柱状图 | 分面柱状图,箱线图

(125条消息) 【ggplot】复杂柱状图：自定义颜色、标签、位置、坐标轴和主题Ryan_Yang的博客-CSDN博客_复杂柱状图

data

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data.melt

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data.melt <- 
  data %>%
  mutate(group = paste0("Cluster", group)) %>%
  # data.frame(row.names = 1) %>%
  # as.matrix() %>%
  melt()

library(ggplot2)

ggplot(data.melt, aes(x=variable,y=value, fill = variable)) +
  geom_boxplot(col="#6a737b")+
  facet_grid(.~factor(group, paste0("Cluster",c(0:8))))+ #分面
  geom_jitter(col="#caccd1", pch=19,cex=0.1, position = position_jitter(0.2))+
  theme_bw()+RotatedAxis()+
  theme(panel.grid = element_blank(),
        axis.text.x=element_text(angle=10,hjust = 1,vjust=0.5))+
  labs(x=NULL,y=NULL,title = "")+
  geom_boxplot(position=position_dodge(0),aes(color = factor(group)))+
  NoLegend()+theme(plot.title = element_text(hjust = 0.5))  #也就加上这一行,标题居中

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ggplot(data.melt, aes(x=variable,y=value, fill = variable)) +
  geom_bar(col="#6a737b",stat="identity")+#stat=”“identity”:指定了柱状图的高度（y）
  facet_grid(.~factor(group, paste0("cluster.",c(0:8))))+#修改柱形图的顺序
  scale_fill_manual(values=c('#1aafd0','#6a67ce','#ffb900','#fc636b'))+ #颜色
  theme_bw() +#去除背景色
  theme(panel.grid=element_blank()) #去除网格线