Tutorials
These tutorials give you the required tools and knowledge for completing the project. For most tasks there are many options available.
Jupyter Setup
Basic Knowledge (Data Exploration and Spatial Analysis)
- Introduction to data analysis with Python
- Introduction to geographic data in Python
- Introduction to spatial data analysis with GeoPandas
- Using online geographic data sources
- Understanding Coordinate Reference Systems (CRS)
Network Analysis and Routing
- Retrieving data from OSM
- Simple routing on OSM (osmnx)
- Routing with OSRM
- Valhalla - especially strong for bicycle/micromobility trips
- routingpy - a Python client service for many different routing webservices (including Valhalla, Graphhopper, OTP etc)
Data aggregation
Emissions modelling
- To be continued...