Data

• Infrastructure
  • OpenStreetMap: all roads, downloaded from GeoFrabrik.
  • GTFS: Public transport time schedules. Downloaded from OVapi, for various dates.
  • TomTom congestion data: obtained from PBL, for various months and years.
  • Fietstelweek: measured bike speeds per link for 2015, 2016 and 2017. Downloaded from Cycling Intelligence and geographically linked to the OSM network.
  • NS stations: downloaded from ArcGIS hub
  • Price model information: This information is manually obtained from each agency’s website for a specific year.
  • OV-fiets stations: obtained from PBL
• Regional units: e.g. neighbourhoods, municipality, NUTS3. Downloaded from CBS
• Locations
  • Regional unit, weighted centroids
  • Hospitals
  • …