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Sieboldianus committed Nov 3, 2019
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Spatio-Temporal Tag and Photo Location Clustering for generating Tag Maps

**Tag Maps** are similar to Tag Clouds, but Tag Maps use the spatial information that is attached to geotagged photographs, in addition to tag frequency, to visualize tags on a map.
This Library uses the single-linkage tree that is available from [HDBSCAN](https://github.com/scikit-learn-contrib/hdbscan) to cut trees at a specific user-defined distance for all available tags in the given dataset.
Afterwards, Alpha Shapes are generated as a means to allow 'soft' placement of tags on a map, according to their area of use. Two Shapefiles are generated that can be used to visualize results, for example, in ESRI ArcGIS.
This library uses the single-linkage tree that is available from [HDBSCAN](https://github.com/scikit-learn-contrib/hdbscan) to cut trees at a specific user-defined distance for all available tags in the given dataset.
Afterwards, alpha shapes are generated as a means to allow 'soft' placement of tags on a map, according to their area of use. Two Shapefiles are generated that can be used to visualize results, for example, in ESRI ArcGIS.

![Tag Map Example](https://ad.vgiscience.org/tagmaps/img6.png?raw=true)

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