A Leaflet.js map built with Folium, which shows the locations of artwork in DOE buildings. Artwork and location data is sourced from NYC Open Data.
A map that shows the density of residential units within a half-mile's walking distance of every intersection in Manhattan. Made possible with the help of Python libraries: OSMNx, NetworkX, iGraph, MatPlotLib, GeoPandas, and SodaPy.
Question: What is the minimum number of sites needed in order to place a site within a half-mile's walking distance of every Manhattan resident? A GitHub repo which houses my scripts that attempt to answer this question, and a video that simulates the end-result.