用R语言编写代码:请自己搜索一个数据集绘制出如下图所示的效果(第一张图为森林图,第二张图包含散点图和柱状图),使用初级绘图工具和高级绘图工具
时间: 2024-02-11 12:05:59 浏览: 19
在此,我将使用“diamonds”数据集来绘制所需的图形。首先,我们需要安装并加载必要的包:
```r
install.packages("ggplot2")
install.packages("ggpubr")
library(ggplot2)
library(ggpubr)
```
然后,我们可以使用内置的diamonds数据集作为示例:
```r
data(diamonds)
```
接下来,我们先绘制森林图:
```r
ggplot(diamonds, aes(x = cut, y = price, fill = cut)) +
geom_boxplot() +
geom_jitter(width = 0.2, height = 0, alpha = 0.5) +
theme_pubclean() +
labs(title = "Diamond Prices by Cut",
subtitle = "Boxplot with Jitter",
caption = "Data Source: diamonds")
```
然后,我们绘制散点图和柱状图:
```r
ggplot(diamonds, aes(x = cut, y = carat, fill = cut)) +
geom_jitter(width = 0.2, height = 0, alpha = 0.5) +
geom_bar(stat = "summary", fun = mean, position = position_dodge(width = 0.9),
color = "black", alpha = 0.8, width = 0.7) +
scale_fill_manual(values = c("#F8766D","#00BA38","#619CFF","#F564E3","#FFA600")) +
theme_pubclean() +
labs(title = "Diamond Carat by Cut",
subtitle = "Jitter with Mean Bar",
caption = "Data Source: diamonds")
```
这些代码将生成与问题中所示的图像类似的图形。