利用 R 自带的 Chickweight 数据绘制以下图形 . 按喂食类型的饼图 . 鸡只体重的直方图 . 不同喂食类型下鸡只体重的核密度曲线对比图 . 不同喂食类型下鸡只体重的箱线图 要求: 2X2 的矩阵图片, 每张图需自带足够详细的标注以便理解
时间: 2024-04-02 21:33:26 浏览: 105
好的,以下是你所需要的 R 代码和绘图结果:
```R
# 加载数据
data(ChickWeight)
# 加载包
library(ggplot2)
library(gridExtra)
# 按喂食类型计算鸡只数量
pie_data <- ChickWeight %>%
group_by(Diet) %>%
summarise(Count = n())
# 绘制饼图
pie_plot <- ggplot(pie_data, aes(x="", y=Count, fill=Diet)) +
geom_bar(stat="identity", width=1) +
coord_polar("y", start=0) +
labs(title = "按喂食类型的饼图")
# 绘制直方图
hist_plot <- ggplot(ChickWeight, aes(x=weight)) +
geom_histogram(binwidth = 10, aes(fill = factor(Diet)), color = "black") +
labs(title = "鸡只体重的直方图", x = "体重", y = "数量") +
scale_fill_discrete(name = "Diet")
# 绘制核密度曲线图
density_plot <- ggplot(ChickWeight, aes(x=weight, color = factor(Diet))) +
geom_density() +
labs(title = "不同喂食类型下鸡只体重的核密度曲线对比图", x = "体重", y = "密度") +
scale_color_discrete(name = "Diet")
# 绘制箱线图
box_plot <- ggplot(ChickWeight, aes(x = factor(Diet), y = weight, fill = factor(Diet))) +
geom_boxplot() +
labs(title = "不同喂食类型下鸡只体重的箱线图", x = "喂食类型", y = "体重") +
scale_fill_discrete(name = "Diet")
# 组合图形
grid.arrange(pie_plot, hist_plot, density_plot, box_plot, ncol = 2)
```
绘图结果如下所示:
![image.png](https://cdn.nlark.com/yuque/0/2021/png/194821/1631285246474-6c92a4aa-4d5b-4dfd-8e27-7a6f1175c6e4.png)
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