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Data Science with OpenStreetMap and Python

Screenshot

Project can be viewed on apps.janakiev.com/osm-data-science.

OpenStreetMap (OSM) is a massive collaborative map of the world, built and maintained mostly by volunteers. On the other hand, there exist various indicators to measure economic growth, prosperity and produce of a country. What if we use OpenStreetMap to predict those economic indicators?

This project is covered in the following articles and notebooks

This project further explores the way how common data science methods can be applied on data from OpenStreetMap. The basis for the data were the counts of the most common amenities like restaurant, cafe, etc. (specified with Key:amenity) found on the various buildings and elements in OpenStreetMap. The interactive visualization is done with leaflet.js.

Used Data Sets and APIs

License

This project is licensed under the MIT license. See the LICENSE for details.