violinPlots {geocmeans} | R Documentation |
Return violin plots to compare the distribution of each variable for each group.
violinPlots(data, groups)
data |
A dataframe with numeric columns |
groups |
A vector indicating the group of each observation |
A list of plots created with ggplot2
data(LyonIris) AnalysisFields <-c("Lden","NO2","PM25","VegHautPrt","Pct0_14","Pct_65","Pct_Img", "TxChom1564","Pct_brevet","NivVieMed") dataset <- LyonIris@data[AnalysisFields] queen <- spdep::poly2nb(LyonIris,queen=TRUE) Wqueen <- spdep::nb2listw(queen,style="W") result <- SFCMeans(dataset, Wqueen,k = 5, m = 1.5, alpha = 1.5, standardize = TRUE) violinPlots(dataset, result$Groups)