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Open data

Data sources & attribution

Listings on CiyaR come from people — owners, agents, builders and operators. Open maps and government data are our reference and verification layer, never the source of listings.
Last updated 11 Oct 2026
On this page
  1. 01Our principle
  2. 02Layers & licences
  3. 03CiyaR's own data
  4. 04Share-alike (ODbL)

Our principle: never scrape

What we never do
We never scrape other property portals (99acres, MagicBricks, Housing, NoBroker or any other), never bulk-harvest state portals or bypass CAPTCHAs, and never publish owners' names or build owner look-up features from land records.

Land-record and EC checks happen one property at a time, at the owner's request and with their consent, and the result is stored as a document on that listing. See our privacy policy.

Layers, licences and how we credit them

Data layers used by CiyaR with source, licence, use and attribution text
LayerSourceLicenceUsed forAttribution shown
Base map & geocodingOpenStreetMap (opens in a new tab)ODbL 1.0Open Database Licence (ODbL) 1.0Map tiles, locality names, geocoding© OpenStreetMap contributors (ODbL)
Points of interestOpenStreetMap (schools, colleges, hospitals, bus stops, railway, markets, parks, IT parks…) (opens in a new tab)ODbL 1.0ODbL 1.0“Nearby” lists, map layers, neighbourhood scoresPoints of interest: © OpenStreetMap contributors (ODbL)
Locality boundariesOpenStreetMap admin / suburb polygons; municipal corporation wards where openly published (opens in a new tab)ODbL 1.0ODbL 1.0Locality pages, search by locality, insights mapsLocality boundaries: © OpenStreetMap contributors (ODbL)
Building footprintsGoogle Open Buildings v3 (opens in a new tab)CC BY 4.0CC BY 4.0Snapping a listing pin to its building; duplicate detectionBuilding footprints: Google Open Buildings (CC BY 4.0)
Building footprintsMicrosoft Global ML Building Footprints (opens in a new tab)ODbL 1.0ODbL 1.0Same as above, where Google coverage is missingBuilding footprints: Microsoft (ODbL)
Guideline valuesTamil Nadu Registration Department (tnreginet.gov.in) (opens in a new tab)No open licenceGovernment publication — no open licence; imported manually from published tablesBaseline for CiyaR Estimate and stamp-duty estimatesGuideline values: TN Registration Department (as published, effective <date>)
House price indicesReserve Bank of India House Price Index; NHB RESIDEX (opens in a new tab)Published statsPublished statisticsCity-level trend lines on insights pages; time-adjusting estimatesPrice index: RBI / NHB
RERA projectsTamil Nadu Real Estate Regulatory Authority (rera.tn.gov.in) (opens in a new tab)No open licencePublic registration pages — no open licenceProject registration numbers and links; builders enter or claim their own projectsRERA registration: TNRERA (linked on each project)
Census & boundariesOpen Government Data Platform India (data.gov.in) (opens in a new tab)GODL-IndiaGovernment Open Data Licence – India (GODL)Ward and population contextSource: data.gov.in (GODL-India)

Openopen data licence Restrictedgovernment publication, used as published

Attribution appears next to every map and wherever footprints, guideline values or price indices are used — for example on locality insights and project pages.

CiyaR's own data

  • Listings, photos and reviews are contributed by users under our terms.
  • Median rents, price per sq.ft, days on market and demand are computed from listings on CiyaR and are indicative.
  • Neighbourhood scores (0–100) are computed from distances to and density of OpenStreetMap points of interest, and are labelled as indicative.

Share-alike obligations

OpenStreetMap and Microsoft footprint data are under the ODbL. We keep data derived from them in separate tables so that the share-alike obligations apply only to those layers. If you would like a copy of an ODbL-derived database we produce, contact us.