R可视化：另类的箱线图

十三画者2024-06-01 22:17

介绍

方格状态的箱线图

加载R包

{r} 复制代码

knitr::opts_chunk$set(echo = TRUE, message = FALSE, warning = FALSE)
library(patternplot)
library(png)
library(ggplot2)
library(gridExtra)

rm(list = ls())
options(stringsAsFactors = F)

导入数据

{r, 复制代码

data <- read.csv(system.file("extdata", "fruits.csv", package = "patternplot"))

准备数据

{r, 复制代码

group <- data$Fruit
y <- data$Weight
x <- data$Store

pattern.type <- c('nwlines', 'blank', 'waves')
pattern.color <- c('black','black', 'black')
background.color <- c('white','gray80', 'white')
frame.color <- c('black', 'black', 'black')
pattern.line.size <- c(6, 1,6)
density <- c(6, 1, 8)

画图

{r, 复制代码

box1 <- patternboxplot(
  data, x, y, group = group,
  pattern.type = pattern.type,
  pattern.line.size = pattern.line.size, 
  label.size = 3, 
  pattern.color = pattern.color, 
  background.color = background.color,
  frame.color = frame.color,
  density = density,  
  legend.h = 2, 
  legend.x.pos = 1.075, 
  legend.y.pos = 0.499, 
  legend.pixel = 10,
  legend.w = 0.18, 
  legend.label = c("Orange","Strawberry","Watermelon")) +
  ggtitle('(A) Boxplot with Black and White Patterns')

pattern.color <- c('black','white', 'grey20')
background.color <- c('gold','lightpink', 'lightgreen')

box2 <- patternboxplot(
  data, x, y, group = group,
  pattern.type = pattern.type,
  pattern.line.size = pattern.line.size, 
  label.size = 3,
  pattern.color = pattern.color, 
  background.color = background.color,
  frame.color = frame.color, 
  density = density,
  legend.h = 2, 
  legend.x.pos = 1.075, 
  legend.y.pos = 0.499, 
  legend.pixel = 10,
  legend.w = 0.18, 
  legend.label = c("Orange","Strawberry","Watermelon")) +
  ggtitle('(B) Boxplot with Colors and Patterns')

grid.arrange(box1, box2, nrow = 1)