Skip to content

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

CRAN status (opens in a new tab) (opens in a new tab) (opens in a new tab) (opens in a new tab)

Start Exploratory Data Analysis (EDA) in R with a Single Line of Code! GWalkR (opens in a new tab) is an interactive Exploratory Data Analysis (EDA) Tool in R. It integrates the htmlwidgets with Graphic Walker (opens in a new tab). 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.

image

If you prefer using Python, you can check out PyGWalker!

Getting Started

Setup GWalkR

Through CRAN (Recommended)

install.packages("GWalkR")

Through Running R Script

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

devtools::install_url("https://kanaries-app.s3.ap-northeast-1.amazonaws.com/oss/gwalkr/GWalkR_latest.tar.gz")

Through Package Archive File (.tar.gz)

Alternatively, download the package archive file GWalkR_latest.tar.gz from this link (opens in a new tab). 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

library(GWalkR)
data(iris)
gwalkr(iris)
image

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 (opens in a new tab))!
  3. 🤖️ [coming soon] Work with AI copilot in R: Let AI generate explorable charts for you!