Analysis in R: ‘DataExplorer’ package for a simple browser view of data content

This package allows you to easily check the data content in a browser. It is also possible to check data size, composition and NA values, which may be useful. It may be useful in combination with the “openxlsx” package, which reads Excel files.

Package version is 0.8.2. Checked with R version 4.2.2.

＜おすすめのRに関する書籍です＞

みんなのR 第2版 | Jared P. Lander, 高柳慎一, 津田真樹, 牧山幸史, 松村杏子, 簑田高志

Rの基礎からモダンな分析までを一冊で。第2版ではdplyr・purrr・tidyverse・caret・R Markdown・Shinyの章が加わった。

Install Package

Run the following command.

#Install Package
install.packages("DataExplorer")

Example

See the command and package help for details.

#Loading the library
library("DataExplorer")
library("tcltk")

###Creating Data#####
n = 100
TestData <- data.frame(Group = sample(c(paste0("Group", 1:5), NA), n, replace = TRUE),
                       Data1 = sample(c(0:1, NA), n, replace = TRUE),
                       Data2 = rnorm(n),
                       Data3 = rnorm(n))
########

#Creating reports: create_report command
#Specify output file name: output_file option
#Output using the 'tcltk' package
create_report(TestData, output_file = "report.html",
              output_dir = paste(as.character(tkchooseDirectory(title = "Select Folder"),
                                              sep = "", collapse ="")))

Output Example

I hope this makes your analysis a little easier !!

＜おすすめのRに関する書籍です＞

改訂版 平均・分散から始める一般化線形モデル入門 ―Rで学ぶデータ解析の理論と実装―

平均と分散という基本から一般化線形モデルまでを段階的につなぐ入門書。数式に苦手意識がある人でも追いやすい。

www.amazon.co.jp