GeoXp : An R Package for Exploratory Spatial Data Analysis
Thibault Laurent, Anne Ruiz‐Gazen, Christine Thomas‐Agnan, T. Laurent, A. Ruiz-gazen, C. Thomas-Agnan · Toulouse Capitole Publications (University Toulouse 1 Capitole) · 2009
We present GeoXp, an R package implementing interactive graphics for exploratory spatial data analysis. We use data bases coming from the spdep package to illustrate the use of these exploratory techniques based on the coupling between a statistical graph and a map. Besides elementary plots like boxplots, histograms or simple scatterplots, GeoXp also couples maps with Moran scatterplots, variogram clouds, Lorenz curves, etc. In order to make the most of the multidimensionality of the data, GeoXp includes dimension reduction techniques such as principal components analysis and cluster analysis whose results are also linked to the map.