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How to get points of interest from OSM

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How to get points of interest from OSM
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266
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CC Attribution 3.0 Germany:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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This talk is exactly what it says on the tin: the presenter wants to extract restaurants or shops or train stations from OpenStreetMap. Or every POI there is. How do they do that and why extraction is so damn hard? This talk is not exactly a one-two-click instruction: we will see how data gets into OSM and why it is not easy to get it out.