Scatterstats

Authors

[Editor] Hu Zheng;

[Contributors]

Setup

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

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

# Load packages
library(data.table)
library(jsonlite)
library(ggstatsplot)

Data Preparation

# Load data
data <- data.table::fread(jsonlite::read_json("https://hiplot.cn/ui/basic/ggscatterstats/data.json")$exampleData$textarea[[1]])
data <- as.data.frame(data)

# 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