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.

Analysis in R: A very convenient way to create Excel files! The "openxlsx" package

This is an introduction to the commands of the "openxlsx" package, which is very useful for creating...

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2023.01.24

Package version is 0.8.2. Checked with R version 4.2.2.

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 !!