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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.bprI9ey7iwA-Nte__Y7EEGqy5bFE2wgDW57NDmGzJZQ)
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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.fCcWqnBd6o8dud153Yb4xlPfVuJQ1ngeLWq6jL0EUzU)
![image](https://private-user-images.githubusercontent.com/33870780/252876378-718d8ff6-4ad5-492d-9afb-c4ed67573f51.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MTg1NjUwODksIm5iZiI6MTcxODU2NDc4OSwicGF0aCI6Ii8zMzg3MDc4MC8yNTI4NzYzNzgtNzE4ZDhmZjYtNGFkNS00OTJkLTlhZmItYzRlZDY3NTczZjUxLmdpZj9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNDA2MTYlMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjQwNjE2VDE5MDYyOVomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTY4OTNjZjEzMzZiMWIxYWM3OWJkNTg1NzI1YmU0NjA2YjI4MDA1OGYyZDVkNGNiM2Q4OGU2OWY3MmJiNGYyNWUmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JmFjdG9yX2lkPTAma2V5X2lkPTAmcmVwb19pZD0wIn0.akzRezlgmiX84D1GUXUms9LNJhas3wkyNv5ksti4ing)
![image](https://private-user-images.githubusercontent.com/33870780/321851723-8033885d-3699-4f50-84e1-2201b3846b5a.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.DAIxo2OZXMwUO--cV9D_wlWGx3kNhs6EOxGGz0XjAF0)
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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.RVSXCrDo8jzFuw-RE9R-mhAjcz6F9RObV7GbmjWK4Cc)