Description
Interactive Exploratory Data Analysis Tool.
Description
Simplify your R data analysis and data visualization workflow by turning your data frame into an interactive 'Tableau'-like interface, leveraging the 'graphic-walker' JavaScript library and the 'htmlwidgets' package.
README.md
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)!