# Install packages
if (!requireNamespace("ggplot2", quietly = TRUE)) {
install.packages("ggplot2")
}
# Load packages
library(ggplot2)
Group Bubble
Note
Hiplot website
This page is the tutorial for source code version of the Hiplot Group Bubble
plugin. You can also use the Hiplot website to achieve no code ploting. For more information please see the following link:
Setup
System Requirements: Cross-platform (Linux/MacOS/Windows)
Programming language: R
Dependent packages:
ggplot2
Data Preparation
# Load data
<- read.delim("files/Hiplot/081-group-bubble-data.txt", header = T)
data
# View data
head(data)
Sepal.Length Sepal.Width Petal.Length Petal.Width Species
1 5.1 3.5 1.4 0.2 setosa
2 4.9 3.0 1.4 0.2 setosa
3 4.7 3.2 1.3 0.2 setosa
4 4.6 3.1 1.5 0.2 setosa
5 5.0 3.6 1.4 0.2 setosa
6 5.4 3.9 1.7 0.4 setosa
Visualization
# Group Bubble
<- ggplot(data = data, aes(x = Sepal.Length, y = Sepal.Width,
p size = Petal.Width, color = Species)) +
geom_point(alpha = 0.7) +
scale_size(range = c(1, 4)) +
scale_color_manual(values = c("#e04d39","#5bbad6","#1e9f86")) +
theme_bw()
p
