Data

OpenStreetMap contains roughly 4.8 million buildings in this region. Based on AI-mapped estimates, this is approximately 68% of the total buildings.The average age of data for this region is 3 years ( Last edited 2 days…

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means [here](https://wiki.openstreetmap.org/wiki/Tags) ) : tags['waterway'] IS NOT NULL OR tags['water'] IS NOT NULL OR tags['natural'] IN ('water','wetland','bay') Features…

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means [here](https://wiki.openstreetmap.org/wiki/Tags) ) : tags['amenity'] = 'ferry_terminal' OR tags['building'] = 'ferry_terminal' OR tags['port'] IS NOT NULL Features may…

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means [here](https://wiki.openstreetmap.org/wiki/Tags) ) : tags['aeroway'] IS NOT NULL OR tags['building'] = 'aerodrome' OR tags['emergency:helipad'] IS NOT NULL…

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means [here](https://wiki.openstreetmap.org/wiki/Tags) ) : tags['healthcare'] IS NOT NULL OR tags['amenity'] IN ('doctors', 'dentist', 'clinic', 'hospital', 'pharmacy') Features may…

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means [here](https://wiki.openstreetmap.org/wiki/Tags) ) : tags['amenity'] IN ('mobile_money_agent','bureau_de_change','bank','microfinance','atm','sacco','money_transfer','post_office') Features may have these attributes: - [name](http://wiki.openstreetmap.org/wiki/Key:name) - [name:en](http://wiki.openstreetmap.org/wiki/Key:name:en) - [amenity](http://wiki.openstreetmap.org/wiki/Key:amenity) - [operator](http://wiki.openstreetmap.org/wiki/Key:operator) - [network](http://wiki.openstreetmap.org/wiki/Key:network) - [addr:full](http://wiki.openstreetmap.org/wiki/Key:addr:full) -…

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means [here](https://wiki.openstreetmap.org/wiki/Tags) ) : tags['place'] IN ('isolated_dwelling', 'town', 'village', 'hamlet', 'city') Features may have these attributes: - [name](http://wiki.openstreetmap.org/wiki/Key:name) - [name:en](http://wiki.openstreetmap.org/wiki/Key:name:en) -…

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means [here](https://wiki.openstreetmap.org/wiki/Tags) ) : tags['amenity'] IN ('kindergarten', 'school', 'college', 'university') OR tags['building'] IN ('kindergarten', 'school', 'college', 'university') Features…

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means [here](https://wiki.openstreetmap.org/wiki/Tags) ) : tags['railway'] IN ('rail','station') Features may have these attributes: - [name](http://wiki.openstreetmap.org/wiki/Key:name) - [name:en](http://wiki.openstreetmap.org/wiki/Key:name:en) - [railway](http://wiki.openstreetmap.org/wiki/Key:railway) - [ele](http://wiki.openstreetmap.org/wiki/Key:ele) - [operator:type](http://wiki.openstreetmap.org/wiki/Key:operator:type) - [layer](http://wiki.openstreetmap.org/wiki/Key:layer) -…

OpenStreetMap exports for use in GIS applications. This theme includes all OpenStreetMap features in this area matching ( Learn what tags means [here](https://wiki.openstreetmap.org/wiki/Tags) ) : tags['amenity'] IS NOT NULL OR tags['man_made'] IS NOT NULL OR tags['shop'] IS NOT…