Figure 4.1: OSMnx map of manhattan
OSMnx: retrieve, construct, analyze, and visualize street networks from OpenStreetMap.
OSMnx is a Python package that lets you download spatial geometries and construct, project,
visualize, and analyze street networks from OpenStreetMaps APIs. Users can download and con-
struct walkable, drivable, or bikable urban networks with a single line of Python code, and then
easily analyze and visualize them.
• Download street networks anywhere in the world with a single line of code
• Download other infrastructure network types, place polygons, or building footprints as well• Download by city name, polygon, bounding box, or point/address + network distance
• Get drivable, walkable, bikable, or all street networks
• Visualize the street network as a static image or leaflet web map
• Simplify and correct the networks topology to clean and consolidate intersections
• Save networks to disk as shapefiles or GraphML
• Conduct topological and spatial analyses to automatically calculate dozens of indicators
• Calculate and plot shortest-path routes as a static image or leaflet web map
• Plot figure-ground diagrams of street networks and/or building footprints
• Download node elevations and calculate edge grades
• Visualize travel distance and travel time with isoline and isochrone maps
• Calculate and visualize street bearings and orientations
sudo apt-get install python-pip python-virtualenv
virtualenv venv
source venv/bin/activate
pip install osmnx
import osmnx as ox
G = ox.graph_from_place(’Punjab, India’, network_type=’drive’)

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