Google Code-in

This task is an extension to shapefiles and maps (although, it can be completed independently)

1. Try to download the relevant pollution / weather data for any city that you'd like (Normally, you can find such data easily for metro cities like New York, Chicago etc). Make sure that you download the data only from authentic sources.

2. Download the shapefile for the relevant city and plot: roads, green cover, water bodies, and roads.

3. The data that you'll obtain, typically it would be various locations within the city. Superimpose the map of the city (step 2) with the data that you obtained (step 1).

4. Interpolate the data (https://docs.scipy.org/doc/scipy/reference/generated/scipy.interpolate.griddata.html#scipy.interpolate.griddata)