized/dipped in Jun-Aug, listings soared.

18.07.2023 16:16 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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By 2021, it was clear that would-be sellers are motivated not just by typical seasonal patterns (list in the spring), but also the changing levels of mortgage rates: listings were unusually low in the first 5 months as rates rose.

18.07.2023 16:16 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0