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GWalkR: Your One-Stop R Package for Exploratory Data Analysis with Visualization

CRAN status

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!

Getting Started

Setup GWalkR


Through Running R Script

If you have devtools installed in R, you can run the following R code to install.


Through Package Archive File (.tar.gz)

Alternatively, download the package archive file GWalkR_latest.tar.gz from this link. Open R Studio, click “Install” in the “Packages” window, and select “Package Archive File (.tgz; .tar.gz)” in the “Install from”. Then, select the archive in your file system and click “Install”.

Start Your Data Exploration in a Single Line of Code



Main Features

  1. 🧑‍🎨 Turn a data frame into charts through simple drag-and-drop operations.
  2. ✨ Empower your RMarkdown: Showcase your data insights with editable and explorable charts on a webpage (example)!
  3. 🤖️ [coming soon] Work with AI copilot in R: Let AI generate explorable charts for you!