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This package provides an alternative to the default summary functions within R. The package's API is tidy, functions take data frames, return data frames and can work as part of a pipeline. The returned skimr object is subsettable and offers a human readable output.


skimr is opinionated, providing a strong set of summary statistics that are generated for a variety of different data types. It is also provides an API for customization. Users can change both the functions dispatched and the way the results are formatted.