momepy.proportion(graph, radius=5, three=None, four=None, dead=None, degree='degree', distance=None, verbose=True)[source]

Calculates the proportion of intersection types for subgraph around each node if radius is set, or for whole graph, if radius=None.

Subgraph is generated around each node within set radius. If distance=None, radius will define topological distance, otherwise it uses values in distance attribute.


Graph representing street network. Ideally generated from GeoDataFrame using momepy.gdf_to_nx()

radius: int

Include all neighbors of distance <= radius from n

threestr, optional

attribute name for 3-way intersections proportion

fourstr, optional

attribute name for 4-way intersections proportion

deadstr, optional

attribute name for deadends proportion


name of attribute of node degree (momepy.node_degree())

distancestr, optional

Use specified edge data key as distance. For example, setting distance=’weight’ will use the edge weight to measure the distance from the node n.

verbosebool (default True)

if True, shows progress bars in loops and indication of steps


networkx.Graph if radius is set


dict with proportions for graph if radius=None


>>> network_graph = mm.proportion(network_graph, three='threeway', four='fourway', dead='deadends')