Scatterstats

Authors

[Editor] Hu Zheng;

[Contributors]

Note

Hiplot website

This page is the tutorial for source code version of the Hiplot Scatterstats plugin. You can also use the Hiplot website to achieve no code ploting. For more information please see the following link:

https://hiplot.cn/basic/ggscatterstats?lang=en

Setup

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

# Install packages
if (!requireNamespace("ggstatsplot", quietly = TRUE)) {
  install.packages("ggstatsplot")
}

# Load packages
library(ggstatsplot)

Data Preparation

# Load data
data <- read.delim("files/Hiplot/073-ggscatterstats-data.txt", header = T)

# View data
head(data)

                                                                 title year
1                       Lord of the Rings: The Return of the King, The 2003
2                   Lord of the Rings: The Fellowship of the Ring, The 2001
3                               Lord of the Rings: The Two Towers, The 2002
4                                                            Star Wars 1977
5                       Star Wars: Episode V - The Empire Strikes Back 1980
6 Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb 1964
  length budget rating  votes  mpaa  genre
1    251   94.0    9.0 103631 PG-13 Action
2    208   93.0    8.8 157608 PG-13 Action
3    223   94.0    8.8 114797 PG-13 Action
4    125   11.0    8.8 134640    PG Action
5    129   18.0    8.8 103706    PG Action
6     93    1.8    8.7  63471    PG Comedy

Visualization

# Scatterstats
p <- ggscatterstats(
  data = data, x = rating, y = budget
)

p