FAQ
Frequently asked questions about Bishkek 3D Urban Analytics
What is CityData and the Bishkek 3D Real Estate Analytics platform?
CityData is Kyrgyzstan's first interactive 3D digital twin and spatial real estate analytics platform. It combines extruded OpenStreetMap buildings, live verified market listings, school deficit heatmaps, and AI spatial intelligence in one unified WebGL map.
Where do listing prices come from, and how often are market data feeds synced?
Our crawlers collect verified market listings daily on automated delta schedules. Each listing is verified with SHA-256 fingerprint tracking, cleaned, and matched to physical building footprints in PostGIS. Prices are converted to USD and KGS per square metre.
How do homebuyers use the 3D map to find apartments and compare prices?
Homebuyers can fly through Bishkek's avenues in 3D, filter buildings by price per m², slice through individual floors to inspect available units, verify direct sunlight exposure, and preview unobstructed sightlines toward the Ala-Too mountain range.
How do developers and real estate agencies use CityData's spatial analytics?
Developers and agencies use our platform to analyze historical price velocity per m² across microdistricts, detect infrastructure deficits, evaluate panoramic view lines, and plan future construction developments.
How can property developers license 3D digital twins (Twin Studio)?
Developers can license dedicated 3D interactive twins of their residential complexes for sales galleries, embed dynamic floor selectors on their websites, display accurate solar studies, and benchmark price per m² against competing nearby developments.
How does the AI Spatial Co-Pilot work?
The AI Co-Pilot uses natural language processing to translate user questions into PostGIS spatial queries. It automatically animates the 3D camera to target neighborhoods, highlights matching buildings, and generates side-by-side comparative valuation reports.
How can urban planners and researchers access the Geospatial Data API and vector tiles?
We provide RESTful JSON endpoints (/api/buildings, /api/analytics) and high-performance Mapbox Vector Tiles (/api/tiles/{z}/{x}/{y}) served directly from PostGIS, allowing planners to analyze 15-minute pedestrian isochrones and educational facility deficits.
Which languages are supported, and is the consumer 3D map free?
CityData is natively available in English, Russian (Русский), and Kyrgyz (Кыргызча). The interactive 3D map and fundamental analytics are completely free for individual homebuyers and citizens.