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Comment on Data Science Toolkit: free-as-in-speech Natural Language Processing & Geo toolsparent

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Yeah...parsing addresses is non-trivial. It quickly turns into a probabilistic/NLP problem, if you want to deal with any sort of real-life input. I can believe that Wolfram Alpha hasn't put a lot of effort into it.

The DB lookup part of the problem (the part that Geocoder::US solves) is the straightforward, mechanical part -- but geocoder precision/recall is almost entirely determined by the quality of the parsing. That's a lot harder to do well.

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