[英]R pie chart with percentages
I have this df我有这个 df
species<-c("Platanus acerifolia Willd.","Platanus acerifolia Willd.","Platanus occidentalis L.",
"Morus alba L.","Platanus occidentalis L.","Celtis australis L.")
kategorija<-c(3,2,1,2,3,3)
df<-data.frame(species,kategorija)
and I need to make a pie chart from the frequencies of the categories labelled with their percentages.我需要根据标有百分比的类别的频率制作饼图。
You could also make the pie plot using dplyr
and ggplot
.您还可以使用
dplyr
和ggplot
制作饼图。 It requires a little more of coding, but the result might be more satisfactory.它需要更多的编码,但结果可能更令人满意。
library(ggplot2)
library(dplyr)
#Use dplyr to get percentages per kategorija
df_plot<-df %>%
count(kategorija) %>%
mutate(percent = round((100 * n / sum(n)),2))
#Create the bar plot
p2 <- ggplot(df_plot, aes(x = "", y = percent, fill = factor(kategorija)))+
geom_bar(width = 1, stat = "identity") +
#Transform the bar plot to pie plot
coord_polar("y", start = 0) +
#Add labels to each part of the pie and add some theme adjustments
geom_text(aes(y = cumsum(rev(percent)) - rev(percent)/2,
label = paste(rev(percent),"%")), size=4) +
# Add label for legend
labs(fill = "Kategorija")+
theme_minimal() +
theme(axis.title.x = element_blank(),
axis.title.y = element_blank(),
axis.text = element_blank(),
panel.border = element_blank(),
panel.grid=element_blank(),
axis.ticks = element_blank())
Here is an easy way to do this using ggstatsplot
:这是使用
ggstatsplot
执行此操作的简单方法:
library(ggstatsplot)
species <- c(
"Platanus acerifolia Willd.", "Platanus acerifolia Willd.", "Platanus occidentalis L.",
"Morus alba L.", "Platanus occidentalis L.", "Celtis australis L."
)
kategorija <- c(3, 2, 1, 2, 3, 3)
df <- data.frame(species, kategorija)
ggpiestats(df, species, counts = kategorija, results.subtitle = FALSE)
Created on 2021-02-22 by the reprex package (v1.0.0)由reprex 包(v1.0.0) 于2021年 2 月 22 日创建
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