r - 在 R 中用绘图可视化交叉表

Question

我看到一个在 excel 中生成的图，我想知道 R 是否也可以这样做。

这张图片本质上是一个交叉表的可视化，将一周中的几天与当天的首选餐点进行比较，并计算属于这些类别的人数。

我已经阅读了一些 R 气泡图，但我还没有看到这样的。有人可以指点我一个包或一个网站来解释我如何制作这样的情节吗？

Answer 1

使用 Hadley Wickham 的ggplot2：

library(ggplot2)                           

# Set up the vectors                           
days <- c("Mon","Tues","Wed","Thurs","Fri")
slots <- c("Coffee/Breakfast","Lunch","Happy Hour","Dinner")

# Create the data frame
df <- expand.grid(days, slots)
df$value <- c(1,1,1,1,2,1,1,NA,NA,1,4,4,7,4,1,5,6,14,5,1)    

#Plot the Data
g <- ggplot(df, aes(Var1, Var2)) + geom_point(aes(size = value), colour = "green") + theme_bw() + xlab("") + ylab("")
g + scale_size_continuous(range=c(10,30)) + geom_text(aes(label = value))

你关心轴线穿过圆圈吗？此外，绿色略有不同，标签文本是黑色而不是白色。

Answer 2

ggmosaic包扩展ggplot以提供替代方案。

library(ggplot2)
library(ggmosaic)

# Set up the vectors                           
days <- c("Mon","Tues","Wed","Thurs","Fri")
slots <- c("Coffee/Breakfast","Lunch","Happy Hour","Dinner")

# Create the comporessed data frame
df <- expand.grid(days, slots, stringsAsFactors = TRUE)
df$value <- c(1,1,1,1,2,1,1,0,0,1,4,4,7,4,1,5,6,14,5,1)    
df.expanded <- df[rep(row.names(df), df$value), 1:2]

#Plot the Data
ggplot(data = df.expanded) +
  geom_mosaic(aes(x = product(Var2,Var1), fill = Var2)) + 
  ggsave("mosaic.png")

Answer 3

只需添加一种利用优秀ggpubr包的替代方法：

# Load ggpubr package
library(ggpubr)

## Borrowed from Tommy O'Dell's answer
# Set up the vectors                           
days <- c("Mon", "Tues", "Wed", "Thurs", "Fri")
slots <- c("Coffee/Breakfast", "Lunch", "Happy Hour", "Dinner")

# Create the data frame
df <- expand.grid(days, slots)
df$value <- c(1, 1, 1, 1, 2, 1, 1, NA, NA, 1, 4, 4, 7, 4, 1, 5, 6, 14, 5, 1)

## Plot the data (my contribution)
ggballoonplot(
  data = df, 
  x = "Var1", 
  y = "Var2",
  size = "value",
  size.range = c(10, 20), 
  fill = "green",
  show.label = TRUE, 
  rotate.x.text = FALSE, 
  legend = "none"
)

^{由reprex 包于 2021-06-12 创建 (v2.0.0 )}