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Does anyone know of any open source projects that will allow reverse geocode lookups over Open StreetMap data?
I'd prefer not to use an existing hosted webservice such as Nominatim since my dataset is large.
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Yes, the Geoapify Reverse Geocoding Tool is Free! You can upload and process multiple locations. No coding and registration required. You can also use Geoapify Reverse Geocoding API and process up to 3000 addresses per day for FREE.
positionstack - Free Address Geocoding & Maps API.
Reverse geocoding results will be imprecise as well. Administrative area geocoding provides the lowest level of geocoding accuracy to connect an area with a location such as a state or province. It is not possible to connect state or provincial level coordinates to a specific address.
You can install Nominatim on your own, it can do reverse geocoding pretty well. There is also a Nomiatim instance hosted by MapQuest with a less strict usage policy.
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there is also Gisgraphy that use openstreetmap data and geonames. it got 5 web services (geocoding, reverse geocoding, fulltext search, find near by, address parser) and all can be done offline. it is free, opensources, and a demo is available at services.gisgraphy.com
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