# 安装包
if (!requireNamespace("data.table", quietly = TRUE)) {
install.packages("data.table")
}
if (!requireNamespace("jsonlite", quietly = TRUE)) {
install.packages("jsonlite")
}
if (!requireNamespace("flowerplot", quietly = TRUE)) {
remotes::install_github("dongwei1220/flowerplot")
}
if (!requireNamespace("ggplotify", quietly = TRUE)) {
install.packages("ggplotify")
}
# 加载包
library(data.table)
library(jsonlite)
library(flowerplot)
library(ggplotify)花瓣图
注记
Hiplot 网站
本页面为 Hiplot Flower 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:
绘制多集合花瓣图。
环境配置
系统: Cross-platform (Linux/MacOS/Windows)
编程语言: R
依赖包:
data.table;jsonlite;flowerplot;ggplotify
sessioninfo::session_info("attached")─ Session info ───────────────────────────────────────────────────────────────
setting value
version R version 4.5.2 (2025-10-31)
os Ubuntu 24.04.3 LTS
system x86_64, linux-gnu
ui X11
language (EN)
collate C.UTF-8
ctype C.UTF-8
tz UTC
date 2026-01-28
pandoc 3.1.3 @ /usr/bin/ (via rmarkdown)
quarto 1.8.27 @ /usr/local/bin/quarto
─ Packages ───────────────────────────────────────────────────────────────────
package * version date (UTC) lib source
data.table * 1.18.0 2025-12-24 [1] RSPM
flowerplot * 0.1.0 2025-11-02 [1] Github (dongwei1220/flowerplot@64880d0)
ggplotify * 0.1.3 2025-09-20 [1] RSPM
jsonlite * 2.0.0 2025-03-27 [1] RSPM
plotrix * 3.8-13 2025-11-15 [1] RSPM
RColorBrewer * 1.1-3 2022-04-03 [1] RSPM
[1] /home/runner/work/_temp/Library
[2] /opt/R/4.5.2/lib/R/site-library
[3] /opt/R/4.5.2/lib/R/library
* ── Packages attached to the search path.
──────────────────────────────────────────────────────────────────────────────
数据准备
# 加载数据
data <- data.table::fread(jsonlite::read_json("https://hiplot.cn/ui/basic/flowerplot/data.json")$exampleData$textarea[[1]])
data <- as.data.frame(data)
# 查看数据
head(data) Set1 Set2 Set3 Set4 Set5 Set6 Set7 Set8
1 ZMIZ1 ADCY5 TNS1 TNS1 TNS1 ZMIZ1 SORBS1 RGS3
2 TNS1 ACTN4 ZMIZ1 ZMIZ1 ZMIZ1 TNS1 TNS1 FHOD3
3 CASZ1 SORBS1 RXRA RXRA TSPAN9 CASZ1 ZMIZ1 PPARGC1B
4 NFIC TNS1 AHDC1 NCOR2 MIDN NFIC RBM20 NNMT
5 CACNA1C ZMIZ1 ACTN4 MIDN NCOR2 CACNA1C TSPAN9 SORBS2
6 AHDC1 RBM20 MIDN AHDC1 AHDC1 AHDC1 SYNPO FAM53B
可视化
# 花瓣图
p <- as.ggplot(function(){
flowerplot(
flower_dat = data,
angle = 90,
a = 0.5,
b = 2,
r = 1,
ellipse_col = "RdBu",
circle_col = "#FFFFFF",
label_text_cex = 1
)})
p
