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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.q3NyIo1V10xg5N3GYHFXh7jRJCttQynbbik-FWBG7bw)
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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.WBpjc3xtzuYLLPxdXoUVM72fO9uqgg_29v37MS0FvGs)
![image](https://private-user-images.githubusercontent.com/33870780/252876378-718d8ff6-4ad5-492d-9afb-c4ed67573f51.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.m4j6Dyl2Fhv2BMukxChJgMkVCOmvOt8_Kiu4oxfl5EI)
![image](https://private-user-images.githubusercontent.com/33870780/321851723-8033885d-3699-4f50-84e1-2201b3846b5a.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.lcXQi-Kf2fc_6-fvjFF8sBGt-vWml3zzPccO9P92uaM)
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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.N056A3qSOM4WfdIUcugtgvM2mlBG2RT88TovKPTSm24)