exploratory data analysis

Exploratory Spatial Data Analysis: Spatial Clusters and Dynamics of Human Development in South America

An introduction to exploratory spatial data analysis using PySAL, covering choropleth maps, spatial weights, Moran's I, LISA clusters, space-time dynamics, and a Venezuela-Bolivia comparative analysis for 153 South American regions

Exploratory Spatial Data Analysis (ESDA)

An interactive geocomputational notebook to study spatial clusters and outliers

Monitoring subnational human development

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

Spatial inequality dynamics

A geocomputational notebook to monitor spatial inequality dynamics.

Monitoring regional sustainable development

A geocomputational notebook to monitor regional development in Bolivia using Python. Besides exploratory data analysis, the notebook introduces geospatial mapping, spatial dependence, spatial inequality, and spatial heterogeneity.

Introduction to spatial data science

Measuring the evolution of spatial dependence and spatial inequality