There are few interesting packages from the [Spatial Data Mining and Visual Analytics Lab][1], especially: - [**EntroMap**][2]: Detecting Spatially Varying Multivariate Relationships - [**VIS-STAMP**][3]: A Visualization System for Space-Time and Multivariate Patterns - [**SOMVIS**][4]: Multivariate Mapping and Visualization ---------- [S4 research group][5] also has few useful [tools][6], especially: - [**GéoGrapheur**][7]: Exploratory Data Analysis Module - [**Map Comparison Kit**][8] - [**Darcy 2.0**][9] ---------- [**CrimeStat**][10] is also worth having a look. Although focused on crime analysis, the functionality can be adapted to other purposes. ---------- [**SANET**][11] is an ArcGIS toolset for analysis based on networks. ---------- [**GeoSOM**][12] is a package for creating spatial Self-Organizing Maps. ---------- Although lacking any mapping capabilities [**SaTScan**][13] is an essential tool for exploration of spatial and spatio-temporal clusters. [**Fast Spatial Scan**][14] from [The Auton Lab][15] can cope with larger datasets. [1]: http://www.spatialdatamining.org/software [2]: http://www.spatialdatamining.org/entromap [3]: http://www.spatialdatamining.org/software/visstamp [4]: http://www.spatialdatamining.org/software/somvis [5]: http://www.spatial-modelling.info/ [6]: http://www.spatial-modelling.info/-Spatial-analysis-tools- [7]: http://www.spatial-modelling.info/GeoGrapheur [8]: http://www.spatial-modelling.info/Map-Comparison-Kit [9]: http://www.spatial-modelling.info/Darcy-2-module-de-comparaison [10]: http://www.icpsr.umich.edu/CrimeStat/ [11]: http://sanet.csis.u-tokyo.ac.jp/ [12]: http://www.isegi.unl.pt/labnt/geosom/index.htm [13]: http://www.satscan.org/ [14]: http://www.autonlab.org/autonweb/16629.html [15]: http://www.autonlab.org/autonweb/2.html