Real Estate Property Boundaries with Polygons / GeoJSON
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## **Overview** > This is a sample of Dotlas' UAE Real Estate Residential Building Footprints data product. The product contains **`7K+ building footprints`** across the UAE, along with `building entrance locations` for the city of `Dubai` (locally referred to as Makani). For pricing and licensing details please [**contact us**](mailto:info@dotlas.com) ## Data Format Data is available as: * A Delta Lake table * ESRI Shapefile * GeoJSON `GeoPandas` in python, is used to read and interact with these formats in the sample notebook. ## **Data Sources & Methodology** * Districts, subdistricts and building entrance locations are sourced from the official government data portal of the UAE * Building Geometries are sourced from [OpenStreetMap](https://osmbuildings.org/) and other online sources. * Building names & locations are sourced from various online and offline sources to index buildings in the UAE. **Use cases** * GIS (Geographic Information Systems) and Geocoding Services. * Site Selection & Suitability Analysis * Economic attribution of demographics per residential compound * Foot-traffic analysis to capture movement of population in and out of buildings * Real estate investment analysis




