exploratory data analysis

Do regions with high or low human development cluster together on the map of South America, and did those clusters shift between 2013 and 2019? This Python tutorial maps 153 regions and uses spatial statistics to test whether neighbors are more alike than chance would suggest. It comes with an interactive app that runs in your web browser.

An interactive geocomputational notebook to study spatial clusters and outliers

A geocomputational notebook to monitor subnational human development using Python. Besides exploratory data analysis, the notebook introduces geospatial mapping, spatial dependence, and spatial inequality.

A geocomputational notebook to monitor spatial inequality dynamics.

Learn to map and monitor regional development across Bolivia with Python. The notebook shows how to explore the data, draw maps, and detect spatial patterns of inequality.

Measuring the evolution of spatial dependence and spatial inequality