geocmeans (version 0.3.4)

violinPlots: Violin plots

Description

Return violin plots to compare the distribution of each variable for each group.

Usage

violinPlots(data, groups)

Value

A list of plots created with ggplot2

Arguments

data

A dataframe with numeric columns

groups

A vector indicating the group of each observation

Examples

if (FALSE) {
data(LyonIris)
AnalysisFields <-c("Lden","NO2","PM25","VegHautPrt","Pct0_14","Pct_65","Pct_Img",
"TxChom1564","Pct_brevet","NivVieMed")
dataset <- sf::st_drop_geometrie(LyonIris[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)
}