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Listings for real estate valuation

5 listings tagged by providers for this use case

  1. Alpenglow Weather SystemsVerified provider🇨🇭

    Physical climate risk scores for assets under SSP scenarios

    Asset-level flood, extreme heat, wildfire, windstorm and drought scores for any address or coordinate, today and under SSP1-2.6, SSP2-4.5 and SSP5-8.5 to 2100.

    Climate risk data Free sample4.4(3)Demo listing
    Coverage
    Global
    History
    Since 1981
    Refresh
    Yearly
    Delivery
    REST API +3
    from $250 per 1,000 assets, all hazards and scenarios
    Published 2026-09-15
    Listed 2 months ago
  2. Listed 2 months ago
  3. Dunebridge Property DataVerified provider🇦🇪

    Dubai and Abu Dhabi recorded property transactions

    Sales, mortgages and gifts recorded by Dubai and Abu Dhabi land authorities, cleaned, de-duplicated and matched to buildings and communities, with off-plan and ready flags.

    Property transactions Free sample4.0(2)Demo listing
    Coverage
    1 country
    History
    Since 2010
    Refresh
    Weekly
    Delivery
    Amazon S3 +3
    from $3,500 historical file since 2010
    5% off via DataStoa
    Published 2026-09-18
    Listed 2 months ago
  4. Dunebridge Property DataVerified provider🇦🇪

    UAE residential sale and rental listings with asking prices

    Daily de-duplicated for-sale and for-rent residential listings across the UAE with asking price, size, bedrooms, building, community, days on market and price changes.

    Property listings data Free sample4.0(2)Demo listing
    Coverage
    1 country
    History
    Since 2017
    Refresh
    Daily
    Delivery
    REST API +2
    from $1,500 / month
    Published 2026-09-19
    Listed 2 months ago
  5. Alpenglow Weather SystemsVerified provider🇨🇭

    European hourly air quality: PM2.5, NO2, O3 and AQI

    Hourly pollutant concentrations and air quality indices on a 1 km European grid plus 3,000 station series, with four-day forecasts and history from 2015.

    Air quality data Free sample4.4(3)Demo listing
    Coverage
    Europe
    History
    Since 2015
    Refresh
    Hourly
    Delivery
    REST API +2
    from €290 / month
    Published 2026-09-14
    Listed 2 months ago

About real estate valuation

Real estate valuation estimates what a property is worth and how its value may change. Investors, lenders and appraisers rely on recorded transactions, live listings and financing data to support their numbers.

Property transaction data records sale prices, dates and parties from deeds and land registries, the foundation of comparable sales analysis and automated valuation models. Property listings data shows asking prices, rents, time on market and attributes for homes and commercial units on the market. Mortgage data adds loan amounts, rates, loan-to-value ratios and performance, which helps assess financing conditions and risk.

A typical workflow

  1. Standardise addresses and match properties across sources.
  2. Select comparable sales and adjust for differences.
  3. Add listings and rental evidence for current market direction.
  4. Back-test estimates against later sale prices.

What to check before you buy

Ask about the recording lag between sale and availability, coverage by region, how non-market transfers are flagged and how properties are matched across datasets. In some countries sale prices are not public or are published only in aggregate, which limits what any provider can offer.

Last reviewed on 11 Nov 2026

Data for real estate valuation: questions

Need data for real estate valuation?

Describe the result you are after and the data you think you need. Providers reply with proposals and samples.