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r - 如何使用基础 R 创建堆叠直方图？

问题描述

我已经研究过类似的问题，但没有运气。这是一个示例数据集，但我只使用性别和体重变量。

structure(list(Name = c("A Lamusi", "Juhamatti Tapio Aaltonen", 
"Andreea Aanei", "Jamale (Djamel-) Aarrass (Ahrass-)", "Nstor Abad Sanjun"
), Sex = c("M", "M", "F", "M", "M"), Age = c(23L, 28L, 22L, 30L, 
23L), Height = c(170L, 184L, 170L, 187L, 167L), Weight = c(60, 
85, 125, 76, 64), Team = c("China", "Finland", "Romania", "France", 
"Spain"), NOC = c("CHN", "FIN", "ROU", "FRA", "ESP"), Games = c("2012 Summer", 
"2014 Winter", "2016 Summer", "2012 Summer", "2016 Summer"), 
    Year = c(2012L, 2014L, 2016L, 2012L, 2016L), Season = c("Summer", 
    "Winter", "Summer", "Summer", "Summer"), City = c("London", 
    "Sochi", "Rio de Janeiro", "London", "Rio de Janeiro"), Sport = c("Judo", 
    "Ice Hockey", "Weightlifting", "Athletics", "Gymnastics"), 
    Event = c("Judo Men's Extra-Lightweight", "Ice Hockey Men's Ice Hockey", 
    "Weightlifting Women's Super-Heavyweight", "Athletics Men's 1,500 metres", 
    "Gymnastics Men's Individual All-Around"), Medal = c(NA, 
    "Bronze", NA, NA, NA), Num_Sports = c("Judo", "Ice Hockey", 
    "Weightlifting", "Athletics", "Gymnastics")), row.names = c("1", 
"2", "3", "4", "5"), class = "data.frame")

我需要创建一个显示男性和女性体重计数的条形图。我为此使用了 ggplot 并创建了一个堆叠直方图：

在此处输入图像描述

ggplot 的代码很简单：

ggplot(data = data, aes(x = Weight, fill = Sex)) + 
    geom_histogram(binwidth = 10, position="stack")

但是，我不知道如何使用基础 R 创建一个类似的图。我尝试创建一个包含重量和性别的表格，然后绘制图表，这是来自此链接的解决方案：使用 R 基础图形的堆叠直方图

tab <- table(data$Sex,data$Weight)
barplot(tab)

但是它返回了一个带有太多条形的图表，因为权重是一个连续变量： 图表有太多条形

我也试过hist(tab)and hist(data$Weight)，这显然也不正确。

如何使用基础 R 重新创建图形？谢谢！

标签： r

解决方案

您的示例数据中没有足够的观察结果，所以我将使用rnorm：

x <- rnorm(100, 10, 1)
y <- rnorm(100, 12, 1)

使用plot堆叠您的直方图：

h1 <- hist(x, breaks = 10)
h2 <- hist(y, breaks = 10)

par(mar=c(5.1, 4.1, 4.1, 8.1), xpd=TRUE)

plot(h1, col = "Red", xlim = c(6, 16), xlab = "Weight", main = NULL)
plot(h2, col = "Blue", xlim = c(6, 16), add = T)

legend(17, 19,c("f", "m"), fill = c("Red", "Blue"), title = "Sex")

堆叠直方图

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