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

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

install.packages("GWalkR")
library(GWalkR)

Start Your Data Exploration in a Single Line of Code

data(iris)
gwalkr(iris)

Main Features

Get an overview of your data frame under ‘Data’ tab.

Creat data viz with simple drag-and-drop operations.

Find interesting data points? Brush them and zoom in!

Empower your R notebook (R Markdown).

Showcase your data insights with editable and explorable charts on a webpage (example)!

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.