R语言多组堆砌图-编程知识

R语言多组堆砌图

数据格式

普通绘图

添加比例

R语言堆砌图_r语言堆砌图-CSDN博客

关键点在于数据转换步骤和数据比例计算步骤，然后个性化调整图。

①data <- melt(dat, id.vars = c("ID"))##根据分组变为长数据

②#计算百分比##
data2 <- ddply(data,
"ID", ##需展示的X轴列名
transform,
percent = value / sum(value) * 100)#相当于按照样本分组，然后计算比例
#只提取需要的行
data2a <- data2[data2$variable=="high",]
data2a$percent <- round(data2a$percent,3)

数据格式

rm(list = ls())
library(ggplot2)
library(tidyverse)
library(reshape)
library(plyr)
library(patchwork)
dat <- as.data.frame(cbind(1:5, 5:1))
colnames(dat) <- c("high","low")
dat$ID <-  paste0("samp",1:nrow(dat))

head(dat)high low    ID
1    1   5 samp1
2    2   4 samp2
3    3   3 samp3
4    4   2 samp4
5    5   1 samp5

需要进行数据转换

##数据转换##
data  <- melt(dat, id.vars = c("ID"))##根据分组变为长数据

普通绘图

p <- ggplot(data = data,aes(x=ID,y=value,fill=variable))+#geom_bar(stat = "identity",position = "stack")+    ##展示原来数值geom_bar(stat = "identity",position = "fill")+      ##按照比例展示:纵坐标为1scale_y_continuous(expand = expansion(mult=c(0.01,0.1)),##展示纵坐标百分比数值labels = scales::percent_format())+scale_fill_manual(values = c("high"="#98d09d","low"="#e77381"),       ##颜色调整limits=c("high","low"))+                            ##limit调整图例顺序theme(panel.background = element_blank(),          ##主题设置axis.line = element_line(),                   legend.position = "bottom")+labs(title = "Title",x=NULL,y="percent")+           ##X，Y轴设置guides(fill=guide_legend(title = NULL,nrow = 1,byrow = FALSE))
p
#dev.off()

添加比例

计算百分比

#计算百分比##
data2 <- ddply(data, "ID",    ##需展示的X轴列名transform,percent = value / sum(value) * 100)#相当于按照样本分组，然后计算比例
#只提取需要的行
data2a <- data2[data2$variable=="high",]
data2a$percent <- round(data2a$percent,3)

head(data2a)ID variable value percent
1 samp1     high     1  16.667
3 samp2     high     2  33.333
5 samp3     high     3  50.000
7 samp4     high     4  66.667
9 samp5     high     5  83.333

绘图

p1 <- ggplot(data = data,aes(x=ID,y=value,fill=variable))+#geom_bar(stat = "identity",position = "stack")+    ##展示原来数值geom_bar(stat = "identity",position = "fill")+      ##按照比例展示:纵坐标为1scale_y_continuous(expand = expansion(mult=c(0.01,0.1)),##展示纵坐标百分比数值labels = scales::percent_format())+scale_fill_manual(values = c("high"="#98d09d","low"="#e77381"),       ##颜色调整limits=c("high","low"))+ ##limit调整图例顺序geom_text(data=data2a,aes(x=ID,y=1,label=paste0(value,"\n",#跨行"(",percent,")")),inherit.aes = FALSE,vjust=-0.2)+theme(panel.background = element_blank(),          ##主题设置axis.line = element_line(),                   legend.position = "bottom")+labs(title = "Title",x=NULL,y="percent")+           ##X，Y轴设置guides(fill=guide_legend(title = NULL,nrow = 1,byrow = FALSE))p1
#dev.off()