# 安装包
if (!requireNamespace("data.table", quietly = TRUE)) {
install.packages("data.table")
}
if (!requireNamespace("jsonlite", quietly = TRUE)) {
install.packages("jsonlite")
}
if (!requireNamespace("waffle", quietly = TRUE)) {
remotes::install_github("hrbrmstr/waffle")
}
# 加载包
library(data.table)
library(jsonlite)
library(waffle)华夫饼图
注记
Hiplot 网站
本页面为 Hiplot Waffle Plot 插件的源码版本教程,您也可以使用 Hiplot 网站实现无代码绘图,更多信息请查看以下链接:
环境配置
系统: Cross-platform (Linux/MacOS/Windows)
编程语言: R
依赖包:
data.table;jsonlite;waffle
sessioninfo::session_info("attached")─ Session info ───────────────────────────────────────────────────────────────
setting value
version R version 4.6.2 (2026-10-29)
os Ubuntu 24.04.5 LTS
system x86_64, linux-gnu
ui X11
language (EN)
collate C.UTF-8
ctype C.UTF-8
tz UTC
date 2026-11-02
pandoc 3.1.3 @ /usr/bin/ (via rmarkdown)
quarto 1.11.9 @ /usr/local/bin/quarto
─ Packages ───────────────────────────────────────────────────────────────────
! package * version date (UTC) lib source
P data.table * 1.18.6.1 2026-08-24 [?] RSPM
P ggplot2 * 4.0.3.9000 2026-11-02 [?] Github (tidyverse/ggplot2@b638d65)
P jsonlite * 2.0.0 2025-03-27 [?] RSPM
P waffle * 1.0.2 2026-11-02 [?] Github (hrbrmstr/waffle@767875b)
[1] /home/runner/.cache/R/renv/library/Bizard-5140bdc6/linux-ubuntu-noble/R-4.6/x86_64-pc-linux-gnu
[2] /home/runner/work/_temp/Library
[3] /opt/R/4.6.2/lib/R/library
* ── Packages attached to the search path.
P ── Loaded and on-disk path mismatch.
──────────────────────────────────────────────────────────────────────────────
数据准备
# 加载数据
data <- data.table::fread(jsonlite::read_json("https://hiplot.cn/ui/basic/waffle/data.json")$exampleData$textarea[[1]])
data <- as.data.frame(data)
# 整理数据格式
parts <- data[,2]
# 查看数据
head(data) label value
1 Un-breached US Population 230
2 Premera 11
3 Anthem 79
可视化
# 华夫饼图
p <- waffle(parts, rows = 8, size = 1, legend_pos = "right") +
ggtitle("Waffle Plot") +
scale_fill_manual(values = c("#e04d39","#5bbad6","#1e9f86")) +
theme(text = element_text(family = "Arial"),
plot.title = element_text(size = 12,hjust = 0.5),
axis.title = element_text(size = 12),
axis.text = element_text(size = 10),
axis.text.x = element_text(angle = 0, hjust = 0.5,vjust = 1),
legend.position = "right",
legend.direction = "vertical",
legend.title = element_text(size = 10),
legend.text = element_text(size = 10))
p
