Mastering Predictive Analytics with Python

Working with geospatial data

For our last case study, let us explore the analysis of geospatial data using an extension to the Pandas library, GeoPandas. You will need to have GeoPandas installed in your IPython environment to follow this example. If it is not already installed, you can add it using easy_install or pip.

Loading geospatial data

In addition to our other dependencies, we will import the GeoPandas library using the command:

>>> import GeoPandas as geo.

We load dataset for this example, the coordinates of countries in Africa ("Africa." Maplibrary.org. Web. 02 May 2016. http://www.mapmakerdata.co.uk.s3-website-eu-west-1.amazonaws.com/library/stacks/Africa/) which are contained in a shape (.shp) file as before into a GeoDataFrame, an extension ...