• amministrative borders: NYKO_2017_-_nivå_n.geojson

• elevation: elevation.xyz

• osm: Uppsala.osm

The Uppsala.osm file have been loaded into a postgresql db using osm2pgsql to do that:

• install postgres.app
• install pg4 admin
• install osm2pgsql
• create a database in pg4admin
• create extension postgis and hstore in the database
• import the osm file to the database

osm2pgsql data/uppsala.osm -d geospatial

geopandas, shapely, geocoder, osmnx, networkx, folium, mapclassify, pysal

All the analysis can be found inside the notebook analysis.ipynb