Housing Market Update

Fetches latest Airbnb listings, rental market data, hotel occupancy, and real estate prices from multiple APIs.

Property	Value
Workflow	housing.yml
Schedule	manual (workflow_dispatch)
Storage	Cloudflare R2 (primary), git (fallback)

Sources

• Inside Airbnb

• Property24

• PayProp

• STR/CoStar

• Lightstone

Output files

• static/housing.json

Fields updated

• airbnb.total_listings

• rental_market.avg_monthly_rent

• hotels.occupancy_rate

• real_estate.avg_house_price