我希望能够创建一个条形图,该条形图还显示每个组中条形的平均值。AND显示图例中的平均值条。
我已经能够使用下面的代码来获得带有条形图的图表,这很好,但是我希望能够看到图例中的均线。
##The data to be graphed is the proportion of persons receiving a treatment
## (num=numerator) in each population (denom=demoninator). The population is
##grouped by two age groups and (Age) and further divided by a categorical
##variable V1
###SET UP DATAFRAME###
require(ggplot2)
df <- data.frame(V1 = c(rep(c("S1","S2","S3","S4","S5"),2)),
Age= c(rep(70,5),rep(80,5)),
num=c(5280,6570,5307,4894,4119,3377,4244,2999,2971,2322),
denom=c(9984,12600,9425,8206,7227,7290,8808,6386,6206,5227))
df$prop<-df$num/df$denom*100
PopMean<-sum(df$num)/sum(df$denom)*100
df70<-df[df$Age==70,]
group70mean<-sum(df70$num)/sum(df70$denom)*100
df80<-df[df$Age==80,]
group80mean<-sum(df80$num)/sum(df80$denom)*100
df$PopMean<-c(rep(PopMean,10))
df$groupmeans<-c(rep(group70mean,5),rep(group80mean,5))
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我希望该图看起来像这样,但也希望图例中的线条被标记为“组均值”或类似的值。
#basic plot
P<-ggplot(df, aes(x=factor(Age), y=prop, fill=factor(V1))) +
geom_bar(position=position_dodge(), colour='black',stat="identity")
P
####add mean lines
P+geom_errorbar(aes(y=df$groupmeans, ymax=df$groupmeans,
ymin=df$groupmeans), col="red", lwd=2)
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添加show.legend …