Group Rank Dotplot

Authors

[Editor] Hu Zheng;

[Contributors]

Values distribution for different groups.

Setup

System Requirements: Cross-platform (Linux/MacOS/Windows)
Programming language: R
Dependent packages: sigminer; ggplot2

# Install packages
if (!requireNamespace("sigminer", quietly = TRUE)) {
  install_github("ShixiangWang/sigminer")
}
if (!requireNamespace("ggplot2", quietly = TRUE)) {
  install.packages("ggplot2")
}

# Load packages
library(sigminer)
library(ggplot2)

Data Preparation

# Load data
data <- read.delim("files/Hiplot/080-grdotplot-data.txt", header = T)

# View data
head(data)

  gvar       dvar
1    A  0.4871212
2    A -0.1370275
3    A  0.1717455
4    A -0.9447939
5    A -1.2876203
6    A  1.4077657

Visualization

# Group Rank Dotplot
p <- show_group_distribution(data, gvar = "gvar",  dvar = "dvar", 
                             order_by_fun = F)

p