Matched sale and rental listings across 24 metros, normalised to comparable gross yields in USD.
Comparing property markets across countries usually breaks on definitions: different area units, different currencies, sale prices in one source and rents in another. This panel matches comparable sale and rental listings within the same neighbourhood, property type and size band, converts everything to square metres and USD, and publishes the resulting gross yield.
Monthly snapshots since 2023 make it possible to track where yields are compressing and where rents are outpacing prices.
| Field | Type | Description |
|---|---|---|
listing_id / metro / country |
string | Identifier and market |
neighbourhood |
string | Normalised district name |
latitude / longitude |
decimal | Neighbourhood-level coordinates |
property_type / bedrooms |
string / integer | apartment, house, studio |
area_sqm |
decimal | Internal area converted to square metres |
transaction_type |
string | sale or rent |
price_local / currency |
decimal / string | Asking price or monthly rent |
price_usd / price_per_sqm_usd |
decimal | Converted at the monthly reference rate |
est_monthly_rent_usd |
decimal | Matched comparable rent |
gross_yield_pct |
decimal | Annual rent as a share of price |
listed_date |
date | Date first seen |
listing_id,metro,country,neighbourhood,property_type,bedrooms,area_sqm,transaction_type,price_local,currency,price_usd,price_per_sqm_usd,est_monthly_rent_usd,gross_yield_pct RE-8820114,Berlin,DE,Neukölln,apartment,2,64.0,sale,389000,EUR,423010,6609,1290,3.66 RE-8820115,Dubai,AE,Jumeirah Village,apartment,1,52.5,sale,690000,AED,187900,3579,1150,7.34 RE-8820116,Austin,US,East Austin,house,3,148.6,sale,615000,USD,615000,4139,2450,4.78
Illustrative sample showing the structure of the data. The full dataset is delivered after purchase.
Half-hourly stock, delivery-time and price snapshots from 900 dark stores in 14 cities.
24 months of matched prices, sales rank and review velocity for 120K SKUs across six marketplaces.
Daily snapshots of 180+ hosted and open models: prices, context windows, limits and benchmark scores.
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