Start Exploratory Data Analysis (EDA) in R with a Single Line of Code! GWalkR is an interactive Exploratory Data Analysis (EDA) Tool in R. It integrates the htmlwidgets with Graphic Walker. It can simplify your R data analysis and data visualization workflow, by turning your data frame into a Tableau-style User Interface for visual exploration.
If you prefer using Python, you can check out PyGWalker!
install.packages("GWalkR")
library(GWalkR)
data(iris)
gwalkr(iris)
Showcase your data insights with editable and explorable charts on a webpage (example)!
We encourage developers from the amazing open-source community to help improve this R package!
Because the built web library is not tracked by git, the source code here is not directly runnable. Please follow the steps below to run the source code on your own device:
- Run
git clone https://github.com/Kanaries/GWalkR.git
to clone this repository. - Go to
/web_app
andyarn install
. - You can now implement your features either in the web app by changing the TypeScript code, or in the R scripts under
/R
. - Run
yarn run build
to build the web app, and make sure the built library can be found under/inst/htmlwidgets/lib/
. - In R Studio, run
devtools::load_all("{DIR_OF_GWALKR}")
to load the package (make sure you've removed the installed GWalkR from CRAN before that).
For more information about R package development, please refer to this book, R Packages.