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.
![image](https://private-user-images.githubusercontent.com/33870780/252628235-26967dda-57c0-4abd-823c-63037c8f5168.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.60iRqW2xCuF-FIk1Tg_rk5hGWjpIRmdbSm5GbXttMP8)
If you prefer using Python, you can check out PyGWalker!
install.packages("GWalkR")
library(GWalkR)
data(iris)
gwalkr(iris)
![image](https://private-user-images.githubusercontent.com/33870780/321848738-67131cfa-a25b-44ae-90a0-95902ea5edb1.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.JMfoAMehKcgxziXrcb-EOkL6eHI70yO8ab4GzDCqKNs)
![image](https://private-user-images.githubusercontent.com/33870780/252876378-718d8ff6-4ad5-492d-9afb-c4ed67573f51.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.x1-hJqjvqkT_9qnE_77S1yheLKF97xPAFLaiNQFI59A)
![image](https://private-user-images.githubusercontent.com/33870780/321851723-8033885d-3699-4f50-84e1-2201b3846b5a.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.daBn4jzNzbj53GrYf-6-AEnmmIu09zbytuFvmsfxpdI)
Showcase your data insights with editable and explorable charts on a webpage (example)!
![image](https://private-user-images.githubusercontent.com/33870780/321852241-4798367c-0dd4-4ad3-b25b-7ea48b79205a.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.skXMD88G-VueQUTHGXUccACqxDLjPxs52rn1e78QiAs)