osm_visualization_using_python

Collecting point of interest & street data from OpenStreetMap and vizualise it using Folium. The main goal of the project is to give color to the streets based on the distance (800m, 1000m, and 1200m) from the centre point. For the first notebook I use euclidan distance and for the second notebook I use road distance as measurement method. To see the map visualization, click links below.

https://nbviewer.jupyter.org/github/Dennypalinggi/osm_visualization_using_python/blob/master/osm_visualization_using_overpy.ipynb https://nbviewer.jupyter.org/github/Dennypalinggi/osm_visualization_using_python/blob/master/osm_visualization_using_osmnx.ipynb

Packages used

Data manipulation and analysis

• pandas
• geopandas
• numpy

OpenStreetMap

• osmnx
• overpy

Geometric data manipulation

• shapely

Geocoding

• geopy

Network analysis

• networkx

Map visualization

• folium