DATA MINING Desktop Survival Guide by Graham Williams
Desktop Survival Project Home List of Figures List of Tables Data Mining Data Mining Data Mining with Rattle Introduction Data Transform Explore A Model Building Framework Unsupervised Modelling Two Class Models Multi Class Models Regression Models Text Mining Evaluation and Deployment Moving into R Troubleshooting R for the Data Miner R Data Graphics in R Understanding Data Preparing Data Building Models Evaluating Models Algorithms Apriori Bagging Bayes Classifier Boosting Cluster Analysis Conditional Trees Hierarchical Clustering K-Means K-Nearest Neighbours Linear Models Logistic Regression Neural Networks Support Vector Machines Text Mining Open Products AlphaMiner Borgelt Data Mining Suite KNime R Rattle Weka Closed Products C4.5 Clementine Equbits Foresight GhostMiner InductionEngine ODM Enterprise Miner Statistica Data Miner TreeNet Virtual Predict Appendicies Glossary Bibliography Index

Map Displays

Map displays often provide further insights into patterns that vary according to region. In this plot we illustrate some basic colouring of a map. This can be used to translate a variable into a colour which is then plot for the state. We use the rainbow function to generate the bright colours to use to colour the states.

[width=0.8]map-australia-states

library(maptools)
aus <- readShapePoly("australia.shp")
plot(aus, lwd=2, border="grey", xlim=c(115,155), ylim=c(-35,-20))
colours <- rainbow(8)
# Must be a better way than this....
nsw <- aus; nsw@plotOrder <- as.integer(c(2)); plot(nsw,col=colours[2],add=TRUE)
act <- aus; act@plotOrder <- as.integer(c(1)); plot(act,col=colours[1],add=TRUE)
nt  <- aus; nt@plotOrder  <- as.integer(c(3)); plot(nt, col=colours[3],add=TRUE)
qld <- aus; qld@plotOrder <- as.integer(c(4)); plot(qld,col=colours[4],add=TRUE)
sa  <- aus; sa@plotOrder  <- as.integer(c(5)); plot(sa, col=colours[5],add=TRUE)
tas <- aus; tas@plotOrder <- as.integer(c(6)); plot(tas,col=colours[6],add=TRUE)
vic <- aus; vic@plotOrder <- as.integer(c(7)); plot(vic,col=colours[7],add=TRUE)

http://rattle.togaware.com/code/map-australia-states.R

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