Going Local with a Crowd…
One thing that often frustrates me when working with a map is the absence of meaningful neighbourhoods. For example, try finding ‘Marchmont’ in Edinburgh, Scotland using Google Maps. You might find ‘Marchmont Road’ but that only gives an indication as to the area that the people of Edinburgh consider to be ‘Marchmont’ the neighbourhood.
A novel approach has been taken to resolve this and similar problems using Flickr’s 90 million geotagged photographs: The Shape of Alpha.

A handy demonstration of the API has been developed by Tom Talyor. A good example of the power of crowd sourced datasets.
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