Created an R package for exploratory data analysis. Package name is SmartEDA now available on CRAN. This package includes multiple custom functions to perform initial exploratory analysis on any input data describing the structure and the relationships present in the data. The generated output can be obtained in both summary and graphical form. The graphical form or charts can also be exported as reports.
SmartEDA package helps you to construct a good base of data understanding. The capabilities and functionalities are listed below
To summarize, SmartEDA package helps in getting the complete exploratory data analysis just by running the function instead of writing lengthy r code. You can find SmartEDA documentation here
“ExpCustomStat”: This is a generic function created using data.table functionalities, having multiple options to customize the table report in EDA.
Key functionalities of ExpCustomStat :
ExpCustomStat examples and Rcode can be found!
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